Comparison of TSL for intravascular and extravascular triggered release.
\r\n\t
",isbn:"978-1-80355-403-7",printIsbn:"978-1-80355-402-0",pdfIsbn:"978-1-80355-404-4",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!0,isSalesforceBook:!1,hash:"360fe5dabd12a1f91a5658a5fe3eff66",bookSignature:"Associate Prof. Murat Eyvaz and Dr. Ahmed Albahnasawi",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11934.jpg",keywords:"Hydrogen Sources, Hydrogen Production, Hydrogen Safety, Hydrogen Storage Methods, Environmental Impacts of Hydrogen, Synthetic Fertilizer Production, Aromatization, Hydrocracking, Hydrodesulfurization, Fuel Cells, Gas Turbines, Hydrogen Driven Vehicles",numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:null,numberOfDimensionsCitations:null,numberOfTotalCitations:null,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"February 18th 2022",dateEndSecondStepPublish:"March 18th 2022",dateEndThirdStepPublish:"May 17th 2022",dateEndFourthStepPublish:"August 5th 2022",dateEndFifthStepPublish:"October 4th 2022",remainingDaysToSecondStep:"2 months",secondStepPassed:!0,currentStepOfPublishingProcess:3,editedByType:null,kuFlag:!1,biosketch:"Dr. Eyvaz is a pioneering researcher in environmental sciences and engineering, who has co-authored numerous journal articles and conference papers and has four patents on wastewater treatment systems.",coeditorOneBiosketch:"Dr. Albahnasawi is a pioneering researcher in environmental sciences and engineering, who has co-authored numerous journal articles and conference papers on water and wastewater treatment and waste remediation.",coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"170083",title:"Associate Prof.",name:"Murat",middleName:null,surname:"Eyvaz",slug:"murat-eyvaz",fullName:"Murat Eyvaz",profilePictureURL:"https://mts.intechopen.com/storage/users/170083/images/system/170083.png",biography:"Dr. Murat Eyvaz is an associate professor in the Environmental Engineering Department, Gebze Technical University, Turkey. His research interests include applications in water and wastewater treatment facilities, electrochemical treatment processes, filtration systems at the lab and pilot-scale, membrane processes (forward osmosis, reverse osmosis, membrane bioreactors), membrane manufacturing methods (polymeric membranes, nanofiber membranes, electrospinning), spectrophotometric analyses (UV, atomic absorption spectrophotometry), chromatographic analyses (gas chromatography, high-pressure liquid chromatography). He has co-authored many journal articles and conference papers and has taken part in many national projects. He serves as an editor and reviewer for many indexed journals. 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Venkateswarlu",coverURL:"https://cdn.intechopen.com/books/images_new/371.jpg",editedByType:"Edited by",editors:[{id:"58592",title:"Dr.",name:"Arun",surname:"Shanker",slug:"arun-shanker",fullName:"Arun Shanker"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},chapter:{item:{type:"chapter",id:"55377",title:"Thermosensitive Liposomes",doi:"10.5772/intechopen.68159",slug:"thermosensitive-liposomes",body:'\nSurgical resection, radiation therapy, and chemotherapy are the three primary cancer treatment modalities. While chemotherapy is used in the treatment of almost all cancers, it has challenges and limitations. Most of the chemotherapeutic agents are highly cytotoxic to both cancer and normal tissues. Often chemotherapy is administered systemically, meaning it is not directed to the cancerous tissues. The drug uptake by normal tissues causes off target effects including severe toxicities to different organs such as heart, liver, or kidneys, immune system, and others. In quite a number of cases, the toxicity profile of the drug limits the maximum tolerated dose (MTD) that can be administered. It is well known that inadequate dose is a primary cause for tumor recurrence and development of drug resistance. Thus, typically the highest possible dose is given to a patient to maximize the amount taken up by the cancerous tissues. All these factors have led to the development of methods to direct the drug to the tumor tissue, including various nanoparticles such as liposomes.
\nLiposome‐encapsulated drug has evolved as a very potent source of directing the drug to the site of tumor. There are several ways by which a drug can be targeted to the tumor using liposomes. Kunjachan et al. review the various methods by which liposomes can be used to target the tumors [1]. Standard chemotherapy involves the administration of free (i.e., unencapsulated) drug (Figure 1A). Encapsulating the drug within a liposomal formulation allows prolonged blood circulation with very limited tissue uptake. Liposomes and other nanoparticles are most often based on passive targeting (Figure 1B). That is, they rely on the enhanced permeability and retention (EPR) effect resulting from leaky tumor vessels combined with absent lymph drainage in most tumors [2]. As a result, liposomes preferentially accumulate within the tumor over typically 24–48 hours. Tumors can be actively targeted by adding antibodies to the liposome surface, which are specific to either the cancer cells themselves (Figure 1C), or specific to the endothelial cells of the tumor vasculature (Figure 1D). One limitation of this antibody‐based approach is that due to the heterogeneity of tumors, not all tumors or cancer cells have the unique antigen for the targeting antibody to bind. Another targeting method includes the use of an external trigger to release the drug either within the interstitium (i.e., after letting the liposomes accumulate via EPR effect) (Figure 1E1) or by releasing the drug within the vasculature of the tumor (Figure 1E2). The latter method requires liposomes specifically designed to respond to the specific trigger. Depending on the liposome, various external energy sources or biological signals may trigger drug release; these include heat, light, pH, and ultrasound, among others. In this chapter, we will focus on using heat as trigger, i.e., we will discuss in detail the evolution and current status of thermosensitive (or temperature sensitive) liposomes (TSLs).
\nCurrent drug targeting strategies. (A) Conventional therapy or free drug infusion. (B) Passive targeting by liposomes utilizing EPR effect. (C) Active targeting of liposomes labeled with tumor‐specific antibody. (D) Active targeting of liposomes with endothelial cell‐specific antibody. (E) Triggered drug release either (1) within the tumor interstitium or (2) intravascular release. TSL fall into this last category reproduced with permission from Ref. [
The strategy is that TSLs are administered systemically, followed by local hyperthermia (>40–42°C). The local hyperthermia triggers drug release within the targeted region, by which the drug becomes bioavailable and can exhibit the intended cytotoxic effect. Thus, the combination of TSL with a localized heating modality allows for localized drug delivery.
\nNote, however, that TSLs may have additional clinical applications outside cancer therapy, as there are various other clinical indications where it is necessary to deliver a drug targeted to a specific region within the body.
\nLiposomes as carriers of therapeutic drugs have been long investigated as a tool for improving the therapeutic index (i.e., decreasing the toxicity associated with drug delivery, while improving delivery to tumor). In 1995, Doxil [3] became the first nanoliposomal drug to be approved by Food and Drug Administration (FDA). However, with liposomes, a major limitation was directing the liposomes to the tumor. Initial liposomal formulations such as Doxil depend on preferential passive liposome accumulation based on the enhanced permeability of the tumor blood vessels, together with the lack of lymph drainage (EPR effect). However, it takes a considerable time (about 1–2 days) for the liposomal drug to accumulate within tumor. Moreover, the drug accumulated within the tumor is not bioavailable as it is still encapsulated within the liposomes [4]. The result was that Doxil achieved reduced toxicity while efficacy was in general not better than unencapsulated drug.
\nIn 1978, Yatvin et al. [5] suggested for the first time the use of temperature sensitive liposomes (TSLs) (i.e., liposomes that release the encapsulated drug in response to heat) combined with hyperthermia for targeting the drug to tumors or local infections. The basic idea was to administer this liposomal drug systemically, and then expose only the tissue region where drug delivery is intended to hyperthermia. They proposed to use slightly higher temperature (42–44°C) than normal body temperature (37°C) to target drug delivery. This first TSL formulation used the two lipids dipalmitoyl phosphatidylcholine (DPPC) and distearoyl phosphatidylcholine (DSPC) to make liposomes sensitive to heat. DPPC and DSPC have “liquid‐crystalline transition temperatures (Tm)” of 41 and 54°C, respectively; here Tm is the temperature at which the lipids undergoe a transformation from a solid gel‐like structure (i.e., highly impermeable to hydrophilic substances) to a highly permeable liquid structure. These liposomes are now often termed as traditional thermosensitive liposomes (TTSLs) [6]. The reason that two lipids were used is because TSLs were too leaky when only a single lipid was used. Hence, a combination of DPPC and DSPC (ratio 3:1) was used, and these first TSLs encapsulated the antibiotic neomycin with the aim of treating bacterial infections.
\nUse of TTSLs for cancer treatment was first tested by Weinstein et al. [7] in 1979 in mice‐carrying lung cancer. They showed that there was a fourfold increase in the amount of methotrexate delivered to heated tumors using the initial TTSL composition with slightly varied ratios (DPPC:DSPC = 7:3). A major limitation of this initial formulation was the quick elimination of the liposomes within 1 hour of the infusion.
\nIn the following decades, various modified compositions were proposed based on the original formulation above. The primary goal was to increase the liposome stability and reduce leakage of the contained drug when exposed to serum [8]. This search led to the incorporation of cholesterol to the composition of liposomes [8, 9]. Gaber et al. showed that by using cholesterol, the phase transition can be avoided as the lipids are in liquid‐ordered phase [10]. However, the incorporation of cholesterol delayed the complete release of the encapsulated drug doxorubicin to about 30 minutes at 42°C. Also around the same time, strategies were developed for circumventing the reticuloendothelial system and the immune system [11], which was addressed by the incorporation of polyethylene glycol (PEG) in the 1990s. Some studies showed that clearance of TSL was size dependent [12]. Larger liposomes were cleared quickly whereas smaller liposomes took a longer time to be cleared. However, small liposomes are less stable at normal body temperature (37°C). Hence, liposomes in the size range of 50–200 nm were recommended [12]. Around the same time mid‐1990s, Kono et al. [13, 14] proposed the incorporation of thermosensitive polymers into liposomes to make them temperature sensitive. TSLs carrying polymers such as poly (N‐isopropylacrylamide) were being evaluated [14]. However, a major setback for using these polymers was that they were not biodegradable. The next major breakthrough occurred in 2000 when Needham et al. [15] reported the successful incorporation of lysolipids and PEG into the liposomal lipid composition (DPPC:MPPC:DSPE‐PEG2000 in the ratio of 90:10:4). Lysolipids are derivatives of lipid in which acyl derivatives are removed by hydrolysis making them more hydrophilic. The incorporation of lysolipids caused the rapid release of the encapsulated doxorubicin at hyperthermia temperatures (42°C). These have been called as lysolipid temperature‐sensitive liposomes (LTSL). LTSL released much more rapidly (seconds) than prior formulations [16]. LTSLs were found to substantially improve delivery efficacy, with 3.5 times enhanced tumor drug delivery compared to TTSL, and ∼17 times higher than unencapsulated drug [17]. A formulation similar to the one proposed by Needham is so far the only TSL formulation that made it into human clinical trials. However, the plasma half‐life of LTSL is still not ideal with median initial plasma half‐life of about 1 hour in humans and 1.5 hours in dogs [18, 19].
\nIn 2004, Lindner et al. proposed a novel formulation based on the new lipid 1.2‐dipalmitoyl‐sn‐glycero‐3‐phosphoglyceroglycerol (DPPG2) with prolonged plasma half‐life and similarly short release rates as LTSL [20, 21]. Initial studies with DPPG2‐TSL filled with carboxyfluorescein (CF) demonstrated initial plasma half‐life 5 hours in rats [20]. More recent studies with doxorubicin‐filled DPPG2‐TSL in cats showed plasma half‐life of around 1 hour [22], similar to doxorubicin‐LTSL.
\nAs naturally occurring lipids were used for making TSL, they are usually considered safe.
\nThree key requirements must be fulfilled by TSLs to be effective:
\nEncapsulation of therapeutically relevant drug payload with minimum leakage.
