Variants of COVID-19.
\\n\\n
These books synthesize perspectives of renowned scientists from the world’s most prestigious institutions - from Fukushima Renewable Energy Institute in Japan to Stanford University in the United States, including Columbia University (US), University of Sidney (AU), University of Miami (USA), Cardiff University (UK), and many others.
\\n\\nThis collaboration embodied the true essence of Open Access by simplifying the approach to OA publishing for Academic editors and authors who contributed their research and allowed the new research to be made available free and open to anyone anywhere in the world.
\\n\\nTo celebrate the 50 books published, we have gathered them at one location - just one click away, so that you can easily browse the subjects of your interest, download the content directly, share it or read online.
\\n\\n\\n\\n\\n"}]',published:!0,mainMedia:null},components:[{type:"htmlEditorComponent",content:'
IntechOpen and Knowledge Unlatched formed a partnership to support researchers working in engineering sciences by enabling an easier approach to publishing Open Access content. Using the Knowledge Unlatched crowdfunding model to raise the publishing costs through libraries around the world, Open Access Publishing Fee (OAPF) was not required from the authors.
\n\nInitially, the partnership supported engineering research, but it soon grew to include physical and life sciences, attracting more researchers to the advantages of Open Access publishing.
\n\n\n\nThese books synthesize perspectives of renowned scientists from the world’s most prestigious institutions - from Fukushima Renewable Energy Institute in Japan to Stanford University in the United States, including Columbia University (US), University of Sidney (AU), University of Miami (USA), Cardiff University (UK), and many others.
\n\nThis collaboration embodied the true essence of Open Access by simplifying the approach to OA publishing for Academic editors and authors who contributed their research and allowed the new research to be made available free and open to anyone anywhere in the world.
\n\nTo celebrate the 50 books published, we have gathered them at one location - just one click away, so that you can easily browse the subjects of your interest, download the content directly, share it or read online.
\n\n\n\n\n'}],latestNews:[{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"},{slug:"introducing-intechopen-book-series-a-new-publishing-format-for-oa-books-20210915",title:"Introducing IntechOpen Book Series - A New Publishing Format for OA Books"}]},book:{item:{type:"book",id:"199",leadTitle:null,fullTitle:"Telemedicine Techniques and Applications",title:"Telemedicine",subtitle:"Techniques and Applications",reviewType:"peer-reviewed",abstract:"Telemedicine is a rapidly evolving field as new technologies are implemented for example for the development of wireless sensors, quality data transmission. Using the Internet applications such as counseling, clinical consultation support and home care monitoring and management are more and more realized, which improves access to high level medical care in underserved areas. 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Following his research studies at the Department for Mathematics and Natural Sciences of the Technical University Dresden (Germany) he gained his Ph.D. there in 1974. After research appointments at various international sites he became in 1987 co-founder of the Research Unit OP 2000 at the German Cancer Research Center DKFZ in Heidelberg (Germany), where he acted as its Scientific Coordinator until its transfer to Berlin. He made major contribution to numerous leading national and international telemedicine projects: SICONET, PANORAMA, GALENOS, DELTASS, MEDASHIP, EMISPHER. 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They are currently endemic in 98 countries and territories worldwide, with estimated 700,000 to 1 million new cases and 20,000–30,000 deaths occurring annually [2]. The incidence of this disease is mainly in underdeveloped countries within South East Asia, East Africa, and Latin America; however, it is also endemic in several Mediterranean countries leading to highlight the importance of transmission in travelers [3].
Leishmaniases are caused by the protozoan parasites of
The immune response in
The preconized treatment for leishmaniases is the use of antimonials, the same treatment used since its description by Gaspar Vianna in 1912 [6]. First, the recommendation was based on the use of trivalent antimonial; however, it was replaced with pentavalent antimonial, more efficient, and less toxic [29]. The pentavalent antimonial formulations are represented by meglumine antimoniate and sodium stibogluconate and still considered as the main line for leishmaniases treatment today [30]. These compounds have side effects, the treatment is long, and they are administered through intramuscular injections or intravenous infusions, requiring the patient hospitalization [30]. The high toxicity of these compounds can be due to the high concentration used in the current treatment (about four times higher than 20 years ago) and to the acquired resistance by the parasite as a result of long exposure of the drug and inadequate dosages [30]. An alternative line of treatment can be based on the use of amphotericin and its liposomal derivatives; however, they also present side effects, which restrict its use besides the high cost of the treatment [30]. Pentamidine has the mechanism of action based on the inhibition of polyamine synthesis [31, 32] and can also be used for unresponsive antimonial treatment [33]. Miltefosine, which is administrated as an oral drug, is a promisor alternative for leishmaniases treatment [34] with high effective and tolerated rate in visceral leishmaniasis in India [35] and later also effective for cutaneous leishmaniasis [36, 37, 38]. However, miltefosine-unresponsive cases have been reported in regions outside India [36]. Paromomycin is another promising treatment for visceral leishmaniasis control in India, and it has been described as effective in monotherapy as well as in combination with other drugs [39]. Azole antifungal agents, like ketoconazole, have been also used in the leishmaniases treatment for decades [40], and its mechanism of action is based on the inhibition of ergosterol biosynthesis [41].
The current leishmaniases chemotherapy, as represented in Figure 1, is based on these seven compounds, which present different origins of discovery, unique structures, and distinct modes of action [42].
Chemical structure of the current antileishmanial drugs: amphotericin, meglumine antimoniate, miltefosine, paromomycin, ketoconazole, sodium stibogluconate, and pentamidine.
To date, there is no single effective treatment for leishmaniases. In fact, the leishmaniases treatment is complicated due to the complexity of the different species of
A rational strategy for the parasite control can be developed based on the identification of fundamental metabolic pathways of both the parasite and the host, such as polyamine biosynthesis. Polyamines are involved in chromatin structure and DNA replication. They interact with both DNA and RNA, promoting gene expression regulation and transport mechanisms [43].
In this review, we will point aspects of the current treatment, relevant targets and highlight the potential for polyamine pathway for leishmaniases chemotherapy because it is essential for parasite replication and survival.
The leishmaniases chemotherapy was discovered in an empiric way, which means all drugs used are re-purposed from other therapeutic prescriptions. In fact, this scenario is far to be optimal for a disease whose incidence is increasing in the endemic areas.
Then, we will review the current leishmaniases chemotherapy with description of the drugs and its mechanism of action.
Pentavalent antimonials are represented by the formulations meglumine antimoniate and sodium stibogluconate (Figure 1) and consist in the most frequently used drug for leishmaniases treatment because they are effective for both visceral and cutaneous leishmaniases [30]. Both formulations present poor oral absorption, leading to an intramuscular or intravenous administration [44]. Besides its accumulation in the tissues, antimonials can cause severe cardiotoxicity, pancreatitis, and nephrotoxicity effects, requiring hospitalization and close monitoring of patients [45, 46]. In addition to these side effects, the long period of treatment leads to noncompliance and abandonment, favoring the emergence of resistant parasites and the drug efficacy varying from region to region compromising its use [33].
The antimonial mechanism of action involves the depletion of intracellular ATP due to interference in glycolysis and fatty acids β oxidation [47]. There are some studies evidencing that antimony kills the parasite by a process of apoptosis involving DNA fragmentation and externalization of phosphatidylserine on the membrane surface [48].
Pentamidine is an aromatic diamidine (Figure 1) used mainly in the treatment of cutaneous leishmaniasis unresponsive to pentavalent antimonial treatment [33]. Most regimens are based on intramuscular injections or intravenous infusions per day for about 30 days [49]. However, due to its toxicity and rapidly emerging resistance, pentamidine was abandoned in India in 1990 and replaced by amphotericin B, as the recommended treatment [50]. In contrast, pentamidine is the first line of choice for treatment in French Guiana, where it is the only available drug [51].
The pentamidine mechanism of action is related to inhibition of the polyamine synthesis [31, 32], activity of
Amphotericin B (Figure 1) and its lipid formulation have been considered as the most striking advances for visceral leishmaniasis treatment [60, 61]. This antifungal antibiotic has also been considered as the first-line drug for treatment due to its high efficacy against antimonial-unresponsive cases [62]. Amphotericin B is administrated through intravenous infusion and can present side effects, such as nephrotoxicity and myocarditis, leading to close monitoring and hospitalization for 4–5 weeks [63]. The advent of liposome technology allows minimization of dose-limiting toxicity, providing highly effective and safe therapy. The ambisome formulation is probably the most efficient of all currently available drugs for leishmaniases treatment, and it has been used as the first-line drug for treatment worldwide [64, 65].
