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Freitas R, Felipe S, Pacheco C, Faria E, Martins J, Fortes J, Silva D, Oliveira P, Ceccatto V. Loss of miRNA-Mediated VEGFA Regulation by SNP-Induced Impairment: A Bioinformatic Analysis in Diabetic Complications. Biomedicines 2025; 13:1192. [PMID: 40427019 DOI: 10.3390/biomedicines13051192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2025] [Revised: 05/06/2025] [Accepted: 05/08/2025] [Indexed: 05/29/2025] Open
Abstract
Background/Objectives: MicroRNAs (miRNAs) are molecules involved in biological regulation processes, including type 2 diabetes and its complications development. Single nucleotide polymorphisms (SNPs) can alter miRNA mechanisms, resulting in loss or gain effects. VEGFA is recognized for its role in angiogenesis. However, its overexpression can lead to deleterious effects, such as disorganized and inefficient vasculature. Under hyperglycemic conditions, VEGFA expression seems to increase, which may contribute to the development of microvascular and macrovascular diabetic complications. Several miRNAs are associated with VEGFA regulation and seem to act in the prevention of dysregulated expression. This study aimed to investigate SNPs in miRNA regions related to the loss effect in VEGFA regulation, examining their frequency and potential physiological effects in the development of diabetic complications. Methods: VEGFA-targeting miRNAs were identified using the R package multimiR, with validated and predicted results. Tissue expression analysis and SNP search were data-mined with Python 3 for miRNASNP-v3 SNP raw databases. Allele frequencies were obtained from dbSNP. The miRNA-mRNA interaction comparison was obtained in the miRmap tool through Python 3. MalaCards were used to infer physiological disease association. Results: The variant rs371699284 was selected in hsa-miR-654-3p among 103 potential VEGFA-targeting miRNAs. This selected SNP demonstrated promising results in bioinformatics predictions, tissue-specific expression, and population frequency, highlighting its potential role in miRNA regulation and the resulting loss in VEGFA-silencing efficiency. Conclusions: Our findings suggest that carriers of rs1238947970 may increase susceptibility to diabetic microvascular and macrovascular complications. Furthermore, in vitro and in silico studies are necessary to better understand these processes.
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Affiliation(s)
- Raquel Freitas
- Laboratory of Biochemistry and Molecular Biology of UECE-LABIEX, Superior Institute of Biomedical Science-ISCB, State University of Ceará-UECE, Silas Munguba Avenue, 1700, Fortaleza 60714-903, CE, Brazil
| | - Stela Felipe
- Laboratory of Biochemistry and Molecular Biology of UECE-LABIEX, Superior Institute of Biomedical Science-ISCB, State University of Ceará-UECE, Silas Munguba Avenue, 1700, Fortaleza 60714-903, CE, Brazil
| | - Christina Pacheco
- Departamento de Biologia Celular e Molecular, Federal University of Paraíba-UFPB, João Pessoa 58051-900, PB, Brazil
| | - Emmanuelle Faria
- Laboratory of Biochemistry and Molecular Biology of UECE-LABIEX, Superior Institute of Biomedical Science-ISCB, State University of Ceará-UECE, Silas Munguba Avenue, 1700, Fortaleza 60714-903, CE, Brazil
| | - Jonathan Martins
- Laboratory of Biochemistry and Molecular Biology of UECE-LABIEX, Superior Institute of Biomedical Science-ISCB, State University of Ceará-UECE, Silas Munguba Avenue, 1700, Fortaleza 60714-903, CE, Brazil
| | - Jefferson Fortes
- Laboratory of Biochemistry and Molecular Biology of UECE-LABIEX, Superior Institute of Biomedical Science-ISCB, State University of Ceará-UECE, Silas Munguba Avenue, 1700, Fortaleza 60714-903, CE, Brazil
| | - Denner Silva