Avoidance of mononuclear phagocyte system (MPS) to prolonged circulation.
Release of the payload (encapsulated drug) at target location (e.g., tumor).
The delivery strategy of initial liposome formulations (nonthermosensitive Stealth liposome, e.g., Doxil) was based on passive accumulation in tumor interstitial space (Figure 1B), followed by slow release within the interstitium (extravascular release). Since TSL release is actively triggered, TSL‐based delivery may be used based on either of two delivery approaches: extravascular and intravascular triggered release (indicated by (1) and (2) in Figure 1E), based on whether release occurs inside the vasculature/blood or in the tumor interstitium. For extravascular triggered release, the targeting is passive and mostly relies on the EPR effect. For intravascular triggered delivery, there is no explicit‐targeting mechanism, but rather targeting is based by location where heating is induced.
\nSince extravascular triggered release requires passive accumulation of TSL in the tumor interstitium before trigger of release, there is a necessary time delay between TSL administration and hyperthermia (typically several hours). This also means that TSLs of adequate plasma stability are required, with a plasma half‐life exceeding many hours. Computer models suggest that the optimal release rate for extravascular triggered release is in the order of many minutes to hours [16, 23].
\nFor intravascular triggered release, hyperthermia occurs ideally immediately after, or even during TSL administration [24]. This is because any leakage of drug after delivery is detrimental during intravascular triggered delivery, as it reduces the amount available for release. Thus, plasma stability requirements are less stringent than for extravascular triggered delivery. Release occurs while TSLs transit the heated tumor region; this transit time is in the range of a few seconds for most tumors, and thus ideally TSL should release very rapidly (within seconds).
\nBoth intravascular and extravascular triggered approaches are the subject of ongoing preclinical studies as described in the previous section [25, 26]. It is interesting to note that, while the benefit of faster releasing TSL has been demonstrated in 2000 [17], it was only elucidated recently that intravascular triggered delivery was the dominant delivery mechanism, and responsible for improved delivery with fast‐release TSL [16, 27].
\nTable 1 summarizes the differences between intravascular and extravascular triggered release.
\nDrug delivery system | \nTumor targeting | \nInitiation of heating | \nTypical TSL leakage rate | \nIdeal TSL release rate | \n
---|---|---|---|---|
Extravascular triggered TSL (TSL‐e) | \nPassive (EPR) | \nHours after TSL infusion | \nhours‐days | \nhours | \n
Intravascular triggered TSL (TSL‐i) | \nActive via heat source | \nDuring, or immediately after TSL infusion | \nminutes | \nseconds | \n
Comparison of TSL for intravascular and extravascular triggered release.
Mathematical models are an effective tool to evaluate different TSL delivery strategies and drug transport kinetics. Such models have several advantages which include: ability to utilize a large body of physiological and physiochemical data, prediction of pharmacokinetics and target tissue dose, and extrapolation of results both across species and routes of administration [28, 29]. The latter point is of relevance since results from experimental animal studies often do not translate into human patients, and models can thus help explain such deviations [30].
\nIn 2012, extravascular and intravascular triggered release approaches were compared using a mathematical model [16]. Specifically, the following drug delivery strategies were compared based on the chemotherapy agent doxorubicin: (1) unencapsulated drug; (2) nonthermosensitive stealth liposomes; (3) intravascular triggered TSL (TSL‐i); and (4) extravascular triggered TSL (TSL‐e). The models predict that intravascular triggered release results in considerably higher drug uptake by cancer cells (i.e., efficacy) compared to the other delivery modalities (Figure 2). During intravascular triggered delivery, new TSLs enter the tumor vasculature and release drug as long as hyperthermia is present. The systemic blood volume thus serves as reservoir of nonbioavailable drug that becomes bioavailable when entering the target tissue region.
\nDoxorubicin concentrations (unencapsulated drug) in plasma, extravascular‐extracellular space (EES), and inside cells are plotted over time for different delivery systems: (A) free‐DOX (unencapsulated drug), (B) slow‐release TSL‐i‐DOX (release rate ∼min), (C) fast‐release TSL‐i‐DOX (release rate ∼seconds), and (D) TSL‐e‐DOX [
As described above, the intravascular triggered delivery strategy is most effective when TSLs have very rapid release, within seconds. This is the reason why the later, fast‐release formulations that release within seconds greatly improved drug accumulation in tumors compared to early formulations that required many minutes to release (Figure 3). Unfortunately, plasma stability is directly tied to release during hyperthermia, i.e., typically the faster a liposome releases when heated, the more this liposome leaks at body temperature (Figure 3A) [26].
\n(A) Graph shows release rate during hyperthermia (40–41°C), as TSL stability at body temperature (37°C), comparing a slow‐release formulation and a newer fast‐release formulation (reproduced from Ref. [
Intravital microscopy is an important technology that enables visualization of drug release and uptake at microscopic scales. This enables better understanding of how the drug is taken up by the tumor once it is released from the TSL. Using fluorescent compounds such as CF or doxorubicin, it is possible to observe the drug in different compartments (e.g., inside vasculature and cells). This imaging methodology requires visual access to tumors, which is typically provided by windows (Figure 4).
\nWindow chamber in a mouse. Reproduced with permission from Ref. [
A detailed procedure of implantation of a window chamber was explained by Ritsma et al. [31]. A small viable piece of tumor (∼1–3 mm3) is transplanted into the fascia of the dorsal skin flap which is placed within a window chamber of the recipient mice [32]. To allow visualization during hyperthermia, the tumor needs to be heated. For this purpose, a special heating coil has been developed that allows the uniform heating of these window chambers carrying tumors. The imaging takes place while animals are under anesthesia, after TSLs have been administered. While tumors are exposed to hyperthermia, tumors are imaged using confocal fluorescence microscopes using appropriate excitation and emission filters depending on fluorescence properties of the molecule. Figure 5 demonstrates the uptake of doxorubicin released from the TSL within the blood during hyperthermia, and drug uptake by cancer cell nuclei.
\nIntravital fluorescence microscopy demonstrates intravascular triggered release. Images show labeled endothelial cells (green) and doxorubicin fluorescence (red). Tissue accumulation and cell uptake are demonstrated during hyperthermia‐induced release from TSL (30 minutes, 42°C), (A) after 5 minutes and (B) after 20 minutes (field of view (FOV) 500 × 500 μm). (C) Subcellular doxorubicin localization is observed at higher magnification (inlet). (D) Aggregate fluorescence within vessels, interstitium (EES), and intracellular regions extracted from image data in (A) and (B). These data demonstrate triggered initial intravascular release, followed by tissue uptake within EES and cells. Unpublished data courtesy of Dr. Timo ten Hagen.
Various targeting moieties such as antibodies are nowadays widely used for targeted delivery of liposomes and other nanoparticles and have also been investigated for TSL. The idea of attaching an antibody to a TSL was reported by Sullivan and Huang [33] as early as 1985. Sullivan and Huang [33] used covalently attached antiH2Kk antibody to a palmitic acid derivative to make heat sensitive immunoliposomes (with DPPC) carrying carboxyfluorescein. They used a similar approach to successfully deliver uridine inhibitors to lymphoma cells
With the development of newer TSL formulations (e.g., LTSL), there has been an increased interest in conjugating targeting molecules to TSL, particularly to those carrying the chemotherapeutic drug doxorubicin. Antibodies, peptides, and aptamers have been successfully added to TSLs. Table 2 summarizes the targeting molecules that have been used.
\nReferences | \nType | \nTargeting molecule | \nTarget | \nPayload encapsulated | \n
---|---|---|---|---|
[33] | \nAntibody | \nAnti H2Kk | \nH2Kk | \nCarboxyfluorescein | \n
[35] | \nAntibody | \nAnti Her‐2 | \nHer‐2 | \nCalcein | \n
[36] | \nAntibody | \nAnti EGRF | \nEGFR | \nCalcein, Dox | \n
[38] | \nPeptide | \nVal‐Pro‐Gly‐Val‐Gly | \nIntracelluar delivery | \nDox | \n
[39] | \nPeptide | \nCys‐Arg‐Glu‐Lys‐Ala | \nClotted plasma proteins in tumor vessels | \nDox | \n
[40] | \nPeptide | \nArg‐Cys‐D‐Phe‐Asp‐Gly | \ntumor and angiogenic endothelial cells | \nDox | \n
[41] | \nPeptide | \nCCRGDKGPDC | \nανβ3‐positive cells | \nDox | \n
[42] | \nAptamer | \nAS1411 | \nnucleolin receptors | \nContrast agent (Gd‐DTPA) | \n
[43] | \nPeptide cargo | \n\n | Bone regeneration | \n107–111 pentapeptide of the parathyroid hormone‐related protein | \n
Targeted thermosensitive liposomes.
Antibodies targeting common receptors found in cancers such as human epidermal growth factor receptor 2 (HER‐2) [35] and epidermal growth factor receptor (EGFR) [36] have been conjugated to LTSL carrying doxorubicin that are being evaluated in animal models. Kullberg et al. [37] showed that adding listeriolysin O along with HER‐2 antibody enhanced cytoplasmic delivery of the cargo.
\nSimilarly, Na et al. added elastin‐like peptide (ELP), which significantly improved the drug uptake within cells [38].
\nMoreover, peptides that target tumors have also been added to TSLs. Wang et al. added the tumor homing pentapeptide (Cys‐Arg‐Glu‐Lys‐Ala) (CREKA) to TSLs and evaluated their efficacy in MCF‐7 bearing nude mice [39]. Dicheva et al. [40] added a cyclic pentapeptide to TSL‐doxorubicin improving the drug uptake and delivery. Deng et al. [41] improved the antitumor efficacy by adding the iRGD peptide.
\nMost recently, Zhang et al. [42] used an aptamer conjugated TSLs loaded with contrast agent that targeted the nucleoporin receptors. Besides displaying excellent biocompatibility, they showed promise in the early detection of cancers.
\nIn a somewhat different application, Lopez et al. developed a collagen‐based scaffold to which TSLs were covalently attached via targeting molecule to slowly release a peptide cargo with proosteogenic effect from the scaffold [43].
\nEver since the initial studies where neomycin was encapsulated in TSL [5], several other drugs and reporter molecules have been encapsulated by various TSL formulations and evaluated. Several combinations have successfully made it to various stages of preclinical and clinical trials. A brief overview of the compounds that have been successfully encapsulated will be reviewed here.
\nThe fluorescent reporter carboxyfluorescein (CF) has been the molecule of choice for studying the release kinetics of TSLs. Starting from the initial studies until today, CF has been used in the study of various TSL combinations. Other fluorescent molecules such as calcein have also been used to study TSL release.
\nYatvin et al. encapsulated cisplatin (cis‐dichlorodiammineplatinum(II)) in 1981 [44] and evaluated against mice tumor sarcoma. This suggested that a whole array of different compounds could be encapsulated by TSLs. However, until the late 1980s, only water soluble compounds were being encapsulated into TSLs.
\nDoxorubicin is an amphiphilic compound that was encapsulated into the TSL toward the end of 1980s. Doxorubicin is a highly cytotoxic chemotherapeutic drug belonging to the group of anthracyclines, with several off target effects such as cardiotoxicity and myelosuppression. Tomita et al. encapsulated doxorubicin in DPPC: cholesterol‐based TSL to improve stability [45]. Other formulations further attempted to improve TSL stability [10, 46]. Unezaki et al. reported the active loading of doxorubicin against a pH gradient into TSLs [47], which resulted in more than 90% encapsulation efficacy. The TSL composition developed by Needham et al. [15] is the formulation that progressed furthest toward clinical use, with ongoing clinical trials that will be discussed later. One of the significant developments that occurred more recently for TSL‐Dox was the incorporation of contrast agents. Several researchers encapsulated doxorubicin along with gadolinium‐based contrast agents [48–50]. This provided the ability of monitoring the release of a contrast agent from TSL and subsequent tissue uptake by magnetic resonance imaging (MRI), indicating the tissue regions where doxorubicin may be delivered to.