The mechanism of action of amphotericin B is based on the sterols metabolism. It interferes in the ergosterol biosynthesis of the cell membrane of
Miltefosine (Figure 1) was the first effective oral agent for visceral leishmaniasis treatment. This drug was originally used for cancer treatment, but it showed high efficacy for leishmaniases unresponsive to antimonial treatment [67]. Since it has been described effective for leishmaniases treatment, it has been used worldwide, however, with a variable rate of efficacy [37, 38, 68]. Drug-resistant cases have been reported, and increasing relapse rates can be due to the reflection of its long half-life in case of inadequate use [69].
Miltefosine interferes with cell membrane composition by inhibiting phospholipid metabolism with reduction of phosphatidylcholine content and enhancement of phosphatidylethanolamine content in the membrane of
Paromomycin is an aminoglycoside antibiotic (Figure 1) used to treat bacterial infections and requires metabolic energy from electron transport chain across plasmatic membrane [73, 74]. Paromomycin has shown high cure rate in leishmaniases treatment in India [75]. When orally administered, paromomycin is poorly absorbed, limiting its use to intramuscular injections.
The mechanism of paromomycin action in
Ketoconazole is an oral antifungal drug (Figure 1) that inhibits ergosterol biosynthesis. Ergosterol is the major sterol in
In the course of the
Despite these environmental changes, promastigotes and amastigotes have common metabolic features that distinguish them from their hosts and can be used as new antiparasitic targets. New potential drug targets have been described along the years, and we will describe here some of them, such as protein kinases, glycolate enzyme, purine pathway, and polyamine pathway. Additionally, besides considering the future of leishmaniases treatment, encompassing new methodological approaches available today, the study of metabolic pathways allows the understanding of the biology and physiology of the parasite. Recent approaches, such as “omics”, have been provided new insights into fundamental pathways of the parasite and/or in the
The protein kinases are involved in several essential biological processes, including metabolism, gene expression, cell proliferation, motility, differentiation, and death [86]. Protein kinases act on serine, threonine, tyrosine, or histidine residues of proteins leading to phosphorylation. Phosphorylation can modify the function of a protein in a variety of ways, such as protein activity, stabilization, or degradation. The localization within a particular compartment of a cell can initiate or disrupt its interaction with other proteins [87]. These kinases along with phosphatases play a major role in protein and enzyme regulation.
These enzymes have been explored as therapeutic target by pharmaceutical industry, with a focus on the discovery of non-ATP-competitive kinase inhibitors, directing these modulators to target sites that can regulate specific protein kinases [89, 90].
The glycolytic enzymes of trypanosomes are attractive drug targets because the glycolysis is essential for energy requirements. The ATP synthesis through glycolytic enzymes starts with glucose to produce glycerol and pyruvate, maintaining the ATP and NAD balance of glycosome compartment. The glycolytic enzymes, localized in glycosome and cytosol, have emerged as drug targets in parasitic diseases [76, 91]. Targeting the glycosomal enzymes could alter the production of energy and NADH by glyceraldehyde-3-phosphate dehydrogenase (GAPDH) and its oxidization through mitochondrial glycerol-3-phosphate oxidase to shift the electrons [91].
The inhibition of energy production in
Another interesting pathway to explore as new targets for leishmaniases chemotherapy is the purine metabolism.
Purine nucleotides and their derivatives are precursors of vast cellular and metabolic processes, including energy production, cell signaling, synthesis of nucleic acids, modulation of enzymatic activities, and synthesis of co-enzymes [96, 97]. This unique characteristic may be the basis for susceptibility of
In addition, based on tubercidin-resistant
The polyamine pathway is important for parasite replication and to the establishment of infection in the host [102]. Fundamental differences in this pathway are described between the parasite and its host, pointing to antileishmanial chemotherapy targets (Figure 2). Polyamines (putrescine, spermidine, and spermine) are essential substrates in all cells, including parasitic protozoa. Their intracellular concentration may be regulated at the level of their biosynthesis, interconversion, degradation, and transport [103]. In
Schematic representation of polyamine-related chemotherapeutic approaches for
The polyamines biosynthetic pathway is characterized by the decarboxylation of the amino acid ornithine to putrescine and catalyzed by ornithine decarboxylase (ODC), a key enzyme on this pathway. Putrescine is then converted into spermidine by the action of a spermidine synthase (SpdS). Finally, spermidine is used to form both spermine by spermine synthase (SpmS) and trypanothione through trypanothione synthase (TryS). Trypanothione is an important regulator of intracellular thiol redox balance [111, 112].
Once L-arginine is not synthesized
Besides the glycosomal signal,
The drugs targeting enzymes involved in the polyamines production could reduce the parasite growth and survival. The 3-aminooxy-1-aminopropane (APA) and L-α-difluoromethylornithine (DFMO) are ODC inhibitors. APA is an isosteric analog of putrescine and inhibits the growth of
A 5′-((Z)-4-amino-2-butenyl)methylamino)-5′-deoxyadenosine (MDL73811) can also be used as an inhibitor of adenosyl methionine decarboxylase (AdometDC), enzyme that forms decarboxylate
In addition, the importance of polyamine pathway has been described with the generation of
The application of “omics” approaches in
Based on that, the following approaches can be helpful for the future chemotherapy targets discovery. The genomic studies allow the identification of single-nucleotide polymorphisms (SNPs), copy number variations (CNVs), genomic rearrangements, and genomic annotations, using whole genome sequencing and
The transcriptomic studies have been extensively used allowing the discovery of mRNA stability, mRNA processing, and gene expression regulation, through microarrays or RNA-seq techniques [7, 8, 119]. Previous studies revealed sequence elements that control the abundance of mRNAs by influencing their maturation and stability. These changes in transcripts abundance during the life cycle of the parasite may lead to the identification of essential genes and thus pointing them as potential candidates for vaccine or drug targets [144]. A previous study demonstrated that the differentiation of promastigotes to amastigotes from
The proteomic studies allow the discovery of cellular components, protein expression, post-translation modification, and protein interaction, using quantitative proteomics by two-dimensional gel electrophoresis (2DE), liquid chromatography mass spectrometry (LC-MS), or stable isotope labeling by amino acids in cell culture (SILAC). Post-translation modifications are of particular interest in
In the absence of effective vaccine and vector control, the eradication of leishmaniases is mostly dependent on chemotherapy. Besides other vials, such as the protein kinases, glycolytic enzymes, and purine metabolism, studies involving the polyamine pathway have been increasing over the years due to its consideration as a promisor target for leishmaniases chemotherapy. The importance of this pathway for
Funding: Sao Paulo Research Foundation (FAPESP) (grants #2014/50717-1, #2016/03273-6 and #2016/19815-2).
There is no health without mental health. Mental health is important at every stage of life, from childhood and adolescence through adulthood to senescence. However, the upsurge of Coronavirus (COVID-19) as a global burden in 2019 in Wuhan, China, its high mortality rate and attendant stressors, such as lock-downs, self-isolation and quarantines, infection fears, inadequate information, job and financial losses, stigma, and discrimination, among others have contributed significantly to the increase of negative psycho-social and mental health disorders globally. Since the WHO’s declaration of the outbreak of coronavirus disease as a Public Health Emergency of International Concern (PHEIC) and a pandemic between 30th January and 11th March 2020, there had held six different International Health Regulations (IHR) Emergency Committee meetings (third to ninth) for COVID-19 in Geneva. The meetings were specifically held on 30 April 2020, 31 July 2020, 29 October 2020, 14 January 2021, 15 April 2021, 14 July 2021, and 22 October 2021. During each of these committee meetings, it was concluded that the pandemic constitutes a major PHEIC.
The physical burden associated with COVID-19 included symptoms such as mild to moderate respiratory illnesses characterized by fever, dry cough, tiredness, difficulty breathing or shortness of breath, and loss of the ability to smell and taste. Between 31st December 2019 and the week 492,021, five out of 316,017 COVID-19-related deaths and 270,327,277 cases have been recorded in line with the applied case definitions and testing strategies of affected countries. The total number of cases recorded in the global community and the EU/EEA are probably an underestimate of the true number of cases and deaths, due to various degrees of under-ascertainment and under-reporting. Between 9th and 16th December 2021, there had been no changes made to the following ECDC variant classification—
The COVID-19 pandemic has not only disrupted and altered lives in Africa but a surge in depressive cases, public anxieties, worries [1], and increased risk of mental health symptoms and disorders among vulnerable populations, such as unemployed adults, youth, the elderly, and frontline healthcare workers [2]. Its impact in the Democratic Republic of the Congo (DRC) was complicated by the recent Ebola virus disease (EVD) outbreak reported on 8 October 2021, in Butsili Health Area in the Beni Health Zone, North Kivu Province, even though it has been officially declared over on 16 December 2021. In total, eight confirmed and three probable EVD cases, including nine deaths (six among the confirmed cases), were reported since the start of the outbreak (8 October 2021).
