\r\n\t \r\n\tThis book aims to present the basic concepts about the cobalt based alloys, mechanisms of their formation, and applications in various fields. This will be interesting for the research students, scientists, engineers, and material scientists.
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1. Introduction
Nasopharyngeal carcinoma (NPC) is a rare disease and one of the most common types of malignancies that appear in the nasopharynx, which is the narrow tube passage behind the nasal cavity and one of the malignancies associated with the Epstein-Barr virus (EBV) and is considered one of the malignant and rare tumors in most parts of the world and is distinguished by distribution geographical and ethnic [1]. In southern China, it is one of the leading causes of death and morbidity. Notwithstanding the common burden of NPC in some endemic areas, the etiology and prevention of NPC is relatively unknown.
In 1978 the histopathological classification of nasopharyngeal carcinoma proposed by the World Health Organization was adopted, which divided tumors into three types. Type 1 was typical of squamous cell carcinoma, similar to the rest of the upper gastrointestinal tract. The second type included non-keratinized squamous cell carcinoma and the third type was undifferentiated carcinoma. In epidemiological research this classification is more applicable and has been shown to have a predictive effect. Undifferentiated carcinomas have a higher rate of localized tumor control during treatment and a higher rate of distant metastases.
Among cancers of the head and neck, nasopharyngeal carcinoma is one of the most common type of cancers [2]. It is also a virulent disease that has been accounted for to occur in many parts of the world with a uniform incidence rate for age and sex, one of every 100,000 every year [3]. This malignant growth has an unequal geographical distribution with the incidence rate on one continent higher than on other continents, which was very high in Asia (80%) and 10% in Africa. The rest 10% have been accounted for somewhere in the world, and Southeast Asian nations represent 67% of cancer burden worldwide. In addition to geographical differences, some ethnic gatherings might be in danger of creating nasopharyngeal malignancy. For example: Bidayuh on Borneo Island, Inuit in the Arctic and Nagas in Northern India, with an old norm of more than 16 for every 100,000 every year for men [4].
In non endemic regions, during last 50 years, incidence of poorly or undifferentiated NPC raised [5, 6]. However, this was supposed to be mostly related to the increase of migration flows towards these areas from endemic regions rather than an augmented exposure of residents to risk factors for NPC development. Indeed, in low incidence countries, the risk of development of NPC in immigrants is estimated to be around 30-fold greater than in residents. The association between Epstein-Barr virus (EBV) and nasopharyngeal carcinoma (NPC), has marked geographic and ethnic differences in its incidence [7]. The Over population in Asia, responsible for the increased rate of death by NPC, from 45,000 (in 1990) to 65,000 (in 2010) [8]. In Africa and some regions of East Asia, the nasopharyngeal carcinoma is more common and the incidence rate is generally lower from 1 for every 100,000 persons [9]. However, there are around 25 per 100,000 people in southern China, which is 18% of all cancers [10]. In Asia, NPC occurs in all ages but more common in the middle-aged population, although there is a high incidence of cases in children in Africa. A study on NPC and EBV showed a particular association between natural factors such as viral antibody factors, genetic factors and diet [11].
NPC is one of the highly invasive neoplasia and malignancies that spread early to regional lymph nodes [12]. Radiation therapy (RT) is also seen as an essential supportive treatment for management because of the sensitivity of the radiation to the type of disease. In advanced stages of disease, chemotherapy (CT) has been used for more than 20 years and some studies confirmed the benefit of chemoradiotherapy (CRT) in stages II to IV [13].
2. Global trends
In 2012, 86,691 nasopharynx cancer cases occurred in the world and 50,831 nasopharynx death cases, and in 2018 there were around 130,000 accidents and more than 73,000 deaths from nasopharyngeal carcinoma (NPC) worldwide [14]. The global NPC incidence and mortality distribution reported very high rates (more than 20-30/100,000 men and 10/100,000 women) in Southeast Asia [15], some regions of southern China, [16], Singapore, [17] Hong Kong, [18] Taiwan, [19] Selected Chinese immigrants (mainly to North America), [20, 21] and the Middle East [22]. In most of the western countries, Latin America and Japan that are non-endemic areas, the incidence rate of NPC showed less than 1/100,000 [23]. Recent studies have shown the incidence of NPC is high in cities like Zhongshan, Zhuhai, Hong Kong, and Jiangmen (standard age: 12.8-25 per 100,000 per year for men) in southern China [24, 25, 26] (Figure 1).
Figure 1.
Incidence of Nasopharyngeal carcinoma (2012) (GLOBOCAN 2012) [26].
3. Age and gender
The incidence of nasopharyngeal carcinoma increases two to three times more frequently in men than in women [27]. Male predominance in the population is a common trait among NPC patients. Male dominance in the incidence of NPC can be partly explained by biological or gender differences or different lifestyles in the prevalence of some environmental risk factors, such as smoking and hazardous occupational exposure [28].
The nasopharyngeal carcinoma incidence in most low-risk groups is consistent with increasing age [29]. On the other hand, in the 50 to 59 age group, the incidence of NPC increases because these groups are more susceptible, and then decreases [30], which is related to the exposure of these groups to carcinogens in the early life stages [31].
It can take several decades for nasopharyngeal carcinoma to develop malignant cells. After that, the signs appear. Therefore, the outcome of carcinogens exposure in early life will have a sizeable effect on the development of this cancer [28].
4. Risk factors
Since the first case of this malignancy was recorded in 1901 [32], the etiology of the NPC has not been identified as a mystery. Risk factors for NPC, most commonly in men [33], include a family history of NPC, EBV infection, low intake of fresh vegetables and fruits, high consumption of salt-canned fish, smoking and Cantonese races [34]. On the other side, a reduced risk may be associated with a history of infectious mononucleosis (IM) and HLA genotypes [35]. Other potential risk factors are the genetic polymorphism in glutathione S-transferase M1 (GSTM1), GSTT1, cytochrome P450 2E1 (CYP2E1) and CYP2A6 [36], possibly high consumption of other preserved foods [37, 38] and the history of chronic respiratory diseases. The exposures to dust and formaldehyde, nickel exposure and consumption of herbal medicine are less established risk factors [39].
4.1 Epstein-Barr virus (EBV)
The relationship of NPC to EBV-associated is known and proven, and EBV infection is one of the common infectious agents in the population. This relationship concluded the hypothesis that an EBV subtype of NPC plays a role in increasing the incidence of NPC in the epidemic regions. The association between EBV infection and nasopharyngeal carcinoma is very strong and has been demonstrated in several studies [40].
In the nucleus of malignant cells there are approximately 30 copies of the EBV gene. Most versions refer to the presence of "small circular chromosomes" called episomes. In some cases, these episomes are adjacent to the viral DNA releases. The use of serological and virological tests is recommended to diagnose and study the populations at risk. In areas with an increased incidence of nasopharyngeal carcinoma, high levels of IgA antibodies with EBV capsid antigen and Epstein-Barr nuclear antigen are considered to be a valuable screening test or the new prediction model combining VCA/IgA and EBNA1/IgA which will improve diagnosis of NPC and could identify high-risk population [41].
4.2 Familial history and genetic susceptibility
It is known that families with a history of cancer, particularly nasopharyngeal carcinoma, are 4 to 10 times more likely to develop nasopharyngeal carcinoma. Some studies have reported that familial clustering is stable in areas with a high incidence of NPC [42] and in areas with low to moderate incidence [43]. In southern China, where NPC is endemic, more than 5% reported NPC with a positive family history of NPC in cases with first-degree family history [44]. Evidence and studies of previous case control studies have shown indifferent populations that the odds ratios for people between 2 and 20 with history of NPC and history of first-degree family were compared to people without such a medical history [45]. This size of association is among the highest in any malignant disease. In nasopharyngeal carcinoma the genetic research focuses on genes of human leukocyte antigen. Where it occurred in subjects with presence of EBV and weak HLA allele, the antigens likely increased the risk of developing nasopharyngeal carcinoma. The development of NPC less likely in people with the presence of EBV associated with strong HLA allele. In etiology of NPC, it is possible that genetics and environmental exposure play a common role. Four correlation studies with susceptibility sites of 4p15.1_q12, 6p2153, 3p21.31e21.2 and 5p13 in NPC families of a single major susceptibility gene were observed and reported, supported by the results of NPC complex family segregation analysis, indicating that this the pathogens of NPC includes the interaction of many environmental and genetic factors [46, 47].
The genetic factor is one of the notable features of the race distribution in the cantonese population. The shared roles of environmental factors, lifestyle and genetics should not be ignored. Whether familial NPC cases differ significantly from sporadic cases in terms of clinical features (such as histopathology, stage of disease, and prognosis), gender, race, age, EBV sera, genetic risk factors, and environmental risk factors [48].
4.3 Exposure to carcinogens
4.3.1 Salt-preserved foods and fish
Several studies have reported that eating fish with salt is considered a risk factor for cancer. For the Chinese, the relative risk of developing pharyngeal cancer is lower among weekly consumers than those who use very little or no salt-canned fish. Overall it was about 1.4 to 3.2 [36, 37]. The relative risks are between 1.8 and 7.5 for those who consume daily [49, 50]. The risk of developing nasopharyngeal carcinoma is higher with other canning foods such as fruits, vegetables, eggs and meat in Southeast Asia, Southern China, the Middle East, North Africa and the Arctic [51]. This preservative food is also implicated in people found in low-incidence areas of northern China and the United States [52].
4.3.2 Exposure to smoking and occupational products
The direct relationship between nasopharyngeal carcinoma and smoking was confirmed by reports that people who had smoked cigarettes for ten years or more were more likely to develop NPC [53]. Several studies have confirmed that cigarette smoking is linked to nasopharyngeal carcinoma. The relationship pattern between the risk of developing nasopharyngeal carcinoma and smoking depends on the dose, especially in well-differentiated nasopharyngeal carcinoma [54]. Lin et al. [55] compared the surroundings of NPC patient with those of neighboring controls in Taiwan and found that cigarettes were smoking and working in poorly ventilated rooms was closely related to the NPC.
Another study found that long-term cigarette smoking was linked to the NPC, but only to a minor extent exposure to cigarette smoke through passive exposure to smoking and alcohol consumption is not associated with a disease risk [56].
4.3.3 Oral hygiene
There is a connection between poor oral hygiene in the elderly and cancers of the head, neck, esophagus and stomach [57]. In NPC, periodontal disease can increase recurrent inflammation and thus increase possibility of developing NPC as the inflammatory response may be on the way to promoting carcinogenesis, Zhiwei Liu et al 2016 suggested poor oral health may increase risk of NPC [58]. In addition, When more teeth are lost, the bacterial load also increases. Some types of bacteria are involved in the increased production of nitrosamine, which is thought to be carcinogenic and has been linked to the development of NPC. Poor oral hygiene can also increase the risk of NPC by EBV stimulation and proliferation, as evidenced by higher viral loads in people with periodontitis more than others [59].
4.3.4 Other risk factors
The relationship between alcohol consumption and nasopharyngeal carcinoma has been documented in complicated ways. Several studies have documented that there is no clear confirmation of a relationship between the risk of nasopharyngeal carcinoma and alcohol consumption [60]. Other studies confirmed the relation between nasopharyngeal carcinoma and the exposure to wood dust. Several studies have shown an increased risk of developing nasopharyngeal carcinoma after exposure to formaldehyde [61]. Exposure to other chemicals or stimuli such as smoke, steam, cotton dust, chemicals, flammable products, or solvents such as chlorophenol and phenoxy acid increases the risk of developing nasopharyngeal carcinoma [62]. An association between nasal cavity and sinus cancer and the textile work has also been reported [63]. In addition, several other non-dietary risk factors for nasopharyngeal carcinoma have been included [64]. It has been reported that occupational exposure to combustion products and cotton dust is independently related to NPC risk. The risk of developing NPC also increases through occupational exposure to formaldehyde and not through exposure to wood dust [65]. However, this association appears to be specific to squamous cell carcinoma. In addition, eating canned foods has been linked to NPC at a young age and risk in all population groups [33]. Studies and data on inhalation of different types of smoke/fumes/dust show that inhalants can play an important role, although they can secondary as a catalyst is the high incidence of NPC in various geographic regions of the world.
5. Treatment
5.1 Radiation therapy
Radiation therapy is the first type of cancer treatment method for non-invasive nasopharyngeal carcinoma (NPC) due to anatomical limitations and high sensitivity to radiation. One of the treatment method is with two-dimensional radiation therapy (2DRT), which has been converted to 3D compliant radiation therapy, and particularly highly modified radiation therapy (IMRT), is an important step forward in the treatment of NPC.
IMRT use was first reported in 2000 by the University of California at San Francisco. The results with 100% local control and a 4-year operating system are a dramatic 94%.