\nFollowing doxorubicin, several groups encapsulated other drugs belonging to the same family of anthracycline drugs in TSL, including daunorubicin, idarubicin, and epirubicin. The initial studies with daunorubicin in the mid‐1990s in mice models of sarcoma were disappointing [51]. However, more recent studies with newer formulations of idarubicin‐TSL showed superior survival rate and tumor growth inhibition as compared to free idarubicin [52]. Similar results were demonstrated with epirubicin‐TSL in animals [53].
\nThe successful encapsulation of anthracyclines with high efficiency prompted the search for other molecules with high encapsulation efficiency. Liu et al. [54] reported that using metal ions such as Zn or Cu could lead to high efficacy in encapsulation of cisplatin. Moreover, the presence of metal bound liposomes increased the cytotoxicity.
\nApart from anthracyclines [65], the drugs bleomycin [55], melphalan [56], placitaxel [57], docetaxel [58], and gemcitabine [59] have been encapsulated into TSL and delivered to tumors, while reducing systemic drug toxicities.
\nAnother fluorescent compound that was successfully encapsulated in TSL is the cancer drug 5‐fluorouracil. Sabbagh et al. used a lipid combination containing DPPC, cholesterol, and PEG to encapsulate 5‐fluorouracil. They further found that complexing 5‐fluorouracil with copper‐polyethylenimine improved the stability of the liposomes with a higher encapsulation efficacy [60].
\nRecently, vinorelbine was encapsulated into a TSL formulation [61]. Vinorelbine is a wide spectrum chemotherapeutic agent used in treatment of breast, lung, and liver cancers. However, free vinorelbine is associated with venous toxicity causing blisters when infused directly into the blood. The authors reported that combining vinorelbine‐TSL with hyperthermia resulted in enhanced antitumor activity. In another study, Wang et al. showed that [62] vinorelbine‐TSL in combination with radiofrequency ablation (RFA) improved the survival of micecarrying liver tumors.
\nAnother interesting recent application of TSL is the targeted delivery of the antibiotic ciprofloxacin to aid wound healing. Wardlow et al. [63] demonstrated the encapsulation of ciprofloxacin in TSL, and used these for delivery to hyperthermic areas using a rat model. They suggested that this formulation could be used for chronic wound healing. However, work still remains to evaluate these TSLs in an animal model of chronic would healing.
\nMost recently, it was reported that chemotherapeutic drugs vincristine and doxorubicin were coloaded into TSL in combination. Li et al. showed that multiple drug loading could be achieved to exploit the synergy between drugs [64].
\nIt should be noted that each drug has to be individually tested, i.e., there is no single TSL formulation that would work for all drugs. In addition, the release rate and leakage will vary for different drugs, and it may not always be possible to achieve rapid release within seconds as is ideal for intravascular triggered release. Table 3 summarizes the drugs that have been encapsulated in a TSL formulation and the liposomal composition.
\nReferences | \nComposition | \nRatio | \nCargo/payload | \n
---|---|---|---|
[5] | \nDPPC, DSPC | \n3:1 | \nNeomycin | \n
[7] | \nDPPC, DSPC | \n7:3 | \nMethotrexate | \n
[44] | \nDPPC, DSPC | \n7:1 | \nCisplatin | \n
[45] | \nDPPC, Cho | \n\n | Doxorubicin | \n
[10] | \nDPPC, HSPC, Cho, PEG | \n100:50:30:6 | \nDoxorubicin | \n
[51] | \nDSPC:Cho | \n\n | Daunorubicin | \n
[52] | \nDPPC:DSPC:DSPE‐PEG | \n6:3.5:0.5 | \nIdarubicin | \n
[53] | \nDPPC:MSPC:DSPG:DSPE‐mPEG2000 | \n82:8:10:4 | \nEpirubicin | \n
[55] | \nDPPC: DSPC | \n9:1 | \nBleomycin | \n
[56] | \nPhosphatidyl choline, cho | \n\n | Melphalan | \n
[57] | \nDPPC:MSPC:DSPE‐PEG2000:DSPG | \n83:3:10:4 | \nPaclitaxel | \n
[58] | \nDPPC:DSPE:PEG2000:EPC:MSPC: DTX | \n82:11:4:3:4 | \nDocetaxel | \n
[59] | \nDPPC:DSPC:DPPG2 | \n50:20:30 | \nGemcitabine | \n
[60] | \nDPPC:CHO:DSPE‐PEG | \n90:5:5 | \n5‐Fluorouracil | \n
[61] | \nDPPC:MPPC:DSPE‐PEG2000 | \n86:5:4 | \nVinorelbine | \n
[63] | \nDPPC:MSPC:DSPE‐PEG | \n85.3:9.7:5.0 | \nCiprofloxacin | \n
[64] | \nDPPC: DSPE‐PEG2000: MSPC | \n75:17:8 | \nDoxorubicin & Vincristine | \n
[48] | \nDPPC:MSPC:DSPE‐PEG2000 | \n85.3:9.7:5.0 | \nDoxorubicin & ProHance® | \n
Thermosensitive liposomes composition and payloads.
TSLs have been used successfully in combination with various heating modalities in both animal models and in human clinical trials. Some of these heating modalities include devices already in clinical use; others have only been used in animals. Ideally, only the targeted tissue region is exposed to temperatures within the range where TSL release (typically above ∼40°C). In addition, higher temperatures (>43–50°C) may result in reduced blood perfusion [66] and should be avoided since without perfusion TSLs are not transported to the target site. Thus, in an ideal case, the targeted tissue region should be exposed to a quite narrow temperature range (∼40–43°C). For larger tumors—particularly as can be the case in humans or large animals—achieving this temperature uniformity in large tissue volumes is challenging, and the hyperthermia device becomes an important element affecting TSL‐based drug delivery efficacy.
\nSince deep‐seated tumors are typically identified based on medical imaging (e.g., computed tomography (CT), magnetic resonance imaging (MRI), or ultrasound imaging), TSLs may be used for image‐guided drug delivery. Here, the intent is to deliver drug to a specific region of the body identified by medical imaging. Since TSLs are administered systemically, image‐guided drug delivery is realized by exposing the targeted tissue volume to hyperthermic temperatures by image‐guided heating devices. Thus, one important aspect that should guide the selection of the heating modality is ability to expose only the targeted tumor region to uniformly hyperthermic temperatures.
\nWater bath as a heat source has been used extensively in preclinical studies, especially involving small animals. Usually the animal is anesthetized, hair removed if necessary and the region surrounding the tumor is immersed in a water bath, which is preheated to the required temperature (usually >40°C). It is essential to make sure that the skin distant from the targeted tumor is not exposed to the heat from the water bath. For example, some researchers used a water bath cover made of material that does not conduct heat, with the other parts of the body covered by a polystyrene cover [50]. Other studies used a plastic syringe to hold the leg of mice in place to expose only the tumor to heated water while protecting the other leg from heat [32]. Ultrasound gel or vaseline has also been applied to protect the tissues surrounding the tumor from heat exposure.
\nVarious light sources have been employed to induce hyperthermia, usually for surface heating of subcutaneous tumors. Several groups used a cold lamp, which emits visible light (350–700 nm wavelength) [50, 59]. By adjusting the power of the lamp, a target temperature of ∼41–43°C was achieved. White cotton wool was placed around the area surrounding the tumor to avoid heating and drug delivery.
\nNear infrared (NIR) lasers (∼800–1000 nm wavelength) have also been used as a heating sources in nanoparticle‐based drug delivery systems, which can penetrate tissue to depths in the range of ∼0.5 cm [51, 67, 68]. The diameter of the laser spot can be adjusted by optical lenses to correspond to the targeted area.
\nMicrowave devices have a long history for use in hyperthermia studies [69] and have been used in combination with TSLs, for example by the first
Thermal tumor ablation is a heat‐based cancer therapy, where the cancer is killed by heat alone, by heating above ∼50°C. Most widely used is radiofrequency ablation (RFA), where radiofrequency electric current is applied to tissue via electrode inserted into the tumor under image guidance [71]. The electric current results in localized tissue heating (Figure 6). In the clinic, RFA is used guided by medical imaging techniques such as MRI, ultrasound, or CT, and is currently in use for liver, lung, kidney, and other types of cancer.
\nOverview of liver radiofrequency tumor ablation procedure as clinically performed. An RFA electrode is inserted into the tumor under imaging guidance, and the tumor is killed by heat. Tumor recurrences following ablation occur primarily in the margin of the ablation zone, where inadequate temperatures were obtained (<50°C). The combination with TSL delivers drug at high dose to this ablation margin, potentially reducing recurrences. Adapted from Ref. [
Since local tumor recurrence often occurs at the margin of the tissue regions killed by heat, TSLs have been combined with RFA to preferentially deliver chemotherapy to these margins that are exposed to sublethal, hyperthermic temperatures (Figure 7). This combination is also being examined in clinical trials for treatment of primary liver cancer.
\nCombination of tumor ablation with TSL. (a) Two‐dimensional (2‐D) computer simulation of temperature (left), and of drug delivery (right), showing drug uptake in the margin of the ablation zone. Results are based on a prior computer model [
There are other technologies for tumor ablation similar to RFA used clinically, such as microwave ablation and laser. While these could also be combined with TSL, studies on such combinations are not yet available.
\nHigh‐intensity focused ultrasound (HIFU) in combination with magnetic resonance imaging (MRgHIFU) is in clinical use for treatment of tumors by heating them to >50°C (i.e., thermal ablation). HIFU employs focusing of ultrasound emitted from external ultrasound transducers into deep tissue regions, resulting in highly localized tissue heating (∼mm range diameter of focal spot). The focal spot can be electronically steered, allowing precise spatial targeting with mm accuracy. A technique named magnetic resonance (MR) thermometry allows real‐time noninvasive imaging of tissue temperature and is ideally suited to monitor and control HIFU heating (Figure 8A) [73]. MRgHIFU thus allows noninvasive targeted heating of deep tissue regions while monitoring and controlling desired temperature, thus being ideally suited for TSL‐based drug delivery (Figure 8B) [74–76]
\n(A) Temperature map during MRgHIFU‐hyperthermia measured via MR thermometry, overlaid on preprocedural proton density‐weighted image of rabbit thigh muscle. The targeted tissue region is heated to ∼40–42°C after administration of TSL‐Dox. (B) Doxorubicin distribution visualized via fluorescence microscopy in extracted tissue sample demonstrating localized, image‐guided drug delivery. Figure adapted from Ref. [
TSL formulations have been evaluated in both veterinary trials as well as in human clinical trials as cancer therapy. TSL formulations using doxorubicin have been evaluated in the veterinary clinic for various cancers. A TSL‐doxorubicin formulation (ThermoDox® by Celsion), which is based on the LTSL formulation by Needham et al., has been actively evaluated in the treatment of hepatocellular carcinoma and recurrent breast wall cancers. These clinical trials are briefly discussed below.
\nA phase I clinical trial was conducted in companion dogs with solid tumors (carcinomas and sarcomas). Of the 20 dogs that were enrolled in the study, from those that were treated at least twice with TSL‐Dox, 12 dogs had stable disease and 6 had partial response. The toxicities observed were manageable [19].
\nSimilarly, TSL‐doxorubicin was evaluated in a pilot trial in the veterinary clinic for the treatment of feline soft tissue sarcoma [22]. Eleven cats with advanced sarcoma were divided into three treatment groups with increasing dosage of TSL‐doxorubicin. Up to six treatments were delivered every alternate week with a radiofrequency applicator. Two cats in the highest dosage group showed partial response. Dosage was well tolerated in all the cats showing potential for larger studies.
\nThere have been several human clinical trials with TSL‐Dox, all with the formulation ThermoDox® (Celsion Corp.), which is based on the LTSL formulation [15].