Although the WHO and the US CDC have been detecting and characterizing new variants and providing updates to healthcare workers, the public and global partners on the spread and effects of COVID-19 on patients with noncommunicable diseases and co-morbid ailments, Corser [3] posit that the impact of COVID-19 on the mental health of individuals is an unfolding urgent crisis. Additionally, epidemiology and virologic evidence suggest that COVID-19 and its subsequent deadly variants have been associated with mental and neurological manifestations, including delirium or encephalopathy, agitation, acute cerebrovascular disease (including ischaemic and hemorrhagic stroke), meningoencephalitis, impaired sense of smell or taste, anxiety, depression, and sleep problems. WHO [4] found that out of 775 adults, studied in the United States, 55% believed that COVID-19 had dangerous effects on their mental health, while 71% felt agitated about the negative impacts of isolation on their mental health. Pappa, Ntella, Giannakas, Giannakoulis, Papoutsi, and Katsaounou [5] also associated personality changes consistent with depression with COVID-19-induced encephalopathy. Zhang and Ma [6] reported that symptoms of depression, anxiety, fear, stress, and insomnia, increased during the pandemic.
Toward the end of 2020, the emergence of specific variants of the COVID-19 pandemic that constitute a greater significant risk to global public health led to the listing of specific Variants of Interest (VOIs) and Variants of Concern (VOCs). This classification aided the prioritization of global health monitoring, research, and ongoing response to the pandemic. According to the SIG Variant classification scheme, the following are the four main classes of SARS-CoV-2 variants (see Table 1).
The alpha, gamma, and beta variants continue to be monitored but are spreading at much lower levels in the U.S.
The WHO’s label of COVID-19 Variants | Pango lineage• | GISAID clade | Next strain clade | Additional amino acid changes monitored d° | Earliest documented samples | Date of designation |
---|---|---|---|---|---|---|
Alpha | B.1.1.7 | GRY | 20I (V1) | +S:484 K + S:452R | The United Kingdom, Sep-2020 | 18-Dec-2020 |
Beta | B.1.351 | GH/501Y. V2 | 20H (V2) | +S: L18F | South Africa, May-2020 | 18-Dec-2020 |
Gamma | P.1 | GR/501Y. V3 | 20 J (V3) | +S:681H | Brazil, Nov-2020 | 11-Jan-2021 |
Delta | B.1.617.2 | G/478 K.V1 | 21A, 21I, 21 J + S:417 N | +S:484 K | India, Oct-2020 | VOI: 4-Apr-2021 VOC: 11-May-2021 |
Omicron* | B.1.1.529 | GRA 21 K, 21 L 21 M | +R346K | Multiple countries, Nov-2021 | VUM: 24-Nov-2021 | VOC: 26-Nov-2021 |
Variants of COVID-19.
All variants of COVID-19 can cause severe disease or death. While data on these complications may be available in the global north and south, there is a paucity of literature in most African States.
The upsurge of Coronavirus as a global pandemic and its attendant gender-related socio-economic problems have sparked up depression, sadism, suicidal ideation, and all manner of psychiatric ailments across the globe. The pandemic that claims millions of lives both recorded and unrecorded deaths created a new wave of mental ill-health and vicarious trauma even for clinicians attending to COVID-19 patients.
The prevalence of these illnesses and traumatic experiences among clinicians and significant persons attending to the sick or those who have lost loved ones to the pandemic is yet to be determined. The policy strategies deployed for containing the spread of the pandemic increased unemployment, financial insecurity, and poverty. It also had grave impacts on mental health by increasing social isolation and loneliness that have been strongly associated with anxiety, depression, self-harm, suicide attempts, and emotional problems across the lifespan. The effect of social (or physical) distancing measures affects mental health within a syndemics approach through interacting socio-demographic forces (eg, aging, rising inequality) and health conditions (eg, chronic diseases and obesity) that yield resultant comorbidities.
More so, the World Health Organization in its new Mental Health Atlas report identified the growing need for mental health support and a worldwide failure to provide people with the mental health services needed during the COVID-19 pandemic. In a policy brief on COVID-19, the United Nations also mandated the need to provide high-quality data on the psychological impacts of the COVID-19 pandemic [8].
The purpose of this study is to examine the psychosocial and health implications of COVID-19 Comorbidity-Related Complications among selected vulnerable groups in the African States, identify which sub-groups are most vulnerable to psychological distress, identify the risk and protective factors associated with this population’s mental health, and to highlight recent developments in counseling and therapeutic options.
The study contributes to informing where mental health interventions, together with organizational and systemic efforts to support this population’s mental health could be focussed in an effort to support psychological well-being.
What are the COVID-19-related mental health theories?
Are there existing policies or plans for managing mental health issues associated with COVID-19 in Africa?
What is the prevalence of the mental health consequences of COVID-19 containment measures, socio-demographic forces, and other health conditions for vulnerable groups?
How can the mental health consequences of the COVID-19 containment measures, socio-demographic forces, and other health conditions among vulnerable groups be mitigated in Africa?
What are the basic psychosocial counseling principles for COVID-19 positive patients and other significant persons?
To address the stated research questions and objectives, the study adopts a desk review of the literature. The desk review of literature includes scoping existing online records, scientific articles, and reports published in English on the pandemic, related comorbidities, and mental health between 2000 and 2021. All scientific articles were obtained from the online database, while country and continent-specific reports and preprint articles were abstracted using google scholar.
According to WHO [9], mental health is a state of well-being during which the individual realizes his or her own abilities, has the capacity to cope with the normal stresses of life, works productively and fruitfully, and makes meaningful contributions to his or her community. In other words, mental health is not just the absence of mental illness, but the presence of well-being. Cohan and Cole [10] and Ilesanmi and Eboiyehi [11] asserted that disasters have complex, multi-faceted, and long-lasting mental health implications for the people who experience them and vicarious trauma effects on their caregivers. Maths, Nirmala, Moirangthem, and Kumar [12] reported that the prevalence of mental health problems in populations affected by disasters was two to three times higher than that of the general population.
Sturgeon [13] posits that the determinants of mental health and well-being during the pandemic are both psychological and social factors. The psychological factors encompass emotions (e.g., anger, guilt, and grief), thought processes (e.g., hopelessnesses, helplessness associated with the pandemic), beliefs (e.g., about the outbreak, its attribution, and those affected by it), and so on. The social factors entail access to family and community networks during the COVID-19 quarantine, economic factors, stigma and discrimination, cultural practices, and so on. Both psychological and social factors interact with each other to influence the mental health and well-being of individuals during the pandemic.
Consequently, the general theoretical mental health assumption related to COVID-19 and its associated comorbidities as well as the containment measures (quarantine) is that undue distress, a sense of loss, and impairment to social and occupational functioning can stem from losing direct social contacts, loved ones, employment, sources of income, educational opportunities, recreation, freedoms, and social supports. This can be worsened by the gripping fears and anxieties of its morbidity, mortality, and efficacy of high transmission. These anxieties include constant fears of getting infected and passing the infection to friends, families, and coworkers, as well as fear of survival when infected. The development of this mental stress is an emergency needing mental health response. Nearly 20 months into the global health crisis, the pandemic fatigue worsened by the resurgence of more deadly variants is contributing to and creating risks of mental distress of losing jobs, keeping families safe, or the sweeping uncertainty of the future.
Gallagher and Wetherell [14] classified the mental health implications of COVID-19 and its associated comorbidities as peritraumatic stress occurring during or immediately following infection. Biello [15] highlighted the following characteristics of pre-trauma in the current global pandemic scenario as including:
Since Africa recorded its first COVID-19 case in Egypt on 14 February 2020, a significant number of countries have reported cases in capital cities and multiple provinces. As of 2020, out of the WHO’s 194-Member States, only 51% had mental health policies or plans that are in line with international and regional human rights instruments. More so, only 52% met the target relating to mental health promotion and prevention programs, and these are way short of the 80% target. The only 2020 target met was a reduction in the rate of suicide by 10%, but even then, only 35 countries had a stand-alone prevention strategy, policy, or plan.