The second phase of II trails 0225 by the Radiation Oncology Group then showed that it is possible to transfer IMRT to a multi-institutional setting [66]. Three comparative randomized trials studies of IMRT and 2DRT have been applied. Chen et al. The studies confirmed a significant improvement in the therapeutic ratio by IMRT: The use of IMRT in patients with NPC demonstrated an improved terminal therapeutic ratio compared to 2DRT over a follow-up period of more than 10 years with significant improvement in OS, FFS, and L-FFS [67].
5.2 Adjuvant and neoadjuvant chemotherapy
While chemotherapy given concurrently with RT offers consistent benefits, the adjuvant chemotherapy role after alternative chemoradiotherapy is uncertain. The chemotherapy induction attempts for cases with local metastasis which include concomitant chemotherapy and radiation therapy, followed by adjuvant chemotherapy, in which an increased rate of NPC relapse in remote locations was observed in a large proportion of patients. These studies have shown the usefulness of this strategy for the OS. The administration of adjuvant chemotherapy was associated with significant toxicity, with 25-45% of the patients exhibiting high grade toxicities [68]. In addition, some research studies evaluating chemoradiotherapy protocols without adjuvant chemotherapy which provided similar results to studies using simultaneous and adjuvant chemotherapy, raising questions about the actual results and benefits of adjuvant chemotherapy for NPC control [69].
In theory, novel chemotherapy can prevent micrometastases earlier and also facilitate the mapping of RT by decreasing local metastasis, especially in large tumors. So far, phase III studies on novel adjuvant chemotherapy with post-radiation therapy alone have proven no difference in OS compared to RT [70]. An up to date meta-analysis of MAC-NPC contained data from a number of induction chemotherapy studies and showed statistically excellent results in survival without disease progression, but not in OS [71]. Increased cases with leukopenia and neutropenia rates observed during the CRT period [72]. This confirms the primary interest in the new induction/adjuvant approach, which could interfere with the delivery of chemotherapy with effective doses and/or radiation therapy during the period of CRT or increased toxicity and outweigh the potential benefits of the induction-based approach.
5.3 Treatment in advanced NPC
Although chemotherapy concurrently with radiation has resulted in many improvements with significant outcomes in NPC patients, and improve survival in locally advanced NPC over 5 years in 50-70%. A large proportion of patients have relapsed either locally or in distant sites, or both. Adding more chemotherapy drugs to available protocols is not a viable approach as CRT already exhibits significant toxicity. Instead, more research aims to identify the possibility of recurrence or relapse before treatment or at the end of the CRT assessment, who can focus on additional research methods. Second, the use of personalized target therapy in conjunction with radiation therapy or chemotherapy is assessed.
In NPC patients, the epidermal growth factor receptor (EGFR) overexpression is 80% or more and associated with lower survival results [73]. Adding of cetuximab, a monoclonal chimeric antibody in patients with squamous cell carcinoma of the head and neck against EGFR in conjunction with RT of HNSCC in locally advanced stages, which reported improvement and significant in OS in comparison to RT alone [74]. The evaluation of cetuximab in concurrent with radiation therapy in comparison to standard CRT in NPC patients has not proven to be more effective due to the association with increased rates of mucositis [75]. The combination of IMRT radiation therapy and weekly cisplatin with cetuximab was more effective in patients in advanced stages [76].
5.4 Palliative chemotherapy for metastasis and relapses NPC
Palliative chemotherapy is very important and plays role in control of disease and keep patients in good conditions as well as in extending survival of patients with NPC metastases as NPC is very sensitive to chemotherapy cancer. Standard treatment includes chemotherapy with platinum in combination with other drugs such as 5-FU with cisplatin/carboplatin and paclitaxel with gemcitabine. Patients treated for long time with platinum chemotherapy, can achieve a significant response with rates of up to 80% and an average survival rate of 12 to 18 months [77]. There is a significant correlation between higher response rates with a combination therapy regimen than monotherapy, and platinum is a good treatment, but it is not the main criterion or standard treatment. Regardless of the treatment regimen chosen for the first line, the average progression time after 7 to 10 months remains relatively constant [78, 79]; This is related to the development of platinum resistance. The response rates for a triple therapy with paclitaxel/carboplatin/gemcitabine are impressive and close to 80%. However, the average response time is about 8 months, similar to two drug regimens [80].
5.5 Novel therapies: molecular-targeted agents
The past 10 years have seen the development of new treatments for NPC and this has been somewhat simultaneous with the development of treatment for other cancers. Little progress has been made in recent years beyond the usual cytotoxic approaches. EGFR-mediated signaling pathways inhibited by the molecular factors that lead to inhibition of cell growth and cell apoptosis which include tyrosine kinase inhibitors, for example gefitinib and monoclonal antibodies [81].
In a number of centers, Ueda and colleagues [82] investigating a combination treatment of carboplatin, paclitaxel and cetuximab in patients with metastatic or recurrent or with repeated platinum-resistant NPC showed good survival benefit, an overall response rate reach to 64 % and a median OS of 29.1 months with follow up for 30 months. The treatment with gefitinib had little response rates in metastatic and recurrent NPC treated previously with platinum-based chemotherapy. The symptomatic improvement and disease stabilization were observed in some cases [83].
Multikinase inhibitors target tyrosine kinases such as fibroblast growth factor receptor (FGFR), platelet-derived growth factor receptor (PDGFR) and vascular endothelial growth factor receptor (VEGFR) and drugs such as pazopanib (VEGFR, PDGFR, FGFR, c-KIT), sorafenib (VEGFR, PDGFR, Raf kinases), and sunitinib (PDGFR, VEGFR, C-KIT), have been evaluated in NPC [84, 85].
6. Mortality and survival
6.1 Mortality of NPC
Global mortality rates of NPCestimated 51,000 deaths in 2012 among females and males were 0.04 per 10, 000 and 0.1 per 10,000, respectively.
The mortality rate were high in Southeast Asia, East Asia, East Africa North Africa and Micronesia. Nasopharyngeal carcinoma is the native cancer of Southeast Asia and the countries with the highest mortality were Malaysia, Singapore, Indonesia, Vietnam, and Brunei [26] (Figure 2).
Figure 2.
Mortality rate of nasopharyngeal carcinoma in Asia in 2012 (GLOBOCAN 2012) [26].
6.2 Survival patterns of NPC
Early diagnosed NPC patients respond very well to radiation, and this treatment shows promise. Radiation therapy is the strategy treatment for treating NPC. However, approximately 70% of stage III or IV NPC patients are exposed to a local and/or regional condition of distant metastases or recurrences after radiation therapy [86]. Treatment with combination of chemotherapy and radiation therapy often required for advanced NPC [87].
Studies have shown that intensity modulated radiation therapy (IMRT) often produces larger radiation dose distributions corresponding to improved tumor exposure and allows for lower doses of normal tissue for a variety of cancers that occur in the head and neck area [88]. In addition, the prognosis of NPC associated with many factors are, including age, sex, TNM stage, histology, radiation dose, leukopenia and anemia, and the type of combined chemotherapy [89]. Therefore, minimizing the risk of late complication and distant metastasis and maximizing the local control should be the key objects in designing future treatment.
7. Conclusions
Nasopharyngeal carcinoma is a rare head and neck malignancy and the native malignancy of Southeast Asia. Nasopharyngeal carcinoma (NPC), predominantly associated with Epstein-Barr virus (EBV), is characterized by remarkable geographical and racial differences in its incidence. The incidence of NPC is generally less than 1 per 100,000 individuals; however, in southern China it is around 25 per 100,000 individuals, accounting for 18% of all cancers. Epidemiological studies over the past few decades have shown a gradual decrease in incidence and a marked decrease in NPC mortality. However, the rise in population in Asia has increased the number of deaths caused by NPCs from 45,000 in 1990 to 65,000 in 2010.
The development of image diagnostic techniques and introducing chemoradiotherapy (chemo-IMRT) followed by adjuvant chemotherapy resulted in excellent locoregional control and increased survival rates among patients with NPC.
\n',keywords:"nasopharyngeal carcinoma, epidemiology, risk factors, Epstein-Barr virus, clinical outcomes",chapterPDFUrl:"https://cdn.intechopen.com/pdfs/75804.pdf",chapterXML:"https://mts.intechopen.com/source/xml/75804.xml",downloadPdfUrl:"/chapter/pdf-download/75804",previewPdfUrl:"/chapter/pdf-preview/75804",totalDownloads:321,totalViews:0,totalCrossrefCites:1,totalDimensionsCites:1,totalAltmetricsMentions:0,impactScore:1,impactScorePercentile:52,impactScoreQuartile:3,hasAltmetrics:0,dateSubmitted:"July 24th 2020",dateReviewed:"February 24th 2021",datePrePublished:"March 19th 2021",datePublished:"September 8th 2021",dateFinished:"March 19th 2021",readingETA:"0",abstract:"Nasopharyngeal carcinoma (NPC) is a rare head and neck neoplasm worldwide. It is common among the southern Chinese with significant geographical variation with the highest incidence being in Southeast Asia up to 6.4/100,000 males and 2.4/100,000 females in these regions and the Epstein Barr virus (EBV) is associated closely with NPC. This disease has peculiarities in its etiopathogenesis, presentation, risk of nodal and distant metastasis, response to therapy and overall survival (OS) outcomes that stand out as compared to other head and neck cancer subsites. NPC is mainly treated by RT and is profoundly radiosensitive and radiotherapy treatment is the spine of treatment for all stages of NPC without far off metastases. Many advances in RT techniques and schedules are attempted to improve outcomes of the disease starting from intracavitary brachytherapy, intensity modulated RT to simultaneous modulated accelerated RT, all showing some promise with most significant benefit seen with addition of chemotherapy, especially in intermediate (Stage II) and advanced (Stage III, IVA, IVB) cases. At a time when modern radiation treatment like intensity-modulated radiotherapy (IMRT) are accomplishing great good local control, distant metastases are getting to be the transcendent design of treatment failure, particularly in patients with locally progressed illness. There are numerous results from clinical trials looking at combined radiation treatment (RT) and chemotherapy for NPC. Survival rates significantly differ between NPC patients according to stages of disease.",reviewType:"peer-reviewed",bibtexUrl:"/chapter/bibtex/75804",risUrl:"/chapter/ris/75804",book:{id:"10336",slug:"pharynx-diagnosis-and-treatment"},signatures:"Gamal Abdul Hamid",authors:[{id:"36487",title:"Prof.",name:"Gamal",middleName:null,surname:"Abdul Hamid",fullName:"Gamal Abdul Hamid",slug:"gamal-abdul-hamid",email:"drgamal2000@yahoo.com",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/36487/images/system/36487.jfif",institution:{name:"University of Aden",institutionURL:null,country:{name:"Yemen"}}}],sections:[{id:"sec_1",title:"1. Introduction",level:"1"},{id:"sec_2",title:"2. Global trends",level:"1"},{id:"sec_3",title:"3. Age and gender",level:"1"},{id:"sec_4",title:"4. Risk factors",level:"1"},{id:"sec_4_2",title:"4.1 Epstein-Barr virus (EBV)",level:"2"},{id:"sec_5_2",title:"4.2 Familial history and genetic susceptibility",level:"2"},{id:"sec_6_2",title:"4.3 Exposure to carcinogens",level:"2"},{id:"sec_6_3",title:"4.3.1 Salt-preserved foods and fish",level:"3"},{id:"sec_7_3",title:"4.3.2 Exposure to smoking and occupational products",level:"3"},{id:"sec_8_3",title:"4.3.3 Oral hygiene",level:"3"},{id:"sec_9_3",title:"4.3.4 Other risk factors",level:"3"},{id:"sec_12",title:"5. Treatment",level:"1"},{id:"sec_12_2",title:"5.1 Radiation therapy",level:"2"},{id:"sec_13_2",title:"5.2 Adjuvant and neoadjuvant chemotherapy",level:"2"},{id:"sec_14_2",title:"5.3 Treatment in advanced NPC",level:"2"},{id:"sec_15_2",title:"5.4 Palliative chemotherapy for metastasis and relapses NPC",level:"2"},{id:"sec_16_2",title:"5.5 Novel therapies: molecular-targeted agents",level:"2"},{id:"sec_18",title:"6. Mortality and survival",level:"1"},{id:"sec_18_2",title:"6.1 Mortality of NPC",level:"2"},{id:"sec_19_2",title:"6.2 Survival patterns of NPC",level:"2"},{id:"sec_21",title:"7. Conclusions",level:"1"}],chapterReferences:[{id:"B1",body:'MaBB, Hui EP and Chan AT: Investigational drugs for nasopharyngealcarcinoma. Expert Opin InvestigDrugs 26: 677-685, 2017.'},{id:"B2",body:'Tsao SW LK, Huang DP. Nasopharyngealcarcinoma. In: Tselis AC, Jenso n H, editors. Epsteion-Bar virus. New York: Taylor & Francis. 2006; pp. 273-295.'},{id:"B3",body:'Ferlay J, Shin H, Bray F, For man D, Mathers C, Park in D. Incidence/mortality data. GLOBOCAN 2008 v2.0. Cancer incidence and mortality worldwide: IARC Cancer Base No. 10 [Internet]. Lyon, France: International Agency for Research on Cancer, 2010'},{id:"B4",body:'Xu ZJ, Zheng RS, Zhang SW, Zou XN, Chen WQ. Nasopharyngeal carcinoma incidence and mortality in China in 2009. Chin J Cancer 2013; 32: 453-458.'},{id:"B5",body:'Chang ET, Adami HO. 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1. Introduction
Grapes (Vitis vinifera L.) are the most produced fruit in the world. The total grape area and its production globally are 7.4 million ha and 77.8 million tons, respectively, in 2018 [1]. About 36% of the total is consumed for fresh, 7% for dried, and 57% for winemaking. Five countries represent 50% of the world’s vineyards. Turkey is in the fifth position in vineyard areas in the world in 2018 with a total surface of 448,000 ha, after Spain, China, France, and Italy. It is the sixth in total grape production (3.9 million tons) among the major grape producers that after China, Italy, USA, Spain, and France; fourth in table grapes (2.2 million tons, 56.1%), and first in dried grape production (396,825 tons, 40.7%), about fortieth in wine grape production among the grape-growing countries. In Turkey, the grapes used for winemaking are 124,800 tons (3.2%) [1].
