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PubMed2026

Risks of non-breast, non-ovarian cancers for BRCA1 and BRCA2 pathogenic variant carriers: a prospective cohort study.

BACKGROUND: The non-breast non-ovarian cancers associated with BRCA1 and BRCA2 pathogenic variants (PVs) are controversial. We aimed to examine this using a prospective cohort design. METHODS: This study included 1260 BRCA1 and 1058 BRCA2 PV carriers (91% were females) from two consortia: the Breast Cancer Family Registry (BCFR) and the Kathleen Cuningham Foundation Consortium for Research into Familial Breast Cancer Follow-Up Study (kConFab-FUS). The carriers were free of cancer other than breast or ovarian cancer at baseline and had a median baseline age of 45.5 years. For 16 types of non-breast, non-ovarian cancers, standardized incidence ratios (SIRs) relative to population incidence, the probabilities of relative risk effect size > 2 (i.e., moderate risk) and cumulative risks to age 80 years were estimated. RESULTS: During a median follow-up time of 11.4 years, 161 non-breast, non-ovarian cancers were observed. For BRCA1 PV carriers, little evidence of increased risk was observed. The prostate, pancreatic, and all non-pancreatic cancer SIRs were 1.7 (95% CI 0.7-4.2), 1.1 (95% CI 0.3-4.6) and 0.85 (95% CI 0.68-1.06), respectively; the probabilities of relative risk > 2 were 0 and 67% for prostate and pancreatic cancers, respectively. For BRCA2 PV carriers, increased risks of pancreatic (SIR = 6.6, 95% CI 3.8-11.6), prostate (SIR = 3.6, 95% CI 1.9-6.8) and stomach (SIR = 3.1, 95% CI 1.01-9.8) cancer were observed, with a cumulative risk to age 80 years of 8.3, 82.0, and 1.6%, respectively. For all the other non-breast, non-ovarian cancers combined, the SIR was 0.85 (95% CI 0.66-1.10). CONCLUSIONS: Apart from pancreatic, prostate, and possibly stomach cancers for BRCA2 PV carriers, and possibly pancreatic cancer for BRCA1 PV carriers, there is no evidence that BRCA1 and BRCA2 PV carriers have substantially increased risks of other non-breast, non-ovarian cancers. Our prospective risk estimates are informative for cancer risk assessment for people with BRCA1 and BRCA2 PVs.

Humans↗

PubMed2026

The Same Homozygous Pathogenic Variant in CHAT Underlies Lethal Fetal Akinesia Syndrome in Three Xhosa South African Fetuses.

What is already known about this topic? ◦. Biallelic pathogenic variants in CHAT cause congenital myasthenic syndrome (CMS), typically presenting postnatally with episodic apnea and neuromuscular weakness. CHAT encodes choline acetyltransferase, essential for acetylcholine synthesis at the neuromuscular junction, and previously has not been associated with uniformly lethal prenatal phenotypes. What does this study add? ◦. We demonstrate that biallelic CHAT variants can cause severe fetal akinesia resulting in lethal multiple pterygium syndrome, expanding the phenotypic spectrum to include presentation, lethality and supporting inclusion of CHAT in fetal akinesia gene panels.

CHAT↗

PubMed2024

Novel pathogenic variant in a mild case of type B molybdenum cofactor deficiency: case report and literature review.

