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Search Results (1,195)

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11 pages, 242 KiB  
Article
Genetic Insights into Hemiplegic Migraine: Whole Exome Sequencing Highlights Vascular Pathway Involvement via Association Analysis
by Zizi Molaee, Robert A. Smith, Neven Maksemous and Lyn R. Griffiths
Genes 2025, 16(8), 895; https://doi.org/10.3390/genes16080895 - 28 Jul 2025
Abstract
Background: Hemiplegic migraine (HM) is a rare and severe subtype of migraine with a complex genetic basis. Although pathogenic variants in CACNA1A, ATP1A2, and SCN1A explain some familial cases, a significant proportion of patients remain genetically undiagnosed. Increasing evidence points [...] Read more.
Background: Hemiplegic migraine (HM) is a rare and severe subtype of migraine with a complex genetic basis. Although pathogenic variants in CACNA1A, ATP1A2, and SCN1A explain some familial cases, a significant proportion of patients remain genetically undiagnosed. Increasing evidence points to an overlap between migraine and cerebral small vessel disease (SVD), implicating vascular dysfunction in HM pathophysiology. Objective: This study aimed to identify rare or novel variants in genes associated with SVD in a cohort of patients clinically diagnosed with HM who tested negative for known familial hemiplegic migraine (FHM) pathogenic variants. Methods: We conducted a case-control association analysis of whole exome sequencing (WES) data from 184 unrelated HM patients. A targeted panel of 34 SVD-related genes was assessed. Variants were prioritised based on rarity (MAF ≤ 0.05), location (exonic/splice site), and predicted pathogenicity using in silico tools. Statistical comparisons to gnomAD’s Non-Finnish European population were made using chi-square tests. Results: Significant variants were identified in several SVD-related genes, including LRP1 (p.Thr4077Arg), COL4A1 (p.Pro54Leu), COL4A2 (p.Glu1123Gly), and TGFBR2 (p.Met148Leu and p.Ala51Pro). The LRP1 variant showed the strongest association (p < 0.001). All key variants demonstrated pathogenicity predictions in multiple computational models, implicating them in vascular dysfunction relevant to migraine mechanisms. Conclusions: This study provides new insights into the genetic architecture of hemiplegic migraine, identifying rare and potentially deleterious variants in SVD-related genes. These findings support the hypothesis that vascular and cellular maintenance pathways contribute to migraine susceptibility and may offer new targets for diagnosis and therapy. Full article
(This article belongs to the Section Human Genomics and Genetic Diseases)
24 pages, 1681 KiB  
Review
Molecular Insight into the Role of HLA Genotypes in Immunogenicity and Secondary Refractoriness to Anti-TNF Therapy in IBD Patients
by Mladen Maksic, Irfan Corovic, Tijana Maksic, Jelena Zivic, Milos Zivic, Natasa Zdravkovic, Aleksa Begovic, Marija Medovic, Djordje Kralj, Zeljko Todorovic, Milica Cekerevac, Rasa Medovic and Milos Nikolic
Int. J. Mol. Sci. 2025, 26(15), 7274; https://doi.org/10.3390/ijms26157274 - 28 Jul 2025
Abstract
The emergence of anti-TNF agents has revolutionized the management of inflammatory bowel disease, yet a significant proportion of patients experience primary non-response or secondary loss of response due to immunogenicity. As the field of precision medicine advances, genetic predictors such as human leukocyte [...] Read more.
