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Hamdi Y, Boujemaa M, Ben Aissa-Haj J, Radouani F, Khyatti M, Mighri N, Hannachi M, Ghedira K, Souiai O, Hkimi C, Kammoun MS, Mejri N, Bouaziz H, Beloufa MA, Charoute H, Barakat A, Najjar I, Taniguchi H, Pietrosemoli N, Dellagi K, Abdelhak S, Boubaker MS, Chica C, Rouleau E. A regionally based precision medicine implementation initiative in North Africa:The PerMediNA consortium. Transl Oncol 2024; 44:101940. [PMID: 38537326 PMCID: PMC11391035 DOI: 10.1016/j.tranon.2024.101940] [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: 12/06/2023] [Revised: 02/23/2024] [Accepted: 03/11/2024] [Indexed: 04/21/2024] Open
Abstract
Precision Medicine is being increasingly used in the developed world to improve health care. While several Precision Medicine (PM) initiatives have been launched worldwide, their implementations have proven to be more challenging particularly in low- and middle-income countries. To address this issue, the "Personalized Medicine in North Africa" initiative (PerMediNA) was launched in three North African countries namely Tunisia, Algeria and Morocco. PerMediNA is coordinated by Institut Pasteur de Tunis together with the French Ministry for Europe and Foreign Affairs, with the support of Institut Pasteur in France. The project is carried out along with Institut Pasteur d'Algérie and Institut Pasteur du Maroc in collaboration with national and international leading institutions in the field of PM including Institut Gustave Roussy in Paris. PerMediNA aims to assess the readiness level of PM implementation in North Africa, to strengthen PM infrastructure, to provide workforce training, to generate genomic data on North African populations, to implement cost effective, affordable and sustainable genetic testing for cancer patients and to inform policy makers on how to translate research knowledge into health products and services. Gender equity and involvement of young scientists in this implementation process are other key goals of the PerMediNA project. In this paper, we are describing PerMediNA as the first PM implementation initiative in North Africa. Such initiatives contribute significantly in shortening existing health disparities and inequities between developed and developing countries and accelerate access to innovative treatments for global health.
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Affiliation(s)
- Yosr Hamdi
- Laboratory of Biomedical Genomics and Oncogenetics, LR20IPT05, Institut Pasteur de Tunis, University of Tunis El Manar, Tunis 1002, Tunisia.
| | - Maroua Boujemaa
- Laboratory of Biomedical Genomics and Oncogenetics, LR20IPT05, Institut Pasteur de Tunis, University of Tunis El Manar, Tunis 1002, Tunisia
| | - Jihenne Ben Aissa-Haj
- Laboratory of Biomedical Genomics and Oncogenetics, LR20IPT05, Institut Pasteur de Tunis, University of Tunis El Manar, Tunis 1002, Tunisia; Department of Human and Experimental Pathology, Institut Pasteur de Tunis, Tunis 1002, Tunisia
| | - Fouzia Radouani
- Chlamydiae and Mycoplasmas Laboratory, Research Department, Institut Pasteur du Maroc, Casablanca, Morocco
| | - Meriem Khyatti
- Laboratory of Viral Oncology, Institut Pasteur du Maroc, Casablanca, Morocco
| | - Najah Mighri
- Laboratory of Biomedical Genomics and Oncogenetics, LR20IPT05, Institut Pasteur de Tunis, University of Tunis El Manar, Tunis 1002, Tunisia
| | - Mariem Hannachi
- Laboratory of Bioinformatics, Biomathematics and Biostatistics LR20IPT09, Pasteur Institute of Tunis, University of Tunis El Manar, Tunis 1002, Tunisia
| | - Kais Ghedira
- Laboratory of Bioinformatics, Biomathematics and Biostatistics LR20IPT09, Pasteur Institute of Tunis, University of Tunis El Manar, Tunis 1002, Tunisia
| | - Oussema Souiai
- Laboratory of Bioinformatics, Biomathematics and Biostatistics LR20IPT09, Pasteur Institute of Tunis, University of Tunis El Manar, Tunis 1002, Tunisia
| | - Chaima Hkimi
- Laboratory of Bioinformatics, Biomathematics and Biostatistics LR20IPT09, Pasteur Institute of Tunis, University of Tunis El Manar, Tunis 1002, Tunisia
| | - Mohamed Selim Kammoun
- Laboratory of Bioinformatics, Biomathematics and Biostatistics LR20IPT09, Pasteur Institute of Tunis, University of Tunis El Manar, Tunis 1002, Tunisia
| | - Nesrine Mejri