BACKGROUND: Molybdenum cofactor deficiency (MoCD) is a rare metabolic disorder caused by pathogenic variants in the highly conserved biosynthetic pathway of molybdenum cofactor (MoCo), resulting in sulfite intoxication. MoCD may present in a clinically severe, fatal form marked by intractable seizures after birth, hyperekplexia, microcephaly and cerebral atrophy, or a later onset form with a more varied clinical course. Three types of MoCD have been described based on the effected gene along the MoCo synthesis pathway: type A (MOCS1); type B (MOCS2 or MOCS3) and type C (GPHN). The MOCS2 gene is bicistronic, encoding the small (MOCS2A) and large (MOCS2B) subunits with an overlapping coding region. This case report describes a patient with the first known variant causative of mild disease in the overlapping bicistronic region (c.263 G > C) and the first ever described in the highly conserved C-terminal glycine-glycine motif of MOCS2A. CASE PRESENTATION: The patient developed normally until age 12 months when she presented in the setting of acute illness with developmental regression, low serum uric acid, and MRI with bilateral globus pallidus (GP) injury. Exome sequencing identified a homozygous variant of unknown significance in the MOCS2 gene and the diagnosis of MoCD type B was confirmed by the patient's low serum uric acid coupled with elevated urine sulfocysteine and associated metabolites, resulting in gene reclassification. Nearly four years after her initial presentation she has demonstrated progress in language and motor domains, consistent with a mild phenotype of MoCD. CONCLUSIONS: The case emphasizes challenges in identifying atypical forms of rare diseases, the importance of exome sequencing to identify mild cases of MoCD, and the ongoing challenges with understanding the MOCS2 gene. While one FDA approved treatment exists for MoCD type A, further research into the mechanisms of phenotype-genotype differences among this patient population may aid in additional therapeutic options for MoCD.

Female↗

PubMed2026

Generation of an induced pluripotent stem cell line, LGMi002-A, from a Bardet-Biedl Syndrome patient with a BBS5 homozygous pathogenic variant.

The human induced pluripotent stem cell (iPSC) line, iPSC-BBS5stbg1, derived from a patient with a Bardet-Biedl Syndrome (BBS) phenotype and carrying a BBS5 homozygous pathogenic variant: c.123delA, p.Gly42Glufs*11 is described. The reprogramming of the patient's dermal fibroblasts was achieved using the non-integrative Sendai virus system delivering the OCT4, SOX2, KLF4 and c-MYC (OSKM) transcription factors. The established iPSC line iPSC-BBS5stbg1 displays typical iPSC morphology, maintains genomic stability, and demonstrates the ability to differentiate into cell types representative of the three embryonic germ layers. This iPSC line constitutes robust and relevant cellular model for studying BBS-associated disease mechanisms and ciliary dysfunction.

Humans↗

PubMed2026

Impact of BRCA2 pathogenic variants on outcomes to first-line CDK4/6 inhibitors plus endocrine therapy in HR-positive/HER2-negative metastatic breast cancer.

BACKGROUND: Currently, three cyclin-dependent kinase 4 and 6 inhibitors (CDK4/6i) are approved in combination with endocrine therapy (ET) as first-line treatment of patients with hormone receptor (HR)-positive/human epidermal growth factor receptor 2 (HER2)-negative metastatic breast cancer (MBC). The impact of homologous recombination repair (HRR) pathogenic variants (PV) on outcomes with first-line CDK4/6i plus ET in HR-positive/HER2-negative MBC remains uncertain. PATIENTS AND METHODS: We conducted a multicenter, real-world, case-control study including 233 patients with HR-positive/HER2-negative MBC treated with first-line CDK4/6i and ET. Among them, 116 presented HRR PVs and 117 were matched controls with negative germline testing. The primary objective was to compare progression-free survival (PFS) and overall survival among germline-BRCA2 PV carriers, other HRR PV carriers, and controls. To minimize baseline differences in prognostic factors between PV carriers and controls, inverse probability of treatment weighting was applied. Molecular analyses in pre-CDK4/6i samples among patients with BRCA2 PV were carried out, including RAD51-foci, PAM50 intrinsic subtype, and RB1 loss of heterozygosity (LOH). RESULTS: Among the included 233 patients, median age at diagnosis was 45 years (interquartile range 39-56) and 33% had de novo metastatic disease. Primary resistance to adjuvant ET was present in 10% and secondary resistance in 27%. After a median follow-up of 44 months, patients with germline-BRCA2 PVs (n = 67) had significantly shorter PFS [11 versus 27 months; adjusted hazard ratio (aHR) 2.73, 95% confidence interval (CI) 1.65-4.51, P < 0.001] compared with controls. Among patients with endocrine-sensitive disease, germline BRCA2 PV carriers had markedly shorter PFS (median PFS 12 versus 39 months; aHR 4.04; 95% CI 1.82-8.98, P < 0.001). Exploratory analyses revealed RB1 LOH before CDK4/6i-treatment in most evaluable BRCA2 tumors. CONCLUSIONS: BRCA2 PVs were independently associated with poorer outcomes to first-line CDK4/6i plus ET in HR-positive/HER2-negative MBC compared with controls, especially relevant among patients with endocrine-sensitive disease. These findings suggest that patients with a germline PV in BRCA2 may require alternative first-line strategies.

