Evidence map›Paper›PMID 41520097›Full record

Observational studyEuropean journal of human genetics : EJHG2026

Unexpected genotypes associated with severe paediatric conditions identified in a healthy population cohort.

Yasmin Bylstra, Weng Khong Lim, Jing Xian Teo, Melody Menezes, Jan Hodgson, Fabian Yap, John C Chambers, Khung Keong Yeo, Patrick Tan, David J Amor and 1 more

Registry-linked trialAbstract readObservational Study
In one paragraph

Observational study in European journal of human genetics : EJHG, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02791152 (SingHEART), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

NCT02791152 recruitingnot on this map

SingHEART: Effects of Physical Activity, Ambulatory Blood Pressure and Calcium Score on Cardiovascular Health in Normal People

TypeobservationalSponsorNational Heart Centre SingaporeRan2015 to 2036Enrolled1,000ConditionsMyocardial Infarction
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

11 authors.

Yasmin BylstraSingHealth Duke-NUS Institute of Precision Medicine, Singapore, Singapore.
Weng Khong LimSingHealth Duke-NUS Institute of Precision Medicine, Singapore, Singapore.ORCID 0000-0003-4391-1130
Jing Xian TeoSingHealth Duke-NUS Institute of Precision Medicine, Singapore, Singapore.
Melody MenezesDepartment of Paediatrics, The University of Melbourne, Melbourne, Australia.
Jan HodgsonDepartment of Paediatrics, The University of Melbourne, Melbourne, Australia.
Fabian YapInstitute of Molecular and Cellular Biology, Agency for Science, Technology and Research, Singapore, Singapore.ORCID 0000-0003-1083-7958
John C ChambersLee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
Khung Keong YeoDepartment of Cardiology, National Heart Centre Singapore, Singapore, Singapore.
Patrick TanGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore.
David J AmorDepartment of Paediatrics, The University of Melbourne, Melbourne, Australia. david.amor@mcri.edu.au.ORCID 0000-0001-7191-8511
Saumya S JamuarSingHealth Duke-NUS Institute of Precision Medicine, Singapore, Singapore. saumyashekhar.jamuar@duke-nus.edu.sg.ORCID 0000-0003-2341-8349

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The expansion of genomics provides opportunity to screen individuals beyond clinical indication yet the classification of genomic variants and implications for health outcomes in this context is still emerging. We investigated this further by analysing clinically relevant variants and expected clinical implications in a population with no reported medical conditions. Whole genomes from 9637 healthy unrelated research-consented participants in Singapore were analysed focusing on 1619 genes associated with severe paediatric disease. Association between causative variants and expected phenotype was assessed in correlation with participant characteristics and medical history where available. After considering protein impact, mode of inheritance and participant demographics for 110 variants, further analysis was performed for 44 variants occurring in 150 participants to understand clinical implications. Most carried variants associated with a mild phenotype (cystinuria), late onset (Fabry disease) or a potentially missed phenotype (Hajdu-Cheney syndrome). However, nine participants had variants associated with severe paediatric disease predicted to be symptomatic, such as limb-girdle muscular dystrophy and spastic paraplegia. Despite a cohort selected for absence of pre-existing health conditions, individuals were identified carrying variants associated with severe paediatric conditions. Further work is required to examine for subtle clinical symptoms or alternate genetic suppression mechanisms. This study revealed the challenge of predicting clinical outcomes from genotype-derived screening and emphasises the importance of expanding phenotype characterisation which is highly relevant in population and reproductive screening settings. Trial registration: NCT02791152.

Indexed as

GenotypeAdolescentChildChild, PreschoolCohort StudiesFemaleGenetic TestingHumansInfantMalePhenotype

Identifiers

PMID41520097
PMCPMC12963384

What Socratic holds

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Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.