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13 pages, 1015 KB  
Case Report
Adams–Oliver Syndrome Type 3: A Case Report of Concurrent RBPJ, CACNA1A, and Double-Heterozygous MTHFR Variants
by Grațian Cosmin Damian, Valerica Belengeanu, Cristina Popescu, Diana Marian, Ramona Amina Popovici and Carolina Cojocariu
Diagnostics 2026, 16(2), 274; https://doi.org/10.3390/diagnostics16020274 - 15 Jan 2026
Abstract
Background and Clinical Significance: Adams–Oliver syndrome type 3 (AOS3) is a rare congenital disorder typically characterised by terminal transverse limb defects and variable involvement of other organ systems. Although pathogenic variants in RBPJ are well established in AOS3, associated neurodevelopmental or psychiatric [...] Read more.
Background and Clinical Significance: Adams–Oliver syndrome type 3 (AOS3) is a rare congenital disorder typically characterised by terminal transverse limb defects and variable involvement of other organ systems. Although pathogenic variants in RBPJ are well established in AOS3, associated neurodevelopmental or psychiatric features have been only sporadically documented. Case Presentation: We describe a male patient first evaluated at the age of 10 years and subsequently re-evaluated at 14 years, with AOS3 presenting terminal limb defects together with autistic-like behaviour, cognitive difficulties, dyslexia, and recurrent depressive symptoms. Whole-exome sequencing (WES) identified a heterozygous pathogenic variant in RBPJ (c.505A>G; p.Lys169Glu), confirming the molecular diagnosis of autosomal dominant AOS3. Additional findings included a heterozygous missense variant in CACNA1A (p.Arg1678Cys), a gene linked to neurological disorders with broad phenotypic variability. Because of elevated homocysteine levels, the patient was also tested for MTHFR variants and was found to be heterozygous for C677T and A1298C. Conclusions: This case illustrates a rare combination of a validated AOS3-associated RBPJ variant, along with additional CACNA1A and MTHFR variants that may influence the patient’s neurocognitive and psychiatric characteristics. The results underscore the importance of comprehensive genetic testing in atypical AOS presentations and highlight the complexity of interpreting overlapping genetic factors. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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14 pages, 2704 KB  
Case Report
46,XY DSD with Partial Gonadal Dysgenesis and Growth Failure in a Patient with 3q27.1 Microdeletion: Candidate Gene Curation After Exhaustive Literature Review
by Lourdes Correa Brito, Sofía Suco, Bárbara Casali, Florencia Villegas, Paula Scaglia, Agustín Izquierdo, Jimena Lopez Dacal, Miguel Podestá, Martín Medin, Romina P. Grinspon, María Gabriela Ropelato and Rodolfo A. Rey
Int. J. Mol. Sci. 2026, 27(2), 821; https://doi.org/10.3390/ijms27020821 - 14 Jan 2026
Viewed by 41
Abstract
Complex genetic syndromes represent a diagnostic challenge due to their diverse phenotypic presentations, which often evolve over time and may not be fully evident at birth. Disorders of sex development (DSD) comprise congenital conditions with discordance between chromosomal, gonadal, and/or genital sex. In [...] Read more.
Complex genetic syndromes represent a diagnostic challenge due to their diverse phenotypic presentations, which often evolve over time and may not be fully evident at birth. Disorders of sex development (DSD) comprise congenital conditions with discordance between chromosomal, gonadal, and/or genital sex. In 46,XY gonadal dysgenesis, undervirilisation or female-appearing genitalia may occur despite a normal karyotype, and diagnosis increasingly relies on genomic approaches. Prenatal and postnatal growth failure has been described in patients with syndromic 46,XY DSD. We report a male patient with SGA, lack of postnatal catch-up growth, and syndromic dysgenetic 46,XY DSD followed longitudinally from infancy to 11 years, in whom whole-exome sequencing (WES) reanalysis revealed a pathogenic 2.7 Mb microdeletion at 3q27.1q27.2. Systematic review of previously reported 3q27.1 deletions identified overlapping phenotypes but limited documentation of gonadal dysfunction. Curation of 71 genes within the deleted region highlighted DVL3 and CLCN2 as potential contributors to the gonadal phenotype, although functional evidence remains lacking. This case expands the phenotypic spectrum of 3q27.1 microdeletion syndrome, suggesting that 46,XY gonadal dysgenesis may represent an under-recognised feature. It also underscores the importance of copy number variant (CNV) analysis and periodic re-evaluation of sequencing data to increase diagnostic yield. Full article
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29 pages, 969 KB  
Review
From Data to Decision: Integrating Bioinformatics into Glioma Patient Stratification and Immunotherapy Selection
by Ekaterina Sleptsova, Olga Vershinina, Mikhail Ivanchenko and Victoria Turubanova
Int. J. Mol. Sci. 2026, 27(2), 667; https://doi.org/10.3390/ijms27020667 - 9 Jan 2026
Viewed by 149
Abstract
Gliomas are notoriously difficult to treat owing to their pronounced heterogeneity and highly variable treatment responses. This reality drives the development of precise diagnostic and prognostic methods. This review explores the modern arsenal of bioinformatic tools aimed at refining diagnosis and stratifying glioma [...] Read more.
