Evidence map›Paper›PMID 41764281›Full record

ArticleScientific reports2026

Whole exome sequencing and 12-SNP LDL polygenic score in South Indian patients with familial hypercholesterolemia.

Nithya Abraham, Praveen V P, Usha Menon, Nisha Bhavani, Vasantha Nair, Marta Futema, Renjitha Bhaskaran, Ramesh Menon, Sarita Sekhar, Sajitha Krishnan and 2 more

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Nithya AbrahamDepartment of Endocrinology and Diabetes, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India. nithya21039@aims.amrita.edu.
Praveen V PDepartment of Endocrinology and Diabetes, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India.
Usha MenonDepartment of Endocrinology and Diabetes, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India.
Nisha BhavaniDepartment of Endocrinology and Diabetes, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India.
Vasantha NairDepartment of Endocrinology and Diabetes, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India.
Marta FutemaCardiovascular and Genomics Research Institute, School of Health & Medical Sciences, City St George's University of London, London, UK.
Renjitha BhaskaranDepartment of Statistics, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India.
Ramesh MenonMedgenome Labs, Bangalore, India.
Sarita SekharDepartment of Cardiology, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India.
Sajitha KrishnanDepartment of Biochemistry, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India.
Harish KumarDepartment of Endocrinology and Diabetes, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India.
Devaki R NairUniversity college of London and Royal Free London NHS Foundation Trust, London, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Heterozygous familial hypercholesterolemia (FH), a monogenic cause for premature coronary artery disease (CAD) is often underdiagnosed. In individuals who meet the FH diagnostic criteria and lack pathogenic variants, polygenic factors are recognized as potential contributors. This study aimed to characterize the spectrum of genetic variants and determine the low-density lipoprotein polygenic risk score (LDL-PRS) among clinically diagnosed FH participants from South India. We recruited 116 unrelated participants with a pretreatment LDL- C concentration ≥ 190 mg/dl and a DLCN (Dutch Lipid Clinic Network) score ≥ 3. Targeted next-generation sequencing (NGS) of 23 lipid related genes and 12-SNP (Single nucleotide polymorphism) genotyping were performed. NGS identified 39 variants including 13 pathogenic and 26 variants of unknown significance (VUS) some of which were in non-classical genes: ABCG5, ABCG8, APOE, PPP1R17, SREBF2. Pathogenic variants were detected in 66.7% of those with definite FH,19.7% in probable FH and 2.7% in possible FH. Overall,66% were variant negative. Among variant negative (FH/V-) participants, 64% demonstrated high LDL-PRS, whereas 70% of variant positive participants also exhibited elevated scores; suggesting a contributory role of polygenic factors across both groups. Additionally, the observation that variant positive individuals with high LDL-PRS have an increased risk of coronary artery disease (CAD) adds important nuance to risk stratification within genetically confirmed FH patients. Confirmation of diagnosis by genetic testing is essential for the diagnosis of FH. Although LDL-PRS may offer little benefit in variant negative cases and improve CAD risk prediction in variant positive individuals, large scale studies are essential to validate its clinical utility and assess whether inclusion of additional LDL- raising SNPs could enhance the detection of polygenic FH in the Indian population.

Indexed as

Cholesterol, LDLExome SequencingHyperlipoproteinemia Type IIMultifactorial InheritancePolymorphism, Single NucleotideAdultCoronary Artery DiseaseFemaleGenetic Predisposition to DiseaseGenetic Risk ScoreHumansIndiaMaleMiddle AgedCholesterol, LDLFamilial hypercholesterolemiaIndiaLDL- PRSMonogenicPolygenicVariant

Identifiers

PMID41764281
PMCPMC13057239

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