Humans↗

PubMed2026

Risk of desmoid tumor based on APC pathogenic variant location and surgical history in familial adenomatous polyposis: a U.S. community cohort study.

Desmoid tumors (DT) are a leading cause of morbidity and mortality in patients with familial adenomatous polyposis (FAP), yet available data on DT risk remain limited and have been largely derived from large registries or tertiary referral centers. Risk in community-based U.S. populations is poorly defined, which hinders presurgical counseling. We conducted a retrospective cohort study of patients with pathogenic or likely pathogenic variants (PV/LPV) in APC identified through the Kaiser Permanente Northern California Electronic Database, a community-based system serving 4.6 million members. We evaluated the association of APC PV/LPV location and prior abdominal surgery with DT risk using multivariable logistic regression, adjusting for sex, race and ethnicity, and family history. Among 328 patients with FAP, 36 (11.0%) developed DT. DT risk was highest when the APC variant was centrally located (codon 600-1600). Family history was independently associated with increased risk (adjusted odds ratio [aOR] 4.34; 95% confidence interval [CI] 1.12-16.86). All colorectal surgeries were associated with a significantly elevated DT risk: ileostomy (aOR 12.07; 2.10-69.47), subtotal colectomy with ileorectal anastomosis (aOR 9.03; 1.63-49.96), and total proctocolectomy with ileal pouch-anal anastomosis (aOR 10.98; 2.12-56.81). In contrast, non-colorectal surgery was not associated with increased risk (aOR 0.73). In this large community-based U.S. cohort, central APC variant location, family history, and colorectal surgery were associated with increased DT risk. Our findings extend the current literature on DT risk in FAP and help refine presurgical risk-stratification and counseling for these patients.

Humans↗

PubMed2024

Identification of a novel EYA4 likely pathogenic variant in a Chinese family with postlingual non-syndromic hearing loss and analysis of molecular epidemiology of EYA4 variants.

BACKGROUND: EYA4 variants are responsible for DFNA10 deafness. Due to its insidious onset and slow progression, hearing loss in autosomal dominant non-syndromic hearing loss (ADNSHL) is usually challenging to detect early in clinical settings, with limited intervention options. Genetic testing can aid in early detection of hearing loss, enabling timely intervention to reduce disability rates and improve the quality of life. METHODS: In this study, we report the case of a Chinese family with postlingual and progressive hearing loss that was passed down for four generations. Whole-exome sequencing (WES) was performed on DNA samples from the proband. Candidate variants identified in the proband and family members were confirmed via Sanger sequencing. In silico prediction tools and co-segregation analyses were used to assess the pathogenicity of identified variants. A literature review of known EYA4 variants was performed, analysing variant frequency, distribution characteristics across different populations, and genotype-phenotype correlations. RESULTS: We identified a novel EYA4 variant, c.1745_1748del (p.Glu582ValfsTer6), in a Chinese family with ADNSHL, and co-segregation with the family's phenotype was confirmed. The audiometry showed mid-to-high frequency downsloping hearing loss. To date, 52 pathogenic variants of EYA4 have been reported, with majority identified in Asian populations. Most observed are the missense and frameshift variants. CONCLUSIONS: A novel variant of EYA4 was identified in a Chinese family with postlingual hearing loss, contributing to the expanding spectrum of EYA4 variants. The audiological features of EYA4 variants are highly heterogeneous and often challenging to detect early in clinical settings. Our findings highlight the significance of genetic testing in patients presenting with postlingual hearing loss.

Humans↗

PubMed2024

WilsonGenAI a deep learning approach to classify pathogenic variants in Wilson Disease.