Gliomas are notoriously difficult to treat owing to their pronounced heterogeneity and highly variable treatment responses. This reality drives the development of precise diagnostic and prognostic methods. This review explores the modern arsenal of bioinformatic tools aimed at refining diagnosis and stratifying glioma patients by different malignancy grades and types. We perform a comparative analysis of software solutions for processing whole-exome sequencing data, analyzing DNA methylation profiles, and interpreting transcriptomic data, highlighting their key advantages and limited applicability in routine clinical practice. Special emphasis is placed on the contribution of bioinformatics to fundamental oncology, as these tools aid in the discovery of new biomarker genes and potential targets for targeted therapy. The ninth section discusses the role of computational models in predicting immunotherapy efficacy. It demonstrates how integrative data analysis—including tumor mutational burden assessment, characterization of the tumor immune microenvironment, and neoantigen identification—can help identify patients who are most likely to respond to immune checkpoint inhibitors and other immunotherapeutic approaches. The obtained data provide compelling justification for including immunotherapy in standard glioma treatment protocols, provided that candidates are accurately selected based on comprehensive bioinformatic analysis. The tools discussed pave the way for transitioning from an empirical to a personalized approach in glioma patient management. However, we also note that this field remains largely in the preclinical research stage and has not yet revolutionized clinical practice. This review is intended for biological scientists and clinicians who find traditional bioinformatic tools difficult to use. Full article
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11 pages, 1223 KB  
Case Report
Novel Homozygous Variants in CIDEC and WRN in a Young Female with Lipodystrophy and Thyroid Cancer
by Nivedita Patni, Chao Xing, Chun-Yuan Huang, Rebecca J. Brown and Abhimanyu Garg
Int. J. Mol. Sci. 2026, 27(2), 646; https://doi.org/10.3390/ijms27020646 - 8 Jan 2026
Viewed by 143
Abstract
Autosomal recessive familial partial lipodystrophy type 5 (FPLD5) due to a homozygous NP_001186481.1; p.E186* CIDEC variant has previously been reported in a 19-year-old female with diabetes mellitus, hypertriglyceridemia, and hepatic steatosis. Now, we report an 18-year-old Hispanic female who presented with FPL, along [...] Read more.
Autosomal recessive familial partial lipodystrophy type 5 (FPLD5) due to a homozygous NP_001186481.1; p.E186* CIDEC variant has previously been reported in a 19-year-old female with diabetes mellitus, hypertriglyceridemia, and hepatic steatosis. Now, we report an 18-year-old Hispanic female who presented with FPL, along with hirsutism, acanthosis nigricans, and marked insulin resistance, and was found to have an extremely rare homozygous variant in CIDEC (NM_001199623.2:c.224G>T; NP_001186552.1; p.Ser75Ile) by whole exome sequencing. She also harbored a novel homozygous variant in WRN (NM_000553.4:c.1856T>G; NP_000544; p.Leu619Arg). Both serine 75 of the CIDEC protein and leucine 619 of the WRN protein were well conserved across species. She developed an invasive papillary thyroid carcinoma at the age of 17 years. Our report confirms the previously reported association of the biallelic CIDEC variant with the FPL phenotype and also highlights the extremely rare possibility of co-occurrence of FPLD5 with thyroid cancer, a clinical feature of Werner syndrome. Thus, our patient may not only need surveillance for the metabolic complications of FPLD5, such as diabetes, hypertriglyceridemia, and hepatic steatosis, but also for WRN-associated neoplasms and features of premature aging. Full article
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10 pages, 1226 KB  
Case Report
Adrenal Venous Sampling Aids in Distinguishing 17-Hydroxyprogesterone Hypersecreting Adrenal Cortical Adenomas from Non-Classical 21-Hydroxylase Deficiency
by Ruojun Qiu, Tian Yang, Chengxin Shang, Weifen Zhu and Fenping Zheng
Diagnostics 2026, 16(2), 202; https://doi.org/10.3390/diagnostics16020202 - 8 Jan 2026
Viewed by 190
Abstract
Background and Clinical Significance: This report presents the case of a 33-year-old female with recurrent miscarriage, investigated for an adrenal cortical adenoma characterized by autonomous secretion of 17-hydroxyprogesterone (17-OHP). The findings challenge the established diagnostic paradigm, which predominantly attributes elevated serum 17-OHP to [...] Read more.