Soilless culture techniques are primarily applied in ornamental plants and vegetables in the world and Turkey [2, 3]. In recent years, this technique is also used to overcome some problems due to its various advantages in grape cultivation [2, 4, 5, 6]. No need for tillage and soil preparation, protection from soil pathogens, effective use of water and nutrient solutions, reduction of spraying, obtaining more quantity and quality products per unit area, production of new or traditional grape varieties in a more extended period according to market demands, and control of harvest time are among some advantages of soilless cultivation [2, 4, 7].
In the world and Turkey, when it is considered together with the cultivation of greenhouse grapes for early grape ripening or late harvest, grape cultivation in soilless culture is considered an important cultivation method due to its advantages. This technique may be used for both early- and late-maturing grape varieties. According to our current information, no producer grows grapes commercially in soilless culture in Turkey. Studies on the subject are still carried out in horticulture departments of some agriculture faculties and viticulture research institutes.
Depending on the research purposes, different varieties, substrate mixtures, containers and nutrient solutions [2, 4, 7, 8, 9, 10, 11, 12, 13, 14, 15] were used in the grape cultivation experiments in the soilless culture system.
In the studies conducted by Tangolar et al. [6], the effect of substrates on the grape yield and quality of the berries in vines grown in the open and under the greenhouse was determined. The study that examined the yield, cluster, and berry properties of Early Sweet variety determined that perlite:peat (2:1) and cocopeat substrates gave better results. Tangolar et al. [16] also researched Early Sweet and Trakya Ilkeren cultivars to determine the effects of three different media, namely perlite:peat (2:1), cocopeat and pumice, and two different modified Hoagland nutrient solutions on shoot diameter as well as the nutrient element and chlorophyll levels of the leaves and grape yield and quality characteristics. The study found a significant difference between media and nutrient solution application for some characteristics examined.
Achieving a good quality in grapes is an essential goal wherever it is grown; one of the important components that make up the quality is the phytochemical content of the berries. Grapes contain a number of phytochemicals beneficial for human health, as well as amino acids, proteins, vitamins, and minerals [17, 18, 19, 20, 21, 22, 23, 24, 25, 26]. So, berries are efficiently used to increase the nutritional and energy value of the human diet.
Some studies [27] have shown that magnesium, calcium, zinc, and vitamins such as B and C are related to people’s cognitive performance. Clinical findings have revealed that extreme deficiencies of one or more of these nutrients are not uncommon, even in developed countries. These deficiencies may affect cognitive performance, especially in vulnerable groups such as the elderly and those exposed to occupational pressures and difficult living conditions.
Key et al. [28] noted that dietary science is increasingly recognized for its ability to prevent and support disease prevention and new technologies and therapies to improve modern medical practice. Researchers noted that dietary studies help discover specific dietary patterns that promote healthy brain aging and moderate the involvement of nervous systems known to facilitate cognitive performance in later life [28].
The composition of grape berries in different grape cultivars grown open field is affected by different factors such as variety, stress conditions, biostimulants, irrigation, fertigation, pruning, and others [26, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49].
In spite of this, the studies conducted in the world and Turkey found no study of the effects of the different substrates and nutrition solutions on the biochemical content of berries obtained from varieties grown in soilless culture. So, this subject is thought to have not been sufficiently investigated yet.
Because of these, it has been seen beneficial to examine the effects of substrates and nutrition solutions on the biochemical contents, which are essential for human health. Therefore, this study was designated to evaluate the amino acid, mineral, and vitamin content of berries from Early Cardinal table grape cultivar grown in different soilless culture medium and plant nutrient solutions.
2. Materials and methods
2.1 Trial conditions
This research was carried out in a greenhouse at the Department of Horticulture, Faculty of Agriculture, the University of Cukurova, which was conducted under a 21 m, 9 m, and 3 m in length, width, and height greenhouse covered with UV plastic with a thickness of 0.4 mm. During the research, no heating process was done in the greenhouse.
2.2 Plant material
As plant material, own-rooted Early Cardinal grape (V. vinifera L.) cv. grown in soilless culture was used. To produce plant material, cuttings from Early Cardinal grapes (V. vinifera L.) grown were planted in perlite pools on January 15, 2018, and irrigated immediately after planting. Rooting of cutting occurred after approximately 90 days at a satisfactory level. Well-rooted cuttings were selected and transplanted into 32-liter plastic pots containing four different solid growing media, namely, zeolite, cocopeat, zeolite+cocopeat (Z + C) (1:1, v:v), and Z + C (1:2, v:v). A total of three different nutrient solutions were applied to the rooted cuttings: two chemical nutrient solutions (Hoagland (H) and Hoagland A (HA- adapted to the vine) and organic liquid worm fertilizer (OLWF) (Table 1). Nitrogen, phosphorus, potassium, magnesium, sulfur, and boron concentrations in the modified Hoagland solution were reduced between 3.2% (phosphorus) and 76.5% (sulfur) compared with Hoagland, and on the other hand, iron 2, manganese 6, zinc 20, and molybdenum 5 fold have been increased. With the same amount of solution in volume, more N, P, Mg, Zn, Cu, Mn, and Fe were given than Hoagland A and Hoagland through OLWF. The pots were placed in the greenhouse with a distance of 1.50 m between rows and 0.60 m in rows. After planting, a well-irrigation was performed to saturate the cultivation media.
Element
Formula
Hoagland A (mg kg−1)
Hoagland (mg kg−1)
Organic liquid worm fertilizer
N
K2(NO3)2
150
210
5%
P
H3PO4
30
31
0.49%
K
K2SO4
175
235
1.47%
Mg
MgSO4.7H2O
20
48
0.78%
S
CaSO4.H2O
15
64
Not detected
Fe
Fe-EDDHA
5
2.5
5257 ppm
Mn
MnSO4. H2O
3
0.5
565 ppm
B
H3BO3
0.4
0.5
Not detected
Cu
CuSO4 5H2O
0.02
0.02
58 ppm
Zn
ZnSO4 7H2O
1
0.05
152.5 ppm
Mo
(NH4)6Mo7O24.4 H2O
0.05
0.01
Not detected
pH
5.28
Total dry matter
13%
Humic-fulvic acid
38%
Table 1.
Composition and formula of chemical and organic nutrient solutions used in the trial.
One-year-old vines entered the resting period at the end of the first year were pruned and trained to a guyot system to prepare for the crop year, on January 31, 2019. About 20 buds were left per vine. The number of clusters of the vines was equal to 12 clusters by removing the excessive clusters on May 24, 2019, after the berry set. Grapevines were given different solutions within the second vegetation year, starting from the bud burst.
The pH value of the tap water used in the experiment was 7.68, and the EC value was 0.813 mS cm−1. The amount of water given to the plants varied between 1 and 3 L pot−1 per day according to the water-holding capacity of the growth medium. The total amount of nutrients applied per plant in the first and crop year of the experiment is shown in Table 2.
Element
Hoagland A
Hoagland
Organic liquid worm fertilizer
2018
2019
2018
2019
2018
2019
N (g)
12.75
21.00
17.85
29.39
37.40
59.90
P (g)
2.55
4.20
2.64
4.34
3.67
5.87
K (g)
14.87
24.50
19.97
32.89
10.99
17.61
Mg (g)
1.89
15.91
4.53
37.47
5.83
9.34
Zn (mg)
84.92
139.86
4.165
6.86
114.07
182.70
Cu (mg)
1.70
2.80
1.70
2.80
43.38
69.48
B (mg)
85.0
140.00
106.25
175.00
Not detected
Not detected
Mn (mg)
255.0
420.00
42.5
70.00
422.62
676.87
Mo (mg)
0.43
0.70
0.09
0.14
Not detected
Not detected
Fe (mg)
474.8
777.9
235.5
387.8
3932.2
6297.9
Table 2.
The amount of nutrients given per plant by different nutrient solutions in 2 years.
2.3 Biochemical analysis
When the total soluble solids (TSS) reached about 12–14%, five cluster samples were taken from each of the three replicates of treatments on July 1, 2019. After removing from the clusters, stored berries at −20°C before the phytochemical analysis were analyzed in the Department of Genetic and Bio-Engineering, Faculty of Engineering, University of Yeditepe.
2.3.1 Mineral elements
Macro and micronutrient element analyses were carried out using samples of berries. Phosphorus (P) was determined vanadomolibdo phosphoric acid yellow color method as reported by Bremner [50]. Potassium (K), calcium (Ca), magnesium (Mg), iron (Fe), zinc (Zn), copper (Cu), and manganese (Mn) concentrations of the berries were analyzed by atomic absorption spectrophotometer [51].
2.3.2 Amino acids
1 g fresh sample was treated with 0.1 N HCl, homogenized with ultra turrax, and incubated at 4°C for 12 hours. Supernatants were filtered through 0.22-m filters after samples were centrifuged at 1200 rpm for 50 minutes (Millex Millipore). The supernatants were then transferred to a vial, and the amino acids were analyzed in HPLC as described by Antoine et al. [52] and Kitir et al. [53]. Readings from Zorbax Eclipse-AAA 4.6150 mm and 3.5 m columns (Agilent 1200 HPLC) were taken at 254 nm, and the amino acids were identified by comparing them to standards of O-phthaldialdehyde (OPA), fluorenylmethyl-chloroformate (FMOC), and 0.4 N borate. The following solutions were used in the mobile phase chromatography system: Phase A: 40 mM NaH2PO4 (pH: 7.8) and Phase B: acetonitrile/methanol/water (45/45/10 v/v/v), after a 26-minute derivation process in HPLC, aspartate, glutamate, asparagine, serine, glutamine, histidine, glycine, arginine, alanine, tyrosine, cysteine, valine, methionine, tryptophan, phenylalanine, isoleucine, leucine, lysine, thionine, and proline.
A 50 mg frozen berry sample was crushed using liquid nitrogen and extracted with 4.5 mL of 3-sulfosalicylic acid, and then filtered through a Whatman filter paper (#2) for proline measurement. In a test tube, 2 mL of the filtrate were mixed with 2 mL acid-ninhydrin and 2 mL glacial acetic acid for 1 hour at 100°C, stopped the reaction with an ice bath, and the filtrates were analyzed. The concentration of proline was measured spectrophotometrically at 520 nm [54].
2.3.3 Vitamins
2.3.3.1 Vitamin A
Berry samples were ground for vitamin A (Retinol). Berry samples were extracted with a mixture of n-hexane and ethanol. 1% BHT was added and kept in the dark environment for 1 day. At the end of this period, centrifugation was conducted at 4000 rpm (+4°C) for 10 min. The obtained supernatant was filtered with the help of Whatman filter paper and added 0.5 mL of n-hexane. Drying was then performed using nitrogen gas. The residue in the tubes was dissolved in a methanol + tetrahydrofuran mixture. Analyses were carried out in Thermo Scientific Finnigan Surveyor model high-performance liquid chromatography (HPLC) and in amber glass vials on Tray, and autosampler using PDA array detector [55, 56].