\nThe furthest progress has been combining TSL with radiofrequency ablation (RFA) in primary liver cancer (i.e., hepatocellular carcinoma). The motivation was delivery of high doses of doxorubicin to the margin of the zone killed by heat, as shown in Figure 6. As there was a significant proportion of patients that had local tumor recurrence just outside the ablation zone, there was a strong premise for this approach. Wood et al. [18] reported results at the conclusion of a phase I study involving RFA and TSL‐Dox in liver cancer patients. This safety trial showed that TSL‐Dox was well tolerated with manageable side effects up to a maximum tolerated dose (MTD) of 50 mg/m2 (this is in the same range as the MTD for unencapsulated doxorubicin). With the successful completion of this phase I trial, TSL‐doxorubicin in combination with RFA was fast tracked to a phase III trial for primary/metastatic liver tumors in the “HEAT trial” (NCT00617981) [77], which unfortunately failed. There have been several possible explanations that have been attributed to this failure, which have been described in detail by Dou et al. [78]. However, a retrospective analysis showed that TSL‐Dox in combination with RFA performed better in those patients where the RFA duration was at least 45 minutes [79], which was supported by further animal studies [80]. As a result, a follow‐up phase III trial (“OPTIMA trial,” NCT0211265) was initiated where required RFA duration was increased, and this trial is ongoing.
\nAnother trial recently initiated in England also focuses on liver cancer (both primary and metastatic cancer) and combines TSL‐Dox with HIFU (“TARDOX trial,” NCT02181075).
\nIn addition, there have been a few phase I and phase I/II trials where TSL‐Dox was combined with microwave hyperthermia for recurrent chest breast wall cancer (“DIGNITY trial,” NCT00826085). Zagar et al. reported the results of a phase I study using TSL‐Dox in recurrent breast wall cancer [70]. Patients who had exhausted all other therapies were enrolled in this trial. Almost 17% of the enrolled patients showed complete remission and another 31% showed partial response. Based on the promising results of these prior phase I/II trials, a follow‐up trial has been initiated in Europe (“EURO‐DIGNITY,” NCT02850419).
\nFinally, a phase I study has been recently announced in the United States, where TSL‐Dox will be combined with MRgHIFU for treating childhood sarcomas (NCT02536183). Thus, at least four different ongoing clinical trials are in various stages of recruiting patients.
\nA phase I study of lyso‐thermosensitive liposomal doxorubicin and MR‐HIFU for pediatric refractory solid tumors (NCT02536183).
Targeted chemotherapy using focused ultrasound for liver tumors (TARDOX) (NCT02181075).
Study of ThermoDox with standardized radiofrequency ablation (RFA) for treatment of hepatocellular carcinoma (HCC) (OPTIMA) (NCT0211265).
Heat‐activated target therapy of local‐regional relapse in breast cancer patients (EURO‐DIGNITY) (NCT02850419).
While TSLs have been first proposed almost 40 years ago, only within the last decade have first results from clinical trials in humans become available. Animal studies have shown that in ideal conditions, up to 20–30 times of bioavailable drug can be delivered to the tumor tissue (measured within a few hours of infusion) as compared to administration of the same dosage of free drug. TSL benefit from reduced off‐target toxicity effects, similar to nontemperature sensitive liposomes already in clinical use. The efficacy of TSL depends both on the specific liposomal formulation (e.g., release rate, plasma stability), the encapsulated drug, and on the specific heating modality. Several such heating modalities are clinically available, with MRgHIFU being one of the most attractive methods. HIFU is noninvasive, allows exquisite spatial control of heating with mm accuracy, and combined with MR‐thermometry tissue temperature can be monitored and controlled in real time.
\nContrary to most other nanoparticle approaches, TSLs can be employed for image‐guided drug delivery where the goal is to deliver drug to a region identified by medical imaging. Such an approach may find additional clinical applications apart from cancer. One limitation of many current TSL formulations is the still relatively short plasma half‐life (∼1 hour), which limits the duration available for delivery, reduces the quantity of encapsulated drug available for release, and also negatively impacts systemic toxicities.
\nIn summary, TSLs represent a highly promising drug delivery approach that has the potential for considerable clinical impact in the near future.
\nCF | Carboxyfluorescein |
Dox | Doxorubicin |
DPPC | Dipalmitoyl phosphatidylcholine |
DPPG2 | 1,2‐dipalmitoyl‐sn‐glycero3‐phosphodiglycerol |
DSPC | Distearoyl phosphatidylcholine |
DSPE‐mPEG2000 | Distearoyl glycero phosphoethanolamine |
DSPE‐PEG‐2000 | 1,2‐distearoyl‐snglycero‐3‐phosphoethanolamine‐N‐polyethylene glycol 2000 |
DSPG | Distearoyl glycero phosphoglycerol |
EPR | Enhanced permeability and retention |
HIFU | High‐intensity focused ultrasound |
HSPC | Hydrogenated soy phosphatidylcholine |
LTSL | Lysolipid temperature sensitive liposomes |
MPPC | Monopalmitoyl phosphatidylcholine |
MRgHIFU | Magnetic resonance‐guided high‐intensity focused ultrasound |
MSPC | Myristoyl lyso glycero phosphocholine |
MTD | Maximum tolerated dose |
PEG | Poly ethylene glycol |
RFA | Radiofrequency ablation |
TSL | Thermosensitive liposomes |
TTSL | Traditional thermosensitive liposomes |
Hypertension is a major risk factor of cardiovascular diseases (CVD), and is highly prevalent in sub-Saharan Africa (SSA) [1, 2]. CVD including ischemic heart disease and stroke are the world’s biggest killers, having killed 15.2 million people in 2016 alone [3], and being responsible for 17.9 million (31%) of global deaths annually [4]. To limit CVD, World health organization (WHO) advocated preventive management of hypertension and other CVD risk factors [4]. In Nigeria where the age-standardized prevalence of Hypertension is 19.3%, only 8% of hypertensive patients are aware, 3% controlled and just 5% are covered by treatment [5]. Fortunately though, willingness to adopt recommended lifestyle measures is encouraging among hypertensive patients [6].
In African rural settings deep-routed cultural orientations can manifest in beliefs and perceptions about health that vary with modern medical perceptions. It is beneficial to re-orientate people in such deeply cultural settings to acquire well informed modern health perspectives. This can be achieved by introducing culturally appropriate behavioral health interventions that have undergone cultural adaptation based on the people’s traditional health practices and cultural beliefs.
An ideal behavioral treatment intervention should be adapted culturally by following standard procedures. Studies have shown that guideline-based cultural adaptation process has potential to increase acceptability, attractiveness and effectiveness of treatment support programs among target populations [9, 10, 11]. Furthermore evidence abounds that systematic cultural adaptation of behavioral treatments offer intrinsic self-efficacy benefits for patients [12, 13, 14]. Reports further suggests that cultural adaptation of health interventions can enhance service delivery when implemented as a living process with dynamism for continuous feedback, replicability and improvement [11]. Conversely other interventions that are not culturally adapted can unwittingly discourage uptake of recommended lifestyles by patients at risk of CVD [15]. Systematic review evidence from global perspective have also highlighted usefulness of culturally adapted interventions in control of CVD risk factors [16]. Currently however, there is a dearth of regional studies investigating usefulness and exploitability of cultural adaptation of treatment interventions in SSA settings.
To implement standard cultural adaptation, Barrera et al. identified five guideline-based sequential stages involved from a Consensus on Updates of Models for Effective Cultural Adaptation as follows:
The effectiveness of culturally adapted interventions can be evaluated using standard testing procedures. Studies suggest that goal setting and pursuance among patients can be effective in promoting acculturation and adoption of adapted interventions among populations at risk of CVD. Similar evidence abounds that goal setting is useful in evaluating effectiveness of culturally adapted interventions including acquisition of behavioral self-management skills [18, 19, 20, 21]. Indeed the setting and pursuing of culturally adapted goals to stimulate healthy behavior have enhanced chronic disease self-management skills [18, 20]. Available evidence further suggests that the more frequently goals are set and pursued, the easier and faster patients learn and acquire targeted self-management skills [19].
In this study, following standard guidelines and procedures we culturally adapted an existing hypertension education program to produce a similar variant with enhanced cultural content and sensitivity using the first three out of five sequential steps. We proceeded further to evaluate the adapted program for
A mixed methods study in two phases: in
Cultural adaptation study in relation to QUICK-1 and QUICK-2 studies.
In the current study, our focus is to describe the
Our study was implemented at a primary healthcare center,
In the following section we describe the steps taken in adapting CHEP from CAHE and in evaluating the former, based on designs, measures, procedures and analysis adopted.
In the
Beyond what was already known from CAHE, CHEP specifically sought to know the local, cultural and contextual factors the Nigerian hypertensive patients perceive as inhibitors or enablers of prescribed hypertension care and self-management: what hypertension is and how it presents; what situations make hypertension easy or difficult for patients to manage as advised; how patients’ finances affect their treatment goals; and how patients’ native customs and social environment affect their use of medications, food selection, exercise or weight management. During a follow-up focused group discussion (FGD) after CHEP counseling sessions, participants were further asked: how they view CHEP counseling on pills use, healthy diet, salt reduction/substitution and exercise; what was particularly helpful, or frustrating about CHEP counseling; how much they have been able to meet their hypertension self-management goals; and ways in which the education program can be improved upon in future.
In addition to the qualitative interviews, at a later stage we conducted FGD with participants to get their views about usefulness, acceptability, sustainability and effectiveness or otherwise of CHEP. As was done in CAHE, the CHEP development interviews began with the interviewer familiarizing with respondents to determine preferred language of communication. Thereafter we introduced participants to the research objectives: to elicit patients’ explanatory model of hypertension regarding cause, presentation, course, duration, consequence, treatment, self-management and contextual factors relating to hypertension including social, cultural, religious, and financial factors. Furthermore, while CAHE sought to know the effect migration had on hypertension self-management efforts of its immigrant participants, CHEP explored how peculiar local features of Nigeria’s rural, social and cultural environments can be exploited to optimize hypertension self-care.
We used MAXQDA data management software [29], and Grounded Theory [30] to analyze our data. The analytic process was at first carried out by two researchers independently, thereafter the interview transcripts were exchanged and coding and analytic steps repeated all over by individual researcher. Following this, areas of disagreement were jointly resolved by discussing the data further. In analyzing, we repeatedly examined, compared, verified and reordered the data in line with identified themes and concepts. This produced a matrix of concepts, sub-categories and categories from multi-level coding along thematic lines as follows: a) first we identified clusters of similar concepts in each interview transcript by assigning series of open codes to similar text fragments and emerging themes that reflected same ideas. To produce a code list we inductively coded sections of each transcript that provided information on respondents’ ideas about hypertension and hypertension self-management; b) next we reviewed the code list to eliminate duplicates and streamline similar concepts to produce a smaller set of mutually exclusive concepts; and c) we scrutinized the data further and grouped streamlined concepts and related text fragments under four major themes to address our core research question: what social, cultural or native factors affect compliance with prescribed pills, diet and healthy behavior among hypertensive primary care patients from rural Nigeria?
In the preliminary adaptation stage, we tailored CHEP culturally using information collected in the
Both CHEP and CAHE had notable similarities in forms and contents; each was implemented in three modules over 6 months among hypertensive patients in Europe (
Excluding goals setting and few self-report measures, many other measures were assessed in both CAHE and CHEP including patient demographics and physiological measures. Other measures include perceived stress, social support, and illness perception, beliefs about medicines, self efficacy, medication adherence, lifestyle adherence and satisfaction with care. Unlike CHEP however, a measure of ‘discrimination’ was deemed relevant and included in CAHE whose participants had migrated to Europe and could possibly experience social exclusion.