Background and Clinical Significance: This report presents the case of a 33-year-old female with recurrent miscarriage, investigated for an adrenal cortical adenoma characterized by autonomous secretion of 17-hydroxyprogesterone (17-OHP). The findings challenge the established diagnostic paradigm, which predominantly attributes elevated serum 17-OHP to congenital adrenal hyperplasia (CAH) or non-classical CAH (NCCAH). Case Presentation: The patient was found to have elevated serum 17-OHP and a 2 cm left adrenal mass. Normal testosterone and precursor levels, along with whole-exome sequencing (WES), argued against a diagnosis of non-classical 21-hydroxylase deficiency (NC-21OHD). An ACTH stimulation test elicited a mild-to-moderate rise in 17-OHP, while adrenal venous sampling (AVS) confirmed marked lateralization of 17-OHP hypersecretion to the left side. Postoperative normalization of 17-OHP levels further supported the diagnosis of a 17-OHP-secreting tumor. Histopathological analysis identified tumor regions with non-uniformly high expression of CYP17A1 and CYP21A2. Preliminary transcriptomic profiling revealed that differentially expressed genes (DEGs) were enriched in microRNA-related and PI3K-Akt signaling pathways. Conclusions: This paradigm-shifting case indicates that, in addition to 21OHD, a 17-OHP-hypersecreting adrenal adenoma should be considered in the differential diagnosis of elevated 17-OHP. The integration of multimodal diagnostic techniques, particularly AVS, is valuable for localizing hormonally active tumors. Preliminary mechanistic insights suggest a potential role for epigenetic dysregulation in the pathogenesis of this tumor type. Full article
(This article belongs to the Section Pathology and Molecular Diagnostics)
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15 pages, 1558 KB  
Article
TMPRSS6 Non-Coding Variants in the Expression of Iron Refractory Iron Deficiency Anemia in Monoallelic Subjects
by Vera Hoving, Albertine E. Donker, Roel J. P. Smeets, Bert P. W. J. van den Heuvel, Saskia E. M. Schols and Dorine W. Swinkels
Genes 2026, 17(1), 74; https://doi.org/10.3390/genes17010074 - 8 Jan 2026
Viewed by 140
Abstract
Background: Iron-refractory iron deficiency anemia (IRIDA) is a rare hereditary disorder caused by pathogenic variants in TMPRSS6, characterized by microcytic anemia, low circulating iron levels, and inappropriately high hepcidin levels. Although IRIDA is typically an autosomal recessive disorder, some individuals with a [...] Read more.