The emergence of anti-TNF agents has revolutionized the management of inflammatory bowel disease, yet a significant proportion of patients experience primary non-response or secondary loss of response due to immunogenicity. As the field of precision medicine advances, genetic predictors such as human leukocyte antigen (HLA) variants are gaining increasing attention. This review provides a comprehensive synthesis of current evidence on the role of HLA genotypes in inflammatory bowel disease susceptibility and disease behavior, with a focus on their mechanistic and clinical relevance in anti-TNF therapy. Special emphasis is placed on HLA-DQA1*05, a validated predictor of anti-drug antibody formation and reduced therapeutic durability. We explore the immunological basis of HLA-mediated immunogenicity, summarize pharmacogenetic and biomarker findings, and discuss how HLA typing may be integrated into treatment algorithms to improve patient stratification and long-term outcomes. As immunogenetics continues to inform clinical decision-making, understanding the interplay between HLA polymorphisms and therapeutic response offers new opportunities for biomarker-guided, personalized care in inflammatory bowel disease. Full article
(This article belongs to the Section Molecular Pharmacology)
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12 pages, 910 KiB  
Article
Unusual Profile of Germline Genetic Variants in Unselected Colorectal Cancer Patients from a High-Prevalence Region in Panama
by Iván Landires, José Pinto, Raúl Cumbrera, Alexandra Nieto, Gumercindo Pimentel-Peralta, Yennifer Alfaro and Virginia Núñez-Samudio
Genes 2025, 16(8), 890; https://doi.org/10.3390/genes16080890 - 28 Jul 2025
Abstract
Background: The profile of germline genetic variants among colorectal cancer patients in Panama has not yet been explored. Methods: We recruited 95 patients with colorectal cancer in an Oncology Reference Hospital Unit in the Azuero region of central Panama, which exhibited the highest [...] Read more.
Background: The profile of germline genetic variants among colorectal cancer patients in Panama has not yet been explored. Methods: We recruited 95 patients with colorectal cancer in an Oncology Reference Hospital Unit in the Azuero region of central Panama, which exhibited the highest prevalence of colorectal cancer in Panama. DNA analysis was performed with a panel of 113 genes with germline mutations for cancer (TruSight® Cancer Sequencing Panel from Illumina, San Diego, CA, USA). Results: Among the 95 cases, 10 pathogenic/likely pathogenic variants (P/LP) were identified in the MUTYH, TP53, CHEK2, PALB2, ATM, and BARD1 genes, representing 10% of the total. The variant 1103G>A (p.Gly368Asp) in MUTYH was the most prevalent. The variant at c.1675_1676delCAinsTG (p.Gln559Ter) in PALB2 is new and is reported for the first time in this study. Variants were most frequently detected in the MUTYH and CHEK2 genes, affecting four and two patients, respectively. Notably, none of the 95 Panamanian patients in the initial colorectal cancer cohort had mutations in mismatch repair (MMR) genes. These genes are among the most frequently mutated in other cohorts around the world. Conclusions: The atypical profile of germline genetic variants in this population may be related to the unique characteristics of the Azuero population in Panama’s central region. This profile may partly explain the high prevalence of colorectal cancer among its inhabitants. Full article
(This article belongs to the Section Human Genomics and Genetic Diseases)
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28 pages, 14390 KiB  
Article
Customized Chromosomal Microarrays for Neurodevelopmental Disorders
by Rincic Martina, Brecevic Lukrecija, Liehr Thomas, Gotovac Jercic Kristina, Doder Ines and Borovecki Fran
Genes 2025, 16(8), 868; https://doi.org/10.3390/genes16080868 - 24 Jul 2025
Viewed by 189
Abstract
Background: Neurodevelopmental disorders (NDDs), including autism spectrum disorder (ASD), are genetically complex and often linked to structural genomic variations such as copy number variants (CNVs). Current diagnostic strategies face challenges in interpreting the clinical significance of such variants. Methods: We developed a customized, [...] Read more.
