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Genetics in Medicine

57 training papers 2019-06-25 – 2026-03-07

Top medRxiv preprints most likely to be published in this journal, ranked by match strength.

1
Features Influencing Diagnostic Yield of Exome Sequencing in the DECIPHERD Study in Chile
2026-02-22 genetic and genomic medicine 10.64898/2026.02.12.26345769
#1 (36.9%)
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BackgroundExome sequencing (ES) has become a key diagnostic tool for rare diseases (RDs). However, most evidence on ES performance comes from high-income countries and patients from European ancestry. In countries such as Chile, limited access to next generation sequencing amplifies health disparities and highlights the need to identify which patients are most likely to benefit from ES. MethodsThis study presents the second phase of the Chilean DECIPHERD project, in which we performed ES in a n...

2
A custom phenotypic profile for Fanconi anemia: Addressing gaps in existing disease annotations
2026-02-12 genetic and genomic medicine 10.64898/2026.02.10.26346018
#1 (34.0%)
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Fanconi anemia (FA) is a rare genetic disorder of impaired DNA repair characterized by progressive bone marrow failure, congenital malformations, and cancer predisposition. Early identification of individuals with FA is critical for timely clinical management, yet phenotype-driven approaches to FA identification are hindered by inconsistencies in existing phenotypic profiles. We compared the Human Phenotype Ontology (HPO) annotations for FA in OMIM (215 terms across 22 complementation group entr...

3
Gene Portals: A Framework for Integrating Clinical, Functional, and Structural Evidence into Rare Disease Variant Classification
2026-03-06 genetic and genomic medicine 10.64898/2026.03.05.26347086
Top 0.1% (30.0%)
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Rare Mendelian disorders affect 300-400 million people globally. Although genetic testing has become widely adopted, gene-specific evidence for tailored variant interpretation remains scattered across resources. We present Gene Portals, a framework for gene-centered multimodal knowledge bases that co-localize expert-harmonized clinical data, functional assays, population variation, structural annotations and gene-specific ACMG/AMP specifications within a single resource. A modular interface inte...

4
Performance Characteristics of Reasoning Large Language Models for Evidence Extraction from Clinical Genomics Literature
2026-02-19 genetic and genomic medicine 10.64898/2026.02.18.26346543
Top 0.2% (29.3%)
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BACKGROUNDGenetic variant curation, an important step in the implementation of Genomic Medicine, requires literature-guided comparison of variant prevalence in affected individuals versus healthy controls. This evidence is categorized as the PS4 evidence code by the AMP/ACMG variant interpretation guidelines and its manual extraction is a major bottleneck in clinical variant curation. This study aimed to evaluate whether reasoning-capable large language models (LLMs) can support guideline-constr...

5
De novo variants in LDB1 are linked to distinct neurodevelopmental phenotypes determined by variant location and differing pathomechanisms
2026-02-28 genetic and genomic medicine 10.64898/2026.02.26.26347174
Top 0.2% (23.6%)
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LDB1 encodes transcriptional regulator protein LIM-domain-binding protein 1, which plays an important role in neurogenesis. Few C-terminal likely gene disrupting (LGD) variants have been reported in the literature in individuals with congenital ventriculomegaly. Through international collaboration, we now assembled a cohort of 16 individuals with de novo variants affecting various regions of LDB1. Eleven variants affect either the whole gene or the N-terminal dimerization domain (including gene ...

6
How parents judge newborn screening expansion in the genomic era: a theory-informed survey in France from the SeDeN-p3 study
2026-02-24 genetic and genomic medicine 10.64898/2026.02.22.26346822
Top 0.2% (23.5%)
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BackgroundNewborn screening (NBS) has progressively expanded through technological innovations, from tandem mass spectrometry enabling expanded NBS (eNBS) to the prospect of genomic NBS (gNBS). While these developments promise earlier diagnosis and richer information, they also raise concerns regarding actionability, uncertainty, equity and psychosocial impact. As technological feasibility alone does not ensure public confidence, parental perspectives are central to evaluating future expansions....

7
Standardized transcriptome analysis improves rare disease diagnosis in the pan-European Solve-RD consortium
2026-02-14 genetic and genomic medicine 10.64898/2026.02.10.26345954
Top 0.2% (23.4%)
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RNA sequencing (RNA-seq) provides a powerful complement to DNA sequencing for uncovering pathogenic defects affecting gene expression and splicing in individuals with genetically undiagnosed rare disorders. However, as large rare disease consortia adopt RNA-seq, challenges arise due to cohort heterogeneity, variability in tissues and sample sizes, and differences in interpretation practices. Here, we present a harmonized analytical and interpretation framework developed by the pan-European Solv...