Background: Iron-refractory iron deficiency anemia (IRIDA) is a rare hereditary disorder caused by pathogenic variants in TMPRSS6, characterized by microcytic anemia, low circulating iron levels, and inappropriately high hepcidin levels. Although IRIDA is typically an autosomal recessive disorder, some individuals with a monoallelic pathogenic exonic TMPRSS6 variant exhibit the phenotype, suggesting additional contributing factors. The mechanisms underlying monoallelic IRIDA remain unclear, complicating diagnosis. This study aimed to investigate the potential role of non-coding TMPRSS6 variants and polygenic inheritance in monoallelic IRIDA. Methods: We performed full-gene sequencing of TMPRSS6 in a cohort of 27 subjects, including 6 families (7 symptomatic monoallelic, 7 asymptomatic monoallelic, and 4 wild-type subjects) and 9 isolated symptomatic monoallelic subjects. Whole-exome sequencing of other iron-regulating genes was conducted to evaluate polygenic inheritance. Non-coding variants were assessed for inheritance patterns using family segregation analysis, when available, and for pathogenic potential using in silico prediction tools. Results: Sequencing identified 219 non-coding variants, of which 31 (14 trans-inherited and 17 with unknown inheritance) were exclusive to symptomatic subjects. Two trans-inherited variants (rs80140288 (c.229+945C>T) and rs146953827 (c.230-938_230-937del)) were predicted to affect splicing, while two additional variants (rs78987624 (c.-7001G>A) and rs117575523 (c.*503C>G)) were located in regulatory regions (with unknown inheritance). Whole-exome sequencing did not support polygenic involving other iron-regulating genes. Conclusions: This study highlights four candidate non-coding variants that may contribute to IRIDA expression in monoallelic subjects, offering new insights into its genetic basis. Functional validation is required to confirm their role in disease pathogenesis, refine genotype-phenotype correlations, and improve diagnostic accuracy in monoallelic IRIDA. Full article
(This article belongs to the Section Genetic Diagnosis)
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8 pages, 647 KB  
Case Report
Description of a Large Family with Periodic Fever Carrying a Variant in RXFP1 Gene: A Possible Novel Modulator of Inflammation in Autoinflammatory Diseases
by Marianna Buttarelli, Giulia Rapari, Melania Riccio, Raffaele Manna, Donato Rigante and Eugenio Sangiorgi
Int. J. Mol. Sci. 2026, 27(2), 638; https://doi.org/10.3390/ijms27020638 - 8 Jan 2026
Viewed by 145
Abstract
Autoinflammatory diseases involve recurrent systemic inflammation caused by dysregulated innate immunity, arising from genetic or multifactorial mechanisms, as seen in periodic fever, aphthous stomatitis, pharyngitis, and adenitis (PFAPA) syndrome. About 10% of PFAPA patients show autosomal dominant inheritance. We describe a three-generation family [...] Read more.
Autoinflammatory diseases involve recurrent systemic inflammation caused by dysregulated innate immunity, arising from genetic or multifactorial mechanisms, as seen in periodic fever, aphthous stomatitis, pharyngitis, and adenitis (PFAPA) syndrome. About 10% of PFAPA patients show autosomal dominant inheritance. We describe a three-generation family with a PFAPA-like recurrent fever syndrome displaying clear autosomal dominant transmission. All affected individuals tested negative on a diagnostic panel of 13 known autoinflammatory genes. Whole-exome sequencing was performed in two distantly related affected members, followed by variant filtering, segregation analysis, and phenotype-based prioritization. A single heterozygous missense variant in RXFP1, c.154G>A p.(Asp52Asn), co-segregated with disease in all affected relatives. This variant is extremely rare in population databases, absent from ClinVar, present in COSMIC, and predicted as damaging by REVEL and CADD. RXFP1, not previously implicated in autoinflammatory or innate immune disorders, encodes the relaxin family peptide receptor 1, a G protein–coupled receptor involved in extracellular matrix regulation, anti-fibrotic pathways, and modulation of inflammatory cytokine production. Protein network analysis showed interactions with RLXN1-3, inflammatory mediators, PTGDR, ADORA2B, and C1QTNF8, supporting an immunomodulatory function. This is the first report linking RXFP1 variation to a hereditary recurrent fever syndrome, identifying relaxin signalling as a potential immune regulatory pathway. Full article
(This article belongs to the Section Molecular Genetics and Genomics)
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15 pages, 5551 KB  
Article
Biallelic Truncating DNAH14 Variant in Siblings with Neurodevelopmental Disorder and Predominant Ataxia: Clinical Report and Literature Review
by Savas Baris, Mustafa Dogan, Kerem Terali, Alper Gezdirici, Recep Eroz, Peren Perk Yucel, Huseyin Kilic, Cuneyd Yavas, Gizem Yildirim and Ibrahim Baris
Int. J. Mol. Sci. 2026, 27(2), 575; https://doi.org/10.3390/ijms27020575 - 6 Jan 2026
Viewed by 384
Abstract
Neurodevelopmental disorders (NDDs) with ataxia are genetically heterogeneous and remain a diagnostic challenge. Recent advances in genomic technologies have facilitated the identification of rare, potentially causative variants in genes not traditionally associated with classic NDD phenotypes. The DNAH14 gene, encoding a dynein axonemal [...] Read more.