Background: Neurodevelopmental disorders (NDDs), including autism spectrum disorder (ASD), are genetically complex and often linked to structural genomic variations such as copy number variants (CNVs). Current diagnostic strategies face challenges in interpreting the clinical significance of such variants. Methods: We developed a customized, gene-oriented chromosomal microarray (CMA) targeting 6026 genes relevant to neurodevelopment, aiming to improve diagnostic yield and candidate gene prioritization. A total of 39 patients with unexplained developmental delay, intellectual disability, and/or ASD were analyzed using this custom platform. Systems biology approaches were employed for downstream interpretation, including protein–protein interaction networks, centrality measures, and tissue-specific functional module analysis. Results: Pathogenic or likely pathogenic CNVs were identified in 31% of cases (9/29). Network analyses revealed candidate genes with key topological properties, including central “hubs” (e.g., NPEPPS, PSMG1, DOCK8) and regulatory “bottlenecks” (e.g., SLC15A4, GLT1D1, TMEM132C). Tissue- and cell-type-specific network modeling demonstrated widespread gene involvement in both prenatal and postnatal developmental modules, with glial and astrocytic networks showing notable enrichment. Several novel CNV regions with high pathogenic potential were identified and linked to neurodevelopmental phenotypes in individual patient cases. Conclusions: Customized CMA offers enhanced detection of clinically relevant CNVs and provides a framework for prioritizing novel candidate genes based on biological network integration. This approach improves diagnostic accuracy in NDDs and identifies new targets for future functional and translational studies, highlighting the importance of glial involvement and immune-related pathways in neurodevelopmental pathology. Full article
(This article belongs to the Section Neurogenomics)
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17 pages, 5390 KiB  
Article
A Late-Onset and Mild Phenotype of Mitochondrial Complex I Deficiency Due to a Novel Reported Variant Within the ACAD9 Gene
by Anna Gaelle Giguet-Valard, Samira Ait-El-Mkadem Saadi, Sophie Duclos, Didier Lacombe, Rémi Bellance and Nadège Bellance
Int. J. Mol. Sci. 2025, 26(15), 7128; https://doi.org/10.3390/ijms26157128 - 24 Jul 2025
Viewed by 152
Abstract
Acyl-CoA dehydrogenase 9 deficiency is considered as a rare neuromuscular syndrome with an autosomal recessive transmission. The ACAD9 protein presents two essential functions, i.e., the limiting step enzyme of the fatty acid β-oxidation pathway and one of the complex’s compounds involved in the [...] Read more.
Acyl-CoA dehydrogenase 9 deficiency is considered as a rare neuromuscular syndrome with an autosomal recessive transmission. The ACAD9 protein presents two essential functions, i.e., the limiting step enzyme of the fatty acid β-oxidation pathway and one of the complex’s compounds involved in the respiratory chain complex I assembly. Thus, loss-of-function mutations are known to convey mitochondrial cytopathologies. A patient with a mild and late-onset phenotype, suffering from exercise intolerance and hypertrophic cardiomyopathy, was diagnosed as a compound heterozygote of the ACAD9 gene. The first c.1240C> T p.Arg414Cys variant has been previously reported and is known to be responsible for ACAD9 deficiency. However, the second c.1636G> A p.Val546Met variant has never been described. The goal was to investigate the eventual pathogenicity of this new genetic variant. For this purpose, molecular cloning was generated to express the ACAD9 gene with the V546M variant in a cell line (ACAD9mut) and compared to cells expressing the wild-type ACAD9. Then, the mitochondrial respiration, ATP production, the mitochondrial network, and the oxidative phosphorylation’s composition were investigated to reveal the effects of the V546M variant. While avoiding to affect the amount of the respiratory chain’s complexes, the new ACAD9 variant was entirely responsible for reducing over 50% of the mitochondrial complex I activity. Full article
(This article belongs to the Special Issue Mitochondria and Energy Metabolism Reprogramming in Diseases)
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25 pages, 3575 KiB  
Article
Assessment of Brain Morphological Abnormalities and Neurodevelopmental Risk Copy Number Variants in Individuals from the UK Biobank
by Sara Azidane, Sandra Eizaguerri, Xavier Gallego, Lynn Durham, Emre Guney and Laura Pérez-Cano
Int. J. Mol. Sci. 2025, 26(15), 7062; https://doi.org/10.3390/ijms26157062 - 22 Jul 2025
Viewed by 203
Abstract
Brain morphological abnormalities are common in patients with neurodevelopmental disorders (NDDs) and other neuropsychiatric disorders, often reflecting abnormal brain development and function. Genetic studies have found common genetic factors in NDDs and other neuropsychiatric disorders, although the etiology of brain structural changes in [...] Read more.