8
Variant curation of the largest compendium of FOXL2 coding and non-coding sequence and structural variants in BPES
2026-03-02 genetic and genomic medicine 10.64898/2026.02.24.25339471
Top 0.3% (23.2%)
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Heterozygous FOXL2 (non-)coding sequence and structural variants (SVs) lead to blepharophimosis, ptosis and epicanthus inversus syndrome (BPES), a rare, autosomal dominant developmental disorder characterized by a completely penetrant eyelid malformation and incompletely penetrant primary ovarian insufficiency (POI). We collected variants from our in-house database, generated via clinical genetic testing and downstream research testing in the Center for Medical Genetics Ghent, Belgium (2001-202...

9
Long-Term Healthcare Utilization After Genomic Diagnosis in Seriously Ill Children
2026-02-26 pediatrics 10.64898/2026.02.24.26345973
Top 0.3% (22.4%)
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ImportanceWhole genome sequencing (WGS) is increasingly used to diagnose severely ill children, yet the long-term impact of a genetic diagnosis on healthcare utilization and resource allocation remains poorly understood. ObjectiveTo determine the influence of a genetic diagnosis via WGS on long-term healthcare utilization metrics in severely ill children. DesignA retrospective cohort study using data from the Next Generation Children study (2016-2020) with record linkage and analysis of primar...

10
Evaluating mainstreaming in pediatric immunology: an optimal model of care
2026-02-26 genetic and genomic medicine 10.64898/2026.02.24.26347043
Top 0.3% (22.4%)
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PurposeWhile genomic testing is integral to pediatric inborn errors of immunity (IEI) care, few studies have examined strategies to support its optimal delivery. This study aimed to characterize a pediatric IEI cohort and assess the impact of implementing a mainstream model-of-care (MoC). Materials/MethodsComprehensive chart audit was conducted for patients ([≤]18y) who received IEI genomic testing in Queensland, Australia, from 2017-2025. Descriptive analyses captured demographic and clinic...

11
Tiny Babies, Big Data: ICD Billing Code Patterns in Neonates Diagnosed with Genetic Disease in the Neonatal Intensive Care Unit
2026-02-11 genetic and genomic medicine 10.64898/2026.02.08.26345857
Top 0.4% (21.9%)
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PurposeGenetic diseases often present and are first diagnosed in the neonatal intensive care unit (NICU). Accurate identification of neonates with genetic diagnoses (GDs) in electronic health records (EHR) would enable a more complete understanding of their phenotypic spectrum, advancing care and personalized medicine. Prior research has used International Classification of Diseases (ICD) billing codes as proxies for GDs, though their accuracy for detecting confirmed GDs is uncertain. We evaluat...

12
Breaking the 7 Mb barrier: Clinical cohort validation of genome-wide NIPT with fetal fraction enrichment and BinDel for detection of 1 Mb microdeletions and -duplications
2026-02-11 genetic and genomic medicine 10.64898/2026.02.10.26345955
Top 0.5% (18.5%)
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ObjectiveTo evaluate the analytical and clinical performance of fetal fraction (FF) enriched genome-wide noninvasive prenatal testing (GW-NIPT) for detection of clinically relevant copy number variants (CNVs) down to 1 Mb. MethodsWe retrospectively analyzed 10,501 singleton pregnancies tested with FF enrichment-based GW-NIPT between August 2023 and July 2025. CNV analysis was performed using BinDel and WisecondorX. ResultsFF enrichment increased median FF to 24% (2.4-fold increase). Clinically...

13
Language models reveal evidence gaps in variants of uncertain significance
2026-03-02 genetic and genomic medicine 10.64898/2026.02.28.26347206
Top 0.5% (18.4%)
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BackgroundMost rare coding variants in monogenic disease genes remain classified as Variants of Uncertain Significance (VUS), limiting their use in clinical care. Many variant classifications have been submitted to ClinVar, often with rich free-text summaries of the evidence underlying each classification. These narratives are not standardized and are difficult to mine systematically, making it challenging to identify variants that might be reclassified as new evidence becomes available. Method...