In compliance with the WHO’s Mental Health Policy Action Plan (2013–2020) that aimed at preventing mental disorders; providing care; enhancing recovery; promoting mental well-being and human rights, as well as reducing the mortality, morbidity, and disability of persons with mental disorders, the following are the existing MHP in African nations:
The mental health impact of disasters usually outlasts their physical impact, thus indicating that the elevated mental health impacts of COVID-19 will continue well beyond the outbreak of the pandemic. The vicarious trauma of the pandemic on clinicians and other health care providers during outbreaks may last up to three years after an outbreak. According to Carfì, Bernabei, and Landi [20], reports from viral outbreaks in earlier centuries, including the deadly “Spanish Flu” pandemic of 1918–1920, describe an increased incidence of neuropsychiatric symptoms such as insomnia, anxiety, depression, mania, psychosis, and suicidality. They also claimed that the full impact of COVID-19 on mental health may be known for several years, but it is likely to be significant—and potentially chronic in some patients globally.
However, Panchal et al. [21] noted that about four in 10 adults had symptoms of anxiety or depressive disorder prior to the onset of the pandemic between January to June 2019 in the U.S. The Mental Health America (MHA) [22] reported surging rates of depression, anxiety, and other mental health problems because of COVID-19 among the people accessing their online mental health screening services. MHA observed a slight increase in the demand for mental health care between January and April 2020, a sharp spike around May and June of the same year. The MHA report also noted that screenings for anxiety (406%) and depression (457%) in June 2020 were greater than those in January. There was also a spike in the percentage of people diagnosed as “at-risk” for psychosis during the onset of the lockdown and self-isolation in May 2020. This continued to rise in June to more than four times the number in January. A six-fold increase was noted for those considering suicide or self-harm. The MHA [22] observation was confirmed by A KFF Health Tracking Poll in the US around July 2020 to 2021 on the mental health impacts of COVID-19 among adults that showed difficulty sleeping (36%), eating (32%), increases in alcohol consumption or substance use (12%), and worsening chronic conditions (12%), due to worry and stress over the coronavirus.
These have been worsened by the enforcement of the containment measures, including restriction of movements and self-isolation procedures, which led to increasingly negative and poor mental health outcomes. For many, this has been compounded by job loss and loss of income. In the US, more than half of young adults (ages 18–24) captured by the KFF study reported symptoms of anxiety and/or depressive disorder (56%). While the majority of these had suicidal thoughts (26% vs. 11%) during the pandemic, there were further concerns around poor mental health and well-being for children and their parents, particularly mothers, as many experienced challenges with school closures and lack of childcare. Panchal, Kamal, Orgera, Cox, Garfield, Hamel, and Chidambaram [21] claimed that women with children are more likely to report symptoms of anxiety and/or depressive disorder than men with children (49% vs. 40%).
Panchal et al. [21] further reported that Non-Hispanic Black adults (48%) and Hispanic or Latino adults (46%) are more likely to report symptoms of anxiety and/or depressive disorder than Non-Hispanic White adults (41%) resulting from the pandemic in the US. They also reported that some of the mental health-related challenges experienced by many essential workers include a greater risk of contracting the coronavirus, symptoms of anxiety or depressive disorder (42% vs. 30%), starting or increasing substance use (25% vs. 11%), and suicidal thoughts (22% vs. 8%) than other workers during the pandemic compared to nonessential workers.
MHA [22] posited that the social consequences of the pandemic, rather than the threats of sickness or death, are the major causes of stress among persons using the screening tools. Factors identified as the major cause of depression and anxiety (73%), past trauma (46%), or relationship problems (44%) were loneliness and isolation among girls/women between 11 to 25 years of age.
In the UK, a British Medical Association survey conducted during the pandemic showed that 45% of UK doctors suffered depression, anxiety, stress, burnout, or other mental health conditions relating to, or made worse by, the COVID-19 crisis [23].
In India, the socio-economic and mental health of marginalized communities were disproportionately impacted by the pandemic [24]. Balaji and Patel [25] observed mental health difficulties among women, children, young people, sexual minorities, and people with pre-existing mental health conditions and substance use disorders. In spite of this information, Duggal et al. [26] claimed that there exists a lack of empirical data on the mental health impact of the pandemic on marginalized communities and their needs in India. In a meta-analysis of 31 studies conducted in China, Deng et al. [27] reported that the prevalence of depression among persons diagnosed with COVID-19 was 45%, anxiety was 47%, and sleep disturbances were 34%. Also, the Chinese, Singaporean and Australian governments have identified the psychological side effects of COVID-19 and the long-term impacts of isolation which could cause more harm than the pandemic itself [28, 29, 30].
Zeroing in on the African States, the experience of the disease, breakdown of social support, loss of loved ones, and stigmatization could trigger short-term mental health problems among affected persons and their families, while factors such as economic losses (job and income losses) can potentially trigger long-term mental health problems. Some of the COVID-19-related fears, worries, and anxieties may be borne out of lack of knowledge, rumors, and misinformation, while its associated mental health care has become one of the most neglected areas of health. Frissa and Dessalegn [31] predicted that the impact on mental health will be immense in sub-Saharan Africa due to their weak health care systems. They also hinted that patients with COVID-19 and other illnesses along with significant persons around them consistently experienced post-traumatic stress disorders, anxiety, depression, and insomnia. They further reported that the uptake of mental health care services is generally low in the region while individuals in some communities rely solely on social resources. This was further compounded by poor digital literacy, low smartphone penetration, limited internet connection, and weak expertise in online mental health service delivery even among clinicians and psychotherapists. While the majority of those who need mental health care do not have access to services, receive little or no treatment at all.
The COVID-19-related mental health treatment gap is thus higher in African nations. Consequently, the need to protect individual socio-cultural coping and resilience mechanisms is very critical in the continent, most especially the sub-Saharan African region.
The MTL status of some of the African states shows that:
Consequently, the pandemic has heightened individual vulnerability to financial insecurity, unemployment, and fear, which have been identified as risk factors for poor mental health among Nigerians [2]. The pandemic amplified existing vulnerabilities, inequalities, societal divides, fragility, instability, and threats to social cohesion and peace processes [38]. Currently, a lot of Nigerians are facing psychological distress that can lead to burnout, depression, anxiety disorders, sleep disorders, and other illnesses due to the absence of protective factors, such as employment, educational engagement, physical exercise, and access to health services during the lockdown [38].
In spite of the fact that mental health challenges are huge across the nation, Nigeria has no clearly defined mental health-related allocated budget. The allocation for health in the entire 2016 National Budget was only 3.65% out of which about 3.3% was barely earmarked for mental health and more than 90% of this amount went to institution-based services provided through eight stand-alone mental hospitals [39].
Another major challenge is the lack of a social welfare package for addressing the mental health needs of the socially marginalized and neglected groups in Nigeria, most especially women, children, the elderly, the homeless, and the very poor. These groups of people are vulnerable to different risk factors associated with mental disorders and also exhibit poor health help-seeking behavior [39]. More than 70% of these categories of patients with mental health problems/disorders in Nigeria seek unorthodox interventions before orthodox care [39].
Vulnerability to the negative psychological impact of the current pandemic varies among different populations across the continent. In post-apartheid South Africa, for instance, even though mental health services have been decentralized and integrated into primary health care, there still remain service gaps within and between provinces, especially in the rural areas [47] According to Jaguga and Kwobah [48], even though preventive and medical actions are critical to the containment of the pandemic, emergency psychological crisis interventions (EPCI) are required for the mitigations of the mental health consequences of the pandemic among affected populations by and other vulnerable groups such as pediatric patients, pregnant women, mothers, older people, PLWDs, other marginalized groups with suspected or confirmed cases and frontline workers. The direct EPCI may be utilized for COVID-19 patients, while the indirect EPCI is employed for their relatives, caregivers, and health care professionals. Forms of Emergency Psychological Crisis Interventions (EPCI) could entail both digital and preventive virtual mental health services aimed at addressing scale and limiting the exposure of patients to COVID-19 at health facilities. Psychological counseling, digital mental health education, and communication materials may be delivered for those in need and shared through Facebook, Twitter, Whatsapp, and other commonly used social media platforms.
There is also the need to proactively identify high-risk groups early on and provide them with targeted interventions. This may be done through research and deployment of artificial intelligence to proactively identify posts on social media from people who are in crisis and likely to commit suicide. Such vulnerable persons may be reached through different types of virtual psychotherapeutic mechanisms, including video-conferencing, the conduct of cognitive-behavioral and mindfulness-based smartphone therapies, and chess-edutainment [49, 50]. Most African nations, especially Nigeria, Ghana, South Africa, and Kenya, already have a telecommunications density exceeding 100%, which serves as a veritable tool for the implementation of mobile psycho-therapeutic care and services. Existing digital psycho-therapeutic clinical care across Africa include Wazi in Kenya, PsyndUp in Nigeria, MindIT in Ghana, and the MEGA project in South Africa and Zambia. There could also be the provision of several mental health hotlines and online therapy services for COVID-19 pandemic emotionally distressed people.