- Laboratory of Biomedical Genomics and Oncogenetics, LR20IPT05, Institut Pasteur de Tunis, University of Tunis El Manar, Tunis 1002, Tunisia; Medical Oncology Department, Abderrahmane Mami Hospital, Faculty of Medicine, University Tunis El Manar, Tunis, Tunisia
| | - Hanen Bouaziz
- Laboratory of Biomedical Genomics and Oncogenetics, LR20IPT05, Institut Pasteur de Tunis, University of Tunis El Manar, Tunis 1002, Tunisia; Department of Carcinological Surgery, Salah Azaiez Institute, Tunis, Tunisia
| | | | - Hicham Charoute
- Research unit of Epidemiology, Biostatistics and Bioinformatics, Institut Pasteur du Maroc, Casablanca, Morocco
| | - Abdelhamid Barakat
- Laboratory of Genomics and Human Genetics, Institut Pasteur du Maroc 20360, Casablanca, Morocco
| | - Imène Najjar
- Biomics, Center for Technological Resources and Research (C2RT), Institut Pasteur, Paris 75015, France
| | - Hiroaki Taniguchi
- The Polish Academy of Sciences, Poland; University Mohamed VI, Morocco
| | - Natalia Pietrosemoli
- Institut Pasteur, Université Paris Cité, Bioinformatics and Biostatistics Hub F-75015, Paris, France
| | - Koussay Dellagi
- Pasteur Network Association, Institut Pasteur, Paris, France
| | - Sonia Abdelhak
- Laboratory of Biomedical Genomics and Oncogenetics, LR20IPT05, Institut Pasteur de Tunis, University of Tunis El Manar, Tunis 1002, Tunisia
| | - Mohamed Samir Boubaker
- Laboratory of Biomedical Genomics and Oncogenetics, LR20IPT05, Institut Pasteur de Tunis, University of Tunis El Manar, Tunis 1002, Tunisia; Department of Human and Experimental Pathology, Institut Pasteur de Tunis, Tunis 1002, Tunisia
| | - Claudia Chica
- Institut Pasteur, Université Paris Cité, Bioinformatics and Biostatistics Hub F-75015, Paris, France
| | - Etienne Rouleau
- Department of Biology and Pathology-Cancer Genetics Laboratory-Gustave Roussy 94805, Villejuif, France
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Boustany Y, Laraqui A, El Rhaffouli H, Bajjou T, El Mchichi B, El Anaz H, Amine IL, Chahdi H, Oukabli M, Souhi H, Elouazzani H, Rhorfi IA, Abid A, Mahfoud T, Tanz R, Ichou M, Ennibi K, Belkadi B, Sekhsokh Y. Prevalence and Patterns of EGFR Mutations in Non-small Cell Lung Cancer in the Middle East and North Africa. Cancer Control 2022. [PMCID: PMC9520149 DOI: 10.1177/10732748221129464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Objectives This study aims to analyze the prevalence and spectrum of epidermal growth factor receptor (EGFR) mutations within the Middle East and North Africa region, compare the findings to other parts of the world, and explore the geographic disparities of EGFR mutations across the region. Methods We conducted a literature search using the terms “[EGFR] AND [mutation] AND [Non-Small Cell Lung Cancer] AND [Middle East OR North Africa]”, using PubMed, Science Direct, Web of science, Embase, Scopus, and Google scholar. Results A total of 15 eligible studies were included and 6122 patients with non-small cell lung cancer (NSCLC) were analyzed. Male patients were predominant in all of the considered studies, accounting for 70.4%. Of the included patients, 65.6% were smokers and 88.3% had been diagnosed with adenocarcinoma. Overall, EGFR mutations prevalence was 17.2%. In the Middle East, the reported frequency was 16.5%, ranging from 11.3% in Lebanon to 29.7% in the Gulf region. In North Africa, the prevalence of EGFR mutations was 18%, ranging from 17.5% in Egypt to 21.5% in Morocco. The most prevalent mutations were the exon 19 deletions (46.7%) followed by exon 21 substitutions (31.1%). Exon 20 alterations were detected in 10.8% of the analyzed cases, whereas exon 18 mutations were reported in 3.4% of the EGFR-mutated patients. There was 1.1% of patients that had concurrent EGFR mutations. Overall, EGFR mutation prevalence was higher in females [females vs males: 29.7% vs 5.9%, P<.001], non-smokers [non-smokers vs smokers: 31.3% vs 9.6%, P<.001], and patients with adenocarcinoma [adenocarcinoma vs non-adenocarcinoma: 18.8% vs 6.5%, P<.001]. Conclusion EGFR mutation prevalence among the Middle East and North Africa populations is slightly higher than that seen in NSCLC patients of Caucasian ethnicity but is lower than that identified in Asian NSCLC patients. The distribution of these mutations varies considerably throughout the region.
