Evidence map›Paper›PMID 41024252›Full record

ArticleGenome medicine2025

Adult genomic medicine: lessons from a multisite study of 2700 patients.

Khadijah Bakur, Halima Hamid, Bader Alhaddad, Majid Alfadhel, Amal Alhashem, Wafaa Eyaid, Talal Alanzi, Fuad Al Mutairi, Abdulrahman Alswaid, Farouq Ababneh and 40 more

Abstract readMulticenter Study
In one paragraph

Article in Genome medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

4 citing papers in PubMed.

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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

50 authors.

Khadijah BakurLifera Omics, Riyadh, Saudi Arabia.
Halima HamidLifera Omics, Riyadh, Saudi Arabia.
Bader AlhaddadLifera Omics, Riyadh, Saudi Arabia.
Majid AlfadhelMedical Genomic Research Department, King Abdullah International Medical Research Center (KAIMRC), King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Ministry of National Guard Health Affairs (MNG-HA), Riyadh, Saudi Arabia.
Amal AlhashemDepartment of Genetic and Metabolic, King Fahad Specialist Hospital, Dammam, Saudi Arabia.
Wafaa EyaidMedical Genomic Research Department, King Abdullah International Medical Research Center (KAIMRC), King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Ministry of National Guard Health Affairs (MNG-HA), Riyadh, Saudi Arabia.
Talal AlanziWomen and Children's Health Department Johns Hopkins Aramco Healthcare Center, Dhahran, Saudi Arabia.
Fuad Al MutairiMedical Genomic Research Department, King Abdullah International Medical Research Center (KAIMRC), King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Ministry of National Guard Health Affairs (MNG-HA), Riyadh, Saudi Arabia.
Abdulrahman AlswaidKing Saud Bin Abdulaziz University For Health Sciences, Riyadh, Saudi Arabia.
Farouq AbabnehGenetics and Precision Medicine Department (GPM), King Abdullah Specialized Children's Hospital (KASCH), King Abdulaziz Medical City, Ministry of National Guard Health Affairs (MNG-HA), Riyadh, Saudi Arabia.
Malak Al GhamdiPediatric Department, College of Medicine, King Saud University, King Saud University Medical City, College of Medicine Research Centre, Riyadh, Saudi Arabia.
Sarar MohamedDepartment of Pediatrics, Genetics and Metabolic Division, Prince Sultan Military Medical City, Riyadh, Saudi Arabia.
Ahmed AlaskarKing Saud Bin Abdulaziz University For Health Sciences, Riyadh, Saudi Arabia.
Farjah AlqahtaniDepartment of Internal Medicine, College of Medicine, KSU Epidemiology and Public Health Research Chair, King Saud University, King Saud University Medical City, Riyadh, Saudi Arabia.
Hamad AlzaidanDepartment of Medical Genomics, Genomic Medicine Center of Excellence, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia.
Mohammed Al-OwainDepartment of Medical Genomics, Genomic Medicine Center of Excellence, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia.
Eissa A FaqeihSection of Medical Genetics, Children's Specialist Hospital, King Fahad Medical City, Riyadh, Saudi Arabia.
Aziza M MushibaSection of Medical Genetics, Children's Specialist Hospital, King Fahad Medical City, Riyadh, Saudi Arabia.
Rola AlanaziDepartment of Pediatrics, King Fahad Armed Forces Hospital, Jeddah, Saudi Arabia.
Basamat AlmoallemDepartment of Ophthalmology, College of Medicine, King Saud University (KSU), Riyadh, Saudi Arabia.
Norah Saleh AlsalehMedical Genomic Research Department, King Abdullah International Medical Research Center (KAIMRC), King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Ministry of National Guard Health Affairs (MNG-HA), Riyadh, Saudi Arabia.
Saeed Al TalaDepartment of Pediatrics, Armed Forces Hospital SR, Khamis Mushayt, Saudi Arabia.
Muneera AlshammariPediatric Department, College of Medicine, King Saud University, King Saud University Medical City, College of Medicine Research Centre, Riyadh, Saudi Arabia.
Alyazeed TurkistaniGenetics and Precision Medicine Department (GPM), King Abdullah Specialized Children's Hospital (KASCH), King Abdulaziz Medical City, Ministry of National Guard Health Affairs (MNG-HA), Riyadh, Saudi Arabia.
Ghadah GosadiMedical Genetic and Metabolic Department, Prince Mohammed bin Nasser Hospital, Jazan, Saudi Arabia.
Fahad HakamiKing Abdullah International Medical Research Center, King Abdulaziz Medical City, Jeddah, Saudi Arabia.
Fahad AlobaidDepartment of Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia.
Hadeel Al RukbanDepartment of Pediatrics, Genetics and Metabolic Division, Prince Sultan Military Medical City, Riyadh, Saudi Arabia.
Ahmed AlfaidiGenetics and Precision Medicine Department (GPM), King Abdullah Specialized Children's Hospital (KASCH), King Abdulaziz Medical City, Ministry of National Guard Health Affairs (MNG-HA), Riyadh, Saudi Arabia.
Rola Ba-AbbadRetina Division, King Khaled Eye Specialist Hospital, Riyadh, Saudi Arabia.
Mohammed A AlmuqbilKing Abdullah International Medical Research Center (KAIMRC), Ministry of National Guard, Riyadh, Saudi Arabia.
Ahmad Al-BoukaiDepartment of Radiology, King Khalid University Hospital, King Saud University, Riyadh, Saudi Arabia.
Abdulrahman Saad AlamriPrince Mohomed Bin Abdulaziz Hospital, Ministry of National Guard Health Affairs (MNG-HA), Madinah, Saudi Arabia.
Ali AlshehriCollege of Medicine, Alfaisal University, Riyadh, Saudi Arabia.
Raashda A SulaimanCollege of Medicine, Alfaisal University, Riyadh, Saudi Arabia.
Ali AlmontasheriAdult Allergy and Clinical Immunology Department, King Abdulaziz Medical City, National Guard Health Affair, Ministry of National Guard, Jeddah, Saudi Arabia.
Enam DanishDepartment of Ophthalmology, King Fahad Armed Forces Hospital, Jeddah, Saudi Arabia.
Afaf AlSagheirCollege of Medicine, Alfaisal University, Riyadh, Saudi Arabia.
Deema AljeaidDepartment of Genetic Medicine, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia.
Bashayer S Al-AwamDepartment of Pediatrics, College of Medicine, King Fahd Hospital of the University, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia.
Aiman ShawliKing Abdullah International Medical Research Center, King Abdulaziz Medical City, Jeddah, Saudi Arabia.
Maha Al-OtaibiDepartment of Genetics, King Saud Medical City, Riyadh, Saudi Arabia.
Wed Sameer MajdaliDepartment of Basic Medical Sciences, College of Medicine, University of Jeddah, Jeddah, Saudi Arabia.
Zohor Asaad AzherDepartment of Medical Genetics, Faculty of Medicine, Umm Al-Qura University, Makkah, Saudi Arabia.
Mohammed AlmannaiMedical Genomic Research Department, King Abdullah International Medical Research Center (KAIMRC), King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Ministry of National Guard Health Affairs (MNG-HA), Riyadh, Saudi Arabia.
Wail BaalawiLifera Omics, Riyadh, Saudi Arabia.
Saudi Adult Genomics Group
Lama AlAbdiDepartment of Translational Genomics, Genomic Medicine Center of Excellence, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia.
Touati BenoukrafLifera Omics, Riyadh, Saudi Arabia.
Fowzan S AlkurayaLifera Omics, Riyadh, Saudi Arabia. falkuraya@liferaomics.com.sa.