2.3.3.2 Vitamin B
A total of 10 g of samples were weighed and homogenized. The samples were then transferred to a conical flask with 25 mL of extraction solution. A shaking water bath at an ambient temperature of 70°C was used to sonicate the solution for 40 minutes. Following sonication, the sample was cooled and filtered to make a volume of 50 mL with extraction solution. The extraction solution was again filtered with filter trips (0.45 μm), and 20 μl aliquots solution was injected into the HPLC by using an auto-sampler. A reversed-phase C-18 analytical column (STR ODS-M, 150 mm 4.6 mm ID, 5 m, Shimadzu Corporation, Japan) separated the B complex vitamins. At 40°C, the mobile phase consists of a 9:1 (v/v) combination of 100 mM sodium phosphate buffer (pH: 2.2) containing 0.8 mM sodium-1-octane sulfonate and acetonitrile. The flow rate was constant at 0.8 mL/min using a PDA detector with a 270 nm absorption rate. The peak area of the corresponding chromatogram was used to calculate B vitamins using the following equation [57]:
Plants were sliced, frozen in liquid nitrogen, and kept at a temperature of −80°C until the analyses were completed. The extraction solution was combined with 2.5 ml of frozen crushed plant material (3% MPA and 8% acetic acid for MPA-acetic acid extraction and 0.1% oxalic acid for oxalic acid extraction). The mixture was titrated with indophenol solution (25% DCIP and 21% NaHCO3 in water) until light, but the distinct rose-pink color appeared and persisted for more than 5 seconds [58].
2.4 Experimental design and statistical analysis
The study was designed according to the “Randomized Complete Blocks” with three replicates in 12 treatments. For each application and replicate, approximately 500 g of the berry samples were taken and analyzed for the compounds to be studied. Data obtained from the study were subjected to variance analysis using the SAS-based JMP statistical package programmer. The least significant difference (LSD) test was used to separate different groups at a 5% significance level.
3. Results and discussions
Besides bodywork, vitamins, and minerals, protection of the body from diseases, blood formation, bone, dental health, etc., are required for functions. Each food contains different amounts of various vitamins and minerals. Its richest sources are fresh vegetables and fruits [59].
As shown in Table 3, there were significant differences among the substrates related to macro- and microelements of berries except for boron. Considering, P, K, Ca, Mg, Mn, and Cu concentrations of berries were higher in Z + C (1:1) than the other substrates. However, zeolite, cocopeat, and Z + C (1:1) for Na, Cocopeat, and Z + C (1:1) for Fe, and zeolite for Zn concentrations gave higher values than the other applications. Phosphorus, Mg, Fe in Hoagland; K in Hoagland A; calcium, Na, and Mn in Hoagland and Hoagland A, and zinc in OLWF fertilizers were recorded have higher concentrations than those of the others.
Sources of variation
Macroelements (mg 100 g−1)
P
K
Ca
Mg
Na
Substrate
Zeolite
17.7 cy
213 b
48 b
13.7 d
2.7 a
Cocopeat
19.1 b
208 c
47 b
17.9 b
2.4 a
Z + C (1:1)x
21.0 a
234 a
51 a
20.0 a
2.4 a
Z + C (1:2)
15.4 d
193 d
39 c
16.7 c
1.9 b
LSD 5%
0.4
5
2
0.8
0.3
p-value
<0.0001
<0.0001
<0.0001
<0.0001
0.0011
Fertilizer
Hoagland A
19.3 b
227 a
49 a
16.8 b
2.6 a
Hoagland
19.8 a
223 b
50 a
18.1 a
2.6 a
OLWF
15.8 c
186 c
40 b
16.3 b
1.9 b
LSD 5%
0.4
4
1
0.7
0.3
p-value
<0.0001
<0.90001
<0.0001
<0.0001
<0.0001
Interaction
Zeolite × Hoagland A
2.52 a
3.35a
0.67 a
1.61de
0.43 a
Zeolite × Hoagland
1.63 ef
1.92 f
0.46 d
1.25 g
0.29 b
Zeolite × OLWF
1.15 ı
1.13 j
0.31 g
1.24 g
0.08 e
Cocopeat × Hoagland A
1.38 h
1.45 ı
0.36 f
1.41 f
0.16 d
Cocopeat × Hoagland
2.31 c
2.24 d
0.55 b
1.97b
0.28 b
Cocopeat × OLWF
2.06 d
2.54 c
0.50 c
1.98b
0.27 b
Z + C (1:1) × Hoagland A
2.40 b
2.48 c
0.57 b
2.20a
0.26 bc
Z + C (1:1) × Hoagland
2.34 bc
2.87 b
0.56 b
2.26a
0.27 b
Z + C (1:1) × OLWF
1.55 g
1.67 h
0.39 e
1.56e
0.20 cd
Z + C (1:2) × Hoagland A
1.40 h
1.81 g
0.36 f
1.49ef
0.19 d
Z + C (1:2) × Hoagland
1.65 e
1.88 fg
0.41 e
1.77c
0.19 d
Z + C (1:2) × OLWF
1.57 fg
2.10 e
0.40 e
1.74 cd
0.19 d
LSD 5%
0.7
8
3
1.3
0.6
p-value
<0.0001
<0.0001
<0.0001
<0.0001
<0.0001
Table 3.
The effect of different substrates and nutrient solution applications on the level of macro elements in berries.
Z + C: Zeolite+Cocopeat, OLWF: Organic liquid worm fertilizer,
Mean separation within columns by LSD multiple range test at 0.05 level.
Macrominerals presented in Table 3 determined that the potassium contents of berries were higher than those of the others, ranging from 234 mg 100 g−1 for Z + C (1:1) substrate and 186 mg 100 g−1 for OLWF fertilizer. Followed calcium content of grapes was found between 51 mg 100 g−1 for Z + C (1:1) substrate and 40 mg 100 g−1 for OLWF fertilizer. Among the macroelements, sodium gave the lowest amount.
Considering trace elements, the highest iron content (0.362 mg 100 g−1) is obtained from Z + C (1:1), whereas the lowest level of iron (0.255 mg 100 g−1) was found in zeolite. The zinc content of grape berries was in the range of 0.299 and 0.184 mg 100 g−1, whereas the manganese content of grape berries was in the range of 0.235–0.178 mg 100 g−1. Cupper and boron microminerals varied between 0.147 and 0.105 and 0.481 and 0.329 mg 100 g−1, respectively. The substrate × fertilizer interaction was significant for all elements except Cu and B (Tables 3 and 4).
Sources of variation
Microelements (mg 100 g−1)
Fe
Zn
Mn
Cu
B
Substrate
Zeolite
0.255 c y
0.299 a
0.178 c y
0.105 b
0.348
Cocopeat
0.353 a
0.184 c
0.208 b
0.131ab
0.448
Z + C (1:1)x
0.362 a
0.187 c
0.235 a
0.147 a
0.481
Z + C (1:2)
0.288 b
0.192 b
0.195 b
0.113 ab
0.329
LSD 5%
0.011
0.011
0.016
0.036
NS
p value
<0.0001
<0.0001
<0.0001
0.1082
0.002
Fertilizer
Hoagland A
0.325 b
0.206 b
0.208 a
0.123
0.399
Hoagland
0.340 a
0.207 b
0.216 a
0.136
0.455
OLWF
0.279 c
0.233 a
0.188 b
0.112
0.351
LSD 5%
0.010
0.009
0.014
NS
NS
p-value
<0.0001
<0.0001
0.001
0.2907
0.3459
Interaction
Zeolite × Hoagland A
373.26 c
23.36c
257.02 b
111.36
33.55
Zeolite × Hoagland
274.67e
26.09b
161.89 fg
107.69
36.95
Zeolite × OLWF
119.72 g
40.33a
115.50 h
96.29
33.83
Cocopeat × Hoagland A
229.96f
22.09 cd
145.29 g
113.61
38.77
Cocopeat × Hoagland
399.01 b
17.68gh
222.25 cd
159.97
59.94
Cocopeat × OLWF
430.45 a
15.31ı
255.55 b
120.14
35.54
Z + C (1:1) × Hoagland A
403.44 b
19.74ef
247.77 bc
177.22
61.79
Z + C (1:1) × Hoagland
404.49 b
17.81gh
290.87 a
135.89
40.02
Z + C (1:1) × OLWF
276.79de
18.58fgh
166.47 fg
126.40
42.59
Z + C (1:2) × Hoagland A
294.99 d
17.26 h
182.54 f
90.53
25.58
Z + C (1:2) × Hoagland
282.14de
21.29de
188.47 ef
142.21
44.89
Z + C (1:2) × OLWF
289.78de
19.16 fg
212.86 de
104.91
28.33
LSD 5%
0.020
0.018
0.028
NS
NS
p-value
<0.0001
<0.0001
<0.0001
0.3888
0.3886
Table 4.
The effect of different substrates and nutrient solution applications on the level of microelements in berries.
Z + C: Zeolite+Cocopeat, OLWF: Organic liquid worm fertilizer.
Mean separation within columns by LSD multiple range test at 0.05 level,
NS: Nonsignificant.
In the study by Abdrabba and Hussein [35], calcium, magnesium, potassium, phosphorus, and iron values were determined as 120, 31, 154, 39, and 5 mg 100 g−1 as the average of pulp, seed, and peel, respectively, and these minerals useful for the human body have been deemed necessary.
Similarly, the values given in Kral et al. [59] for Ca, K, Mg, Na, Cu, Fe, Mn, and Zn; in Cantürk et al. [60] for Ca, K, Mg, Na, P, Cu, Fe, Mn, B, and Zn; in Abdrabba and Hussein [35] for Ca, K, Mg, P, and Fe; in Anonymous [61] for Ca, K, Mg, Na, and Fe; in Olsen and Ware [62] for Ca, K, Mg, Na, P, Fe, Mn, B, and Zn were found to be quite close to the values given in Table 3 for the specified elements.
For this reason, it was concluded that there were no significant losses in terms of mineral levels of grapes grown under soilless culture conditions.
Vitamins, like minerals, are micronutrients that play an essential role in fulfilling metabolic functions, producing new cells, and repairing damaged cells.
There were found significant differences among substrates and fertilizers in terms of vitamin contents of berries analyzed in the study. The higher vitamin A, B1, B2, B6, and C values were analyzed in berries of plants grown in Z + C (1:1) substrate mix and berries of applications using Hoagland solution (Table 5). The higher values obtained from vitamin A, B1, B2, B6, and C were 39.21, 65.12, 167.06, 95.19, and 15.21 mg 100 g−1, respectively. The substrate × fertilizer interaction was significant for all vitamins examined (Table 5).
Sources of variation
A Retinol
B1 Thiamin
B2 Riboflavin
B6 Pyridoxine
C Ascorbic acid
Substrate
Zeolite
29.95 d y
45.39 b
113.76 d
78.50 c
12.49 c
Cocopeat
34.91 b
59.59 a
148.49 b
88.27 b
13.51 b
Z + C (1:1)x
39.21 a
65.12 a
167.06 a
95.18 a
15.21 a
Z + C (1:2)
31.65 c
46.02 b
121.29 c
69.74 d
12.14 c
LSD 5%
1.09
5.54
6.59
4.55
0.42
p-value
<0.0001
<0.0001
<0.0001
<0.0001
<0.0001
Fertilizer
Hoagland A
34.51 b
55.67 b
140.93 b
84.44 b
13.62 b
Hoagland
36.51 a
60.47 a
153.29 a
91.79 a
14.46 a
OLWF
30.76 c
45.95 c
118.74 c
72.54 c
11.93 c
LSD 5%
0.95
4.80
5.71
3.94
0.36
p-value
<0.0001
<0.0001
<0.0001
<0.0001
<0.0001
Interaction
Zeolite × Hoagland A
39.40 b
56.80 bc
144.69 de
93.26 b
15.72 b
Zeolite × Hoagland
28.89 de
49.01 cd
114.02 fg
80.73 c
12.41 d
Zeolite × OLWF
21.54 g
30.37e
82.57 h
61.52 f
9.33 f
Cocopeat × Hoagland A
26.70 f
43.21 d
106.56 g
71.01 de
10.88 e
Cocopeat × Hoagland
39.49 b
74.24 a
187.54 b
109.98 a
15.58 b
Cocopeat × OLWF
38.53 b
61.32 b
151.37 d
83.81 c
14.07 c
Z + C (1:1) × Hoagland A
43.75 a
82.81 a
204.58 a
113.18 a
17.43 a
Z + C (1:1) × Hoagland
43.59 a
63.66 b
172.08 c
94.21 b
16.08 b
Z + C (1:1) × OLWF
30.29 d
48.88 cd
124.53 f
78.14 cd
12.11 d
Z + C (1:2) × Hoagland A
28.19 ef
39.86 de
107.89 g
60.31 f
10.43 e
Z + C (1:2) × Hoagland
34.08 c
54.98 bc
139.50 e
82.23 c
13.76 c
Z + C (1:2) × OLWF
32.67 c
43.22 d
116.47 fg
66.69 ef
12.21 d
LSD 5%
1.89
9.60
11.41
7.88
0.72
p-value
<0.0001
<0.0001
<0.0001
<0.0001
<0.0001
Table 5.