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Affiliation(s)
- Youssra Boustany
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
- Microbiology and Molecular Biology Team, Faculty of Sciences, Mohammed V University in Rabat, Morocco
| | - Abdelilah Laraqui
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Hicham El Rhaffouli
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Tahar Bajjou
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Bouchra El Mchichi
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Hicham El Anaz
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Idriss Lahlou Amine
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Hafsa Chahdi
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Mohammed Oukabli
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Hicham Souhi
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Hanane Elouazzani
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Ismail Abderrahmani Rhorfi
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Ahmed Abid
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Tarik Mahfoud
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Rachid Tanz
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Mohammed Ichou
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Khaled Ennibi
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
| | - Bouchra Belkadi
- Microbiology and Molecular Biology Team, Faculty of Sciences, Mohammed V University in Rabat, Morocco
| | - Yassine Sekhsokh
- Mohamed V Military Teaching Hospital, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco
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Petiteau C, Robinet-Zimmermann G, Riot A, Dorbeau M, Richard N, Blanc-Fournier C, Bibeau F, Deshayes S, Bergot E, Gervais R, Levallet G. Contribution of the Idylla TM System to Improving the Therapeutic Care of Patients with NSCLC through Early Screening of EGFR Mutations. Curr Oncol 2021; 28:4432-4445. [PMID: 34898548 PMCID: PMC8628756 DOI: 10.3390/curroncol28060376] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Revised: 10/22/2021] [Accepted: 11/02/2021] [Indexed: 12/13/2022] Open
Abstract
Epidermal growth factor receptor (EGFR) genotyping, a critical examen for the treatment decisions of patients with non-small cell lung cancer (NSCLC), is commonly assayed by next-generation sequencing (NGS), but this global approach takes time. To determine whether rapid EGFR genotyping tests by the IdyllaTM system guides earlier therapy decisions, EGFR mutations were assayed by both the IdyllaTM system and NGS in 223 patients with NSCLC in a bicentric prospective study. IdyllaTM demonstrated agreement with the NGS method in 187/194 cases (96.4%) and recovered 20 of the 26 (77%) EGFR mutations detected using NGS. Regarding the seven missed EGFR mutations, five were not detected by the IdyllaTM system, one was assayed in a sample with insufficient tumoral cells, and the last was in a sample not validated by the IdyllaTM system (a bone metastasis). IdyllaTM did not detect any false positives. The average time between EGFR genotyping results from IdyllaTM and the NGS method was 9.2 ± 2.2 working days (wd) (12.6 ± 4.0 calendar days (cd)). Subsequently, based on the IdyllaTM method, the timeframe from tumor sampling to the initiation of EGFR-TKI was 7.7 ± 1.2 wd (11.4 ± 3.1 cd), while it was 20.3 ± 6.7 wd (27.2 ± 8.3 cd) with the NGS method (p < 0.001). We thus demonstrated here that the IdyllaTM system contributes to improving the therapeutic care of patients with NSCLC by the early screening of EGFR mutations.