A CHEP counseling visit usually began with participants familiarizing with others and the trainers. This is followed by: group interactive counseling on hypertension and hypertension self-management; poster teaching on culturally relevant exercises; a visit to the local market to familiarize with healthy foods; an audiovisual viewing session on pills use, healthy diet and lifestyle; a field practical exercise session; and a goal setting and assessment session. CAHE on the other hand was delivered in one-on-one teaching sessions, featured no audiovisual session, and did not involve teaching visits to local market or grocery store but nevertheless deployed a specially prepared take-home hypertension handbook to teach her relatively more literate participants about healthy food choices, food preparation methods, pills use and healthy lifestyle. Both CAHE and CHEP counseling trainings were structured into 3 modules and delivered on 3 occasions few weeks apart, over six months in between a baseline and a final assessment visit. In both programs, every participant had physiological, anthropometric and self-report measurements at baseline and final visits. However, CHEP additionally had these measures taken during each of the 3 intervening educational visits because it was observed during pre-baseline information visits that the patients valued such interim measurements if the results are immediately communicated to motivate their self-management efforts.
The
We measured and recorded participants’ socio-demographic parameters (age, gender, ethnicity, marital status, income level, employment status, educational status, alcohol use and tobacco use) and assessed their hypertension treatment outcomes including blood pressure control, body mass index, medication adherence, behavioral adherence as well as social support, satisfaction with care, illness perception, beliefs about medicines, and medication adherence self efficacy. Furthermore we asked participants specific questions on physical activity and exercise, use of salt, alcohol and smoking and graded their responses on a Likert Scale. Finally we asked participants to set and practice preferred culturally adapted behavioral health goals and graded their performances of set goals as a measure of ‘cultural fitness.
Each of the 149 participants individually had an initial baseline assessment, followed by 3 modules of CHEP training in groups of 12–15 at 6 weeks, 10 weeks and 14 weeks past baseline. They were later disaggregated to have final individual assessments at 6 months past baseline. In essence, each participant had five study visits including a baseline assessment visit, a final assessment visit and three intervening group educational and goals setting assessment visits. Following the baseline visit (1st study visit) each participant was guided to set 3 culturally adapted behavioral goals during the first training session (2nd study visit), and to practice the selected goals at home until he/she revisits for the second training session (3rd study visit). The same goals setting instructions were repeated at the end of second training towards the third and final training session (4th study visit). Participants were additionally guided to practice preferred physical exercises for 20 minutes during the 3rd training session only, and they were encouraged to continue the exercises at home until the final visits at 6 months (5th study visit). In the section on assessment of set goals, participants’ goals related performances were rated on a Likert scale and compared over 6 months before and after the intervention. Full details of the effectiveness of CHEP evaluation study are available in a related study [13].
Data were analyzed based on: 1) qualitative self-report from each of the 149 participants on performance of set goals as instructed; and 2) quantitative ‘before-, and after’ comparison of changes in treatment outcomes of participants following intervention.
In assessing performance of set goals, we recorded the number and types of goals set by each participant during a current visit following practice of such goals at home as instructed during previous visit. Using a Likert scale we inquired and got qualitative responses from each participant on the extent to which they practiced selected goals at home. For the CHEP effectiveness study we employed descriptive statistics and regression analysis to evaluate changes in BP control, Body Mass Index, behavioral adherence and medication adherence and got promising improvements as reported in Odusola, et al. [13].
By design we have reserved the last two stages of the cultural adaptation process, ‘
Approval for Ethical conduct of the main study was obtained from the Ethics Committee of University of Ilorin Teaching Hospital on 30th March 2010. The current study is one of the sub-studies of the main study.
We collected qualitative information from 40 hypertensive patients (systolic BP ≥ 140 mmHg and/or diastolic BP ≥ 90 mmHg). Most of them were 50 years or older, two third were Christians, almost all (80%) earn less than 5USD per day while 70% had only primary school education, and most were artisans engaged in farming, fishing, or petty trading (Table 1).
Hereunder we describe our results based on the first three out of five guideline-based cultural adaptation stages.
The results are in two streams: a)
Our data showed that a people’s culture, customs and beliefs have capacity to discourage uptake and practice of healthy behavior (Table 2).
Our data yielded a rich mix of information on factors encouraging healthy behavior among participants (Table 2). Many felt cultural adaptation of certain local practices made it easier, cheaper and more attractive to practice healthy behavior.
Characteristics | N (%) |
---|---|
Age group (years) | |
• 30–50 | 9 (22.5%) |
• 50–70 | 26 (65%) |
• 70–90 | 5 (12.5%) |
Gender | |
• Male | 16 (40%) |
• Female | 24 (60%) |
Educational level | |
• None or primary education | 28 (70%) |
• Secondary education | 9 (22.5%) |
• Tertiary education | 3 (7.5%) |
Ethnicity | |
• Nupe | 6 (15%) |
• Yoruba | 31 (77.5%) |
• Others | 3 (7.5%) |
Socio-demographic characteristics of participants.
Category | Sub-category | Concepts and Examples | |
---|---|---|---|
Factors motivating healthy behavior | Factors inhibiting healthy behavior | ||
Food related practices: Salt use | Food conservation practices | Salt can preserve food stocks against microbial degradation [n = 3]* | |
Food preparation practices | A salt-less diet is repulsive to the African mindset [n = 7] | ||
Salt and salt products (e.g.maggi) are substantially used in meals preparation [n = 14] | |||
Medicinal use of salt | Salted water (salt solution) is a sure panacea for abdominal/stomach discomfort [n = 3] | ||
Food related practices: Salt use | Availability of suitable salt substitute | Following health counseling, I found out that meals prepared with | |
Food related practices: Fruits and vegetables consumption | Endowment of rural environments with health-promoting possibilities and practices: arable land for vegetable and fruit farming and poultry; and streams and rivers for fishing | I now get enough vegetables in my regular diet from vegetable gardening at my backyard [n = 5] | |
Societal socio-cultural perceptions: weight gain | Increase in body size perceived as wealth, affluence, comfort | The bigger one is the wealthier, affluent and more comfortable he/she is perceived [n = 12] | |
Decrease in body size perceived as illness, disease | Deliberate weight loss or slimming down perceived as being caused by serious internal disease [n = 13] | ||
Increase in body size (bigness) perceived as a woman’s beauty or sexual attractiveness | The fatter a woman is, the more beautiful and attractive she is viewed [n = 7] | ||
Weight gain or Obesity perceived inherited or natural in some families | Heaviness or fatness runs in my family; we normally have big sizes [n = 3] | ||
Some local delicacies have fattening tendency | Popular local meals are often heavily starch-based, e.g. Pounded yam, Garri-eba [n = 5] | ||
Red Palm-oil, Groundnut oil readily available in our environment [n = 11] | |||
Popular local goat-breeding practice makes red meat readily available [n = 2] | |||
Socio-cultural perceptions: weight reduction | Cultural perceptions and orientations: being fat is tantamount to ugliness, sluggishness and physical unfitness | People will say: look at him, ‘big for nothing’, he will not be able to enjoy breathing, worse still [n = 3]. | |
Socio-cultural perceptions: lack of exercise | Perception of exercise as related to elderly “fragile” health and wellbeing | Popular view: exercising is dangerous with increasing age, and to health the elderly [n = 7] | |
Perception of exercise as related to perceived necessity | Popular view: walking long distances just to exercise could only mean one is unserious and greedy to avoid spending travel costs [n = 5] | ||
Socio-cultural perceptions: exercise and physical fitness | Cultural practices and environmental possibilities to achieve physical fitness | Brisk trekking to farm, other destinations; dancing and clapping in church; drumming during festivals; food grains grinding and yam pounding; farming and gardening activities; laundry (washing clothes), sweeping floors,; and where feasible canoe paddling on rivers | |
Socio-cultural perceptions: social habits | Smoking and non-smoking tobacco and Snuff uses are wrongly perceived beneficial to health | Cigarette smoking and Snuff sniffing relieve tension and aid work [n = 1] | |
There’s a perception that local alcoholic beverage (Palm wine) and Kola nuts are beneficial to health | Palm wine makes vision clearer [n = 1], chewing kola nuts stimulate task performance and it’s a social standard for elders to chew kola nuts [n = 2] | ||
Socio-cultural perceptions: social habits | Faith-based and gender-based considerations that discourages use of alcohol and tobacco | Faith-based and gender-based abhorrence of smoking, alcohol and tobacco by women; society frowns seriously at sight of a woman smoking cigarette |
Motivational and inhibitory factors of healthy behavior: Thematic matrix of categories, sub-categories and concepts.
Notes: n refers to the number of respondents who expressed the implied view.
Cultural adaptation of the Education Program was accomplished based on the conceptual framework of formative research using information obtained from qualitative interviews with patients. The other anticipated source of information, literature review, did not yield much useful information on the topic from the study region. Osuna et al. similarly relied substantially on information from a Focus Group Discussion with participants to achieve cultural adaptation design of a diabetes Intervention program among Latinas in the United States [11]. The adaptation in our study was achieved through cultural modification of existing behavioral health practices among the local population. This involved modifying the
Furthermore, in Table 4 we highlight the thematic categories of the relationships existing between traditional local perspectives and cultural practices, and their adaptability following educational counseling drawing from newly available culturally relevant information.
Program Content & Procedure | CAHE | CHEP |
---|---|---|
Type of program | Hypertension education program | Hypertension education program |
Focus of program | Hypertension self-management | Hypertension self-management |
Implementation setting | Urban Amsterdam, Netherlands | Rural Kwara, Nigeria |
Study population | Hypertensive Primary care African immigrants (mostly literate) | Hypertensive primary care native Africans (mostly illiterate) |
Language of communication | English | Native Yoruba and Nupe |
Cultural familiarity of education counselors or trainers | Used Dutch nurse Practitioner | Used native African medical and nurse practitioners |
Information gathering method | Qualitative interviews with hypertensive participants | FGD and Qualitative interviews with hypertensive participants |
Cultural exploratory content | Exploratory from a perspective of European urban/city environment | More deeply exploratory from a perspective of rural African socio-cultural environment |
Behavioral health facilities available to support physical fitness and exercise habits | Promoted use of lifestyle referral facilities like gyms, swimming pool, walking out etc. | Promoted use of cultural and environmental possibilities like household chores, farm work, food preparation activities etc. |
Adapted component of dietary counseling | Counseled participants to reduce dietary salt consumption | Supported dietary salt reduction counseling with possibility to replace salt with a suitable local substitute |
Assessment of cultural fitness | Did not assess participants for cultural fitness | Assessed participants for cultural fitness using culturally tailored behavioral health goals |
Effect on hypertension treatment outcome | Significant improvements in diastolic blood pressure and lifestyle adherence | Significant improvements in blood pressure control, medication adherence and lifestyle adherence |
Contents and procedural variances and similarities between culturally adapted CHEP and CAHE.
Notes: CAHE – Culturally appropriate hypertension education; CHEP – Cardiovascular health education program.
Category | Sub-category | Cultural perspectives and linkages | Cultural adaptation and tailoring |
---|---|---|---|
Cultural endowments towards healthy behavior – Diet | Rural African food preservation and preparation practices | Africans are naturally accustomed to high-salt diet | Ability to replace salt with Iru, a suitable local substitute |
Medicinal use of salt | Health-driven ignorant use of salt further diminishes health | Provide enlightenment information about avoidable use of salt | |
Cultural awareness towards healthy behavior – Weight | Local perceptions about body image and size | Societal perception driven preference for big body sizes | Provide useful information to situate body size within health perspectives |
Cultural re-orientation towards healthy behavior – Exercise | Perceived danger of exercise to health | Health-driven concerns about older age-related dangers of exercise | Re-orientate about benefits/risks of age-tailored exercising |
Cultural practices and environmental endowments towards healthy behavior – Physical activity | Perceptions that it is difficult, expensive and time wasting to achieve physical fitness | Realizations that physical fitness is also achievable using usual everyday household chores, cultural and occupational activities, leisure and faith-based activities | Re-orientate patients about the possibility and practicability of cheap, user-friendly, attractive and acceptable cultural and environmental activities as exercise |
Faith-based and societal perspectives and norms | Societal perceptions of certain behaviors as ‘unfaithful’ and ‘anti-social’ e.g. smoking and use of alcohol | Health-driven exploitation of faith-based abhorrence of certain norms to drive healthy behavior | Provide useful information to exploit faith-based and gender-based socio-cultural practices |
Culturally adapted components of existing behavioral practices: Categories, sub-categories, concepts and thematic linkages.