The following vulnerable groups within the larger population in all African nations are particularly needing EPCI and support:
To mitigate the mental health consequences of COVID-19 in Cameroon among these vulnerable groups, including those living in the hard to reach rural communities, the government (Cameroon’s Ministry of Public Health) in collaboration with WHO and the Red Cross initiated the following strategic actions:
An assessment of the psychological care during the COVID-19 response.
Provision of remote medical and psychological support to vulnerable communities, including older people and those with comorbidities: This was provided in partnership with the German Agency for International Cooperation and iDocta Africa
The UN Population Fund and Uni-Psy et Bien-Être have also set up psychological support for pregnant and breastfeeding women including their families, as well as caregivers.
Engagement of key stakeholders in the reduction of the mental health impact of COVID-19 among different populations
The strategies adopted in Uganda include:
The psychosocial counseling principles for understanding and addressing the mental health needs of individuals who are awaiting results of COVID-19 tests confirmed COVID-19 individuals, health care workers working in COVID isolation hospitals and their family members from a nonjudgmental and empathic attitude include:
Psychotherapeutic approaches that could be deployed for COVID-19 affected persons are approaches in response to disasters, including psychological debriefing, psychological first aid, cognitive-behavioral approaches, crisis intervention, screening and triage models, problem-solving interventions, rumor control, and conflict mitigation [55].
Clinical, counseling, psychotherapeutic and rehabilitation options for special and vulnerable populations, such as pediatric patients, pregnant women, mothers, older people, PLWDs, and other marginalized groups with suspected or confirmed cases, as well as reporting and grief counseling of COVID-19-related death. However, there is also no known coordinated and multidisciplinary continuum of clinical, counseling, and psychotherapy COVID-19 care pathways for symptomatic and asymptomatic patients and their families in the African States. Hence, there was a need for this study that attempts to run a scoping analysis of existing literature on the psychosocial and health implications of COVID-19 Comorbidity-Related Complications for vulnerable persons in developing societies.
The short- and long-term mental health implications of the COVID-19 pandemic are far-reaching for clinicians and the significant persons or survivors, especially among those at risk of new or exacerbated psychological illness and those facing barriers to accessing care.
Although the global community is in the vaccination phase against COVID-19, however, many people are refusing to be vaccinated due to fear or uncertainty, and the need for vaccinated people to continue taking existing precautions to mitigate the outbreak. Thereby compounding the psychological and mental health distress of the pandemic. It may also result in an increase in alcohol consumption, drug dependency and abuse, deaths due to suicide, and despair. It is, therefore, important for policymakers to continue to discuss further actions to alleviate the burdens of the COVID-19 pandemic.
Globally, the mental health status of vulnerable persons and clinicians has become more acute during the COVID-19 pandemic, while the targets for effective leadership and governance for mental health, provision of mental health services in community-based settings, mental health promotion and prevention, and strengthening of information systems, are far from being attained.
The following are recommendations on organizational measures, policies, and systemic changes needed to address the challenges of prevention, treatment, and education of Africans going forwards on their mental health:
Preventive and treatment interventions for mental health symptoms;
Arts-based and Life-skills Therapeutic Interventions and Recreational activities, such as outdoor exercises.
Need for the prevention of mental disorders and prioritization of mental health as a public health concern;
Need for the attainment of universal access to mental care;
Increase in mental health funding through direct budgetary allocation and integration of mental health into primary care;
There is an increasing need to accelerate the scale-up of investment in mental health and to scale up the quality of mental health services that are aligned with COVID-19 pandemic-related needs.
African nations need a documented mental health policy to tackle the menace in the country noting that the prevalence is one in four individuals. The policy should be formulated to cover a long period of about 5–10 years. It should be an initiative of the government and, the higher the level of government involvement, the higher its chances of success. The policy document will provide a framework and also give priority to the treatment. It will help to develop mental health services in a coordinated and systematic manner. It will help to identify key stakeholders and allow different stakeholders to reach an agreement. People with mental health disorders need equity and should not be discriminated against on the basis of their mental illnesses.
Mental health services should be integrated into other health care services at all levels instead of stand-alone facilities.
There is an urgent need for local governments to invest more in Primary Healthcare Centres (PHCs) as the entry point of other health care systems.
There is also the need to fund young psychiatry practitioners’ interest in research geared toward the development and advancement of mental health delivery in Nigeria.
The study acknowledges the contributions of the Centre for Gender, Health, and Social Rehabilitation, Ile-Ife, Nigeria for providing the needed facilities for the conduct of this research within its existing resources. However, the researchers obtained no funding support from any organization or institutions in the implementation of this study.
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All published Book Chapters are licensed under a Creative Commons Attribution 3.0 Unported License. Monographs are licensed under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license granted to all others. Our Copyright Policy aims to guarantee that original material is published while at the same time giving significant freedom to our Authors. IntechOpen upholds a flexible Copyright Policy meaning that there is no copyright transfer to the publisher and Authors hold exclusive copyright to their work.
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He has both an MS and Ph.D. in Biomedical Engineering. He was previously a research scientist at the University of California Los Angeles (UCLA) and visiting professor and researcher at the University of North Dakota. He is currently working in artificial intelligence and its applications in medical signal processing. In addition, he is using digital signal processing in medical imaging and speech processing. Dr. Asadpour has developed brain-computer interfacing algorithms and has published books, book chapters, and several journal and conference papers in this field and other areas of intelligent signal processing. 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He has been listed among the top 2% of scientists in the world for the last three consecutive years, 2019 to 2021 as per studies conducted by the Stanford University, USA.",institutionString:"Praxis Business School",institution:null},{id:"320071",title:"Dr.",name:"Sidra",middleName:null,surname:"Mehtab",slug:"sidra-mehtab",fullName:"Sidra Mehtab",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00002v6KHoQAM/Profile_Picture_1584512086360",biography:"Sidra Mehtab has completed her BS with honors in Physics from Calcutta University, India in 2018. She has done MS in Data Science and Analytics from Maulana Abul Kalam Azad University of Technology (MAKAUT), Kolkata, India in 2020. Her research areas include Econometrics, Time Series Analysis, Machine Learning, Deep Learning, Artificial Intelligence, and Computer and Network Security with a particular focus on Cyber Security Analytics. Ms. Mehtab has published seven papers in international conferences and one of her papers has been accepted for publication in a reputable international journal. She has won the best paper awards in two prestigious international conferences – BAICONF 2019, and ICADCML 2021, organized in the Indian Institute of Management, Bangalore, India in December 2019, and SOA University, Bhubaneswar, India in January 2021. Besides, Ms. Mehtab has also published two book chapters in two books. Seven of her book chapters will be published in a volume shortly in 2021 by Cambridge Scholars’ Press, UK. Currently, she is working as the joint editor of two edited volumes on Time Series Analysis and Forecasting to be published in the first half of 2021 by an international house. Currently, she is working as a Data Scientist with an MNC in Delhi, India.",institutionString:"NSHM College of Management and Technology",institution:null},{id:"226240",title:"Dr.",name:"Andri Irfan",middleName:null,surname:"Rifai",slug:"andri-irfan-rifai",fullName:"Andri Irfan Rifai",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/226240/images/7412_n.jpg",biography:"Andri IRFAN is a Senior Lecturer of Civil Engineering and Planning. He completed the PhD at the Universitas Indonesia & Universidade do Minho with Sandwich Program Scholarship from the Directorate General of Higher Education and LPDP scholarship. He has been teaching for more than 19 years and much active to applied his knowledge in the project construction in Indonesia. His research interest ranges from pavement management system to advanced data mining techniques for transportation engineering. 