Brain morphological abnormalities are common in patients with neurodevelopmental disorders (NDDs) and other neuropsychiatric disorders, often reflecting abnormal brain development and function. Genetic studies have found common genetic factors in NDDs and other neuropsychiatric disorders, although the etiology of brain structural changes in these disorders remains poorly understood. In this study, we analyzed magnetic resonance imaging (MRI) and genetic data from more than 30K individuals from the UK Biobank to evaluate whether NDD-risk copy number variants (CNVs) are also associated with neuroanatomical changes in both patients and neurotypical individuals. We found that the size differences in brain regions such as corpus callosum and cerebellum were associated with the deletions of specific areas of the human genome, and that specific neuroanatomical changes confer a risk of neuropsychiatric disorders. Furthermore, we observed that gene sets located in these genomic regions were enriched for pathways crucial for brain development and for phenotypes commonly observed in patients with NDDs. These findings highlight the link between CNVs, brain structure abnormalities, and the shared pathophysiology of NDDs and other neuropsychiatric disorders, providing new insights into the underlying mechanisms of these disorders and the identification of potential biomarkers for better diagnosis. Full article
(This article belongs to the Special Issue Molecular Investigations in Neurodevelopmental Disorders)
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10 pages, 1183 KiB  
Article
Novel Association of rs17111557(T) in PCSK9 with Higher Diastolic Blood Pressure in Northern Ghanaian Adults: Candidate Gene Analysis from an AWI-Gen Sub-Study
by Joseph A. Aweeya, Lord J. J. Gowans, Engelbert A. Nonterah, Victor Asoala, Patrick Ansah, Michele Ramsay and Godfred Agongo
BioMed 2025, 5(3), 15; https://doi.org/10.3390/biomed5030015 - 22 Jul 2025
Viewed by 189
Abstract
Background/Objectives: Cardiovascular diseases are a global health issue with an increasing burden and are exacerbated by hypertension. High blood pressure is partly attributed to genetic variants that are generally not well understood or extensively studied in sub-Saharan African populations. Variants linked to [...] Read more.
Background/Objectives: Cardiovascular diseases are a global health issue with an increasing burden and are exacerbated by hypertension. High blood pressure is partly attributed to genetic variants that are generally not well understood or extensively studied in sub-Saharan African populations. Variants linked to blood pressure have been found through genome-wide association studies (GWASs), which were mostly conducted among European ancestry populations; however, limited research has been undertaken in Africa. The current study evaluated single-nucleotide polymorphisms (SNPs) of PCSK9, ABCA1, LPL, and PON1 in relation to blood pressure measurements of 1839 Ghanaian adults. Methods: Genotypes were extracted from data generated by the H3Africa SNP array. After adjusting for sex, age, smoking, and body mass index (BMI), inferential statistics were used to investigate the relationships between SNPs and blood pressure (BP) indices. Additionally, Bonferroni correction was used to adjust for multiple testing. Results: Diastolic blood pressure (DBP) and the minor allele T of the PCSK9 variant (rs17111557) were positively associated at p = 0.006 after covariate adjustments. Although this novel DBP-associated variant is located in the 3′ untranslated region (3′ UTR) of the PCSK9 gene, in silico functional prediction suggests it is an expression quantitative trait locus (eQTL) that may change the binding site of transcription factors, potentially altering the rate of transcription and impacting DBP in this Ghanaian population. Conclusions: Our findings highlight the role of genetics in hypertension risk and the potential of discovering new therapies targeting isolated diastolic blood pressure in this rural African population. Full article
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13 pages, 601 KiB  
Article
Differences of Sex Development: A Study of 420 Patients from a Single Tertiary Pediatric Endocrinology Center
by Silvia Ventresca, Laura Chioma, Rosario Ruta, Mafalda Mucciolo, Pasquale Parisi, Agnese Suppiej, Sandro Loche, Marco Cappa and Carla Bizzarri
Children 2025, 12(7), 954; https://doi.org/10.3390/children12070954 - 19 Jul 2025
Viewed by 349
Abstract
Background: Differences of sex development (DSD) are a group of congenital conditions characterized by atypical development of genital structures. The diagnosis is complex and involves clinical, hormonal, and genetic evaluations. Objective: To describe the clinical profile, diagnosis, and management of patients [...] Read more.