Neurodevelopmental disorders (NDDs) with ataxia are genetically heterogeneous and remain a diagnostic challenge. Recent advances in genomic technologies have facilitated the identification of rare, potentially causative variants in genes not traditionally associated with classic NDD phenotypes. The DNAH14 gene, encoding a dynein axonemal heavy chain involved in ciliary motility, has recently emerged as a novel candidate in neurological syndromes. Here, we report two Turkish siblings presenting with late-onset balance disorder, progressive ataxia, and cognitive impairment. Initial genetic analysis revealed that both siblings also harbor FXN GAA repeat expansions consistent with pathogenic Friedreich’s ataxia (FRDA). To elucidate the molecular basis of the patients’ cognitive impairment, whole-exome sequencing was performed. This analysis identified a novel homozygous frameshift variant in the DNAH14 gene, located within the conserved linker domain upstream of the motor core, which is critical for ATP hydrolysis and microtubule interactions. The variant is absent from population databases, predicted to be deleterious by multiple in silico algorithms, and segregates in the family in a manner consistent with autosomal recessive inheritance. The coexistence of FRDA expansions and a truncating DNAH14 variant suggests a potential dual genetic contribution to the observed phenotype, in which FRDA-associated pathology likely underlies the ataxia, while DNAH14 disruption may contribute to additional neurodevelopmental features. This is the first report describing the co-occurrence of FRDA and a homozygous truncating DNAH14 variant in the same individuals, broadening our understanding of overlapping neurogenetic mechanisms. Our findings expand the phenotypic spectrum of DNAH14-related disorders and highlight the importance of considering multilocus pathogenic variants in patients with complex or atypical ataxia presentations. Full article
(This article belongs to the Section Molecular Genetics and Genomics)
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17 pages, 630 KB  
Review
Prenatal Diagnosis of Malformations of Cortical Development: A Review of Genetic and Imaging Advances
by Jinhua Hu, Xiaogang Xu, Ping Jiang, Ruibin Huang, Jiani Yuan, Long Lu and Jin Han
Biomedicines 2026, 14(1), 107; https://doi.org/10.3390/biomedicines14010107 - 5 Jan 2026
Viewed by 242
Abstract
Malformations of cortical development (MCD) are a group of neurodevelopmental disorders caused by abnormalities in cerebral cortex development, leading to conditions such as intellectual disability and refractory epilepsy. The prenatal phenotypes of MCD are complex and non-specific, complicating accurate diagnosis and prognosis assessment. [...] Read more.
Malformations of cortical development (MCD) are a group of neurodevelopmental disorders caused by abnormalities in cerebral cortex development, leading to conditions such as intellectual disability and refractory epilepsy. The prenatal phenotypes of MCD are complex and non-specific, complicating accurate diagnosis and prognosis assessment. Genetic testing, particularly chromosomal microarray analysis (CMA) and whole-exome sequencing (WES), has become an important tool for prenatal diagnosis. This review synthesizes current research on prenatal MCD, focusing on the integration of imaging and genetic diagnostic strategies based on the biological foundation of cortical development and the classification system of MCD. Prenatal MCD phenotypes show significant developmental stage clustering, with proliferation-phase abnormalities (62.9%) being the most common and microcephaly as the core phenotype. Genetic studies have revealed a high degree of genetic heterogeneity in MCD, with etiologies encompassing chromosomal abnormalities and a wide range of single-gene mutations. These mutations are clustered by phenotype: microcephaly is associated with neuronal proliferation/DNA repair genes; macrocephaly is driven by genes in the PI3K-AKT-mTOR and RAS-MAPK signaling pathways; and gyral and sulcal abnormalities are closely linked to microtubule-associated genes and migration pathways. De novo mutations account for the majority of pathogenic genetic alterations identified in MCD (50.6%); up to 75.1% of pathogenic mutations cannot be detected by routine prenatal screening. Based on this, the review emphasizes that for fetuses with suspected MCD, NGS, with WES at its core, plays an increasingly important role in achieving early and accurate prenatal diagnosis. Future research should prioritize the advancement of integrated diagnostic methods and large-scale cohort studies to further elucidate genotype–phenotype associations. Full article
(This article belongs to the Section Molecular Genetics and Genetic Diseases)
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15 pages, 533 KB  
Article
Structural Variants in Severe COVID-19: Clinical Impact Assessment
by Johanna Kämpe, Jesper Eisfeldt, Per Nordberg, Agneta Nordenskjöld, Magnus Nordenskjöld, Miklos Lipcsey, Michael Marks-Hultström, Robert Frithiof, Jonathan Grip, Olav Rooijackers, Hugo Zeberg and Anders Kämpe
COVID 2026, 6(1), 10; https://doi.org/10.3390/covid6010010 - 5 Jan 2026
Viewed by 223
Abstract
Background: Several genes and genomic regions have been implicated in COVID-19 susceptibility and severity, but their clinical relevance remains uncertain. We comprehensively assessed both copy number variants (CNVs) and single-nucleotide variants (SNVs) disrupting genes implicated in COVID-19 in a Swedish cohort of ICU-treated [...] Read more.