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Working with large volumes of data has given him a good command of big data processing tools and NoSQL databases. He has also been a visiting scholar at the Knowledge Engineering and Discovery Research Institute, Auckland University of Technology.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"314575",title:"Dr.",name:"Jesus",middleName:null,surname:"L. Lobo",slug:"jesus-l.-lobo",fullName:"Jesus L. Lobo",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314575/images/system/314575.png",biography:"Dr. Jesús López is currently based in Bilbao (Spain) working at TECNALIA as Artificial Intelligence Research Scientist. In most cases, a project idea or a new research line needs to be investigated to see if it is good enough to take into production or to focus on it. That is exactly what he does, diving into Machine Learning algorithms and technologies to help TECNALIA to decide whether something is great in theory or will actually impact on the product or processes of its projects. So, he is expert at framing experiments, developing hypotheses, and proving whether they’re true or not, in order to investigate fundamental problems with a longer time horizon. He is also able to design and develop PoCs and system prototypes in simulation. He has participated in several national and internacional R&D projects.\n\nAs another relevant part of his everyday research work, he usually publishes his findings in reputed scientific refereed journals and international conferences, occasionally acting as reviewer and Programme Commitee member. Concretely, since 2018 he has published 9 JCR (8 Q1) journal papers, 9 conference papers (e.g. ECML PKDD 2021), and he has co-edited a book. He is also active in popular science writing data science stories for reputed blogs (KDNuggets, TowardsDataScience, Naukas). Besides, he has recently embarked on mentoring programmes as mentor, and has also worked as data science trainer.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"103779",title:"Prof.",name:"Yalcin",middleName:null,surname:"Isler",slug:"yalcin-isler",fullName:"Yalcin Isler",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRyQ8QAK/Profile_Picture_1628834958734",biography:"Yalcin Isler (1971 - Burdur / Turkey) received the B.Sc. degree in the Department of Electrical and Electronics Engineering from Anadolu University, Eskisehir, Turkey, in 1993, the M.Sc. degree from the Department of Electronics and Communication Engineering, Suleyman Demirel University, Isparta, Turkey, in 1996, the Ph.D. degree from the Department of Electrical and Electronics Engineering, Dokuz Eylul University, Izmir, Turkey, in 2009, and the Competence of Associate Professorship from the Turkish Interuniversity Council in 2019.\n\nHe was Lecturer at Burdur Vocational School in Suleyman Demirel University (1993-2000, Burdur / Turkey), Software Engineer (2000-2002, Izmir / Turkey), Research Assistant in Bulent Ecevit University (2002-2003, Zonguldak / Turkey), Research Assistant in Dokuz Eylul University (2003-2010, Izmir / Turkey), Assistant Professor at the Department of Electrical and Electronics Engineering in Bulent Ecevit University (2010-2012, Zonguldak / Turkey), Assistant Professor at the Department of Biomedical Engineering in Izmir Katip Celebi University (2012-2019, Izmir / Turkey). He is an Associate Professor at the Department of Biomedical Engineering at Izmir Katip Celebi University, Izmir / Turkey, since 2019. In addition to academics, he has also founded Islerya Medical and Information Technologies Company, Izmir / Turkey, since 2017.\n\nHis main research interests cover biomedical signal processing, pattern recognition, medical device design, programming, and embedded systems. He has many scientific papers and participated in several projects in these study fields. He was an IEEE Student Member (2009-2011) and IEEE Member (2011-2014) and has been IEEE Senior Member since 2014.",institutionString:null,institution:{name:"Izmir Kâtip Çelebi University",country:{name:"Turkey"}}},{id:"339677",title:"Dr.",name:"Mrinmoy",middleName:null,surname:"Roy",slug:"mrinmoy-roy",fullName:"Mrinmoy Roy",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/339677/images/16768_n.jpg",biography:"An accomplished Sales & Marketing professional with 12 years of cross-functional experience in well-known organisations such as CIPLA, LUPIN, GLENMARK, ASTRAZENECA across different segment of Sales & Marketing, International Business, Institutional Business, Product Management, Strategic Marketing of HIV, Oncology, Derma, Respiratory, Anti-Diabetic, Nutraceutical & Stomatological Product Portfolio and Generic as well as Chronic Critical Care Portfolio. A First Class MBA in International Business & Strategic Marketing, B.Pharm, D.Pharm, Google Certified Digital Marketing Professional. Qualified PhD Candidate in Operations and Management with special focus on Artificial Intelligence and Machine Learning adoption, analysis and use in Healthcare, Hospital & Pharma Domain. Seasoned with diverse therapy area of Pharmaceutical Sales & Marketing ranging from generating revenue through generating prescriptions, launching new products, and making them big brands with continuous strategy execution at the Physician and Patients level. Moved from Sales to Marketing and Business Development for 3.5 years in South East Asian Market operating from Manila, Philippines. Came back to India and handled and developed Brands such as Gluconorm, Lupisulin, Supracal, Absolut Woman, Hemozink, Fabiflu (For COVID 19), and many more. In my previous assignment I used to develop and execute strategies on Sales & Marketing, Commercialization & Business Development for Institution and Corporate Hospital Business portfolio of Oncology Therapy Area for AstraZeneca Pharma India Ltd. Being a Research Scholar and Student of ‘Operations Research & Management: Artificial Intelligence’ I published several pioneer research papers and book chapters on the same in Internationally reputed journals and Books indexed in Scopus, Springer and Ei Compendex, Google Scholar etc. Currently, I am launching PGDM Pharmaceutical Management Program in IIHMR Bangalore and spearheading the course curriculum and structure of the same. I am interested in Collaboration for Healthcare Innovation, Pharma AI Innovation, Future trend in Marketing and Management with incubation on Healthcare, Healthcare IT startups, AI-ML Modelling and Healthcare Algorithm based training module development. I am also an affiliated member of the Institute of Management Consultant of India, looking forward to Healthcare, Healthcare IT and Innovation, Pharma and Hospital Management Consulting works.",institutionString:null,institution:{name:"Lovely Professional University",country:{name:"India"}}},{id:"310576",title:"Prof.",name:"Erick Giovani",middleName:null,surname:"Sperandio Nascimento",slug:"erick-giovani-sperandio-nascimento",fullName:"Erick Giovani Sperandio Nascimento",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0033Y00002pDKxDQAW/ProfilePicture%202022-06-20%2019%3A57%3A24.788",biography:"Prof. Erick Sperandio is the Lead Researcher and professor of Artificial Intelligence (AI) at SENAI CIMATEC, Bahia, Brazil, also working with Computational Modeling (CM) and HPC. He holds a PhD in Environmental Engineering in the area of Atmospheric Computational Modeling, a Master in Informatics in the field of Computational Intelligence and Graduated in Computer Science from UFES. He currently coordinates, leads and participates in R&D projects in the areas of AI, computational modeling and supercomputing applied to different areas such as Oil and Gas, Health, Advanced Manufacturing, Renewable Energies and Atmospheric Sciences, advising undergraduate, master's and doctoral students. He is the Lead Researcher at SENAI CIMATEC's Reference Center on Artificial Intelligence. In addition, he is a Certified Instructor and University Ambassador of the NVIDIA Deep Learning Institute (DLI) in the areas of Deep Learning, Computer Vision, Natural Language Processing and Recommender Systems, and Principal Investigator of the NVIDIA/CIMATEC AI Joint Lab, the first in Latin America within the NVIDIA AI Technology Center (NVAITC) worldwide program. He also works as a researcher at the Supercomputing Center for Industrial Innovation (CS2i) and at the SENAI Institute of Innovation for Automation (ISI Automação), both from SENAI CIMATEC. He is a member and vice-coordinator of the Basic Board of Scientific-Technological Advice and Evaluation, in the area of Innovation, of the Foundation for Research Support of the State of Bahia (FAPESB). He serves as Technology Transfer Coordinator and one of the Principal Investigators at the National Applied Research Center in Artificial Intelligence (CPA-IA) of SENAI CIMATEC, focusing on Industry, being one of the six CPA-IA in Brazil approved by MCTI / FAPESP / CGI.br. He also participates as one of the representatives of Brazil in the BRICS Innovation Collaboration Working Group on HPC, ICT and AI. He is the coordinator of the Work Group of the Axis 5 - Workforce and Training - of the Brazilian Strategy for Artificial Intelligence (EBIA), and member of the MCTI/EMBRAPII