- Laboratory of Biochemistry and Molecular Biology of UECE-LABIEX, Superior Institute of Biomedical Science-ISCB, State University of Ceará-UECE, Silas Munguba Avenue, 1700, Fortaleza 60714-903, CE, Brazil
| | - Paulo Oliveira
- Laboratory of Biochemistry and Molecular Biology of UECE-LABIEX, Superior Institute of Biomedical Science-ISCB, State University of Ceará-UECE, Silas Munguba Avenue, 1700, Fortaleza 60714-903, CE, Brazil
| | - Vania Ceccatto
- Laboratory of Biochemistry and Molecular Biology of UECE-LABIEX, Superior Institute of Biomedical Science-ISCB, State University of Ceará-UECE, Silas Munguba Avenue, 1700, Fortaleza 60714-903, CE, Brazil
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2
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Lim SY, Tan AH, Ahmad-Annuar A, Okubadejo NU, Lohmann K, Morris HR, Toh TS, Tay YW, Lange LM, Bandres-Ciga S, Mata I, Foo JN, Sammler E, Ooi JCE, Noyce AJ, Bahr N, Luo W, Ojha R, Singleton AB, Blauwendraat C, Klein C. Uncovering the genetic basis of Parkinson's disease globally: from discoveries to the clinic. Lancet Neurol 2024; 23:1267-1280. [PMID: 39447588 DOI: 10.1016/s1474-4422(24)00378-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 08/29/2024] [Accepted: 09/04/2024] [Indexed: 10/26/2024]
Abstract
Knowledge on the genetic basis of Parkinson's disease has grown tremendously since the discovery of the first monogenic form, caused by a mutation in α-synuclein, and with the subsequent identification of multiple other causative genes and associated loci. Genetic studies provide insights into the phenotypic heterogeneity and global distribution of Parkinson's disease. By shedding light on the underlying biological mechanisms, genetics facilitates the identification of new biomarkers and therapeutic targets. Several clinical trials of genetics-informed therapies are ongoing or imminent. International programmes in populations who have been under-represented in Parkinson's disease genetics research are fostering collaboration and capacity-building, and have already generated novel findings. Many challenges remain for genetics research in these populations, but addressing them provides opportunities to obtain a more complete and equitable understanding of Parkinson's disease globally. These advances facilitate the integration of genetics into the clinic, to improve patient management and personalised medicine.
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Affiliation(s)
- Shen-Yang Lim
- Division of Neurology, Department of Medicine, and The Mah Pooi Soo & Tan Chin Nam Centre for Parkinson's & Related Disorders, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.
| | - Ai Huey Tan
- Division of Neurology, Department of Medicine, and The Mah Pooi Soo & Tan Chin Nam Centre for Parkinson's & Related Disorders, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Azlina Ahmad-Annuar
- Department of Biomedical Science, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Njideka Ulunma Okubadejo
- College of Medicine, University of Lagos and Lagos University Teaching Hospital, Idi Araba, Lagos State, Nigeria
| | - Katja Lohmann
- Institute of Neurogenetics, University of Luebeck, Luebeck, Germany
| | - Huw R Morris
- Department of Clinical and Movement Neurosciences, University College London, Institute of Neurology, London, UK
| | - Tzi Shin Toh
- Division of Neurology, Department of Medicine, and The Mah Pooi Soo & Tan Chin Nam Centre for Parkinson's & Related Disorders, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Yi Wen Tay
- Department of Biomedical Science, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Lara M Lange
- Institute of Neurogenetics, University of Luebeck, Luebeck, Germany; Department of Neurology, University of Luebeck and University Hospital Schleswig-Holstein, Luebeck, Germany
| | - Sara Bandres-Ciga