14
Characterizing SCN1A-Related Disorders Using Real-World Data Across 681 Patient-Years
2026-03-02 genetic and genomic medicine 10.64898/2026.02.24.26346493
Top 0.5% (18.0%)
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SCN1A-related disorders are the single most common monogenic cause of epilepsy and represent a major focus of precision medicine efforts. In conjunction with existing prospective studies, the analysis of real-world data obtained during routine clinical care can expand upon the scale and duration of available data and contribute to the development of meaningful outcomes for clinical trials. Here, we leveraged real-world data to delineate the longitudinal disease history of 100 individuals with S...

15
Phenotypic and transcriptomic characterisation of a novel biallelic RNU2-2 developmental and epileptic encephalopathy
2026-02-23 genetic and genomic medicine 10.64898/2026.02.19.26345867
Top 0.6% (17.3%)
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A significant proportion of individuals with suspected genetic developmental and epileptic encephalopathies (DEEs) remain unsolved following whole genome sequencing (WGS). We screened individuals who received WGS analyses at Genomic Medicine Centre Karolinska for Rare Diseases for biallelic RNU2-2 variants. Deep phenotyping was performed and phenotypic traits were transcribed to their corresponding Human Phenotype Ontology (HPO) term. HPO terms were used to generate pairwise phenotypic similari...

16
Investigating penetrance of severe combined immunodeficiency variants in an adult population cohort: implications for genomic newborn screening
2026-02-18 genetic and genomic medicine 10.64898/2026.02.17.26346478
Top 0.7% (14.8%)
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Severe combined immunodeficiency (SCID) is a heterogeneous, recessive disorder, associated with the onset of severe, recurrent infections in the first few months of life. SCID is fatal if left untreated, but outcomes can be significantly improved by prompt diagnosis and treatment, particularly prior to onset of infection. Consequently, SCID is already included in many newborn screening programmes around the world, as well as multiple international genomic newborn screening (gNBS) research progra...

17
Deep Agentic Variant Prioritisation for Expert Level Genetic Diagnosis Fast at Scale
2026-02-18 genetic and genomic medicine 10.64898/2026.02.17.26346421
Top 0.7% (14.5%)
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Genetic diagnosis remains a formidable challenge characterized by a diagnostic odyssey that spans years, with over half of rare disease patients remaining undiagnosed affecting more than 300 million people on earth. Clinicians must navigate through thousands of candidate variants against a noisy and fragmented literature landscape, a task that overwhelms human cognitive capacity and conventional decision-making approaches. Recent advances in agentic artificial intelligence systems have demonstra...

18
Monogenic Syndromes as a Cause of Adverse Drug Reactions in the Russian Population
2026-02-17 genetic and genomic medicine 10.64898/2026.02.13.26346297
Top 0.8% (13.9%)
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IntroductionAdverse drug reactions (ADRs) remain a major public health issue, and genetic factors contribute importantly to interindividual variability in drug response. Pharmacogenetic testing helps reduce ADR risk by optimizing drug selection and dosage, particularly in monogenic disorders. Material and MethodsWhole-exome sequencing of 6,739 samples from the Russian population was performed using the MGIEasy Universal DNA Library Prep Set on the DNBSEQ-G400 platform (MGI). Variants in 48 gene...

19
RNA sequencing resolves cryptic pathogenic variants in mitochondrial disease
2026-02-23 genetic and genomic medicine 10.64898/2026.02.23.26345976
Top 0.9% (11.9%)
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BackgroundMitochondrial diseases are the most common inherited metabolic disorders, characterized by pronounced clinical and genetic heterogeneity that complicates molecular diagnosis. Although DNA-based sequencing approaches have become standard in genetic testing, up to half of patients remain without a definitive diagnosis. RNA sequencing (RNA-seq) provides a complementary layer of evidence by revealing functional consequences of genetic variation, thereby improving diagnostic yield. Methods...

20
Short tandem repeats significantly contribute to the genetic architecture of metabolic and sensory age-related hearing loss phenotypes
2026-02-18 genetic and genomic medicine 10.64898/2026.02.17.26346449
Top 0.9% (11.8%)
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Age-related hearing loss (ARHL) is a progressive, bilateral decline in hearing ability that affects one in four individuals over 60 years of age worldwide. While previous genome-wide association studies (GWAS) have identified distinct single-nucleotide variants (SNVs) associated with metabolic and sensory ARHL phenotypes, the contribution of short tandem repeats (STRs) - a neglected yet important class of genetic variants - remains poorly understood. To address this gap, TRTools was used to impu...