The effect of different substrate and nutrient solution applications on vitamins (mg 100 g−1).
Z + C: Zeolite+Cocopeat, OLWF: organic liquid worm fertilizer.
Mean separation within columns by LSD multiple range test at 0.05 level.
According to the Bourre [63] and Key et al. [28], nutrients such as vitamins, minerals, and amino acids play a crucial role in ensuring proper brain function. Vitamins protect against inflammation and reactive oxidative species. Minerals function as cofactors for enzymes, prevent lipid peroxidation, and promote energy production. Amino acids serve as precursors to neurotransmitters and neuromodulator metabolites responsible for various functions related to attention, mood, arousal, and memory.
Most vitamins and microelements have been studied concerning brain functioning. For example, it has been reported by Bourre [63] that the use of glucose for energy production occurs in the presence of vitamin B1. This vitamin regulates cognitive performance, especially in the elderly. It has been reported that vitamin B6 is beneficial in treating premenstrual depression. Vitamins B6 and B12, among others, are directly involved in synthesizing certain neurotransmitters. Vitamin B12 delays the onset of signs of dementia and blood abnormalities when administered at an appropriate time before the first symptoms.
Emphasizing the importance of mineral nutrients for healthy brain aging, Key et al. [28] stated in their results that a nutrient regime containing macro- and micronutrients softens the effect of brain structure on cognitive function in old age and supports the effectiveness of interdisciplinary methods in nutritional cognitive neuroscience for a healthy brain. In the article of Çetin et al. [64], different researchers reported that potassium is a very important component of human health. A high-potassium diet lowers blood pressure and reduces cardiovascular disease morbidity and mortality [65]. In addition, potassium intake reduces urinary calcium excretion and decreases the risk of osteoporosis [66]. Ca is the primary element of the bone system, assists in tooth development, helps regulate endo- and exo-enzymes, and plays a significant role in regulating blood pressure [67]. Therefore, it is an essential mineral for human health. Zn and Fe deficiency in the diet programs is a common problem and a matter of great concern, especially in developing countries where people trust vegetarian diets more. Zn is involved with the immune system, and Fe is concerned with hemoglobin, myoglobin, and cytochrome [68]. They are also recognized to be potential antioxidants [69]. Mg is essential to all living cells, where they play a major role in manipulating important biological polyphosphate compounds such as ATP, DNA, and RNA. Also, more than 300 enzymes require magnesium ions to function [70].
In the study, the effects of applications on 20 amino acids in grapes were evaluated. For all amino acids examined in Table 5, the differences between treatments were statistically significant. The highest values were found from Z + C (1:1) application in 14 amino acids (Table 6), namely aspartate, glutamate, proline, arginine, glutamine, histidine, alanine, cystine, methionine, tryptophan, phenylalanine, isoleucine, leucine, and lysine. In Z + C (1:1), Z + C (1:2), and cocopeat applications for valine; in Z + C (1:1) and zeolite for serine; and in cocopeat and Z + C (1:2) applications for glycine were the highest values. Apart from these, the highest tyrosine and asparagine in Zeolite were detected. Among nutrient solutions, Hoagland for aspartate, glutamate, alanine, and phenylalanine amino acids; Hoagland and Hoagland A for proline, arginine, glutamine, tyrosine, methionine, tryptophan, isoleucine, and leucine; Hoagland and OLWF nutrient solutions for histidine; Hoagland A for glycine, thionine, cystine, valine, lysine, asparagine and serine amino acids gave the highest values. As can be seen in Table 6, substrate × fertilizer interaction was found to be significant for all amino acids.
Sources of Variation
Aspartate
Glutamate
Proline
Arginine
Glutamine
Substrate
Zeolite
14,930 c y
10,637 d
28,607 c
34,258 c
20,750 c
Cocopeat
16,289 b
14,849 b
33,667 b
39,258 b
24,768 b
Z + C (1:1)x
17,718 a
15,751 a
37,901 a
42,880 a
27,569 a
Z + C (1:2)
13,867 d
12,257 c
34,200 b
35,427 c
22,018 c
LSD 5%
5529
774
1290
2222
1668
p-value
<0.0001
<0.0001
<0.0001
<0.0001
<0.0001
Fertilizer
Hoagland A
16,172 b
13,440 b
34,041 a
39,771 a
24,293 a
Hoagland
16,725 a
15,096 a
34,020 a
38,911 a
25,437 a
OLWF
14,206 c
11,585 c
32,720 b
35,186 b
21,599 b
LSD 5%
470
670
1117
1924
1445
p-value
<0.0001
<0.0001
0.0342
0.0001
<0.0001
Interaction
Zeolite × Hoagland A
20,134 ab
14,265 c
42,259 c
51,443 a
26,212 bc
Zeolite × Hoagland
13,650 efg
12,818 de
22,751 ıj
28,563 ef
19,198 ef
Zeolite × OLWF
11,005 ı
4828 g
20,810 j
22,769 g
16,841 f
Cocopeat × Hoagland A
12,168 h
10,323 f
23,521 ı
26,383 fg
18,822 ef
Cocopeat × Hoagland
18,646 cd
18,030 a
32,766 f
40,354 c
28,919 ab
Cocopeat × OLWF
18,052 d
16,195 b
44,713 b
51,038 a
26,562 b
Z + C (1:1) × Hoagland A
19,396 bc
17,604 a
36,692 e
46,293 b
31,632 a
Z + C (1:1) × Hoagland
20,511 a
16,144 b
51,120 a
54,359 a
30,277 a
Z + C (1:1) × OLWF
13,248 fg
13,505 cd
25,890 h
27,989 f
20,799 de
Z + C (1:2) × Hoagland A
12,990 gh
11,568 ef
33,693 f
34,966 d
20,506 de
Z + C (1:2) × Hoagland
14,091 ef
13,390 cd
29,442 g
32,367 de
23,354 cd
Z + C (1:2) × OLWF
14,520 e
11,814 e
39,465 d
38,948 c
22,193 d
LSD 5%
940
1341
2234
3849
2889
p-value
<0.0001
<0.0001
<0.0001
<0.0001
<0.0001
Sources of variation
Histidine
Glycine
Thionine
Alanine
Tyrosine
Substrate
Zeolite
1895 d
2190 b
5423 a
22,905 c
2724 a
Cocopeat
3454 b
2510 a
5598 a
26,921 b
2535 bc
Z + C (1:1)x
3752 a
2200 b
4870 b
30,365 a
2632 ab
Z + C (1:2)
3113 c
2560 a
5699 a
25,722 b
2455 c
LSD 5%
243
150
289
1855
138
p-value
<0.0001
<0.0001
<0.0001
<0.0001
0.0034
Fertilizer
Hoagland A
2892 b
2710 a
6197 a
26,486 ab
2807 a
Hoagland
3149 a
2130 c
4904 b
27,826 a
2689 a
OLWF
3119 a
2260 b
5091 b
25,123 b
2264 b
LSD 5%
211
130
250
1607
120
p-value
0.073
<0.0001
<0.0001
0.0079
<0.0001
Interaction
Zeolite × Hoagland A
2314 fg
141.2 e
4365 ef
29,162 cd
4232 a
Zeolite × Hoagland
1313 h
169.9 d
4589 e
20,585 fg
2817 c
Zeolite × OLWF
2059 g
346.6 ab
7314 bc
18,968 g
1124 g
Cocopeat × Hoagland A
2360 fg
367.8 a
7761 ab
20,839 fg
1900 f
Cocopeat × Hoagland
3648 c
157.1 de
3686 gh
28,825 cd
2623 cd
Cocopeat × OLWF
4355 b
227.4 c
5348 d
31,100 bc
3082 b
Z + C (1:1) × Hoagland A
3761 c
337.4 b
7120 c
32,508 b
2561 d
Z + C (1:1) × Hoagland
4904 a
150.8 de
3484 h
35,810 a
3072 b
Z + C (1:1) × OLWF
2592 f
170.7 d
4005 fg
22,776 f
2263 e
Z + C (1:2) × Hoagland A
3134 de
235.6 c
5541 d
23,435 ef
2535 d
Z + C (1:2) × Hoagland
2732 ef
372.2 a
7856 a
26,085 de
2243 e
Z + C (1:2) × OLWF
3472 cd
160.0 de
3699 gh
27,646 d
2589 cd
LSD 5%
422
260
501
3214
239
p-value
<0.0001
<0.0001
<0.0001
<0.0001
<0.0001
Sources of variation
Cysteine
Valine
Methionine
Tryptophan
Phenylalanine
Substrate
Zeolite
3846 ab y
1526 b
6339 c
5409 c
7410 d
Cocopeat
3675 b
1728 a
7544 b
5845 b
9456 b
Z + C (1:1)x
3995 a
1892 a
8232 a
6663 a
10,707 a
Z + C (1:2)
3272 c
1805 a
6697 c
5886 b
8196 c
LSD 5%
177
170
599
329
595
p-value
<0.0001
0.0015
<0.0001
<0.0001
<0.0001
Fertilizer
Hoagland A
3986 a
1818 a
7405 a
6213 a
9070 b
Hoagland
3822 b
1655 b
7501 a
6018 a
9796 a
OLWF
3283 c
1740 ab
6702 b
5621 b
7961 c
LSD 5%
153
147
519
285
515
p-value
<0.0001
0.0930
0.0079
0.0010
<0.0001
Interaction
Zeolite × Hoagland A
6100 a
2834 b
9659 b
8966 a
9836 de
Zeolite × Hoagland
3273 f
934 e
5259 f
4190 g
7250 gh
Zeolite × OLWF
2164 j
810 e
4099 g
3071 h
5146 ı
Cocopeat × Hoagland A
2525 ı
920 e
4934 fg
3689 g
6936 h
Cocopeat × Hoagland
3975 d
1410 d
8014 c
5578 e
11,157 bc
Cocopeat × OLWF
4523 c
2854 b
9685 b
8268 b
10,276 cd
Z + C (1:1) × Hoagland A
4098 d
1454 d
8261 c
6291 d
12,360 a
Z + C (1:1) × Hoagland
5093 b
3214 a
10,906 a
9520 a
11,623 ab
Z + C (1:1) × OLWF
2794 hı
1007 e
5528 f
4178 g
8139 fg
Z + C (1:2) × Hoagland A
3220 fg
2065 c
6766 de
5906 de
7150 gh
Z + C (1:2) × Hoagland
2945 gh
1062 e
5827 ef
4785 f
9157 ef
Z + C (1:2) × OLWF
3650 e
2288 c
7496 cd
6967 c
8285 f
LSD 5%
307
294
1038
571
1031
p-value
<0.0001
<0.0001
<0.0001
<0.0001
<0.0001
Sources of Variation
Isoleucine
Leucine
Lysine
Asparagine
Serine
Substrate
Zeolite
4933 c
9161 c
7862 c
9618 a
16,332 a
Cocopeat
5582 ab
10,046 b
9003 b
7140 c
14,232 b
Z + C (1:1)x
6111 a
11,322 a
9860 a
8111 b
15,996 a
Z + C (1:2)
5119 bc
9917 bc
9350 ab
8500 b
14,284 b
LSD 5%
531
790
658
754
1060
p-value
0.0006
0.0001
<0.0001
<0.0001
0.0003
Fertilizer
Hoagland A
5717 a
10,580 a
9411 a
9851 a
16,941 a
Hoagland
5528 a
10,270 a
8620 b
7332 b
15,112 b
OLWF
5064 b
9485 b
9024 ab
7844 b
13,580 c
LSD 5%
460
684
570
653
918
p-value
0.0214
0.0092
0.0297
<0.0001
<0.0001
Interaction
Zeolite × Hoagland A
7633 a
14,380 ab
14,573 b
20,483 a
28,776 a
Zeolite × Hoagland
3996 ef
7216 de
4845 fg
5060 fg
12,623 fg
Zeolite × OLWF
3170 f
5889 e
4168 g
3310 h
7599 j
Cocopeat × Hoagland A
3672 ef
6456 e
4777 fg
3636 h
9376 ıj
Cocopeat × Hoagland
5610 bc
10,072 c
7385 e
5030 fg
13,807 ef
Cocopeat × OLWF
7463 a
13,609 b
14,846 b
12,755 c
19,514 c
Z + C (1:1) × Hoagland A
6440 b
11,145 c
7614 e
5672 f
15,296 de
Z + C (1:1) × Hoagland
7999 a
15,692 a
16,718 a
14,686 b
22,072 b
Z + C (1:1) × OLWF
3894 ef
7129 de
5247 fg
3974 gh
10,621 hı
Z + C (1:2) × Hoagland A
5122 cd
10,338 c
10,683 d
9611 e
14,315 ef
Z + C (1:2) × Hoagland
4507 de
8099 d
5531 f
4552 fgh
11,949 gh
Z + C (1:2) × OLWF
5728 bc
11,316 c
11,835 c
11,338 d
16,588 d
LSD 5%
919
1369
1140
1305
1836
p-value
<0.0001
<0.0001
<0.0001
<0.0001
<0.0001
Table 6.