- Center for Alzheimer's and Related Dementias, National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA
| | - Ignacio Mata
- Lerner Research Institute, Genomic Medicine, Cleveland Clinic, Cleveland, OH, USA
| | - Jia Nee Foo
- Lee Kong Chian School of Medicine, Nanyang Technological University Singapore, Singapore; Laboratory of Neurogenetics, Genome Institute of Singapore, A*STAR, Singapore
| | - Esther Sammler
- Molecular and Clinical Medicine, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK; Medical Research Council Protein Phosphorylation and Ubiquitylation Unit, University of Dundee, Dundee, UK
| | - Joshua Chin Ern Ooi
- Department of Neurology, Queen Elizabeth Hospital, Kota Kinabalu, Sabah, Malaysia
| | - Alastair J Noyce
- Centre for Preventive Neurology, Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Natascha Bahr
- Institute of Neurogenetics, University of Luebeck, Luebeck, Germany; Department of Neurology, University of Luebeck and University Hospital Schleswig-Holstein, Luebeck, Germany
| | - Wei Luo
- Department of Neurology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, People's Republic of China
| | - Rajeev Ojha
- Department of Neurology, Tribhuvan University Teaching Hospital, Kathmandu, Nepal
| | - Andrew B Singleton
- Center for Alzheimer's and Related Dementias, National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA; Laboratory of Neurogenetics, National Institute on Aging, Bethesda, Maryland, USA
| | - Cornelis Blauwendraat
- Center for Alzheimer's and Related Dementias, National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA; Laboratory of Neurogenetics, National Institute on Aging, Bethesda, Maryland, USA
| | - Christine Klein
- Institute of Neurogenetics, University of Luebeck, Luebeck, Germany; Department of Neurology, University of Luebeck and University Hospital Schleswig-Holstein, Luebeck, Germany
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Khan SA, Anwar M, Gohar A, Roosan MR, Hoessli DC, Khatoon A, Shakeel M. Predisposing deleterious variants in the cancer-associated human kinases in the global populations. PLoS One 2024; 19:e0298747. [PMID: 38635549 PMCID: PMC11025791 DOI: 10.1371/journal.pone.0298747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 01/29/2024] [Indexed: 04/20/2024] Open
Abstract
Human kinases play essential and diverse roles in the cellular activities of maintaining homeostasis and growth. Genetic mutations in the genes encoding the kinases (or phosphotransferases) have been linked with various types of cancers. In this study, we cataloged mutations in 500 kinases genes in >65,000 individuals of global populations from the Human Genetic Diversity Project (HGDP) and ExAC databases, and assessed their potentially deleterious impact by using the in silico tools SIFT, Polyphen2, and CADD. The analysis highlighted 35 deleterious non-synonymous SNVs in the ExAC and 5 SNVs in the HGDP project. Notably, a higher number of deleterious mutations was observed in the Non-Finnish Europeans (26 SNVs), followed by the Africans (14 SNVs), East Asians (13 SNVs), and South Asians (12 SNVs). The gene set enrichment analysis highlighted NTRK1 and FGFR3 being most significantly enriched among the kinases. The gene expression analysis revealed over-expression of NTRK1 in liver cancer, whereas, FGFR3 was found over-expressed in lung, breast, and liver cancers compared to their expression in the respective normal tissues. Also, 13 potential drugs were identified that target the NTRK1 protein, whereas 6 potential drugs for the FGFR3 target were identified. Taken together, the study provides a framework for exploring the predisposing germline mutations in kinases to suggest the underlying pathogenic mechanisms in cancers. The potential drugs are also suggested for personalized cancer management.