Funding

King Salman Center for Disability Research through Excellence Research Center No. KSCDR-ERC-2024-02
6 · The paper itself

Abstract

backgroundClinical exome and genome sequencing has transformed the diagnostic workup of patients with genetic disorders. The extensive body of evidence supporting the application of this clinical genomics approach in pediatric patients stands in stark contrast to the relative paucity of evidence for its use in the adult population. Here, we describe the largest cohort to date of adult patients who underwent clinical exome and genome sequencing for suspected genetic diagnoses.

methodsA total of 2763 adult patients (2529 families) from all regions of Saudi Arabia are included in this cohort (2202 exomes, and 561 genomes).

resultsThe diagnostic rate is 38.9% spanning 535 Mendelian genes and revealing clinical diagnostic errors in 38% of patients with positive reports. Structured feedback using C-GUIDE demonstrates clinical utility in 90% of positive cases. Consistent with the highly consanguineous nature of the local population, the majority (61%) of diagnosed phenotypes are recessive (94.6% homozygous) and founder variants account for 85% (414/487) of these variants. The same population characteristic has also led to the encounter of extremely rare, even novel recessive disorders including a highly penetrant novel RNF43-related hemochromatosis, NFXL1-related syndrome of hyperlaxity, short stature, and kidney disease, as well as autosomal recessive forms of typically dominant disorders. Multilocus phenotypes are observed in 5% of cases although only 26.7% of these are caused by two recessive variants. That 70% of molecular diagnoses encountered in our cohort are typically described in pediatric patients allowed us to observe highly unusual clinical presentations in the adult population. This delayed diagnosis also represents a missed opportunity for effective treatment in many instances and we note the availability of treatment for 26% of diagnosed conditions. Of particular interest are patients with monogenic disorders that could be overlooked as common multifactorial adult diseases (e.g., diabetes, dyslipidemia, stroke, chronic kidney disease, and dementia). Finally, we note the opportunities of deploying adult clinical genomics in an underrepresented population where 45.5% (373/819) of encountered variants are completely absent in gnomAD.

conclusionsOur results illustrate numerous benefits of a clinical genomics approach in adult medicine and argue for a broader implementation than currently practiced.

Indexed as

Genetic Diseases, InbornGenomic MedicineAdultCohort StudiesExomeExome SequencingFemaleGenetic TestingGenomicsHumansMaleMiddle AgedPhenotypeSaudi ArabiaYoung AdultClinical utilityExomeFounder variantsMendelian phenocopiesNovel allelic disordersNovel disease genesRare diseasesReflex genomeUnderrepresented population

Identifiers

PMID41024252
PMCPMC12477811

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