The effect of different substrate and nutrient solution applications on amino acid content (μg kg−1) of Early Cardinal berries.
Z + C: Zeolite+Cocopeat, OLWF: organic liquid worm fertilizer.
Mean separation within columns by LSD multiple range test at 0.05 level.
Proline is reported in many works of literature as an amino acid whose synthesis is increased, especially under abiotic stress conditions such as drought [43, 71]. For this reason, we evaluated that the high increase in proline amino acid in Hoagland A and Hoagland nutrient solutions may be due to the lower amounts of some macro- (N) and microelements (Zn, Cu, Mn, Fe) in these solutions compared with OLWF nutrient solution (Table 1). Anjum et al. [72], Liang et al. [73], and Arabshahi and Mobasser [74] indicated that sensitive plants are less able to accumulate solutes, but increases in proline can be found in most organisms (including animals) following water stress [25, 43].
According to the Huang and Ough [29], Canoura et al. [43], Bouzas-Cid et al. [36, 47, 48, 49], Sánchez-Gómez et al. [41], Gutiérrez-Gamboa et al. [26, 42, 45, 46], Fernández-Novales et al. [75], and Wu et al. [44], amino acid contents of grape berries are affected by different variety, rootstock, location and fertilization, etc., viticultural practices. For instance, in the study by Gutiérrez-Gamboa et al. [26], the effect of foliar application of a seaweed extract to a Tempranillo Blanco variety on must and wine amino acids and ammonium content was determined. The results suggested that Tempranillo Blanco behaved as an arginine accumulator variety. Biostimulation after seaweed applications at a high dosage to the grapevines increased the concentration of several amino acids in the 2017 season while scarcely affecting their content in 2018.
In the another research by Gutiérrez-Gamboa et al. [46], results showed that of some elicitors and nitrogen foliar applications to Garnacha and Tempranillo grapevines decreased the must amino acid concentration. The treatments applied to Graciano grapevines affected the grape amino acid content. According to the percentage of variance attributable, the variety had a higher effect on the must amino acid composition than the treatments and their interaction. In the study by Fernández-Novales et al. [75], researchers have investigated the use of visible and near-infrared spectroscopy to estimate the grape amino acid content on whole berries of Grenache grape variety. Amino acid values ranged between 0.01 mg L−1 (Leucine) and 341 mg L−1 (Arginine). In their results, amino acid values obtained in our study varied from 1526 μg kg−1 (valine in zeolite) to 42,880 μg kg−1 (arginine in Z + C (1:1)).
These values were close to the values of valine (1.07 mg L−1) given by Fernández-Novales et al. [75] for Grenache and arginine (38.44–89.60 mg L−1) given by Valdes et al. [76] for Tempranillo berries. Arginine and proline amino acids were recorded as the most abundant amino acids in all media and nutrient solutions used in our experiment; valine, glycine, and tyrosine were determined as the amino acids with the lowest values. These results agree with Fernández Novales et al. [75] and Valdes et al. [76] that arginine and proline were also reported as the most abundant amino acids, both of the researches.
From the above statements, it has been concluded that grapes grown in soilless culture will not encounter a significant nutrient loss in terms of amino acids examined in this study. In our study, it has been evaluated that the Z + C (1:1) mixture substrate, which has the higher values for 14 amino acids, including proline as well as arginine, is remarkable in terms of nutrient saving.
4. Conclusions
According to the main results obtained from this study;
In soilless culture cultivation of table grapes, it has been observed that zeolite and cocopeat media can be used alone, as well as a 1:1 mixture of Zeolite:Cocopeat, where the highest values are obtained.
Hoagland and modified Hoagland nutrient solutions mostly gave higher values than OLWF for the properties studied. However, since OLWF did not have a significant negative effect, it was considered that it would be appropriate to continue working with this and similar solutions.
Amino acid, vitamins, and mineral contents of grapes grown in soilless culture conditions were found to be close to the values given in the literature for grapes grown in open field.
Acknowledgments
This article was produced from the Master Thesis of Mikail Atalan, whose study was supported by the Cukurova University Scientific Research Coordination Unit (Project No: FYL-2018-11066).
\n',keywords:"grapevine, phytochemicals, fertilization, vermicompost, zeolite, cocopeat",chapterPDFUrl:"https://cdn.intechopen.com/pdfs/81017.pdf",chapterXML:"https://mts.intechopen.com/source/xml/81017.xml",downloadPdfUrl:"/chapter/pdf-download/81017",previewPdfUrl:"/chapter/pdf-preview/81017",totalDownloads:37,totalViews:0,totalCrossrefCites:0,dateSubmitted:"December 20th 2021",dateReviewed:"December 22nd 2021",datePrePublished:"March 29th 2022",datePublished:null,dateFinished:"March 29th 2022",readingETA:"0",abstract:"Due to its advantages, soilless cultivation has been used for both early- and late-maturing grape varieties. High nutritional and energy value is one of the strongest features that make the grape an effective component of agriculture and the human diet. Therefore, it was thought that it would be useful to determine the nutrient content of the berries in a soilless culture study carried out on the Early Cardinal grape variety. One-year-old vines were trained to a guyot system and grown in 32-liter plastic pots containing four different solid growing media, namely, zeolite, cocopeat, and zeolite+cocopeat (Z + C) (1:1 and 1:2, v:v). A total of three different nutrient solutions (Hoagland, Hoagland A (adapted to the vine) and organic liquid worm fertilizer (OLWF)) were applied to the plants. Grapevines were given different solutions starting from the bud burst. Z + C (1:1) substrate mixture giving the highest values of 14 amino acids, vitamins, and most macro- and microelements. Hoagland and Modified Hoagland nutrient solutions mostly gave higher values than OLWF for the properties studied. In general, it was observed that there were no significant losses in terms of mineral, vitamin, and amino acid composition in soilless grape cultivation.",reviewType:"peer-reviewed",bibtexUrl:"/chapter/bibtex/81017",risUrl:"/chapter/ris/81017",signatures:"Serpil Tangolar, Semih Tangolar, Metin Turan, Mikail Atalan and Melike Ada",book:{id:"11093",type:"book",title:"Soilless Culture",subtitle:null,fullTitle:"Soilless Culture",slug:null,publishedDate:null,bookSignature:"Prof. Metin Turan, Associate Prof. Sanem Argin, Prof. Ertan Yildirim and Dr. Adem Güneş",coverURL:"https://cdn.intechopen.com/books/images_new/11093.jpg",licenceType:"CC BY 3.0",editedByType:null,isbn:"978-1-80355-169-2",printIsbn:"978-1-80355-168-5",pdfIsbn:"978-1-80355-170-8",isAvailableForWebshopOrdering:!0,editors:[{id:"140612",title:"Prof.",name:"Metin",middleName:null,surname:"Turan",slug:"metin-turan",fullName:"Metin Turan"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:null,sections:[{id:"sec_1",title:"1. Introduction",level:"1"},{id:"sec_2",title:"2. Materials and methods",level:"1"},{id:"sec_2_2",title:"2.1 Trial conditions",level:"2"},{id:"sec_3_2",title:"2.2 Plant material",level:"2"},{id:"sec_4_2",title:"2.3 Biochemical analysis",level:"2"},{id:"sec_4_3",title:"2.3.1 Mineral elements",level:"3"},{id:"sec_5_3",title:"2.3.2 Amino acids",level:"3"},{id:"sec_6_3",title:"2.3.3 Vitamins",level:"3"},{id:"sec_6_4",title:"2.3.3.1 Vitamin A",level:"4"},{id:"sec_7_4",title:"2.3.3.2 Vitamin B",level:"4"},{id:"sec_8_4",title:"2.3.3.3 Vitamin C",level:"4"},{id:"sec_11_2",title:"2.4 Experimental design and statistical analysis",level:"2"},{id:"sec_13",title:"3. Results and discussions",level:"1"},{id:"sec_14",title:"4. Conclusions",level:"1"},{id:"sec_15",title:"Acknowledgments",level:"1"}],chapterReferences:[{id:"B1",body:'OIV. 2019 Statistical Report on World Vitiviniculture [Internet]. 2019. 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DOI: 10.1016/j.foodres.2018.05.074'},{id:"B50",body:'Bremner JM. Total nitrogen. In: Black CA, editor. Methods of Soil Analysis. Part 2: Chemical and Microbial Properties. Number 9 in series Agronomy. Madison, USA: American Society of Agronomy, Inc. Publisher; 1965. pp. 1049-1178'},{id:"B51",body:'Kacar B. Bitki ve Toprağın Kimyasal Analizleri. II. Bitki Analizleri. Ankara Üniversitesi Ziraat Fakültesi Yayınları 453, Uygulama Kılavuzu 155. Ankara: Ankara Üniversitesi Basımevi; 1972'},{id:"B52",body:'Antoine FR, Wie CI, Littell RC, Marshall MR. HPLC method for analysis of free amino acids in fish using o-phthaldialdehyde precolumn derivatization. Journal of Agricultural and Food Chemistry. 1999;47:5100-5107'},{id:"B53",body:'Kitir N, Gunes A, Turan M, Yildirim E, Topcuoglu B, Turker M, et al. Bio-boron fertilizer applications affect amino acid and organic acid content and physiological properties of strawberry plant. Erwerbs-obstbau. 2019;61(2):129-137. DOI: 10.1007/s10341-018-0409-3'},{id:"B54",body:'Bates LS. Rapid determination of free proline for water-stress studies. Plant and Soil. 1973;39:205-207 Available from: https://link.springer.com/content/pdf/10.1007/BF00018060.pdf'},{id:"B55",body:'Sahin A, Kıran Y, Karatas F, Sonmez S, Vitamins A. C and E and β-carotene content in seeds of seven species of Vicia L. Journal of Integrative Plant Biology. 2005;47:487-493. DOI: 10.1111/j.1744-7909.2005.00083.x'},{id:"B56",body:'Al-Saleh IA, Billedo G, El-Doush II. Levels of selenium DL α-tocopherol, DL- γ-tocopherol, all-trans-retinol, thymoquinone and thymol in different brands of Nigella sativa seeds. Journal of Food Composition and Analysis. 2006;19:167-175. DOI: 10.1016/j.jfca.2005.04.011'},{id:"B57",body:'Mozumder NHMR, Akhter MJ, Khatun AA, Rokibuzzaman M, Akhtaruzzaman M. Estimation of water-soluble vitamin B-complex in selected leafy and non-leafy vegetables by HPLC method. Oriental Journal of Chemistry. 2019;35:1344-1351. DOI: 10.13005/ojc/350414'},{id:"B58",body:'AOAC. Official Methods of Analysis of the Association of Official Analytical Chemists. 15th ed. Arlington, VA: Association of Official Analytical Chemists; 1990. pp. 1058-1059'},{id:"B59",body:'Král M, Tauferová A, Tremlová B, Šnirc M, Árvay J, Walczycka M, et al. Macro-and micro-elements in locally produced and imported fruits on Czech market: A quantitative assessment. Erwerbs-obstbau. 2020;62(3):361-367'},{id:"B60",body:'Cantürk S, Kunter B, Keskin N. Gülüzümü (Vitis vinifera L.) çeşidinin fitokimyasal özellikleri üzerinde araştırmalar. Selcuk Journal of Agriculture and Food Sciences. 2013;27:359-364 Available from: http://sjafs.selcuk.edu.tr/sjafs/article/view/43'},{id:"B61",body:'Anonymous. FoodData Central Search Results. Grapes, Red or Green (European Type, such as Thompson Seedless), Raw [Internet]. 2019. Available from: https://fdc.nal.usda.gov/fdc-app.html#/food-details/174683/nutrients [Accessed: December 10, 2021]'},{id:"B62",body:'Olsen N, Ware M. What are the Health Benefits of Grapes? [Internet]. 2017. Available from: https://www.medicalnewstoday.com/articles/271156#nutrition. [Accessed: December 10, 2021].'},{id:"B63",body:'Bourre JM. Effects of nutrients (in food) on the structure and function of the nervous system: Update on dietary requirements for brain. Part 1: Micronutrients. Journal of Nutrition Health and Aging. 2006;10(5):377 Available from: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.455.3456&rep=rep1&type=pdf'},{id:"B64",body:'Cetin ES, Altinöz D, Tarçan E, Baydar NG. Chemical composition of grape canes. Industrial Crops and Products. 2011;34(1):994-998. DOI: 10.1016/j.indcrop. 2011. 03.004'},{id:"B65",body:'Whelton PK, He J, Cutler JA, Brancati FL, Appel LJ, Follmann D, et al. Effects of oral potassium on blood pressure: Meta-analysis of randomized controlled clinical trials. Journal of the American Medical Association. 1997;277(20):1624-1632. DOI: 10.1001/jama.1997. 03540440058033'},{id:"B66",body:'He FJ, MacGregor GA. Beneficial effects of potassium on human health. Physiologia Plantarum. 2008;133(4):725-735. DOI: https://doi.org/10.1111/j.1399-3054.2007.01033.x'},{id:"B67",body:'Brody T. Nutritional Biochemistry. San Diego: Academic; 1994'},{id:"B68",body:'Hemalatha S, Platel K, Srinivasan K. Zinc and iron contents and their bioaccessibility in cereals and pulses consumed in India. Food Chemistry. 2007;102(4):1328-1336. DOI: 10.1016/j.foodchem.2006.07.015'},{id:"B69",body:'Talwar GP, Srivastava LM, Mudgil KD. Textbook of Biochemistry and Human Biology, 2nd ed. Prentice Hall of India Private Ltd, India. 1989 Available from: https://www.amazon.com/Textbook-Biochemistry-Human-Biology-Talwar/dp/8120319656'},{id:"B70",body:'Schachter M. The Importance of Magnesium to Human Nutrition. 1996. Available from: http://www.outsideinlife.com/upload/PDF/magnesium.pdf'},{id:"B71",body:'Bohnert HJ, Jensen RG. Strategies for engineering water- stress tolerance in plants. Trends in Biotechnology 1996;14:89-97. Available from: https://reader.elsevier.com/reader/sd/pii/0167779996809292?token= 4C87E30A51717D67AE7DCED16DF40A5ACBEB4AF38C886B5E4AF4F5748DA05E9E70BC1160131B059C25DA017921B25399&originRegion=eu-west-1&originCreation=20211217145024'},{id:"B72",body:'Anjum SA, Xie X, Wang L, Saleem MF, Man C, Lei W. Morphological, physiological and biochemical responses of plants to drought stress. African Journal of Agricultural Research. 2011;6:2026-2032. DOI: 10.5897/AJAR10.027'},{id:"B73",body:'Liang X, Zhang L, Natarajan SK, Becker DF. Proline mechanism of stress survival. Antioxids & Redox Signal. 2013;19:998-1011. DOI: 10.1089/ars.2012.5074'},{id:"B74",body:'Arabshahi M, Mobasser HR. Effect of drought stress on carotenoid and chlorophyll contents and osmolyte accumulation. Medicinal Chemistry Research. 2017;2:193-197'},{id:"B75",body:'Fernandez-Novales J, Garde-Cerdan T, Tardaguila J, Gutierrez-Gamboa G, Perez-Alvarez EP, Diago MP. Assesment of amino acids and total soluble solid in intact grape berries using contactless VIS and NIR spectroscopy during ripening. Talanta. 2019;199:244-253. DOI: 10.1016/j.talanta.2019.02.037'},{id:"B76",body:'Valdés ME, Talaverano MI, Moreno D, Prieto MH, Mancha LA, Uriarte D, et al. Effect of the timing of water deficit on the must amino acid profile of Tempranillo grapes grown under the semiarid conditions of SW Spain. Food Chemistry. 2019;292:24-31. DOI: 10.1016/j.foodchem.2019.04.046'}],footnotes:[],contributors:[{corresp:"yes",contributorFullName:"Serpil Tangolar",address:"stangolar@cu.edu.tr",affiliation:'