BACKGROUND: Advances in Next Generation Sequencing have made rapid variant discovery and detection widely accessible. To facilitate a better understanding of the nature of these variants, American College of Medical Genetics and Genomics and the Association of Molecular Pathologists (ACMG-AMP) have issued a set of guidelines for variant classification. However, given the vast number of variants associated with any disorder, it is impossible to manually apply these guidelines to all known variants. Machine learning methodologies offer a rapid way to classify large numbers of variants, as well as variants of uncertain significance as either pathogenic or benign. Here we classify ATP7B genetic variants by employing ML and AI algorithms trained on our well-annotated WilsonGen dataset. METHODS: We have trained and validated two algorithms: TabNet and XGBoost on a high-confidence dataset of manually annotated, ACMG & AMP classified variants of the ATP7B gene associated with Wilson's Disease. RESULTS: Using an independent validation dataset of ACMG & AMP classified variants, as well as a patient set of functionally validated variants, we showed how both algorithms perform and can be used to classify large numbers of variants in clinical as well as research settings. CONCLUSION: We have created a ready to deploy tool, that can classify variants linked with Wilson's disease as pathogenic or benign, which can be utilized by both clinicians and researchers to better understand the disease through the nature of genetic variants associated with it.

Hepatolenticular Degeneration↗

PubMed2025

Extracting and calibrating evidence of variant pathogenicity from population biobank data.

Genomic medicine requires a robust evidence base of variant phenotypic impacts, which remains incomplete even in extensively studied genes with monogenic disease associations. Here, we evaluated the broad potential of using population cohort data to identify evidence that can be used in variant assessment. Across 41 genes related to 18 clinically actionable monogenic phenotypes, we calculated variant-level odds ratios of disease enrichment using data from 469,803 UK Biobank participants. We found significant differences in odds ratio values between ClinVar-labeled pathogenic and benign variants in 11 phenotypes, spanning both common and rare disorders. To facilitate clinical translation, we calibrated the strength of evidence provided by variant-level odds ratios to align with American College of Medical Genetics and Genomics and the Association for Molecular Pathology (ACMG/AMP) interpretation guidelines (PS4 criterion) and found that odds ratios may reach "moderate," "strong," or "very strong" evidence, varying by phenotype and gene. Overall, we found that 2.6% (N = 12,350) of participants harbor a rare variant of uncertain significance (VUS) with at least moderate evidence of pathogenicity-an indication of potentially unrecognized disease risk. Finally, by incorporating computational and functional data alongside population-based odds ratios, we identified variants that met the criteria for clinical reclassification. Notably, using this approach, we identified that 12.4% of rare VUSs in LDLR seen in participants meet diagnostic criteria to be classified as likely pathogenic, demonstrating its potential to scale the reclassification of VUSs.

Humans↗

PubMed2026

Large-scale functional annotation establishes a reference framework for human LRRK2 variants.

Pathogenic variants in leucine-rich repeat kinase 2 (LRRK2)1are among the most frequent monogenic causes of Parkinson's disease (PD)2 and act through a gain-of-function mechanism of increased kinase activity. LRRK2-targeted therapies are in clinical development, but interpretation of the rapidly expanding catalogue of rare LRRK2 variants remains a barrier to translation. Here, we present functionally annotated data on >350 LRRK2 coding variants using a standardized cellular assay with Rab10 phosphorylation as a readout of kinase activity and integrated these data with curated genetic and clinical annotations from the Movement Disorders Society Genetic Mutation Database (MDSGene). Variants differed in activation magnitude, ranging from modest increases (e.g., p.G2019S) to strongly activating substitutions such as p.Y1699C or p.L1795F. Activating variants occurred across the full length of LRRK2, although the largest effects clustered within the ROC-COR regulatory hub, where structural analysis identified subdomains forming an allosteric scaffold controlling kinase output. All known/established pathogenic variants showed increased activity, whereas benign and likely benign variants remained within the wild-type range. Functional effect sizes correlated with pathway activation in patient-derived immune cells, altogether providing a framework for ACMG-based variant interpretation in which kinase activation can support PS3 functional evidence for reclassification of variants.

Protein phosphorylation↗

PubMed2026

A Novel BRCA1 Pathogenic Variant in Tunisian Patient With High Grade Ovarian Cancer: Favorable Therapeutic Response to Olaparib.