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Affiliation(s)
- Salman Ahmed Khan
- Department of Molecular Medicine (DMM), Dow College of Biotechnology (DCoB), Dow University of Health Sciences (DUHS), Karachi, Pakistan
- DOW-DOGANA Advanced Molecular Genetics and Genomics Disease Research and Treatment Center (AMGGDRTC), Dow University of Health Sciences (DUHS), Karachi, Pakistan
| | - Misbah Anwar
- Jamil-ur-Rahman Center for Genome Research, Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center for Chemical and Biological Sciences (ICCBS), University of Karachi, Karachi, Pakistan
| | - Atia Gohar
- H.E.J. Research Institute of Chemistry, International Center for Chemical and Biological Sciences (ICCBS), University of Karachi, Karachi, Pakistan
| | - Moom R. Roosan
- Department of Pharmacy Practice, Chapman University School of Pharmacy Harry and Diane Rinker Health Science Campus, Irvine, CA, United States of America
| | - Daniel C. Hoessli
- Jamil-ur-Rahman Center for Genome Research, Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center for Chemical and Biological Sciences (ICCBS), University of Karachi, Karachi, Pakistan
| | - Ambrina Khatoon
- Department of Molecular Medicine, Ziauddin University, Karachi, Pakistan
| | - Muhammad Shakeel
- Jamil-ur-Rahman Center for Genome Research, Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center for Chemical and Biological Sciences (ICCBS), University of Karachi, Karachi, Pakistan
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Reščenko R, Brīvība M, Atava I, Rovīte V, Pečulis R, Silamiķelis I, Ansone L, Megnis K, Birzniece L, Leja M, Xu L, Shi X, Zhou Y, Slaitas A, Hou Y, Kloviņš J. Whole-Genome Sequencing of 502 Individuals from Latvia: The First Step towards a Population-Specific Reference of Genetic Variation. Int J Mol Sci 2023; 24:15345. [PMID: 37895026 PMCID: PMC10607061 DOI: 10.3390/ijms242015345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 10/10/2023] [Accepted: 10/11/2023] [Indexed: 10/29/2023] Open
Abstract
Despite rapid improvements in the accessibility of whole-genome sequencing (WGS), understanding the extent of human genetic variation is limited by the scarce availability of genome sequences from underrepresented populations. Developing the population-scale reference database of Latvian genetic variation may fill the gap in European genomes and improve human genomics research. In this study, we analysed a high-coverage WGS dataset comprising 502 individuals selected from the Genome Database of the Latvian Population. An assessment of variant type, location in the genome, function, medical relevance, and novelty was performed, and a population-specific imputation reference panel (IRP) was developed. We identified more than 18.2 million variants in total, of which 3.3% so far are not represented in gnomAD and dbSNP databases. Moreover, we observed a notable though distinct clustering of the Latvian cohort within the European subpopulations. Finally, our findings demonstrate the improved performance of imputation of variants using the Latvian population-specific reference panel in the Latvian population compared to established IRPs. In summary, our study provides the first WGS data for a regional reference genome that will serve as a resource for the development of precision medicine and complement the global genome dataset, improving the understanding of human genetic variation.
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Affiliation(s)
- Raimonds Reščenko
- Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia; (M.B.); (I.A.); (V.R.); (R.P.); (I.S.); (L.A.); (K.M.); (L.B.); (J.K.)
| | - Monta Brīvība
- Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia; (M.B.); (I.A.); (V.R.); (R.P.); (I.S.); (L.A.); (K.M.); (L.B.); (J.K.)
| | - Ivanna Atava
- Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia; (M.B.); (I.A.); (V.R.); (R.P.); (I.S.); (L.A.); (K.M.); (L.B.); (J.K.)
| | - Vita Rovīte
- Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia; (M.B.); (I.A.); (V.R.); (R.P.); (I.S.); (L.A.); (K.M.); (L.B.); (J.K.)
| | - Raitis Pečulis
- Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia; (M.B.); (I.A.); (V.R.); (R.P.); (I.S.); (L.A.); (K.M.); (L.B.); (J.K.)
| | - Ivars Silamiķelis
- Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia; (M.B.); (I.A.); (V.R.); (R.P.); (I.S.); (L.A.); (K.M.); (L.B.); (J.K.)
| | - Laura Ansone
- Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia; (M.B.); (I.A.); (V.R.); (R.P.); (I.S.); (L.A.); (K.M.); (L.B.); (J.K.)
| | - Kaspars Megnis
- Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia; (M.B.); (I.A.); (V.R.); (R.P.); (I.S.); (L.A.); (K.M.); (L.B.); (J.K.)