Preliminary evaluation of the culturally adapted educational intervention was implemented in two arms: 1) cultural fitness assessment based on performance of set behavioral health goals; and 2) assessment of effectiveness based on changes in participants’ hypertension treatment outcomes.
To assess cultural fitness, we examined and recorded serial performance of set goals as reported by participants themselves over six 6 months.
Simultaneously, the effectiveness assessment study took place over same period but this not being the focus of the current study, is reported fully elsewhere [13]. Briefly it involved before-, and after assessments of changes in blood pressure (BP) control, medication adherence, behavioral adherence, and body mass index (BMI). Out of an initial 149 included participants, 140 (94%) completed the study. More participants reported high adherence to prescribed medications and behavioral advice at 6 months compared to baseline: respectively, 101 (72%) at 6 months versus 70 (50%) at baseline, (p < 0.001) and 126 (90%) at 6 months versus 106 (76%) at baseline, (p < 0.001). Similarly, participants with controlled BP doubled from 34 (24%) at baseline to 65 (46%) at 6 months, (p = 0.001). The median SBP and DBP decreased from 129.0 to 122.0 mmHg, (p = 0.002) and from 80.0 to 73.5 mmHg, (p < 0.001), respectively. However, BMI did not change (p = 0.444). The improvement in medication adherence was associated with a decrease in medication concerns (p = 0.045) and improvement in medication self-efficacy (p < 0.001).
As indicated in the methods each participant made 5 visits over 6 months: a baseline assessment visit, three intervening group education visits, and a final assessment visit. Hereunder we report the performance of set goals by participants based on self-reports. Using information from our interview data we structured existing local behavioral health practices of the region into 12 distinct culturally tailored goals (Box 1). We guided participants to select, set and practice three preferred goals during the three intervening group visits as well as at home in the weeks that followed their current visit. Their performances were assessed qualitatively during the subsequent visits.
Culturally tailored behavioral health goals set by participants
To reduce amount of salt and salt-containing condiments I currently use in food preparation and/or preservation by half before my next visit
To completely replace salt with
To increase my consumption of healthy foods by eating more fish and at least 3 servings of vegetables and fruits daily before my next visit
To decrease my consumption of unhealthy foods by eating less of red palm oil, groundnut oil, goat meat and other fatty food daily before my next visit
To stop smoking completely if I do, or at least reduce the number of cigarette sticks I smoke daily by half before my next visit
To completely discontinue the use of all socially acceptable non-smoking forms of tobacco (Taba/Snuff), and Kola nuts, or reduce the quantity I use daily by half before my next visit
To completely discontinue consumption of Alcohol and other alcoholic beverages (Spirit, Palm wine, Gin, Ogogoro) perceived as culturally acceptable, or at least reduce the quantities I consume daily by half before my next visit
To exercise more regularly using locally available methods like brisk walking, canoe paddling, cycling or others, to and from my destinations for at least 30 minutes everyday
To exercise more regularly using food preparation processes such as yam/grain pounding in mortars whenever feasible over at least 30 minutes per session before my next visit
To exercise more regularly using usual household chores such as sweeping floors, laundry (washing clothes), pulling/fetching water from wells or others over at least 30 minutes daily before my next visit
To exercise more regularly using usual farming activities such as ground hoeing, shoveling, bush clearing, manual harvesting, gardening etc. over at least 30 minutes daily before my next visit
To exercise more regularly using usual leisurely or faith-related activities such as clapping, dancing, singing, drumming, gaming or others for at least 30 minutes daily before my next visit
We inquired verbally from participants about how well they practiced selected goals during a subsequent visit and graded their responses on a Likert scale as follows:
For how many days in a week did you perform the selected goal?
Response grading: 0-1 day (poor); 2–3 days (fair); 4–5 days (good); 6–7 days (very good)
For how many minutes in a day did you perform the selected goal?
Response grading: 0–10 mins (poor); 11–20 mins (fair); 21–30 mins (good); > 30 mins (very good)
How seriously did you perceive any challenges or difficulties encountered in performing the goals you selected and how well did you resolve the challenges?
Response grading: serious challenges, not resolved (poor); moderate challenges, partly resolved (fair); minor challenges, fully resolved (good); encountered no challenges (very good)
On a scale of 1 to 4 (1 – poor, 2 – fair, 3 – good, 4 – very good), how would you rate yourself on degree of performance (effectiveness), of set goals?
Response: not performed at all (poor); sometimes performed (fair); often performed (good); always performed (very good).
Following this we graded self-rated performances of participants on a Likert scale (Table 5), and found that an overwhelming majority of them performed the selected goals reasonably well. At least 49% and 28% of participants were graded ‘good’ and ‘very good’ respectively on the number of minutes they performed selected goals daily. Furthermore, regarding number of days per week they performed selected goals, about 61% and 11% were graded ‘good’ and ‘very good’ respectively. On their abilities to resolve potential challenges faced, 18% and 56% of participants were graded ‘good’ and ‘very good’ respectively. Finally 30% and 53% of participants were graded ‘good’ and ‘very good’ respectively regarding their perceived effectiveness in performing selected goals.
Performance scale | Participants’ graded performance (Minutes/day) | Participants’ graded performance (Days/week) | Participants’ graded performance (Resolution of challenges) | Participants’ self-rated goals performance (Effectiveness) |
---|---|---|---|---|
N (%) | N (%) | N (%) | N (%) | |
Poor | 23 (16) | 21 (15) | 11 (8) | 0 |
Fair | 10 (7) | 19 (14) | 25 (18) | 24 (17) |
Good | 68 (49) | 85 (61) | 25 (18) | 42 (30) |
Very good | 39 (28) | 15 (11) | 79 (56) | 74 (53) |
Total | 140 (100) | 140 (100) | 140 (100) | 140 (100) |
Assessment of performance of set goals by participants.
The particular types of culturally adapted goals participants preferred to set and pursue yielded interesting information from our data. Viewed against the background of attractiveness and acceptability, such information can be useful in guiding physicians and care givers on behavioral health practices likely to be accepted and complied with by hypertensive patients. This type of information can predict areas in need of counseling reinforcement for patients in efforts to improve hypertension self-management skills. Extracts from our data (Table 6) reveals that the three most preferred and set goals are dietary salt reduction, exercising and compliance with pills use. Similarly, the three least preferred and set goals are stopping tobacco use, limiting alcohol use and stopping kola nuts consumption. Finally, important considerations that guided participants in selecting particular goals include funding performance of the goals, ease/rigor of performance, and access to practicing the goals.
Types of Goals | Educational Sessions | ||
---|---|---|---|
CHEP 1, N (%) | CHEP 2, N (%) | CHEP 3, N (%) | |
Diet (salt restriction) | 124 (89) | 97 (69) | 66 (47) |
Diet (fat restriction) | 23 (16) | 12 (9) | 27 (19) |
Diet (vegetables & fruits consumption) | 16 (11) | 9 (6) | 8 (6) |
Physical fitness & exercise | 121 (86) | 100 (71) | 93 (66) |
Weight reduction | 59 (42) | 47 (34) | 32 (23) |
Quit smoking | 4 (3) | 4 (3) | 2 (1) |
Quit non-smoked tobacco | 5 (4) | 2 (1) | 0 (0) |
Quit Kola nut | 14 (10) | 4 (3) | 7 (5) |
Restrict alcohol | 13 (9) | 10 (7) | 7 (5) |
Comply with pills use | 92 (66) | 78 (56) | 59 (42) |
Comply with clinic appointments | 13 (9) | 19 (14) | 15 (11) |
Frequency and types of behavioral goals set during educational sessions.
We examined the proceedings and results of cultural adaptation of a behavioral treatment program following standard guidelines, among primary care patients with hypertension from rural Nigeria highlighting cultural fitness and effectiveness of the adapted program on their hypertension self-management. Based on theoretical and conceptual framework of formative research described by Resnicow et al. [7], we combined information from exploratory interviews with hypertensive patients with extracts from a review of literature on the topic to adapt a Cardiovascular Health Education Program (CHEP) from an existing Culturally Appropriate Hypertension Education (CAHE) previously deployed among hypertensive African immigrants in the Netherlands [12]. The literature review however did not yield enough relevant information. Our goal was to increase cultural sensitivity and contents of CHEP relative to CAHE and to make the adapted CHEP relevant to specific needs of hypertensive patients from rural Nigeria. Resnicow et al. had proposed combining: a)
Following debates on the most appropriate process for cultural adaptation, researchers arrived at a consensus aggregating various approaches to establish a standard guideline involving five sequential stages: 1) information gathering, stage one; 2) preliminary adaptation design, stage two; 3) preliminary adaptation testing, stage three; 4) adaptation refinement, stage four; and 5) adaptation trial, stage five [10, 17]. In the current study however, by design we opted to adapt CHEP from CAHE using the first three of five guideline-based stages, deferring the last two stages for a future CHEP efficacy trial. A diabetes lifestyle intervention program was similarly adapted for Latinas in the USA using stages one to three only [11].
The local and cultural environments of patients in our study are endowed with materials and possibilities that influenced their hypertension self-management capacities. We found that locally grown Locust Beans ‘
Cultural fitness is determined by the extent to which a people accept and use the language, values, beliefs and materials characteristics of newly introduced culturally tailored interventions targeting their self-management skills. We assessed the adapted intervention for cultural fitness by conducting a goals setting and performance exercise among participants and got promising results on performances by most participants. Similar findings have also been reported from other studies [19, 20, 21]. Moreover during a follow-up FGD participants spoke excitedly and expressed desires to continue to use the education program even after the study. Interestingly we observed that the three most common behavioral goals practiced by participants were
Limitations encountered in this study include:
Participants could have been biased in recalling events and they may have given socially desirable answers on some aspects of our results that are based on self-reports
Without prejudice to results obtained, logistics and funding constraints limited our ability to implement all the five guideline-based cultural adaptation stages
We followed standard guidelines to culturally adapt an existing behavioral health intervention among hypertensive patients from rural Nigeria. Modeled after a similar intervention from Europe we systematically developed and adapted the new intervention using frameworks of formative research. We got quite promising results on evaluating the adapted intervention for cultural fitness and effectiveness. We submit that guide-line based culturally adapted behavioral treatments have potential to improve hypertension treatment outcomes and limit cardiovascular diseases.
The successful control of risk factors among patients at risk of cardiovascular diseases is a major goal of every attending physician. But a major obstacle to this goal is the difficulties faced by patients in adhering to prescribed pills and behavioral advices. Innovations like the current intervention which provides unique information on behavioral practices preferred and disliked by patients can guide physicians on acceptable and adoptable behaviors.
Authors are grateful to the staff of Ogo Oluwa hospital and the health insurance company. We thank Health Insurance Fund, PharmAccess Foundation, and NUFFIC for supporting the study.
The authors declare no conflict of interest.
AO drafted the manuscript, designed and conducted the study. AA revised versions of the draft. Both authors approved the final draft.
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\n\nSve odredbe koje se odnose na ponudu, prihvat ili razmatranje plaćanja, a za koja mi pružamo asistenciju klijentu, bilo na ugovoreni ili fiksni način, a s ciljem da se ostvare potrebe i želje klijenta u svezi s našim uslugama, su podložne zakonskim odredbama Ujedinjenog Kraljevstva.