Faculty of Agriculture, Department of Horticulture, University of Cukurova, Türkiye
Faculty of Agriculture, Department of Horticulture, University of Cukurova, Türkiye
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UK Research and Innovation (former Research Councils UK (RCUK) - including AHRC, BBSRC, ESRC, EPSRC, MRC, NERC, STFC.) Processing charges for books/book chapters can be covered through RCUK block grants which are allocated to most universities in the UK, which then handle the OA publication funding requests. It is at the discretion of the university whether it will approve the request.)
UK Research and Innovation (former Research Councils UK (RCUK) - including AHRC, BBSRC, ESRC, EPSRC, MRC, NERC, STFC.) Processing charges for books/book chapters can be covered through RCUK block grants which are allocated to most universities in the UK, which then handle the OA publication funding requests. It is at the discretion of the university whether it will approve the request.)
Wellcome Trust (Funding available only to Wellcome-funded researchers/grantees)
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Aalborg University has Two Satellite Campuses, one in Copenhagen (Aalborg University Copenhagen) and the other in Esbjerg (Aalborg University Esbjerg).\n· He is a member of prestigious IEEE (Institute of Electrical and Electronics Engineers), and IAENG (International Association of Engineers) organizations. \n· He is the chief Editor of the Journal of Software Engineering.\n· He is the member of the Editorial Board of International Journal of Computer Science and Software Technology (IJCSST) and International Journal of Computer Engineering and Information Technology. \n· He is also the Editor of Communication in Computer and Information Science CCIS-20 by Springer.\n· Reviewer For Many Conferences\nHe is the lead person in making collaboration agreements between Aalborg University and many universities of Pakistan, for which the MOU’s (Memorandum of Understanding) have been signed.\nProfessor Akbar is working in Academia since 1990, he started his career as a Lab demonstrator/TA at the University of Sussex. After finishing his P. hD degree in 1992, he served in the Industry as a Scientific Officer and continued his academic career as a visiting scholar for a number of educational institutions. In 1996 he joined National University of Science & Technology Pakistan (NUST) as an Associate Professor; NUST is one of the top few universities in Pakistan. In 1999 he joined an International Company Lineo Inc, Canada as Manager Compiler Group, where he headed the group for developing Compiler Tool Chain and Porting of Operating Systems for the BLACKfin processor. The processor development was a joint venture by Intel and Analog Devices. In 2002 Lineo Inc., was taken over by another company, so he joined Aalborg University Denmark as an Assistant Professor.\nProfessor Akbar has truly a multi-disciplined career and he continued his legacy and making progress in many areas of his interests both in teaching and research. 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It is a statically approach where we develop the mathematical models through experimental trial runs to predict the possible output on the basis of the given input data or parameters. The aim of this chapter is to stimulate the engineering community to apply Taguchi technique to experimentation, the design of experiments, and to tackle quality problems in industrial chemical processes that they deal with. Based on years of research and applications, Dr. G. Taguchi has standardized the methods for each of these DOE application steps. Thus, DOE using Taguchi approach has become a much more attractive tool to practicing engineers and scientists. And since the last four decades, there were limitations when conventional experimental design techniques were applied to industrial experimentation. And Taguchi, also known as orthogonal array design, adds a new dimension to conventional experimental design. 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Although it has attracted great interests during last decades, it remains a challenging task and falls short of efficiency due to the nature of its data: high dimensionality, large in data size and updating continuously. With the advent of deep learning, new methods have been developed, especially Convolutional Neural Network (CNN) models. In this paper, we present a review of our time series CNN approaches including: (i) a data-level approach based on encoding time series into frequency-domain signals via the Stockwell transform, (ii) an algorithm-level approach based on an adaptive convolutional layer filter that suits the time series in hand, and (iii) another algorithm-level approach adapted to time series classification tasks with limited annotated data, which is a global, fast and light-weight framework based on a transfer learning technique with a source learning task similar or different but related to the target learning task. 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Despite its popularity in the field of statistics, Bayesian inference is barely known and used in psychology. Frequentist inference, and its null hypothesis significance testing (NHST), has been hegemonic through most of the history of scientific psychology. However, the NHST has not been exempt of criticisms. Therefore, the aim of this chapter is to introduce a Bayesian approach to hypothesis testing that may represent a useful complement, or even an alternative, to the current NHST. The advantages of this Bayesian approach over Frequentist NHST will be presented, providing examples that support its use in psychology and social sciences. 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He worked as a post-doctoral fellow at the Public Health Research Institute (PHRI), Newark, NJ for four years before accepting a three-year faculty position at Brigham Young University-Hawaii. Dr. Engohang-Ndong is a tenured faculty member with the academic rank of Full Professor at Kent State University, Ohio, where he teaches a wide range of biological science courses and pursues his research in medical and environmental microbiology. 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He has an excellent track record in the herpesvirus field, and his group is engaged in clinical research in the field of Epstein-Barr virus diseases. He is the editor of the online Encyclopedia of Environment and he coordinates the Universal Health Coverage education program for the BioHealth Computing Schools of the European Institute of Science.",institutionString:null,institution:{name:"Grenoble Alpes University",country:{name:"France"}}},{id:"131400",title:"Prof.",name:"Alfonso J.",middleName:null,surname:"Rodriguez-Morales",slug:"alfonso-j.-rodriguez-morales",fullName:"Alfonso J. Rodriguez-Morales",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/131400/images/system/131400.png",biography:"Dr. Rodriguez-Morales is an expert in tropical and emerging diseases, particularly zoonotic and vector-borne diseases (especially arboviral diseases). He is the president of the Travel Medicine Committee of the Pan-American Infectious Diseases Association (API), as well as the president of the Colombian Association of Infectious Diseases (ACIN). He is a member of the Committee on Tropical Medicine, Zoonoses, and Travel Medicine of ACIN. He is a vice-president of the Latin American Society for Travel Medicine (SLAMVI) and a Member of the Council of the International Society for Infectious Diseases (ISID). Since 2014, he has been recognized as a Senior Researcher, at the Ministry of Science of Colombia. He is a professor at the Faculty of Medicine of the Fundacion Universitaria Autonoma de las Americas, in Pereira, Risaralda, Colombia. He is an External Professor, Master in Research on Tropical Medicine and International Health, Universitat de Barcelona, Spain. He is also a professor at the Master in Clinical Epidemiology and Biostatistics, Universidad Científica del Sur, Lima, Peru. In 2021 he has been awarded the “Raul Isturiz Award” Medal of the API. Also, in 2021, he was awarded with the “Jose Felix Patiño” Asclepius Staff Medal of the Colombian Medical College, due to his scientific contributions to COVID-19 during the pandemic. He is currently the Editor in Chief of the journal Travel Medicine and Infectious Diseases. His Scopus H index is 47 (Google Scholar H index, 68).",institutionString:"Institución Universitaria Visión de las Américas, Colombia",institution:null},{id:"332819",title:"Dr.",name:"Chukwudi Michael",middleName:"Michael",surname:"Egbuche",slug:"chukwudi-michael-egbuche",fullName:"Chukwudi Michael Egbuche",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/332819/images/14624_n.jpg",biography:"I an Dr. Chukwudi Michael Egbuche. I am a Senior Lecturer in the Department of Parasitology and Entomology, Nnamdi Azikiwe University, Awka.",institutionString:null,institution:{name:"Nnamdi Azikiwe University",country:{name:"Nigeria"}}},{id:"284232",title:"Mr.",name:"Nikunj",middleName:"U",surname:"Tandel",slug:"nikunj-tandel",fullName:"Nikunj Tandel",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/284232/images/8275_n.jpg",biography:'Mr. Nikunj Tandel has completed his Master\'s degree in Biotechnology from VIT University, India in the year of 2012. He is having 8 years of research experience especially in the field of malaria epidemiology, immunology, and nanoparticle-based drug delivery system against the infectious diseases, autoimmune disorders and cancer. He has worked for the NIH funded-International Center of Excellence in Malaria Research project "Center for the study of complex malaria in India (CSCMi)" in collaboration with New York University. The preliminary objectives of the study are to understand and develop the evidence-based tools and interventions for the control and prevention of malaria in different sites of the INDIA. Alongside, with the help of next-generation genomics study, the team has studied the antimalarial drug resistance in India. Further, he has extended his research in the development of Humanized mice for the study of liver-stage malaria and identification of molecular marker(s) for the Artemisinin resistance. At present, his research focuses on understanding the role of B cells in the activation of CD8+ T cells in malaria. 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She is currently an Adjunct Professor at Feevale University in Medicine and Biomedicine courses and a permanent professor of the Academic Master\\'s Degree in Virology. She has experience in the field of Microbiology, with an emphasis on Bacteriology, working mainly on the following topics: bacteriophages, bacterial resistance, clinical microbiology and food microbiology.",institutionString:null,institution:{name:"Universidade Feevale",country:{name:"Brazil"}}},{id:"229220",title:"Dr.",name:"Amjad",middleName:"Islam",surname:"Aqib",slug:"amjad-aqib",fullName:"Amjad Aqib",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/229220/images/system/229220.png",biography:"Dr. Amjad Islam Aqib obtained a DVM and MSc (Hons) from University of Agriculture Faisalabad (UAF), Pakistan, and a PhD from the University of Veterinary and Animal Sciences Lahore, Pakistan. Dr. Aqib joined the Department of Clinical Medicine and Surgery at UAF for one year as an assistant professor where he developed a research laboratory designated for pathogenic bacteria. Since 2018, he has been Assistant Professor/Officer in-charge, Department of Medicine, Manager Research Operations and Development-ORIC, and President One Health Club at Cholistan University of Veterinary and Animal Sciences, Bahawalpur, Pakistan. He has nearly 100 publications to his credit. His research interests include epidemiological patterns and molecular analysis of antimicrobial resistance and modulation and vaccine development against animal pathogens of public health concern.",institutionString:"Cholistan University of Veterinary and Animal Sciences",institution:null},{id:"62900",title:"Prof.",name:"Fethi",middleName:null,surname:"Derbel",slug:"fethi-derbel",fullName:"Fethi Derbel",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/62900/images/system/62900.jpeg",biography:"Professor Fethi Derbel was born in 1960 in Tunisia. He received his medical degree from the Sousse Faculty of Medicine at Sousse, University of Sousse, Tunisia. He completed his surgical residency in General Surgery at the University Hospital Farhat Hached of Sousse and was a member of the Unit of Liver Transplantation in the University of Rennes, France. He then worked in the Department of Surgery at the Sahloul University Hospital in Sousse. Professor Derbel is presently working at the Clinique les Oliviers, Sousse, Tunisia. His hospital activities are mostly concerned with laparoscopic, colorectal, pancreatic, hepatobiliary, and gastric surgery. He is also very interested in hernia surgery and performs ventral hernia repairs and inguinal hernia repairs. He has been a member of the GREPA and Tunisian Hernia Society (THS). During his residency, he managed patients suffering from diabetic foot, and he was very interested in this pathology. For this reason, he decided to coordinate a book project dealing with the diabetic foot. 