Background: Several genes and genomic regions have been implicated in COVID-19 susceptibility and severity, but their clinical relevance remains uncertain. We comprehensively assessed both copy number variants (CNVs) and single-nucleotide variants (SNVs) disrupting genes implicated in COVID-19 in a Swedish cohort of ICU-treated COVID-19 patients with detailed phenotype data. Methods: Patients (n = 301) with severe COVID-19 treated in intensive care units (ICU) between March 2020 and January 2021 at two large Swedish university hospitals were included. Whole exome sequencing (WES) was performed to identify both large copy number variations (CNVs) and single-nucleotide variants (SNVs), including small indels, using the Genome Analysis Toolkit (GATK) pipelines. We focused our analyses on variants disrupting coding genes implicated in severe COVID-19, but also assessed variants known to cause human disease. Results: We identified 11 rare CNVs and several SNVs potentially linked to severe COVID-19. Patients carrying a CNV spanning a COVID-19-implicated gene had higher levels of the heart failure marker NT-proBNP (median 4440 [1558–8160] vs. 1170 [329–3152], p = 0.017), worse renal function at ICU admission (p = 0.0026), and a higher need for continuous renal replacement therapy (CRRT) (28% vs. 10%, p = 0.045) compared to patients without a potentially damaging CNV. Conclusions: Although patients with a potentially damaging CNV or SNV exhibited some differences in cardiac and renal markers, our findings do not support broad genetic screening as a predictive tool for COVID-19 severity. Full article
(This article belongs to the Section Host Genetics and Susceptibility/Resistance)
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10 pages, 1778 KB  
Case Report
NF1 with Multiple Cardiac Structural Abnormalities Leading to Cerebral Infarction
by Jingwei Ye, Yiyi Jiang, Hanmin Wang and Dan Wang
Diagnostics 2026, 16(1), 163; https://doi.org/10.3390/diagnostics16010163 - 4 Jan 2026
Viewed by 246
Abstract
Background/Objectives: Neurofibromatosis type 1 (NF1) is an autosomal dominant disorder driven by mutations in the NF1 gene, whose pathogenesis centers on the loss of neurofibromin function and subsequent hyperactivation of the RAS/MAPK pathway. Notably, to the best of our knowledge and following [...] Read more.
Background/Objectives: Neurofibromatosis type 1 (NF1) is an autosomal dominant disorder driven by mutations in the NF1 gene, whose pathogenesis centers on the loss of neurofibromin function and subsequent hyperactivation of the RAS/MAPK pathway. Notably, to the best of our knowledge and following a systematic literature search conducted by our research team, no cases of NF1 complicated by severe cardiac structural abnormalities that ultimately lead to cerebral infarction have been reported to date. Thus, it is of paramount importance to avoid missed diagnosis by performing comprehensive cardiac-related examinations in patients with NF1. Case Presentation: A 20-year-old male patient diagnosed with NF1 presented with right-sided limb weakness and was initially identified with cerebral infarction. To clarify the underlying etiology, a comprehensive clinical evaluation was performed, including cardiac imaging assessments (to characterize cardiac structural changes) and whole-exome sequencing (to identify the presence of procoagulant gene mutations). Comprehensive evaluation revealed a spectrum of cardiac structural abnormalities in the patient: aortic valve prolapse with severe regurgitation, non-infective vegetations on the aortic valve leaflets, mild-to-moderate mitral regurgitation, left ventricular hypertrophy and dilation, and left atrial dilation. Whole-exome sequencing detected exclusively a pathogenic variant in the NF1 gene, with no other pathogenic/likely pathogenic variants or thrombophilia-associated polymorphisms being found. Laboratory investigations ruled out infectious etiologies, supporting the notion that NF1-mediated cardiac structural and developmental anomalies are the primary driver of cardiac vegetation formation, given the absence of other identified contributing factors; embolization of one such vegetation ultimately led to both splenic and cerebral infarction. Conclusions: This case emphasizes the necessity of implementing early and proactive cardiac evaluations in patients with NF1. Additionally, for NF1 individuals—particularly those presenting with suggestive vascular or cardiac symptoms—a comprehensive multifactorial assessment of thrombotic risk is critical. Collectively, maintaining clinical vigilance for cardiac abnormalities in NF1 patients and avoiding diagnostic oversight is essential to reduce life-threatening risks. Full article