| | - Līga Birzniece
- Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia; (M.B.); (I.A.); (V.R.); (R.P.); (I.S.); (L.A.); (K.M.); (L.B.); (J.K.)
| | - Mārcis Leja
- Faculty of Medicine, University of Latvia, LV-1004 Riga, Latvia;
- Institute of Clinical and Preventive Medicine, University of Latvia, LV-1079 Riga, Latvia
| | - Liqin Xu
- Latvia MGI Tech, LV-2167 Mārupe, Latvia; (L.X.); (X.S.); (Y.Z.); (A.S.); (Y.H.)
| | - Xulian Shi
- Latvia MGI Tech, LV-2167 Mārupe, Latvia; (L.X.); (X.S.); (Y.Z.); (A.S.); (Y.H.)
| | - Yan Zhou
- Latvia MGI Tech, LV-2167 Mārupe, Latvia; (L.X.); (X.S.); (Y.Z.); (A.S.); (Y.H.)
| | - Andis Slaitas
- Latvia MGI Tech, LV-2167 Mārupe, Latvia; (L.X.); (X.S.); (Y.Z.); (A.S.); (Y.H.)
| | - Yong Hou
- Latvia MGI Tech, LV-2167 Mārupe, Latvia; (L.X.); (X.S.); (Y.Z.); (A.S.); (Y.H.)
| | - Jānis Kloviņš
- Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia; (M.B.); (I.A.); (V.R.); (R.P.); (I.S.); (L.A.); (K.M.); (L.B.); (J.K.)
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5
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WGS Data Collections: How Do Genomic Databases Transform Medicine? Int J Mol Sci 2023; 24:ijms24033031. [PMID: 36769353 PMCID: PMC9917848 DOI: 10.3390/ijms24033031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/23/2023] [Accepted: 01/26/2023] [Indexed: 02/09/2023] Open
Abstract
As a scientific community we assumed that exome sequencing will elucidate the basis of most heritable diseases. However, it turned out it was not the case; therefore, attention has been increasingly focused on the non-coding sequences that encompass 98% of the genome and may play an important regulatory function. The first WGS-based datasets have already been released including underrepresented populations. Although many databases contain pooled data from several cohorts, recently the importance of local databases has been highlighted. Genomic databases are not only collecting data but may also contribute to better diagnostics and therapies. They may find applications in population studies, rare diseases, oncology, pharmacogenetics, and infectious and inflammatory diseases. Further data may be analysed with Al technologies and in the context of other omics data. To exemplify their utility, we put a highlight on the Polish genome database and its practical application.
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Wolfsberger W, Chhugani K, Shchubelka K, Frolova A, Salyha Y, Zlenko O, Arych M, Dziuba D, Parkhomenko A, Smolanka V, Gümüş ZH, Sezgin E, Diaz-Lameiro A, Toth VR, Maci M, Bortz E, Kondrashov F, Morton PM, Łabaj PP, Romero V, Hlávka J, Mangul S, Oleksyk TK. Scientists without borders: lessons from Ukraine. Gigascience 2022; 12:giad045. [PMID: 37496156 PMCID: PMC10372202 DOI: 10.1093/gigascience/giad045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 05/31/2023] [Accepted: 06/01/2023] [Indexed: 07/28/2023] Open
Abstract
Conflicts and natural disasters affect entire populations of the countries involved and, in addition to the thousands of lives destroyed, have a substantial negative impact on the scientific advances these countries provide. The unprovoked invasion of Ukraine by Russia, the devastating earthquake in Turkey and Syria, and the ongoing conflicts in the Middle East are just a few examples. Millions of people have been killed or displaced, their futures uncertain. These events have resulted in extensive infrastructure collapse, with loss of electricity, transportation, and access to services. Schools, universities, and research centers have been destroyed along with decades' worth of data, samples, and findings. Scholars in disaster areas face short- and long-term problems in terms of what they can accomplish now for obtaining grants and for employment in the long run. In our interconnected world, conflicts and disasters are no longer a local problem but have wide-ranging impacts on the entire world, both now and in the future. Here, we focus on the current and ongoing impact of war on the scientific community within Ukraine and from this draw lessons that can be applied to all affected countries where scientists at risk are facing hardship. We present and classify examples of effective and feasible mechanisms used to support researchers in countries facing hardship and discuss how these can be implemented with help from the international scientific community and what more is desperately needed. Reaching out, providing accessible training opportunities, and developing collaborations should increase inclusion and connectivity, support scientific advancements within affected communities, and expedite postwar and disaster recovery.