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\n\nOve Odredbe i uvjeti su sastavljeni u skladu s odredbama prava Ujedinjenog Kraljevstva, a za sve sporove nadležan je sud u Londonu, Ujedinjeno Kraljevstvo.
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This problematic is particularly relevant with medical imaging data, where linear techniques are frequently unsuitable for capturing variations in anatomical structures. In many cases, there is enough structure in the data (CT, MRI, ultrasound) so a lower dimensional object can describe the degrees of freedom, such as in a manifold structure. Still, complex, multivariate distributions tend to demonstrate highly variable structural topologies that are impossible to capture with a single manifold learning algorithm. This chapter will present recent techniques developed in manifold theory for medical imaging analysis, to allow for statistical organ shape modeling, image segmentation and registration from the concept of navigation of manifolds, classification, as well as disease prediction models based on discriminant manifolds. 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It is proved that the angle of deformation must be harmonic, and that the differentials of many of the important variables generate a closed differential ideal. This implies that a coordinate system exists in which many of the variables satisfy particular ordinary differential equations, and these results can be used to characterize Bonnet surfaces.",book:{id:"5488",slug:"manifolds-current-research-areas",title:"Manifolds",fullTitle:"Manifolds - Current Research Areas"},signatures:"Paul Bracken",authors:[{id:"92883",title:"Prof.",name:"Paul",middleName:null,surname:"Bracken",slug:"paul-bracken",fullName:"Paul Bracken"}]},{id:"72257",doi:"10.5772/intechopen.92441",title:"Quasiconformal Reflections across Polygonal Lines",slug:"quasiconformal-reflections-across-polygonal-lines",totalDownloads:419,totalCrossrefCites:1,totalDimensionsCites:1,abstract:"An important open problem in geometric complex analysis is to establish algorithms for explicit determination of the basic curvelinear and analytic functionals intrinsically connected with conformal and quasiconformal maps, such as their Teichmüller and Grunsky norms, Fredholm eigenvalues and the quasireflection coefficient. This has not been solved even for convex polygons. This case has intrinsic interest in view of the connection of polygons with the geometry of the universal Teichmüller space and approximation theory. This survey extends our previous survey of 2005 and presents the new approaches and recent essential progress in this field of geometric complex analysis, having various important applications. Another new topic concerns quasireflections across finite collections of quasiintervals.",book:{id:"8760",slug:"structure-topology-and-symplectic-geometry",title:"Structure Topology and Symplectic Geometry",fullTitle:"Structure Topology and Symplectic Geometry"},signatures:"Samuel L. 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Clifford algebra unifies and generalizes real number, complex, quaternion, and vector algebra and converts complicated relations and operations into intuitive matrix algebra independent of coordinate systems. By localizing the basis or frame of space-time and introducing differential and connection operators, Clifford algebra also contains Riemann geometry. Clifford algebra provides a unified, standard, elegant, and open language and tools for numerous complicated mathematical and physical theories. Clifford algebra calculus is an arithmetic-like operation that can be well understood by everyone. This feature is very useful for teaching purposes, and popularizing Clifford algebra in high schools and universities will greatly improve the efficiency of students to learn fundamental knowledge of mathematics and physics. So, Clifford algebra can be expected to complete a new big synthesis of scientific knowledge.",book:{id:"8760",slug:"structure-topology-and-symplectic-geometry",title:"Structure Topology and Symplectic Geometry",fullTitle:"Structure Topology and Symplectic Geometry"},signatures:"Ying-Qiu Gu",authors:[{id:"314607",title:"Dr.",name:"Ying-Qiu",middleName:null,surname:"Gu",slug:"ying-qiu-gu",fullName:"Ying-Qiu Gu"}]},{id:"52596",title:"Symplectic Manifolds: Gromov-Witten Invariants on Symplectic and Almost Contact Metric Manifolds",slug:"symplectic-manifolds-gromov-witten-invariants-on-symplectic-and-almost-contact-metric-manifolds",totalDownloads:1496,totalCrossrefCites:0,totalDimensionsCites:0,abstract:"In this chapter, we introduce Gromov-Witten invariant, quantum cohomology, Gromov-Witten potential, and Floer cohomology on symplectic manifolds, and in connection with these, we describe Gromov-Witten type invariant, quantum type cohomology, Gromov-Witten type potential and Floer type cohomology on almost contact metric manifolds. On the product of a symplectic manifold and an almost contact metric manifold, we induce some relations between Gromov-Witten type invariant and quantum cohomology and quantum type invariant. We show that the quantum type cohomology is isomorphic to the Floer type cohomology.",book:{id:"5488",slug:"manifolds-current-research-areas",title:"Manifolds",fullTitle:"Manifolds - Current Research Areas"},signatures:"Yong Seung Cho",authors:[{id:"62522",title:"Prof.",name:"Yong Seung",middleName:null,surname:"Cho",slug:"yong-seung-cho",fullName:"Yong Seung Cho"}]},{id:"62804",title:"Recent Advances of Manifold Regularization",slug:"recent-advances-of-manifold-regularization",totalDownloads:1070,totalCrossrefCites:0,totalDimensionsCites:3,abstract:"Semi-supervised learning (SSL) that can make use of a small number of labeled data with a large number of unlabeled data to produce significant improvement in learning performance has been received considerable attention. Manifold regularization is one of the most popular works that exploits the geometry of the probability distribution that generates the data and incorporates them as regularization terms. There are many representative works of manifold regularization including Laplacian regularization (LapR), Hessian regularization (HesR) and p-Laplacian regularization (pLapR). Based on the manifold regularization framework, many extensions and applications have been reported. In the chapter, we review the LapR and HesR, and we introduce an approximation algorithm of graph p-Laplacian. We study several extensions of this framework for pairwise constraint, p-Laplacian learning, hypergraph learning, etc.",book:{id:"7342",slug:"manifolds-ii-theory-and-applications",title:"Manifolds II",fullTitle:"Manifolds II - Theory and Applications"},signatures:"Xueqi Ma and Weifeng Liu",authors:null},{id:"53552",title:"Sub-Manifolds of a Riemannian Manifold",slug:"sub-manifolds-of-a-riemannian-manifold",totalDownloads:1734,totalCrossrefCites:1,totalDimensionsCites:1,abstract:"In this chapter, we introduce the theory of sub-manifolds of a Riemannian manifold. The fundamental notations are given. The theory of sub-manifolds of an almost Riemannian product manifold is one of the most interesting topics in differential geometry. According to the behaviour of the tangent bundle of a sub-manifold, with respect to the action of almost Riemannian product structure of the ambient manifolds, we have three typical classes of sub-manifolds such as invariant sub-manifolds, anti-invariant sub-manifolds and semi-invariant sub-manifolds. In addition, slant, semi-slant and pseudo-slant sub-manifolds are introduced by many geometers.",book:{id:"5488",slug:"manifolds-current-research-areas",title:"Manifolds",fullTitle:"Manifolds - Current Research Areas"},signatures:"Mehmet Atçeken, Ümit Yıldırım and Süleyman Dirik",authors:[{id:"191326",title:"Prof.",name:"Mehmet",middleName:null,surname:"Atceken",slug:"mehmet-atceken",fullName:"Mehmet Atceken"},{id:"196148",title:"Dr.",name:"Umit",middleName:null,surname:"Yildirim",slug:"umit-yildirim",fullName:"Umit Yildirim"}]},{id:"52886",title:"Head Pose Estimation via Manifold Learning",slug:"head-pose-estimation-via-manifold-learning",totalDownloads:1793,totalCrossrefCites:4,totalDimensionsCites:3,abstract:"For the last decades, manifold learning has shown its advantage of efficient non-linear dimensionality reduction in data analysis. Based on the assumption that informative and discriminative representation of the data lies on a low-dimensional smooth manifold which implicitly embedded in the original high-dimensional space, manifold learning aims to learn the low-dimensional representation following some geometrical protocols, such as preserving piecewise local structure of the original data. Manifold learning also plays an important role in the applications of computer vision, i.e., face image analysis. According to the observations that many face-related research is benefitted by the head pose estimation, and the continuous variation of head pose can be modelled and interpreted as a low-dimensional smooth manifold, we will focus on the head pose estimation via manifold learning in this chapter. Generally, head pose is hard to directly explore from the high-dimensional space interpreted as face images, which is, however, can be efficiently represented in low-dimensional manifold. Therefore, in this chapter, classical manifold learning algorithms are introduced and the corresponding application on head pose estimation are elaborated. Several extensions of manifold learning algorithms which are developed especially for head pose estimation are also discussed and compared.",book:{id:"5488",slug:"manifolds-current-research-areas",title:"Manifolds",fullTitle:"Manifolds - Current Research Areas"},signatures:"Chao Wang, Yuanhao Guo and Xubo Song",authors:[{id:"190308",title:"Dr.",name:"Chao",middleName:null,surname:"Wang",slug:"chao-wang",fullName:"Chao Wang"},{id:"190461",title:"Prof.",name:"Xubo",middleName:null,surname:"Song",slug:"xubo-song",fullName:"Xubo Song"},{id:"191562",title:"MSc.",name:"Yuanhao",middleName:null,surname:"Guo",slug:"yuanhao-guo",fullName:"Yuanhao Guo"}]}],onlineFirstChaptersFilter:{topicId:"165",limit:6,offset:0},onlineFirstChaptersCollection:[],onlineFirstChaptersTotal:0},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:8,limit:8,total:0},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:8,numberOfPublishedChapters:87,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:98,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:27,numberOfPublishedChapters:286,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:9,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:139,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:129,numberOfOpenTopics:0,numberOfUpcomingTopics:2,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!1},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:105,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:9,numberOfPublishedChapters:101,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:11,numberOfOpenTopics:2,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:0,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!1},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:9,numberOfOpenTopics:4,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. 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For example, some of the issues of interest could be the following: Advances in evolutionary computation (Genetic algorithms, Genetic programming, Bio-inspired metaheuristics, Hybrid metaheuristics, Parallel ECs); Applications of evolutionary algorithms (Machine learning and Data Mining with EAs, Search-Based Software Engineering, Scheduling, and Planning Applications, Smart Transport Applications, Applications to Games, Image Analysis, Signal Processing and Pattern Recognition, Applications to Sustainability).",coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",keywords:"Genetic Algorithms, Genetic Programming, Evolutionary Programming, Evolution Strategies, Hybrid Algorithms, Bioinspired Metaheuristics, Ant Colony Optimization, Evolutionary Learning, Hyperparameter Optimization"},{id:"26",title:"Machine Learning and Data Mining",scope:"The scope of machine learning and data mining is immense and is growing every day. It has become a massive part of our daily lives, making predictions based on experience, making this a fascinating area that solves problems that otherwise would not be possible or easy to solve. This topic aims to encompass algorithms that learn from experience (supervised and unsupervised), improve their performance over time and enable machines to make data-driven decisions. It is not limited to any particular applications, but contributions are encouraged from all disciplines.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/26.jpg",keywords:"Intelligent Systems, Machine Learning, Data Science, Data Mining, Artificial Intelligence"},{id:"27",title:"Multi-Agent Systems",scope:"Multi-agent systems are recognised as a state of the art field in Artificial Intelligence studies, which is popular due to the usefulness in facilitation capabilities to handle real-world problem-solving in a distributed fashion. The area covers many techniques that offer solutions to emerging problems in robotics and enterprise-level software systems. Collaborative intelligence is highly and effectively achieved with multi-agent systems. Areas of application include swarms of robots, flocks of UAVs, collaborative software management. Given the level of technological enhancements, the popularity of machine learning in use has opened a new chapter in multi-agent studies alongside the practical challenges and long-lasting collaboration issues in the field. It has increased the urgency and the need for further studies in this field. We welcome chapters presenting research on the many applications of multi-agent studies including, but not limited to, the following key areas: machine learning for multi-agent systems; modeling swarms robots and flocks of UAVs with multi-agent systems; decision science and multi-agent systems; software engineering for and with multi-agent systems; tools and technologies of multi-agent systems.