AI Innovation Network Training Committee. He is the coordinator, by SENAI CIMATEC, of the Artificial Intelligence Reference Network of the State of Bahia (REDE BAH.IA). He leads the working group of experts representing Brazil in the Global Partnership on Artificial Intelligence (GPAI), on the theme \"AI and the Pandemic Response\".",institutionString:"Manufacturing and Technology Integrated Campus – SENAI CIMATEC",institution:null},{id:"1063",title:"Prof.",name:"Constantin",middleName:null,surname:"Volosencu",slug:"constantin-volosencu",fullName:"Constantin Volosencu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/1063/images/system/1063.png",biography:"Prof. Dr. Constantin Voloşencu graduated as an engineer from\nPolitehnica University of Timișoara, Romania, where he also\nobtained a doctorate degree. He is currently a full professor in\nthe Department of Automation and Applied Informatics at the\nsame university. Dr. Voloşencu is the author of ten books, seven\nbook chapters, and more than 160 papers published in journals\nand conference proceedings. He has also edited twelve books and\nhas twenty-seven patents to his name. He is a manager of research grants, editor in\nchief and member of international journal editorial boards, a former plenary speaker, a member of scientific committees, and chair at international conferences. His\nresearch is in the fields of control systems, control of electric drives, fuzzy control\nsystems, neural network applications, fault detection and diagnosis, sensor network\napplications, monitoring of distributed parameter systems, and power ultrasound\napplications. He has developed automation equipment for machine tools, spooling\nmachines, high-power ultrasound processes, and more.",institutionString:"Polytechnic University of Timişoara",institution:{name:"Polytechnic University of Timişoara",country:{name:"Romania"}}},{id:"221364",title:"Dr.",name:"Eneko",middleName:null,surname:"Osaba",slug:"eneko-osaba",fullName:"Eneko Osaba",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/221364/images/system/221364.jpg",biography:"Dr. Eneko Osaba works at TECNALIA as a senior researcher. He obtained his Ph.D. in Artificial Intelligence in 2015. He has participated in more than twenty-five local and European research projects, and in the publication of more than 130 papers. He has performed several stays at universities in the United Kingdom, Italy, and Malta. Dr. Osaba has served as a program committee member in more than forty international conferences and participated in organizing activities in more than ten international conferences. He is a member of the editorial board of the International Journal of Artificial Intelligence, Data in Brief, and Journal of Advanced Transportation. He is also a guest editor for the Journal of Computational Science, Neurocomputing, Swarm, and Evolutionary Computation and IEEE ITS Magazine.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"275829",title:"Dr.",name:"Esther",middleName:null,surname:"Villar-Rodriguez",slug:"esther-villar-rodriguez",fullName:"Esther Villar-Rodriguez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/275829/images/system/275829.jpg",biography:"Dr. Esther Villar obtained a Ph.D. in Information and Communication Technologies from the University of Alcalá, Spain, in 2015. She obtained a degree in Computer Science from the University of Deusto, Spain, in 2010, and an MSc in Computer Languages and Systems from the National University of Distance Education, Spain, in 2012. Her areas of interest and knowledge include natural language processing (NLP), detection of impersonation in social networks, semantic web, and machine learning. Dr. Esther Villar made several contributions at conferences and publishing in various journals in those fields. Currently, she is working within the OPTIMA (Optimization Modeling & Analytics) business of TECNALIA’s ICT Division as a data scientist in projects related to the prediction and optimization of management and industrial processes (resource planning, energy efficiency, etc).",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"49813",title:"Dr.",name:"Javier",middleName:null,surname:"Del Ser",slug:"javier-del-ser",fullName:"Javier Del Ser",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49813/images/system/49813.png",biography:"Prof. Dr. Javier Del Ser received his first PhD in Telecommunication Engineering (Cum Laude) from the University of Navarra, Spain, in 2006, and a second PhD in Computational Intelligence (Summa Cum Laude) from the University of Alcala, Spain, in 2013. He is currently a principal researcher in data analytics and optimisation at TECNALIA (Spain), a visiting fellow at the Basque Center for Applied Mathematics (BCAM) and a part-time lecturer at the University of the Basque Country (UPV/EHU). His research interests gravitate on the use of descriptive, prescriptive and predictive algorithms for data mining and optimization in a diverse range of application fields such as Energy, Transport, Telecommunications, Health and Industry, among others. In these fields he has published more than 240 articles, co-supervised 8 Ph.D. theses, edited 6 books, coauthored 7 patents and participated/led more than 40 research projects. He is a Senior Member of the IEEE, and a recipient of the Biscay Talent prize for his academic career.",institutionString:"Tecnalia Research & Innovation",institution:null},{id:"278948",title:"Dr.",name:"Carlos Pedro",middleName:null,surname:"Gonçalves",slug:"carlos-pedro-goncalves",fullName:"Carlos Pedro Gonçalves",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRcmyQAC/Profile_Picture_1564224512145",biography:'Carlos Pedro Gonçalves (PhD) is an Associate Professor at Lusophone University of Humanities and Technologies and a researcher on Complexity Sciences, Quantum Technologies, Artificial Intelligence, Strategic Studies, Studies in Intelligence and Security, FinTech and Financial Risk Modeling. He is also a progammer with programming experience in:\n\nA) Quantum Computing using Qiskit Python module and IBM Quantum Experience Platform, with software developed on the simulation of Quantum Artificial Neural Networks and Quantum Cybersecurity;\n\nB) Artificial Intelligence and Machine learning programming in Python;\n\nC) Artificial Intelligence, Multiagent Systems Modeling and System Dynamics Modeling in Netlogo, with models developed in the areas of Chaos Theory, Econophysics, Artificial Intelligence, Classical and Quantum Complex Systems Science, with the Econophysics models having been cited worldwide and incorporated in PhD programs by different Universities.\n\nReceived an Arctic Code Vault Contributor status by GitHub, due to having developed open source software preserved in the \\"Arctic Code Vault\\" for future generations (https://archiveprogram.github.com/arctic-vault/), with the Strategy Analyzer A.I. module for decision making support (based on his PhD thesis, used in his Classes on Decision Making and in Strategic Intelligence Consulting Activities) and QNeural Python Quantum Neural Network simulator also preserved in the \\"Arctic Code Vault\\", for access to these software modules see: https://github.com/cpgoncalves. He is also a peer reviewer with outsanding review status from Elsevier journals, including Physica A, Neurocomputing and Engineering Applications of Artificial Intelligence. Science CV available at: https://www.cienciavitae.pt//pt/8E1C-A8B3-78C5 and ORCID: https://orcid.org/0000-0002-0298-3974',institutionString:"University of Lisbon",institution:{name:"Universidade Lusófona",country:{name:"Portugal"}}},{id:"241400",title:"Prof.",name:"Mohammed",middleName:null,surname:"Bsiss",slug:"mohammed-bsiss",fullName:"Mohammed Bsiss",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/241400/images/8062_n.jpg",biography:null,institutionString:null,institution:null},{id:"276128",title:"Dr.",name:"Hira",middleName:null,surname:"Fatima",slug:"hira-fatima",fullName:"Hira Fatima",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/276128/images/14420_n.jpg",biography:"Dr. Hira Fatima\nAssistant Professor\nDepartment of Mathematics\nInstitute of Applied Science\nMangalayatan University, Aligarh\nMobile: no : 8532041179\nhirafatima2014@gmal.com\n\nDr. Hira Fatima has received his Ph.D. degree in pure Mathematics from Aligarh Muslim University, Aligarh India. Currently working as an Assistant Professor in the Department of Mathematics, Institute of Applied Science, Mangalayatan University, Aligarh. She taught so many courses of Mathematics of UG and PG level. Her research Area of Expertise is Functional Analysis & Sequence Spaces. She has been working on Ideal Convergence of double sequence. She has published 17 research papers in National and International Journals including Cogent Mathematics, Filomat, Journal of Intelligent and Fuzzy Systems, Advances in Difference Equations, Journal of Mathematical Analysis, Journal of Mathematical & Computer Science etc. She has also reviewed few research papers for the and international journals. She is a member of Indian Mathematical Society.",institutionString:null,institution:null},{id:"414880",title:"Dr.",name:"Maryam",middleName:null,surname:"Vatankhah",slug:"maryam-vatankhah",fullName:"Maryam Vatankhah",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Borough of Manhattan Community College",country:{name:"United States of America"}}},{id:"414879",title:"Prof.",name:"Mohammad-Reza",middleName:null,surname:"Akbarzadeh-Totonchi",slug:"mohammad-reza-akbarzadeh-totonchi",fullName:"Mohammad-Reza Akbarzadeh-Totonchi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Ferdowsi University of Mashhad",country:{name:"Iran"}}},{id:"414878",title:"Prof.",name:"Reza",middleName:null,surname:"Fazel-Rezai",slug:"reza-fazel-rezai",fullName:"Reza Fazel-Rezai",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"American Public University System",country:{name:"United States of America"}}},{id:"302698",title:"Dr.",name:"Yao",middleName:null,surname:"Shan",slug:"yao-shan",fullName:"Yao Shan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Dalian University of Technology",country:{name:"China"}}},{id:"125911",title:"Prof.",name:"Jia-Ching",middleName:null,surname:"Wang",slug:"jia-ching-wang",fullName:"Jia-Ching Wang",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"National Central University",country:{name:"Taiwan"}}},{id:"357085",title:"Mr.",name:"P. Mohan",middleName:null,surname:"Anand",slug:"p.