BACKGROUND: Ovarian cancer is one of the leading causes of death from gynecological cancer worldwide. Genetic mutations in genes involved in key cellular functions such as BRCA1/2 play a central role in tumorigenesis and have major implications for targeted therapeutic strategies, especially the use of poly (ADP-ribose) polymerase (PARP) inhibitors. CASE: Herein, we described a case of a 50-year-old woman diagnosed with severe anemia secondary to heavy menometrorrhagia. Initial gynecological evaluation, including transvaginal ultrasound, was unremarkable, and endometrial biopsy was not indicated. Imaging revealed no ovarian abnormalities; however, exploratory laparotomy identified a peritoneal nodule, leading to further investigation. Targeted NGS was performed on somatic and germline DNA samples and showed a frame shift deletion of 10 bp (c.1256_1265del: p.R419Ter) in the BRCA1 gene. This variant, identified only in tumor tissues, is novel and classified as pathogenic in ClinVar and ACMG databases. Additional somatic alterations were detected in TP53 and MSH6, while germline testing revealed only a variant of uncertain significance in BARD1. After first-line chemotherapy, the patient benefited from olaparib and achieved a progression-free survival of 23 months with good tolerance and no evidence of disease recurrence. CONCLUSION: This finding highlights the importance of integrating tumor-based genomic profiling with germline testing to identify actionable mutations and guide precision oncology. The identification of a novel somatic BRCA1 mutation expands the mutational spectrum of HGSOC and underscores the need to include underrepresented populations, such as those from North Africa, in genomic studies.

Humans↗

PubMed2026

Clinical characteristics and prognostic impact of multiple pathogenic variants across the genetic spectrum of arrhythmogenic and dilated cardiomyopathies.

BACKGROUND: Arrhythmogenic and dilated cardiomyopathies (ACM and DCM, respectively) are genetically heterogeneous disorders of the right and/or left ventricles associated with an increased risk of major arrhythmic events (MAE) and end-stage heart failure (ESHF). In arrhythmogenic right ventricular cardiomyopathy (ARVC), the presence of >1 pathogenic or likely pathogenic (P/LP) variant is associated with worse outcomes. Whether this phenomenon occurs for non-desmosomal arrhythmogenic left ventricular cardiomyopathy (ALVC)/DCM genes is unknown. OBJECTIVE: This study aimed to evaluate the impact of single vs multiple P/LP variants on arrhythmic and heart failure outcomes across the ACM/DCM genetic spectrum. METHODS: We retrospectively analyzed 1054 genotype-positive patients with ≥1 P/LP variant in a definitive or strong evidence ARVC- or ALVC/DCM-causative gene. Primary endpoints were MAE (sustained ventricular tachycardia, ventricular fibrillation, aborted cardiac arrest, appropriate implantable cardioverter-defibrillator therapy, and sudden cardiac death) and ESHF (transplant or heart failure death). RESULTS: Of the 1054 patients, 27 (3%) harbored >1 P/LP variants (21 with ≥1 ALVC/DCM gene; 6 with >1 ARVC gene). MAE occurred in 20% of single-variant patients compared with 48% and 50% of those with >1 P/LP variants in ≥1 ALVC/DCM- and >1 ARVC-susceptibility gene(s), respectively. ESHF occurred in 9%, 29%, and 17% of patients, respectively. On adjusted analysis, >1 P/LP variants in ≥1 ALVC/DCM-susceptibility (MAE hazard ratio [HR], 2.46 [1.28-4.72]; P = .01 and ESHF HR, 3.15 [1.35-7.37], P = .01) and >1 ARVC-susceptibility gene(s) (MAE HR, 2.67 [1.28-8.72], P = .03) were independent predictors of the primary endpoints. CONCLUSION: Multiple P/LP variants confer an increased risk of arrhythmic events and heart failure across the ACM/DCM spectrum.

Arrhythmogenic cardiomyopathy↗

PubMed2026

Prevalence and Clinical Impact of Pathogenic Variants in Cardiomyopathy Genes Among Individuals with Cardiac Conduction Disorders.