Background: Differences of sex development (DSD) are a group of congenital conditions characterized by atypical development of genital structures. The diagnosis is complex and involves clinical, hormonal, and genetic evaluations. Objective: To describe the clinical profile, diagnosis, and management of patients with DSD, with particular attention to genetic diagnosis. Study design: Retrospective study from a tertiary care pediatric hospital in Italy. Methods: 420 patients with DSD referred to the Endocrine Unit of Bambino Gesù Children’s Hospital in Rome, Italy, between 2016 and 2023 were included. Results: 75 patients had a 46,XY karyotype, 135 had a 46,XX karyotype, and 210 had chromosomal mosaicism. In our group of pediatric DSD patients, 21/420 patients were born from pregnancies induced with assisted reproduction techniques (ICSI/FIVET). Of these 21 patients, 5 had sex chromosome mosaicism. Using next-generation sequencing (NGS), we identified three new genetic variants: one in the AR gene, one in the NR5A1 gene, and one in the SRY gene. The use of NGS significantly improved the diagnostic yield, and a definitive diagnosis was reached in 84.76% of the entire cohort. Conclusions: This study highlights the challenges in the management of patients with DSD from early recognition to treatment and follow-up. A multidisciplinary approach is essential for a comprehensive evaluation of these conditions and to understand the role and clinical significance of the genetic variants. Full article
(This article belongs to the Section Pediatric Endocrinology & Diabetes)
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17 pages, 2091 KiB  
Article
A Novel Parvovirus Associated with the Whitefly Bemisia tabaci
by Fani Gousi, Zineb Belabess, Nathalie Laboureau, Michel Peterschmitt and Mikhail M. Pooggin
Pathogens 2025, 14(7), 714; https://doi.org/10.3390/pathogens14070714 - 19 Jul 2025
Viewed by 275
Abstract
The whitefly Bemisia tabaci (Hemiptera: Aleyrodoidea) causes direct feeding damage to crop plants and transmits pathogenic plant viruses, thereby threatening global food security. Although whitefly-infecting RNA viruses are known and proposed as biocontrol agents, no insect DNA virus has been found in any [...] Read more.
The whitefly Bemisia tabaci (Hemiptera: Aleyrodoidea) causes direct feeding damage to crop plants and transmits pathogenic plant viruses, thereby threatening global food security. Although whitefly-infecting RNA viruses are known and proposed as biocontrol agents, no insect DNA virus has been found in any member of Aleyrodoidea. Using rolling circle amplification (RCA) of viral DNA from whiteflies collected from crop fields in Morocco, followed by Illumina sequencing of the RCA products, we found a novel insect single-stranded (ss) DNA parvovirus (family Parvoviridae) in addition to plant ssDNA geminiviruses transmitted by whiteflies. Based on its genome organization with inverted terminal repeats and evolutionarily conserved proteins mediating viral DNA replication (NS1/Rep) and encapsidation (VP), encoded on the forward and reverse strands, respectively, we named this virus Bemisia tabaci ambidensovirus (BtaDV) and classified it as a founding member of a new genus within the subfamily Densovirinae. This subfamily also contains three distinct genera of ambisense densoviruses of other hemipteran insects (Aphidoidea, Coccoidea, and Psylloidea). Furthermore, we provide evidence for the genetic variants of BtaDV circulating in whitefly populations and for its partial sequences integrated into the B. tabaci genome, with one integrant locus potentially expressing a fusion protein composed of viral Rep endonuclease and host DNA-binding domains. This suggests a long-term virus-host interaction and neofunctionalization of BtaDV-derived endogenous viral elements. Full article
(This article belongs to the Section Viral Pathogens)
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19 pages, 259 KiB  
Article
Dietary and Genetic Aspects of Polycystic Ovary Syndrome (PCOS) in Polish Women—Part II: Association of CYP19, FTO, MC4R and INSR Gene Polymorphisms with Clinical Symptoms of PCOS
by Karolina Nowosad, Małgorzata Ostrowska, Paweł Glibowski, Katarzyna Iłowiecka and Wojciech Koch
Genes 2025, 16(7), 840; https://doi.org/10.3390/genes16070840 - 18 Jul 2025
Viewed by 444
Abstract
Background/Objectives: Polycystic ovary syndrome (PCOS) is a multifactorial disorder influenced by both environmental and genetic factors. The aim of this study was to evaluate associations between selected polymorphisms (CYP19, INSR, FTO, MC4R) and the clinical manifestations of PCOS [...] Read more.