(This article belongs to the Section Pathology and Molecular Diagnostics)
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18 pages, 12862 KB  
Review
Advances in Single-Cell Sequencing for Understanding and Treating Kidney Disease
by Jose L. Agraz, Amit Verma and Claudia M. Agraz
Computation 2026, 14(1), 6; https://doi.org/10.3390/computation14010006 - 2 Jan 2026
Viewed by 373
Abstract
The fields of medical diagnostics, nephrology, and the sequencing of cellular genetic material are pivotal for precise quantification of kidney diseases. Single-cell sequencing, enhanced by automation and software tools, enables efficient examination of biopsies at the individual cell level. This approach shows the [...] Read more.
The fields of medical diagnostics, nephrology, and the sequencing of cellular genetic material are pivotal for precise quantification of kidney diseases. Single-cell sequencing, enhanced by automation and software tools, enables efficient examination of biopsies at the individual cell level. This approach shows the complex cellular mosaic that shapes organ function. By quantifying gene expression following injury, single-cell analysis provides insight into disease progression. In this review, new developments in single-cell analysis methods, spatial integration of single-cell analysis, single-nucleus RNA sequencing, and emerging methods, including expression quantitative trait loci, whole-genome sequencing, and whole-exome sequencing in nephrology, are discussed. These advancements are poised to enhance kidney disease diagnostic processes, therapeutic strategies, and patient prognosis. Full article
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16 pages, 450 KB  
Review
From Genes to Malformations: Molecular Mechanisms Driving the Pathogenesis of Congenital Anomalies of the Kidney and Urinary Tract
by Maria Fourikou and John Dotis
Int. J. Mol. Sci. 2026, 27(1), 17; https://doi.org/10.3390/ijms27010017 - 19 Dec 2025
Viewed by 306
Abstract
Congenital Anomalies of the Kidney and Urinary Tract (CAKUT) are among the most common congenital malformations and the leading cause of chronic kidney disease in children. They arise when key steps in kidney development are disrupted, including ureteric bud induction, branching morphogenesis and [...] Read more.
Congenital Anomalies of the Kidney and Urinary Tract (CAKUT) are among the most common congenital malformations and the leading cause of chronic kidney disease in children. They arise when key steps in kidney development are disrupted, including ureteric bud induction, branching morphogenesis and nephron progenitor differentiation. These processes depend on coordinated transcriptional programs, signaling pathways, ciliary function and proper extracellular matrix (ECM) organization. Advances in whole exome and whole genome sequencing, as well as copy number variation analysis, have expanded the spectrum of known monogenic causes. Pathogenic variants have now been identified in major transcriptional regulators and multiple ciliopathy-related genes. Evidence also points to defects in central signaling pathways and changes in ECM composition as contributors to CAKUT pathogenesis. Clinical presentations vary widely, shaped by modifying effects of genetic background, epigenetic regulation and environmental influences such as maternal diabetes and fetal hypoxia. Emerging tools, including human kidney organoids, gene-editing approaches and single-cell or spatial transcriptomics, allow detailed exploration of developmental mechanisms and validation of candidate pathways. Overall, CAKUT reflects a multifactorial condition shaped by interacting genetic, epigenetic and environmental determinants. Integrating genomic data with experimental models is essential for improving diagnosis, deepening biological insight and supporting the development of targeted therapeutic strategies. Full article
(This article belongs to the Section Molecular Pathology, Diagnostics, and Therapeutics)
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8 pages, 349 KB  
Case Report
Progressive Hand Stiffness and Numbness in a Child: An Atypical Neurological Presentation of Scheie Syndrome—A Case Report
by Ayidh Saad Alharthi, Chafik Ibrahim Hassan, Ali Alsayed Alsharkawy, Saeed Dhaifallah Saeed Alzahrani and Saif Ahmed Alzahrani
Neurol. Int. 2025, 17(12), 205; https://doi.org/10.3390/neurolint17120205 - 17 Dec 2025
Viewed by 377
Abstract
Background/Objectives: Scheie syndrome is the attenuated phenotype of mucopolysaccharidosis type I (MPS I), a lysosomal storage disorder resulting from partial deficiency of α-L-iduronidase. The attenuated clinical spectrum and absence of cognitive impairment often delay recognition. Early manifestations may mimic common pediatric conditions, leading [...] Read more.