IMPORTANCE: Cardiac conduction disorders have traditionally been regarded as a secondary manifestation of underlying structural heart diseases. However, isolated conduction disorders may precede the onset of heart failure (HF) suggesting shared mechanisms. OBJECTIVE: To evaluate the prevalence and clinical significance of pathogenic/likely pathogenic (P/LP) rare variants in cardiomyopathy genes among individuals with conduction disorders. DESIGN SETTING AND PARTICIPANTS: Biobank analysis of 192,834 participants with whole genome sequence data from Vanderbilt's BioVU and 353,092 participants from the All of Us Research Program (AoU). Participants with primary conduction disorder (left bundle branch block [LBBB], right bundle branch block [RBBB], high-grade atrioventricular block [AVB]) were identified after excluding secondary causes. EXPOSURES: P/LP variants in cardiomyopathy genes. MAIN OUTCOMES AND MEASURES: Primary outcome was P/LP carrier status by age and HF status. Secondary outcomes included incident HF and composite ventricular arrhythmias/sudden cardiac death/mortality (VA/SCD/mortality). RESULTS: Among 16,959 participants with conduction disorders in BioVU and 13,442 in AoU, 432 (2.6%) and 206 (1.5%) were P/LP carriers, respectively. Conduction disorder was independently associated with carrier status (BioVU p<0.001; AoU p=0.005). Carrier probability varied by age at conduction disorder onset and HF status. Among participants with HF at age 30 years, predicted carrier probability for LBBB was 7.5% in BioVU and 20.2% in AoU; for high-grade AVB, 7.7% and 8.5%, respectively, compared with 3.7% and 2.9% among those with HF without conduction disorder. P/LP carrier status among participants with conduction disorders was associated with increased risk of incident HF (BioVU p<0.001; AoU p<0.001) and ventricular arrhythmia/sudden death/mortality (BioVU p<0.001; AoU p<0.001). Carriers also demonstrated increased susceptibility to conduction disorder following HF diagnosis, including more than two-fold higher risk of third-degree AVB (BioVU aOR 2.48, 95% CI 1.85-3.32; AoU aOR 2.26, 95% CI 1.35-3.80). CONCLUSIONS: Adults with primary conduction disorders have an increased prevalence of P/LP variants in cardiomyopathy genes, which is most pronounced with diagnoses at early ages of adulthood. Furthermore, there is evidence of an interaction between P/LP carrier status and conduction disorder to increase HF risk and composite cardiovascular outcomes, underscoring the potential role of genetic evaluation in patients with primary conduction disorders to inform long-term outcomes.

Journal Article↗

PubMed2025

Antenatal phenotype associated with PAK2 pathogenic variants: bilateral pleural effusion as a warning sign.

Fetal pleural effusions can arise in various contexts with different prognosis. They have been reported in fetuses presenting with hereditary or acquired conditions. One particularly rare genetic disorder, known as Knobloch syndrome, seems to emerge as a potential new cause of fetal pleural effusions, associated with severe outcomes. Knobloch syndrome 1 can be caused by biallelic variants in COL18A1. It is primarily characterized by its ophthalmic features, including severe vitreoretinal degeneration with retinal detachment and macular abnormalities. Neurological defects such as encephalocele and developmental delay, along with skeletal and renal malformations, are also associated with the syndrome. The Knobloch syndrome 2 is caused by monoallelic variants in the kinase domain of PAK2. It is less described and seems to also be associated with cardiac and respiratory damage in addition to the Knobloch syndrome 1 phenotype. PAK2 is a ubiquitous protein with a major implication in regulation and remodeling of the cytoskeleton and numerous other cellular pathways. Knobloch-associated variants seem to cause a loss of the kinase function of the protein. Even if the ophthalmic defects are almost constant, PAK2-associated Knobloch syndrome has slightly different features from Knobloch syndrome 1 in which pulmonary and lymphatic damages are still unseen. In a prenatal trio exome sequencing, we identified a novel de novo PAK2 missense variant, NM_002577.4:c.836 A > C, p.(Gln279Pro), classified as likely pathogenic in a 24 weeks of gestation fetus whose only sign was severe bilateral pleural effusion. From a literature review of patients, we recognize this sign as an important antenatal indicator of Knobloch syndrome 2, as it was the first sign identifiable in 2 out of 5 patients. This adds new evidence for the implication of this gene in fetal pleural effusions, with potentially severe outcomes.