Background/Objectives: Polycystic ovary syndrome (PCOS) is a multifactorial disorder influenced by both environmental and genetic factors. The aim of this study was to evaluate associations between selected polymorphisms (CYP19, INSR, FTO, MC4R) and the clinical manifestations of PCOS in a Polish female population. Methods: A total of 50 women (25 with PCOS and 25 healthy controls) were included. Genetic variants were identified using Polymerase Chain Reaction (PCR)-based methods. The frequencies of genotypes and alleles were compared between groups. Clinical symptoms such as irregular menstruation, hirsutism, acne, androgenetic alopecia, and overweight were assessed in relation to genotype. Results: No significant differences were found in genotype distributions for CYP19, FTO, INSR, or MC4R between PCOS and control groups. The MC4R polymorphisms showed deviations from Hardy–Weinberg equilibrium, possibly reflecting population-specific effects. Conclusions: Although most analyzed variants were not directly associated with PCOS in this cohort, the observed link between INSR rs1799817 and acne suggests a role in androgen-related symptoms. These findings contribute new insights to the genetic background of PCOS in Polish women and support the need for further studies combining genetic and phenotypic data in diverse populations. Full article
(This article belongs to the Section Molecular Genetics and Genomics)
13 pages, 860 KiB  
Article
Identification of Genetic Variants Using Next-Generation Sequencing in Pediatric Myelodysplastic Syndrome: From Disease Biology to Clinical Applications
by Viviane Lamim Lovatel, Gerson Moura Ferreira, Beatriz Ferreira da Silva, Rayane de Souza Torres, Rita de Cássia Barbosa da Silva Tavares, Ana Paula Silva Bueno, Eliana Abdelhay and Teresa de Souza Fernandez
Int. J. Mol. Sci. 2025, 26(14), 6907; https://doi.org/10.3390/ijms26146907 - 18 Jul 2025
Viewed by 171
Abstract
This study aimed to identify genetic variants using a customized next-generation sequencing (NGS) panel for pediatric myelodysplastic syndrome (pMDS) and to explore their associations with cytogenetic and clinical characteristics. Cytogenetic analyses were conducted using G-banding and fluorescence in situ hybridization. NGS was performed [...] Read more.
This study aimed to identify genetic variants using a customized next-generation sequencing (NGS) panel for pediatric myelodysplastic syndrome (pMDS) and to explore their associations with cytogenetic and clinical characteristics. Cytogenetic analyses were conducted using G-banding and fluorescence in situ hybridization. NGS was performed with the Ion Torrent Personal Genome Machine for the following genes: GATA2, RUNX1, CEBPA, ANKRD26, ETV6, SAMD9, SAMD9L, PTPN11, NRAS, SETBP1, DDX41, TP53, FLT3, SRP72, and JAK3. Analyses were performed with Ion Reporter 5.20.8.0 software. Genetic variants were classified using the dbSNP, 1000 Genomes, COSMIC, and Varsome databases. We analyzed 25 cases of pMDS; 15 presented abnormal karyotypes, and 19 showed genetic variants. Among the 29 variants identified across 12/15 genes, 27% were pathogenic and 14% were likely pathogenic, with NRAS and GATA2 most frequently associated with disease progression. A new somatic variant of uncertain significance in SETBP1 was detected in seven patients showing heterogeneous clinical outcomes. Genetic variants were found in 7/10 patients with normal karyotypes, indicating that submicroscopic alterations can shed light on disease biology. Our results highlight the critical role of a targeted NGS panel in identifying molecular alterations associated with pMDS pathogenesis, thereby enhancing diagnostic precision, prognosis, and aiding in treatment selection. Full article
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15 pages, 600 KiB  
Review
Long-Read Sequencing and Structural Variant Detection: Unlocking the Hidden Genome in Rare Genetic Disorders
by Efthalia Moustakli, Panagiotis Christopoulos, Anastasios Potiris, Athanasios Zikopoulos, Despoina Mavrogianni, Grigorios Karampas, Nikolaos Kathopoulis, Ismini Anagnostaki, Ekaterini Domali, Alexandros T. Tzallas, Peter Drakakis and Sofoklis Stavros
Diagnostics 2025, 15(14), 1803; https://doi.org/10.3390/diagnostics15141803 - 17 Jul 2025
Viewed by 386
Abstract
Rare genetic diseases are often caused by structural variants (SVs), such as insertions, deletions, duplications, inversions, and complex rearrangements. However, due to the technical limitations of short-read sequencing, these variants remain underdiagnosed. Long-read sequencing technologies, including Oxford Nanopore and Pacific Biosciences high-fidelity (HiFi), [...] Read more.