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Affiliation(s)
- Walter Wolfsberger
- Department of Biological Sciences, Oakland University, Rochester, MI 48309-4479, USA
| | - Karishma Chhugani
- Department of Clinical Pharmacy, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, University of Southern California, Los Angeles, CA 90033, USA
| | - Khrystyna Shchubelka
- Department of Biological Sciences, Oakland University, Rochester, MI 48309-4479, USA
| | - Alina Frolova
- Institute of Molecular Biology and Genetics of National Academy of Sciences of Ukraine, Kyiv Academic University, Kyiv 03143, Ukraine
| | - Yuriy Salyha
- Institute of Animal Biology, National Academy of Agrarian Sciences (NAAS) of Ukraine, Lviv 79034, Ukraine
| | - Oksana Zlenko
- National Scientific Center “Institute of Experimental and Clinical Veterinary Medicine,” Kharkiv 61023, Ukraine
| | - Mykhailo Arych
- Institute of Economics and Management, National University of Food Technologies (NUFT) of Ukraine, Kyiv 01601, Ukraine
| | - Dmytro Dziuba
- Department of Anesthesiology and Intensive Care, P.L. Shpyk NUHC Ukraine, Kyiv 04112, Ukraine
| | - Andrii Parkhomenko
- Department of Finance and Business Economics, Marshall School of Business, University of Southern California, Los Angeles, CA 90089, USA
| | - Volodymyr Smolanka
- Department of Medicine, Uzhhorod National University, Uzhhorod 88000, Ukraine
| | - Zeynep H Gümüş
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Efe Sezgin
- Department of Food Engineering, Izmir Institute of Technology, Urla, Izmir 35430, Turkey
| | - Alondra Diaz-Lameiro
- Department of Biology, University of Puerto Rico at Mayagüez, Mayagüez 00681, Puerto Rico
| | - Viktor R Toth
- Aquatic Botany and Microbial Ecology Research Group, Balaton Limnological Research Institute, Tihany 8237, Hungary
| | - Megi Maci
- Stritch School of Medicine, Loyola University Chicago, Maywood, IL 60153, USA
| | - Eric Bortz
- Department of Biological Sciences, University of Alaska, Anchorage, AK 99508, USA
| | - Fyodor Kondrashov
- Institute of Science and Technology Austria, Klosterneuburg 3400, Austria
| | - Patricia M Morton
- Department of Sociology, Department of Public Health, Wayne State University, Detroit, MI 48202, USA
| | - Paweł P Łabaj
- Małopolska Centre of Biotechnology, Jagiellonian University, Kraków 30-348, Poland
| | - Veronika Romero
- Department of Neurobiology, University of Utah, Salt Lake City, UT 84112, USA
| | - Jakub Hlávka
- Price School of Public Policy, University of Southern California, Los Angeles, CA 90089-3333, USA
- Masaryk University, Brno 6017, Czech Republic
| | - Serghei Mangul
- Department of Clinical Pharmacy, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, University of Southern California, Los Angeles, CA 90033, USA
- Department of Computational Biology, University of Southern California, Los Angeles, CA 90033, USA
| | - Taras K Oleksyk
- Department of Biological Sciences, Oakland University, Rochester, MI 48309-4479, USA
- Department of Biology, Uzhhorod National University, Uzhhorod 88000, Ukraine
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