Evidence map›Paper›PMID 41940404›Full record

ArticleMolecular syndromology2026

Identification of the Genetic Causes of Inherited Diseases in a North African Biobank: Implications for Genetic Diagnosis.

Majida Charif, Saida Lhousni, Ayad Ghanam, Maria Rkain, Noufissa Benajiba, Rim Amrani, Abdeladim Babakhouya, Sahar Messaoudi, Aziza Elouali, Anass Ayyad and 15 more

Abstract read
In one paragraph

Article in Molecular syndromology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

25 authors.

Majida CharifGenetics Unit, Medical Sciences Research Laboratory, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Saida LhousniGenetics Unit, Medical Sciences Research Laboratory, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Ayad GhanamDepartment of Pediatrics, Mohammed VI University Hospital, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Maria RkainDepartment of Pediatrics, Mohammed VI University Hospital, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Noufissa BenajibaDepartment of Pediatrics, Mohammed VI University Hospital, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Rim AmraniDepartment of Neonatology, Mohammed VI University Hospital, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Abdeladim BabakhouyaDepartment of Pediatrics, Mohammed VI University Hospital, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Sahar MessaoudiDepartment of Neonatology, Mohammed VI University Hospital, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Aziza EloualiDepartment of Pediatrics, Mohammed VI University Hospital, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Anass AyyadDepartment of Neonatology, Mohammed VI University Hospital, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Abdeljaouad NajibDepartment of Orthopedics and Traumatology, Mohammed VI University Hospital, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Omar El MahiDepartment of Vascular Surgery, Mohammed VI University Hospital, Vascular Anomalies Unit, Medical Sciences Research Laboratory, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Adnane BenzirarDepartment of Vascular Surgery, Mohammed VI University Hospital, Vascular Anomalies Unit, Medical Sciences Research Laboratory, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Mehdi MoutaouekkilDepartment of Cardiothoracic Surgery, Mohammed VI University Hospital, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Sanae AllaouiDepartment of Pediatrics, El Farabi Hospital, Oujda, Morocco.
Mohammed BenahmedCabinet Benahmed, Cabinet de Dermatologie, Oujda, Morocco.
Manal Elidrissi ErrahhaliGenetics Unit, Medical Sciences Research Laboratory, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Mounia Elidrissi ErrahhaliGenetics Unit, Medical Sciences Research Laboratory, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Aymane BouzidiINSERM U1083, CNRS 6015, SFR-ICAT, Université d'Angers, Equipe MitoLab, Unité MitoVasc, Angers, France.
Meryem OuarzaneGenetics Unit, Medical Sciences Research Laboratory, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Antony T VincentDepartment of Animal Sciences, Université Laval, Quebec City, QC, Canada.
Adnane SellamMontreal Heart Institute, Université de Montréal, Montréal, QC, Canada.
Guy LenaersINSERM U1083, CNRS 6015, SFR-ICAT, Université d'Angers, Equipe MitoLab, Unité MitoVasc, Angers, France.
Redouane BoulouizGenetics Unit, Medical Sciences Research Laboratory, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.
Mohammed BellaouiGenetics Unit, Medical Sciences Research Laboratory, Faculty of Medicine and Pharmacy, University Mohammed Premier, Oujda, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: In North Africa, genetic diseases are widespread but under-studied due to limited research resources. This study used exome sequencing to identify disease-causing variants in a large series of Moroccan patients with suspected genetic diseases. Methods: A cohort of 30 patients with genetic diseases from the BRO Biobank underwent exome sequencing. Candidate variants were evaluated by segregation analysis and molecular modeling. Results: Thirty-one variants were identified in 27 known genes. Interestingly, 54.8% of these variants were novel and therefore could be specific to the Moroccan population. Pathogenic or likely pathogenic disease-causing variants were identified in 22 of 30 patients, leading to a genetic testing yield of 73.3%. Moreover, the identified variants, classified as of uncertain significance, likely benign or benign, were predicted to alter protein structure using in silico modeling of 3D protein structure. The diagnosis was changed in 23% of patients with suspected genetic syndromes, and the etiology was determined in all patients with unrecognizable genetic disorder. Conclusion: This study represents the largest biobank-based study of inherited diseases in a North African country. It illustrates the genetic variability of the Moroccan population and improves our understanding of genotype-phenotype correlations. Furthermore, the relatively high yield of genetic testing obtained in this study justifies the need to implement exome sequencing in the clinical setting in Morocco for better genetic diagnosis.

Indexed as

BRO BiobankExome sequencingGenetic diseasesGenetic testing yieldNorth African population

Identifiers

PMID41940404
PMCPMC13046371

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