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Affiliation(s)
- Constance Petiteau
- Department of Pulmonology & Thoracic Oncology, Centre Hospitalier Universitaire de Caen, F-14000 Caen, France; (C.P.); (S.D.); (E.B.)
| | | | - Adèle Riot
- Department of Pathology, Centre Hospitalier Universitaire de Caen, F-14000 Caen, France; (A.R.); (F.B.)
| | - Marine Dorbeau
- Department of Pathology, Centre François Baclesse, F-14000 Caen, France; (G.R.-Z.); (M.D.); (C.B.-F.)
| | - Nicolas Richard
- Department of Genetics, Normandy University, UNICAEN, Caen University Hospital, EA 7450 BioTARGen, F-14000 Caen, France;
- Federative Structure of Cyto-Molecular Oncogenetics (SF-MOCAE), Centre Hospitalier Universitaire de Caen, F-14000 Caen, France
| | - Cécile Blanc-Fournier
- Department of Pathology, Centre François Baclesse, F-14000 Caen, France; (G.R.-Z.); (M.D.); (C.B.-F.)
| | - Frédéric Bibeau
- Department of Pathology, Centre Hospitalier Universitaire de Caen, F-14000 Caen, France; (A.R.); (F.B.)
| | - Simon Deshayes
- Department of Pulmonology & Thoracic Oncology, Centre Hospitalier Universitaire de Caen, F-14000 Caen, France; (C.P.); (S.D.); (E.B.)
| | - Emmanuel Bergot
- Department of Pulmonology & Thoracic Oncology, Centre Hospitalier Universitaire de Caen, F-14000 Caen, France; (C.P.); (S.D.); (E.B.)
- Normandy University, UNICAEN, CEA, CNRS, ISTCT Unit, GIP CYCERON, F-14000 Caen, France
| | - Radj Gervais
- Department of Thoracic Oncology, Centre François Baclesse, F-14000 Caen, France;
| | - Guénaëlle Levallet
- Department of Pathology, Centre Hospitalier Universitaire de Caen, F-14000 Caen, France; (A.R.); (F.B.)
- Federative Structure of Cyto-Molecular Oncogenetics (SF-MOCAE), Centre Hospitalier Universitaire de Caen, F-14000 Caen, France
- Normandy University, UNICAEN, CEA, CNRS, ISTCT Unit, GIP CYCERON, F-14000 Caen, France
- Correspondence:
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Jain E, Sharma S, Aggarwal A, Bhardwaj N, Dewan A, Kumar A, Jain D, Bhattacharya M, Saurav GK, Kini L, Mohanty SK. PD-L1 expression and its clinicopathologic and genomic correlation in the non-small cell lung carcinoma patients: An Indian perspective. Pathol Res Pract 2021; 228:153497. [PMID: 34053784 DOI: 10.1016/j.prp.2021.153497] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 05/18/2021] [Accepted: 05/20/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Immunotherapy with checkpoint inhibitor programmed death-1 (PD-1) and programmed death-ligand 1 (PD-L1) antibodies targeting the cellular immune checkpoints is the present area of interest showing promising results in patients with advanced non-small cell lung cancer (NSCLC). As there is paucity of PD-L1 expression data from the Indian perspective, we studied the correlation of clinicopathologic profile and oncogenic driver mutations in these patients. MATERIALS AND METHODS Samples from 252 advanced NSCLCs patients were studied for PD-L1 expression through immunohistochemistry using rabbit anti-human PD-L1 monoclonal antibody (clone SP263) on Ventana BenchMark ULTRA autostainer. Simultaneously, genetic mutations were studied by next generation sequencing (for EGFR, ALK, ROS, MET, and BRAF). PD-L1 expression was analyzed for association with clinicopathologic features and various mutations. RESULTS PD-L1 positivity was seen in 134 patients (53.2 %). It was twice more prevalent in males than females. No significant correlation was observed between PD-L1 expression with age, gender, site of testing (primary vs. metastatic tumors), smoking status, tumor laterality, stage, or histologic type; however, there was significant difference among solid and acinar types of adenocarcinoma combined together vs. other adenocarcinoma subtypes (p = 0.013), and well and moderately differentiated vs. poorly differentiated tumors (p = 0.022). When types/extent of PD-L1 positivity (≥25 %) were compared with demographics, clinical, and pathologic variables, significant differences were observed across the tumor grades (high-grade vs. low-grade) (p = 0.009) and stages (p = 0.039). The PD-L1 expression failed to demonstrate any statistical significance with oncogenic drivers. High PD-L1 expression (TPS ≥ 50) was observed in 27.6 % patients, and it was more prevalent in female patients (32.4 %), aged ≥60 years (33.8 %), smokers (27.3 %), poorly differentiated (36.8 %) and stage IV tumors (28.2 %). Exon 19 deletion was more prevalent in PD-L1 negative tumors whereas exon 21 substitution (L858R) was seen more in PD-L1 positive tumors. CONCLUSIONS This is the largest Indian study demonstrating PD-L1 expression in NSCLC patients comparing with clinicopathologic and genomic parameters. PD-L1 expression was significantly associated with high-grade, solid, and acinar types of adenocarcinoma and advanced tumors. High PD-L1 expression was more prevalent in female patients, aged ≥60 years, smokers, and poorly differentiated and stage IV tumors (28.2 %). Exon 19 deletion was more in PD-L1 negative tumors whereas exon 21 substitution (L858R) was more in PD-L1 positive tumors. PD-L1 is a potential predictive marker stratifying patients who benefit from PD-1 pathway-targeted therapy.