Background/Objectives: Scheie syndrome is the attenuated phenotype of mucopolysaccharidosis type I (MPS I), a lysosomal storage disorder resulting from partial deficiency of α-L-iduronidase. The attenuated clinical spectrum and absence of cognitive impairment often delay recognition. Early manifestations may mimic common pediatric conditions, leading to repeated evaluations without a definitive diagnosis. Methods: We describe a 12-year-old girl who presented with slowly progressive bilateral hand stiffness, weak grip strength, and intermittent sensory symptoms over one year. Her initial investigations—including laboratory studies, electrophysiology, imaging, and multispecialty evaluations—were unremarkable. Results: The gradual progression of symptoms involving joints, motor function, and vision prompted metabolic testing. Whole exome sequencing revealed a homozygous IDUA variant, and enzymatic testing confirmed markedly reduced α-L-iduronidase activity, establishing the diagnosis of Scheie syndrome. Early initiation of enzyme replacement therapy was pursued. Conclusions: This case emphasizes that children with unexplained musculoskeletal and sensory symptoms should be evaluated for attenuated MPS I, especially when routine studies are inconclusive. Heightened clinical suspicion can reduce diagnostic delay and improve long-term outcomes. Full article
(This article belongs to the Section Movement Disorders and Neurodegenerative Diseases)
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10 pages, 824 KB  
Case Report
A Novel ATRIP Mutation Detected in an Iranian Family with Familial Clustering of Breast Cancer: A Case Report
by Neda Zamani, Mehar Chahal, Iman Salahshourifar, Reiyhane Talebian and Mohammad R. Akbari
Curr. Oncol. 2025, 32(12), 711; https://doi.org/10.3390/curroncol32120711 - 17 Dec 2025
Viewed by 317
Abstract
Purpose: ATRIP (ATR-interacting protein) is a critical partner of ATR (ataxia telangiectasia and Rad3-related). The ATR-ATRIP heterodimer plays an essential role in initiating homologous recombination repair (HRR) during replication stress and inducing double-stranded DNA breaks following unresolved stalled replication forks. Our team recently [...] Read more.
Purpose: ATRIP (ATR-interacting protein) is a critical partner of ATR (ataxia telangiectasia and Rad3-related). The ATR-ATRIP heterodimer plays an essential role in initiating homologous recombination repair (HRR) during replication stress and inducing double-stranded DNA breaks following unresolved stalled replication forks. Our team recently identified ATRIP as a novel breast cancer susceptibility gene candidate through whole-exome sequencing (WES) of familial breast cancer patients and healthy controls from the Polish founder population, with subsequent validation in both Polish and British cohorts. In the present study, we report for the first time the detection of a novel deleterious mutation in ATRIP among several members of an Iranian family with clustering of breast cancer who were negative for mutations in the already known breast cancer risk genes. Methods: Six family members underwent germline DNA testing by WES, following initial negative results from multigene panel testing. Candidate variants were confirmed by Sanger sequencing and assessed according to ACMG guidelines. Results: We detected a novel ATRIP frameshift mutation (NM_130384.3:c.1033delC) in four of six family members that were tested, including two individuals affected with breast cancer. No pathogenic variants were found in other known cancer susceptibility genes. Conclusions: This is the first report of a deleterious ATRIP mutation in an Iranian family with familial breast cancer, suggesting a potential role of ATRIP in hereditary breast cancer. Further studies are required to confirm the role of ATRIP in breast cancer susceptibility, refine risk assessment, and evaluate potential personalized therapeutic strategies. In the interim, genetic counseling for ATRIP mutation carriers should proceed with caution, given current limitations in clinical interpretation. Full article
(This article belongs to the Special Issue Advanced Research on Breast Cancer Genes in Cancers)
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