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/27.jpg",keywords:"Collaborative Intelligence, Learning, Distributed Control System, Swarm Robotics, Decision Science, Software Engineering"}],annualVolumeBook:{},thematicCollection:[],selectedSeries:{title:"Artificial Intelligence",id:"14"},selectedSubseries:null},seriesLanding:{item:{id:"7",title:"Biomedical Engineering",doi:"10.5772/intechopen.71985",issn:"2631-5343",scope:"Biomedical Engineering is one of the fastest-growing interdisciplinary branches of science and industry. The combination of electronics and computer science with biology and medicine has improved patient diagnosis, reduced rehabilitation time, and helped to facilitate a better quality of life. Nowadays, all medical imaging devices, medical instruments, or new laboratory techniques result from the cooperation of specialists in various fields. The series of Biomedical Engineering books covers such areas of knowledge as chemistry, physics, electronics, medicine, and biology. This series is intended for doctors, engineers, and scientists involved in biomedical engineering or those wanting to start working in this field.",coverUrl:"https://cdn.intechopen.com/series/covers/7.jpg",latestPublicationDate:"May 7th, 2022",hasOnlineFirst:!0,numberOfOpenTopics:3,numberOfPublishedChapters:96,numberOfPublishedBooks:12,editor:{id:"50150",title:"Prof.",name:"Robert",middleName:null,surname:"Koprowski",fullName:"Robert Koprowski",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYTYNQA4/Profile_Picture_1630478535317",biography:"Robert Koprowski, MD (1997), PhD (2003), Habilitation (2015), is an employee of the University of Silesia, Poland, Institute of Computer Science, Department of Biomedical Computer Systems. For 20 years, he has studied the analysis and processing of biomedical images, emphasizing the full automation of measurement for a large inter-individual variability of patients. Dr. Koprowski has authored more than a hundred research papers with dozens in impact factor (IF) journals and has authored or co-authored six books. Additionally, he is the author of several national and international patents in the field of biomedical devices and imaging. Since 2011, he has been a reviewer of grants and projects (including EU projects) in biomedical engineering.",institutionString:null,institution:{name:"University of Silesia",institutionURL:null,country:{name:"Poland"}}},subseries:[{id:"7",title:"Bioinformatics and Medical Informatics",keywords:"Biomedical Data, Drug Discovery, Clinical Diagnostics, Decoding Human Genome, AI in Personalized Medicine, Disease-prevention Strategies, Big Data Analysis in Medicine",scope:"Bioinformatics aims to help understand the functioning of the mechanisms of living organisms through the construction and use of quantitative tools. The applications of this research cover many related fields, such as biotechnology and medicine, where, for example, Bioinformatics contributes to faster drug design, DNA analysis in forensics, and DNA sequence analysis in the field of personalized medicine. Personalized medicine is a type of medical care in which treatment is customized individually for each patient. Personalized medicine enables more effective therapy, reduces the costs of therapy and clinical trials, and also minimizes the risk of side effects. Nevertheless, advances in personalized medicine would not have been possible without bioinformatics, which can analyze the human genome and other vast amounts of biomedical data, especially in genetics. The rapid growth of information technology enabled the development of new tools to decode human genomes, large-scale studies of genetic variations and medical informatics. The considerable development of technology, including the computing power of computers, is also conducive to the development of bioinformatics, including personalized medicine. In an era of rapidly growing data volumes and ever lower costs of generating, storing and computing data, personalized medicine holds great promises. Modern computational methods used as bioinformatics tools can integrate multi-scale, multi-modal and longitudinal patient data to create even more effective and safer therapy and disease prevention methods. Main aspects of the topic are: Applying bioinformatics in drug discovery and development; Bioinformatics in clinical diagnostics (genetic variants that act as markers for a condition or a disease); Blockchain and Artificial Intelligence/Machine Learning in personalized medicine; Customize disease-prevention strategies in personalized medicine; Big data analysis in personalized medicine; Translating stratification algorithms into clinical practice of personalized medicine.",annualVolume:11403,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/7.jpg",editor:{id:"351533",title:"Dr.",name:"Slawomir",middleName:null,surname:"Wilczynski",fullName:"Slawomir Wilczynski",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000035U1loQAC/Profile_Picture_1630074514792",institutionString:null,institution:{name:"Medical University of Silesia",institutionURL:null,country:{name:"Poland"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"5886",title:"Dr.",name:"Alexandros",middleName:"T.",surname:"Tzallas",fullName:"Alexandros Tzallas",profilePictureURL:"https://mts.intechopen.com/storage/users/5886/images/system/5886.png",institutionString:"University of Ioannina, Greece & Imperial College London",institution:{name:"University of Ioannina",institutionURL:null,country:{name:"Greece"}}},{id:"257388",title:"Distinguished Prof.",name:"Lulu",middleName:null,surname:"Wang",fullName:"Lulu Wang",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRX6kQAG/Profile_Picture_1630329584194",institutionString:null,institution:{name:"Shenzhen Technology University",institutionURL:null,country:{name:"China"}}},{id:"225387",title:"Prof.",name:"Reda",middleName:"R.",surname:"Gharieb",fullName:"Reda Gharieb",profilePictureURL:"https://mts.intechopen.com/storage/users/225387/images/system/225387.jpg",institutionString:"Assiut University",institution:{name:"Assiut University",institutionURL:null,country:{name:"Egypt"}}}]},{id:"8",title:"Bioinspired Technology and Biomechanics",keywords:"Bioinspired Systems, Biomechanics, Assistive Technology, Rehabilitation",scope:'Bioinspired technologies take advantage of understanding the actual biological system to provide solutions to problems in several areas. Recently, bioinspired systems have been successfully employing biomechanics to develop and improve assistive technology and rehabilitation devices. The research topic "Bioinspired Technology and Biomechanics" welcomes studies reporting recent advances in bioinspired technologies that contribute to individuals\' health, inclusion, and rehabilitation. Possible contributions can address (but are not limited to) the following research topics: Bioinspired design and control of exoskeletons, orthoses, and prostheses; Experimental evaluation of the effect of assistive devices (e.g., influence on gait, balance, and neuromuscular system); Bioinspired technologies for rehabilitation, including clinical studies reporting evaluations; Application of neuromuscular and biomechanical models to the development of bioinspired technology.',annualVolume:11404,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/8.jpg",editor:{id:"144937",title:"Prof.",name:"Adriano",middleName:"De Oliveira",surname:"Andrade",fullName:"Adriano Andrade",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRC8QQAW/Profile_Picture_1625219101815",institutionString:null,institution:{name:"Federal University of Uberlândia",institutionURL:null,country:{name:"Brazil"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"49517",title:"Prof.",name:"Hitoshi",middleName:null,surname:"Tsunashima",fullName:"Hitoshi Tsunashima",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYTP4QAO/Profile_Picture_1625819726528",institutionString:null,institution:{name:"Nihon University",institutionURL:null,country:{name:"Japan"}}},{id:"425354",title:"Dr.",name:"Marcus",middleName:"Fraga",surname:"Vieira",fullName:"Marcus Vieira",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00003BJSgIQAX/Profile_Picture_1627904687309",institutionString:null,institution:{name:"Universidade Federal de Goiás",institutionURL:null,country:{name:"Brazil"}}},{id:"196746",title:"Dr.",name:"Ramana",middleName:null,surname:"Vinjamuri",fullName:"Ramana Vinjamuri",profilePictureURL:"https://mts.intechopen.com/storage/users/196746/images/system/196746.jpeg",institutionString:"University of Maryland, Baltimore County",institution:{name:"University of Maryland, Baltimore County",institutionURL:null,country:{name:"United States of America"}}}]},{id:"9",title:"Biotechnology - Biosensors, Biomaterials and Tissue Engineering",keywords:"Biotechnology, Biosensors, Biomaterials, Tissue Engineering",scope:"The Biotechnology - Biosensors, Biomaterials and Tissue Engineering topic within the Biomedical Engineering Series aims to rapidly publish contributions on all aspects of biotechnology, biosensors, biomaterial and tissue engineering. We encourage the submission of manuscripts that provide novel and mechanistic insights that report significant advances in the fields. Topics can include but are not limited to: Biotechnology such as biotechnological products and process engineering; Biotechnologically relevant enzymes and proteins; Bioenergy and biofuels; Applied genetics and molecular biotechnology; Genomics, transcriptomics, proteomics; Applied microbial and cell physiology; Environmental biotechnology; Methods and protocols. Moreover, topics in biosensor technology, like sensors that incorporate enzymes, antibodies, nucleic acids, whole cells, tissues and organelles, and other biological or biologically inspired components will be considered, and topics exploring transducers, including those based on electrochemical and optical piezoelectric, thermal, magnetic, and micromechanical elements. Chapters exploring biomaterial approaches such as polymer synthesis and characterization, drug and gene vector design, biocompatibility, immunology and toxicology, and self-assembly at the nanoscale, are welcome. Finally, the tissue engineering subcategory will support topics such as the fundamentals of stem cells and progenitor cells and their proliferation, differentiation, bioreactors for three-dimensional culture and studies of phenotypic changes, stem and progenitor cells, both short and long term, ex vivo and in vivo implantation both in preclinical models and also in clinical trials.",annualVolume:11405,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/9.jpg",editor:{id:"126286",title:"Dr.",name:"Luis",middleName:"Jesús",surname:"Villarreal-Gómez",fullName:"Luis Villarreal-Gómez",profilePictureURL:"https://mts.intechopen.com/storage/users/126286/images/system/126286.jpg",institutionString:null,institution:{name:"Autonomous University of Baja California",institutionURL:null,country:{name:"Mexico"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"35539",title:"Dr.",name:"Cecilia",middleName:null,surname:"Cristea",fullName:"Cecilia Cristea",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYQ65QAG/Profile_Picture_1621007741527",institutionString:null,institution:{name:"Iuliu Hațieganu University of Medicine and Pharmacy",institutionURL:null,country:{name:"Romania"}}},{id:"40735",title:"Dr.",name:"Gil",middleName:"Alberto Batista",surname:"Gonçalves",fullName:"Gil Gonçalves",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYRLGQA4/Profile_Picture_1628492612759",institutionString:null,institution:{name:"University of Aveiro",institutionURL:null,country:{name:"Portugal"}}},{id:"211725",title:"Associate Prof.",name:"Johann F.",middleName:null,surname:"Osma",fullName:"Johann F. Osma",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSDv7QAG/Profile_Picture_1626602531691",institutionString:null,institution:{name:"Universidad de Los Andes",institutionURL:null,country:{name:"Colombia"}}},{id:"69697",title:"Dr.",name:"Mani T.",middleName:null,surname:"Valarmathi",fullName:"Mani T. Valarmathi",profilePictureURL:"https://mts.intechopen.com/storage/users/69697/images/system/69697.jpg",institutionString:"Religen Inc. | A Life Science Company, United States of America",institution:null},{id:"205081",title:"Dr.",name:"Marco",middleName:"Vinícius",surname:"Chaud",fullName:"Marco Chaud",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSDGeQAO/Profile_Picture_1622624307737",institutionString:null,institution:{name:"Universidade de Sorocaba",institutionURL:null,country:{name:"Brazil"}}}]}]}},libraryRecommendation:{success:null,errors:{},institutions:[]},route:{name:"chapter.detail",path:"/chapters/55377",hash:"",query:{},params:{id:"55377"},fullPath:"/chapters/55377",meta:{},from:{name:null,path:"/",hash:"",query:{},params:{},fullPath:"/",meta:{}}}},function(){var e;(e=document.currentScript||document.scripts[document.scripts.length-1]).parentNode.removeChild(e)}()