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Affiliation(s)
- Ekta Jain
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Shivani Sharma
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Aditi Aggarwal
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Nitin Bhardwaj
- Indian Council of Medical Research and National Institute of Malaria Research, New Delhi, 110029, India.
| | - Aditi Dewan
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Abhishek Kumar
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Deepika Jain
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Munmun Bhattacharya
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Gauraw Kumar Saurav
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Lata Kini
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Sambit Kumar Mohanty
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
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Rotimi SO, Rotimi OA, Salhia B. A Review of Cancer Genetics and Genomics Studies in Africa. Front Oncol 2021; 10:606400. [PMID: 33659210 PMCID: PMC7917259 DOI: 10.3389/fonc.2020.606400] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 12/14/2020] [Indexed: 12/24/2022] Open
Abstract
Cancer is the second leading cause of death globally and is projected to overtake infectious disease as the leading cause of mortality in Africa within the next two decades. Cancer is a group of genomic diseases that presents with intra- and inter-population unique phenotypes, with Black populations having the burden of morbidity and mortality for most types. At large, the prevention and treatment of cancers have been propelled by the understanding of the genetic make-up of the disease of mostly non-African populations. By the same token, there is a wide knowledge gap in understanding the underlying genetic causes of, and genomic alterations associated with, cancer among black Africans. Accordingly, we performed a review of the literature to survey existing studies on cancer genetics/genomics and curated findings pertaining to publications across multiple cancer types conducted on African populations. We used PubMed MeSH terms to retrieve the relevant publications from 1990 to December 2019. The metadata of these publications were extracted using R text mining packages: RISmed and Pubmed.mineR. The data showed that only 0.329% of cancer publications globally were on Africa, and only 0.016% were on cancer genetics/genomics from Africa. Although the most prevalent cancers in Africa are cancers of the breast, cervix, uterus, and prostate, publications representing breast, colorectal, liver, and blood cancers were the most frequent in our review. The most frequently reported cancer genes were BRCA1, BRCA2, and TP53. Next, the genes reported in the reviewed publications’ abstracts were extracted and annotated into three gene ontology classes. Genes in the cellular component class were mostly associated with cell part and organelle part, while those in biological process and molecular function classes were mainly associated with cell process, biological regulation, and binding, and catalytic activity, respectively. Overall, this review highlights the paucity of research on cancer genomics on African populations, identified gaps, and discussed the need for concerted efforts to encourage more research on cancer genomics in Africa.
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Affiliation(s)
- Solomon O Rotimi
- Department of Translational Genomics, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States.,Department of Biochemistry, Covenant University, Ota, Nigeria
| | - Oluwakemi A Rotimi
- Department of Translational Genomics, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States.,Department of Biochemistry, Covenant University, Ota, Nigeria
| | - Bodour Salhia
- Department of Translational Genomics, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States.,Norris Comprehensive Cancer Centre, University of Southern California, Los Angeles, CA, United States
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