Female↗

PubMed2025

Integrating AlphaFold2 models and clinical data to improve the assessment of Short Linear Motifs (SLiMs) and their variants' pathogenicity.

Short Linear Motifs (SLiMs) are protein functionally relevant regions that mediate reversible protein-protein interactions. Variants that disrupt SLiMs can lead to numerous Mendelian diseases. Although various bioinformatic tools have been developed to identify SLiMs, most suffer from low specificity. In our previous work, we demonstrated that integrating sequence variant information with structural analysis can enhance the prediction of true functional SLiMs while simultaneously generating tolerance matrices that indicate whether each of the 19 possible single amino acid substitutions (SASs) is tolerated. However, the scarcity of representative crystallographic structures of SLiM-receptor complexes posed a significant limitation. In this study, we demonstrate that these interactions can be modeled using AlphaFold2 (AF2) to generate high-quality structures that serve as input for our MotSASi method. These AF2-derived structures show robust performance, both in reproducing known structures deposited in the Protein Data Bank (PDB) and in reflecting the deleterious effects of known sequence variants. This updated version of MotSASi expands the repertoire of high-confidence predicted SLiMs and provides a comprehensive catalog of variants located within SLiMs, along with their respective deleteriousness assessments. When compared to AlphaMissense, MotSASi demonstrates superior performance in predicting variant deleteriousness. By contributing to the accurate identification and interpretation of variants, this work aligns with ACMG/AMP standards and aims to improve diagnostic rates in clinical genomics.

Humans↗

PubMed2026

Intellectual disability, neuroregression and adult-onset progressive dystonia due to a DLG4 pathogenic variant.

We report a 34-year-old male with childhood developmental delay, severe intellectual disability in adulthood, episodes of agitation with a previous diagnosis of schizoaffective disorder and adult-onset cognitive regression who developed progressive generalised dystonia due to a de novo DLG4 pathogenic loss-of-function variant. This case expands the phenotypic spectrum of recognised movement disorder manifestations associated with DLG4-related synaptopathy.

Humans↗

PubMed2023

Structural and functional insights into a novel homozygous missense pathogenic variant in CUL7 identified in consanguineous Pakistani family.

3M syndrome is a rare genetic familial disorder characterized by short stature, growth retardation, facial dysmorphism, skeletal abnormalities, fleshy protruding heels, and normal intelligence, caused by mutations in the CUL7, OBSL1 and CCDC8 genes. In the present study, a novel homozygous missense variant of CUL7 (NP_001161842.1, c.4493T > C, p.L1498P) has been identified in a consanguineous Pakistani family by whole exome sequencing. In silico structural evaluation, molecular docking and simulation studies of mutant CUL7 provides substantial evidence about its crucial role in the progression of discussed ailment. The newly discovered variant significantly altered the protein's three dimensional structure, leading to abnormal interaction with binding proteins. This computational and experimental investigation provides useful information to drug developers for the synthesis of novel therapeutics against the discussed ailment.Communicated by Ramaswamy H. Sarma.

Humans↗

PubMed2025

Pathogenic variants in MAEA disrupt DNA replication fork stability and are associated with developmental abnormalities in humans.

Replication stress (RS) poses a threat to genome stability and drives genomic rearrangements. The homologous recombination (HR) pathway repairs stalled replication forks (RFs) and prevents such instability. Through an E3 ubiquitin ligase screen aimed at identifying regulators of RAD51, we identified macrophage erythroblast attacher (MAEA), a core component of C-terminal to Lish (CTLH) E3 ubiquitin ligase complex, as a regulator of the HR pathway. Loss of MAEA impairs RAD51 recruitment at stalled RFs, leading to increased sensitivity to RS-inducing agents and excessive degradation of nascent DNA strands. Mechanistically, MAEA associates with and mediates the ubiquitylation of Ku80, enabling its removal from RF ends and facilitating the loading of RAD51. Notably, MAEA deficiency is associated with a developmental disorder involving microcephaly, craniofacial abnormalities, ocular defects, and heart malformations. Functional assays show that disease-linked MAEA variants (R34C, E349G, Y394D, and M396R) are defective in RS response. These findings establish MAEA as an essential factor in RF protection and genome integrity.

Humans↗