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She has published several articles in diffrent journals.",institutionString:"Sidi Bouzid Regional Hospital",institution:null},{id:"229481",title:"Dr.",name:"Erika M.",middleName:"Martins",surname:"de Carvalho",slug:"erika-m.-de-carvalho",fullName:"Erika M. de Carvalho",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/229481/images/6397_n.jpg",biography:null,institutionString:null,institution:{name:"Oswaldo Cruz Foundation",country:{name:"Brazil"}}},{id:"186537",title:"Prof.",name:"Tonay",middleName:null,surname:"Inceboz",slug:"tonay-inceboz",fullName:"Tonay Inceboz",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/186537/images/system/186537.jfif",biography:"I was graduated from Ege University of Medical Faculty (Turkey) in 1988 and completed his Med. PhD degree in Medical Parasitology at the same university. I became an Associate Professor in 2008 and Professor in 2014. I am currently working as a Professor at the Department of Medical Parasitology at Dokuz Eylul University, Izmir, Turkey.\n\nI have given many lectures, presentations in different academic meetings. I have more than 60 articles in peer-reviewed journals, 18 book chapters, 1 book editorship.\n\nMy research interests are Echinococcus granulosus, Echinococcus multilocularis (diagnosis, life cycle, in vitro and in vivo cultivation), and Trichomonas vaginalis (diagnosis, PCR, and in vitro cultivation).",institutionString:"Dokuz Eylül University",institution:{name:"Dokuz Eylül University",country:{name:"Turkey"}}},{id:"71812",title:"Prof.",name:"Hanem Fathy",middleName:"Fathy",surname:"Khater",slug:"hanem-fathy-khater",fullName:"Hanem Fathy Khater",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/71812/images/1167_n.jpg",biography:"Prof. Khater is a Professor of Parasitology at Benha University, Egypt. She studied for her doctoral degree, at the Department of Entomology, College of Agriculture, Food and Natural Resources, University of Missouri, Columbia, USA. She has completed her Ph.D. degrees in Parasitology in Egypt, from where she got the award for “the best scientific Ph.D. dissertation”. She worked at the School of Biological Sciences, Bristol, England, the UK in controlling insects of medical and veterinary importance as a grant from Newton Mosharafa, the British Council. Her research is focused on searching of pesticides against mosquitoes, house flies, lice, green bottle fly, camel nasal botfly, soft and hard ticks, mites, and the diamondback moth as well as control of several parasites using safe and natural materials to avoid drug resistances and environmental contamination.",institutionString:null,institution:{name:"Banha University",country:{name:"Egypt"}}},{id:"99780",title:"Prof.",name:"Omolade",middleName:"Olayinka",surname:"Okwa",slug:"omolade-okwa",fullName:"Omolade Okwa",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/99780/images/system/99780.jpg",biography:"Omolade Olayinka Okwa is presently a Professor of Parasitology at Lagos State University, Nigeria. She has a PhD in Parasitology (1997), an MSc in Cellular Parasitology (1992), and a BSc (Hons) Zoology (1990) all from the University of Ibadan, Nigeria. She teaches parasitology at the undergraduate and postgraduate levels. She was a recipient of a Commonwealth fellowship supported by British Council tenable at the Centre for Entomology and Parasitology (CAEP), Keele University, United Kingdom between 2004 and 2005. She was awarded an Honorary Visiting Research Fellow at the same university from 2005 to 2007. \nShe has been an external examiner to the Department of Veterinary Microbiology and Parasitology, University of Ibadan, MSc programme between 2010 and 2012. She is a member of the Nigerian Society of Experimental Biology (NISEB), Parasitology and Public Health Society of Nigeria (PPSN), Science Association of Nigeria (SAN), Zoological Society of Nigeria (ZSN), and is Vice Chairperson of the Organisation of Women in Science (OWSG), LASU chapter. She served as Head of Department of Zoology and Environmental Biology, Lagos State University from 2007 to 2010 and 2014 to 2016. She is a reviewer for several local and international journals such as Unilag Journal of Science, Libyan Journal of Medicine, Journal of Medicine and Medical Sciences, and Annual Research and Review in Science. \nShe has authored 45 scientific research publications in local and international journals, 8 scientific reviews, 4 books, and 3 book chapters, which includes the books “Malaria Parasites” and “Malaria” which are IntechOpen access publications.",institutionString:"Lagos State University",institution:{name:"Lagos State University",country:{name:"Nigeria"}}},{id:"273100",title:"Dr.",name:"Vijay",middleName:null,surname:"Gayam",slug:"vijay-gayam",fullName:"Vijay Gayam",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/273100/images/system/273100.jpeg",biography:"Dr. Vijay Bhaskar Reddy Gayam is currently practicing as an internist at Interfaith Medical Center in Brooklyn, New York, USA. He is also a Clinical Assistant Professor at the SUNY Downstate University Hospital and Adjunct Professor of Medicine at the American University of Antigua. He is a holder of an M.B.B.S. degree bestowed to him by Osmania Medical College and received his M.D. at Interfaith Medical Center. His career goals thus far have heavily focused on direct patient care, medical education, and clinical research. He currently serves in two leadership capacities; Assistant Program Director of Medicine at Interfaith Medical Center and as a Councilor for the American\r\nFederation for Medical Research. As a true academician and researcher, he has more than 50 papers indexed in international peer-reviewed journals. He has also presented numerous papers in multiple national and international scientific conferences. His areas of research interest include general internal medicine, gastroenterology and hepatology. He serves as an editor, editorial board member and reviewer for multiple international journals. His research on Hepatitis C has been very successful and has led to multiple research awards, including the 'Equity in Prevention and Treatment Award” from the New York Department of Health Viral Hepatitis Symposium (2018) and the 'Presidential Poster Award” awarded to him by the American College of Gastroenterology (2018). He was also awarded 'Outstanding Clinician in General Medicine” by Venus International Foundation for his extensive research expertise and services, perform over and above the standard expected in the advancement of healthcare, patient safety and quality of care.",institutionString:"Interfaith Medical Center",institution:{name:"Interfaith Medical Center",country:{name:"United States of America"}}},{id:"93517",title:"Dr.",name:"Clement",middleName:"Adebajo",surname:"Meseko",slug:"clement-meseko",fullName:"Clement Meseko",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/93517/images/system/93517.jpg",biography:"Dr. Clement Meseko obtained DVM and PhD degree in Veterinary Medicine and Virology respectively. He has worked for over 20 years in both private and public sectors including the academia, contributing to knowledge and control of infectious disease. Through the application of epidemiological skill, classical and molecular virological skills, he investigates viruses of economic and public health importance for the mitigation of the negative impact on people, animal and the environment in the context of Onehealth. \r\nDr. Meseko’s field experience on animal and zoonotic diseases and pathogen dynamics at the human-animal interface over the years shaped his carrier in research and scientific inquiries. He has been part of the investigation of Highly Pathogenic Avian Influenza incursions in sub Saharan Africa and monitors swine Influenza (Pandemic influenza Virus) agro-ecology and potential for interspecies transmission. 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His research work has been published in various high-impact factor journals (Science, PNAS, Nature Medicine) with a high number of citations. He has received many awards and honors in India and abroad including various Young Scientist Awards, BBSRC India Partnering Award, and Dr. JC Bose National Award of Department of Biotechnology, Min. of Science and Technology, Govt. of India. Dr. Saxena is a fellow of various international societies/academies including the Royal College of Pathologists, United Kingdom; Royal Society of Medicine, London; Royal Society of Biology, United Kingdom; Royal Society of Chemistry, London; and Academy of Translational Medicine Professionals, Austria. He was named a Global Leader in Science by The Scientist. He is also an international opinion leader/expert in vaccination for Japanese encephalitis by IPIC (UK).",institutionString:"King George's Medical University",institution:{name:"King George's Medical University",country:{name:"India"}}},{id:"94928",title:"Dr.",name:"Takuo",middleName:null,surname:"Mizukami",slug:"takuo-mizukami",fullName:"Takuo Mizukami",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/94928/images/6402_n.jpg",biography:null,institutionString:null,institution:{name:"National Institute of Infectious Diseases",country:{name:"Japan"}}},{id:"233433",title:"Dr.",name:"Yulia",middleName:null,surname:"Desheva",slug:"yulia-desheva",fullName:"Yulia Desheva",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/233433/images/system/233433.png",biography:"Dr. Yulia Desheva is a leading researcher at the Institute of Experimental Medicine, St. Petersburg, Russia. She is a professor in the Stomatology Faculty, St. Petersburg State University. She has expertise in the development and evaluation of a wide range of live mucosal vaccines against influenza and bacterial complications. Her research interests include immunity against influenza and COVID-19 and the development of immunization schemes for high-risk individuals.",institutionString:'Federal State Budgetary Scientific Institution "Institute of Experimental Medicine"',institution:null},{id:"238958",title:"Mr.",name:"Atamjit",middleName:null,surname:"Singh",slug:"atamjit-singh",fullName:"Atamjit Singh",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/238958/images/6575_n.jpg",biography:null,institutionString:null,institution:null},{id:"333753",title:"Dr.",name:"Rais",middleName:null,surname:"Ahmed",slug:"rais-ahmed",fullName:"Rais Ahmed",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/333753/images/20168_n.jpg",biography:null,institutionString:null,institution:null},{id:"252058",title:"M.Sc.",name:"Juan",middleName:null,surname:"Sulca",slug:"juan-sulca",fullName:"Juan Sulca",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/252058/images/12834_n.jpg",biography:null,institutionString:null,institution:null},{id:"191392",title:"Dr.",name:"Marimuthu",middleName:null,surname:"Govindarajan",slug:"marimuthu-govindarajan",fullName:"Marimuthu Govindarajan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/191392/images/5828_n.jpg",biography:"Dr. M. 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Thus proteomics, an area of research that detects all protein forms expressed in an organism, including splice isoforms and post-translational modifications, is more suitable than genomics for a comprehensive understanding of the biochemical processes that govern life. The most common proteomics applications are currently in the clinical field for the identification, in a variety of biological matrices, of biomarkers for diagnosis and therapeutic intervention of disorders. From the comparison of proteomic profiles of control and disease or different physiological states, which may emerge, changes in protein expression can provide new insights into the roles played by some proteins in human pathologies. Understanding how proteins function and interact with each other is another goal of proteomics that makes this approach even more intriguing. Specialized technology and expertise are required to assess the proteome of any biological sample. 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