-mohan-anand",fullName:"P. Mohan Anand",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"356696",title:"Ph.D. Student",name:"P.V.",middleName:null,surname:"Sai Charan",slug:"p.v.-sai-charan",fullName:"P.V. Sai Charan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"357086",title:"Prof.",name:"Sandeep K.",middleName:null,surname:"Shukla",slug:"sandeep-k.-shukla",fullName:"Sandeep K. Shukla",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"356823",title:"MSc.",name:"Seonghee",middleName:null,surname:"Min",slug:"seonghee-min",fullName:"Seonghee Min",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Daegu University",country:{name:"Korea, South"}}},{id:"353307",title:"Prof.",name:"Yoosoo",middleName:null,surname:"Oh",slug:"yoosoo-oh",fullName:"Yoosoo Oh",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:"Yoosoo Oh received his Bachelor's degree in the Department of Electronics and Engineering from Kyungpook National University in 2002. He obtained his Master’s degree in the Department of Information and Communications from Gwangju Institute of Science and Technology (GIST) in 2003. In 2010, he received his Ph.D. degree in the School of Information and Mechatronics from GIST. In the meantime, he was an executed team leader at Culture Technology Institute, GIST, 2010-2012. In 2011, he worked at Lancaster University, the UK as a visiting scholar. In September 2012, he joined Daegu University, where he is currently an associate professor in the School of ICT Conver, Daegu University. Also, he served as the Board of Directors of KSIIS since 2019, and HCI Korea since 2016. From 2017~2019, he worked as a center director of the Mixed Reality Convergence Research Center at Daegu University. From 2015-2017, He worked as a director in the Enterprise Supporting Office of LINC Project Group, Daegu University. His research interests include Activity Fusion & Reasoning, Machine Learning, Context-aware Middleware, Human-Computer Interaction, etc.",institutionString:null,institution:{name:"Daegu Gyeongbuk Institute of Science and Technology",country:{name:"Korea, South"}}},{id:"262719",title:"Dr.",name:"Esma",middleName:null,surname:"Ergüner Özkoç",slug:"esma-erguner-ozkoc",fullName:"Esma Ergüner Özkoç",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Başkent University",country:{name:"Turkey"}}},{id:"346530",title:"Dr.",name:"Ibrahim",middleName:null,surname:"Kaya",slug:"ibrahim-kaya",fullName:"Ibrahim Kaya",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Izmir Kâtip Çelebi University",country:{name:"Turkey"}}},{id:"419199",title:"Dr.",name:"Qun",middleName:null,surname:"Yang",slug:"qun-yang",fullName:"Qun Yang",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Auckland",country:{name:"New Zealand"}}}]}},subseries:{item:{id:"38",type:"subseries",title:"Pollution",keywords:"Human activity, Pollutants, Reduced risks, Population growth, Waste disposal, Remediation, Clean environment",scope:"\r\n\tPollution is caused by a wide variety of human activities and occurs in diverse forms, for example biological, chemical, et cetera. In recent years, significant efforts have been made to ensure that the environment is clean, that rigorous rules are implemented, and old laws are updated to reduce the risks towards humans and ecosystems. However, rapid industrialization and the need for more cultivable sources or habitable lands, for an increasing population, as well as fewer alternatives for waste disposal, make the pollution control tasks more challenging. Therefore, this topic will focus on assessing and managing environmental pollution. It will cover various subjects, including risk assessment due to the pollution of ecosystems, transport and fate of pollutants, restoration or remediation of polluted matrices, and efforts towards sustainable solutions to minimize environmental pollution.
",coverUrl:"https://cdn.intechopen.com/series_topics/covers/38.jpg",hasOnlineFirst:!1,hasPublishedBooks:!0,annualVolume:11966,editor:{id:"110740",title:"Dr.",name:"Ismail M.M.",middleName:null,surname:"Rahman",slug:"ismail-m.m.-rahman",fullName:"Ismail M.M. Rahman",profilePictureURL:"https://mts.intechopen.com/storage/users/110740/images/2319_n.jpg",biography:"Ismail Md. Mofizur Rahman (Ismail M. M. Rahman) assumed his current responsibilities as an Associate Professor at the Institute of Environmental Radioactivity, Fukushima University, Japan, in Oct 2015. He also has an honorary appointment to serve as a Collaborative Professor at Kanazawa University, Japan, from Mar 2015 to the present. \nFormerly, Dr. Rahman was a faculty member of the University of Chittagong, Bangladesh, affiliated with the Department of Chemistry (Oct 2002 to Mar 2012) and the Department of Applied Chemistry and Chemical Engineering (Mar 2012 to Sep 2015). Dr. Rahman was also adjunctly attached with Kanazawa University, Japan (Visiting Research Professor, Dec 2014 to Mar 2015; JSPS Postdoctoral Research Fellow, Apr 2012 to Mar 2014), and Tokyo Institute of Technology, Japan (TokyoTech-UNESCO Research Fellow, Oct 2004–Sep 2005). \nHe received his Ph.D. degree in Environmental Analytical Chemistry from Kanazawa University, Japan (2011). He also achieved a Diploma in Environment from the Tokyo Institute of Technology, Japan (2005). Besides, he has an M.Sc. degree in Applied Chemistry and a B.Sc. degree in Chemistry, all from the University of Chittagong, Bangladesh. \nDr. Rahman’s research interest includes the study of the fate and behavior of environmental pollutants in the biosphere; design of low energy and low burden environmental improvement (remediation) technology; implementation of sustainable waste management practices for treatment, handling, reuse, and ultimate residual disposition of solid wastes; nature and type of interactions in organic liquid mixtures for process engineering design applications.",institutionString:null,institution:{name:"Fukushima University",institutionURL:null,country:{name:"Japan"}}},editorTwo:{id:"201020",title:"Dr.",name:"Zinnat Ara",middleName:null,surname:"Begum",slug:"zinnat-ara-begum",fullName:"Zinnat Ara Begum",profilePictureURL:"https://mts.intechopen.com/storage/users/201020/images/system/201020.jpeg",biography:"Zinnat A. Begum received her Ph.D. in Environmental Analytical Chemistry from Kanazawa University in 2012. She achieved her Master of Science (M.Sc.) degree with a major in Applied Chemistry and a Bachelor of Science (B.Sc.) in Chemistry, all from the University of Chittagong, Bangladesh. Her work affiliations include Fukushima University, Japan (Visiting Research Fellow, Institute of Environmental Radioactivity: Mar 2016 to present), Southern University Bangladesh (Assistant Professor, Department of Civil Engineering: Jan 2015 to present), and Kanazawa University, Japan (Postdoctoral Fellow, Institute of Science and Engineering: Oct 2012 to Mar 2014; Research fellow, Venture Business Laboratory, Advanced Science and Social Co-Creation Promotion Organization: Apr 2018 to Mar 2021). The research focus of Dr. Zinnat includes the effect of the relative stability of metal-chelator complexes in the environmental remediation process designs and the development of eco-friendly soil washing techniques using biodegradable chelators.",institutionString:null,institution:{name:"Fukushima University",institutionURL:null,country:{name:"Japan"}}},editorThree:null,series:{id:"25",title:"Environmental Sciences",doi:"10.5772/intechopen.100362",issn:"2754-6713"},editorialBoard:[{id:"252368",title:"Dr.",name:"Meng-Chuan",middleName:null,surname:"Ong",slug:"meng-chuan-ong",fullName:"Meng-Chuan Ong",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRVotQAG/Profile_Picture_2022-05-20T12:04:28.jpg",institutionString:null,institution:{name:"Universiti Malaysia Terengganu",institutionURL:null,country:{name:"Malaysia"}}},{id:"63465",title:"Prof.",name:"Mohamed Nageeb",middleName:null,surname:"Rashed",slug:"mohamed-nageeb-rashed",fullName:"Mohamed Nageeb Rashed",profilePictureURL:"https://mts.intechopen.com/storage/users/63465/images/system/63465.gif",institutionString:null,institution:{name:"Aswan University",institutionURL:null,country:{name:"Egypt"}}},{id:"187907",title:"Dr.",name:"Olga",middleName:null,surname:"Anne",slug:"olga-anne",fullName:"Olga Anne",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSBE5QAO/Profile_Picture_2022-04-07T09:42:13.png",institutionString:null,institution:{name:"Klaipeda State University of Applied Sciences",institutionURL:null,country:{name:"Lithuania"}}}]},onlineFirstChapters:{paginationCount:6,paginationItems:[{id:"82135",title:"Carotenoids in Cassava (Manihot esculenta Crantz)",doi:"10.5772/intechopen.105210",signatures:"Lovina I. 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