Rare genetic diseases are often caused by structural variants (SVs), such as insertions, deletions, duplications, inversions, and complex rearrangements. However, due to the technical limitations of short-read sequencing, these variants remain underdiagnosed. Long-read sequencing technologies, including Oxford Nanopore and Pacific Biosciences high-fidelity (HiFi), have recently advanced to the point that they can accurately find SVs throughout the genome, including in previously unreachable areas like repetitive sequences and segmental duplications. This study underscores the transformative role of long-read sequencing in diagnosing rare diseases, emphasizing the bioinformatics tools designed for detecting and interpreting structural variants (SVs). Comprehensive methods are reviewed, including methylation profiling, RNA-seq, phasing analysis, and long-read sequencing. The effectiveness and applications of well-known tools like Sniffles2, SVIM, and cuteSV are also assessed. Case studies illustrate how this technique has revealed new pathogenic pathways and solved cases that were previously undetected. Along with outlining potential future paths like telomere-to-telomere assemblies and pan-genome integration, we also address existing issues, including cost, clinical validation, and computational complexity. For uncommon genetic illnesses, long-read sequencing has the potential to completely change the molecular diagnostic picture as it approaches clinical adoption. Full article
(This article belongs to the Special Issue Challenges in Monitoring and Diagnosis in Medical Sciences)
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14 pages, 1697 KiB  
Article
Characterisation of Four New Genes in the Ovine KAP19 Family
by Lingrong Bai, Huitong Zhou, Jianning He, Jinzhong Tao, Guo Yang and Jon G. H. Hickford
Int. J. Mol. Sci. 2025, 26(14), 6863; https://doi.org/10.3390/ijms26146863 - 17 Jul 2025
Viewed by 118
Abstract
This study identified four new keratin-associated protein genes (KRTAP19-n) in sheep: sKRTAP19-1, sKRTAP19-2, sKRTAP19-4, and sKRTAP19-6. These genes are closely related to the previously identified sheep genes KRTAP19-3 and KRTAP19-5, as well as to human KRTAP19-n [...] Read more.
This study identified four new keratin-associated protein genes (KRTAP19-n) in sheep: sKRTAP19-1, sKRTAP19-2, sKRTAP19-4, and sKRTAP19-6. These genes are closely related to the previously identified sheep genes KRTAP19-3 and KRTAP19-5, as well as to human KRTAP19-n genes. However, no clear orthologous relationships were found, suggesting complex evolutionary dynamics for this gene family. Extensive nucleotide sequence variation was observed across the four genes. sKRTAP19-1 had four variants, defined by four synonymous single-nucleotide polymorphisms (SNPs) and a variable number of “GGCTAC” hexanucleotide repeats. sKRTAP19-2 had five variants involving seven SNPs, three of which were non-synonymous. sKRTAP19-4 had five variants with nine SNPs (three being non-synonymous) and a three-nucleotide deletion. sKRTAP19-6 had eight variants, defined by 13 SNPs and a two-nucleotide consecutive substitution, with four of the SNPs being non-synonymous. One distinct variant each of sKRTAP19-4 and sKRTAP19-6 was found exclusively in Yanchi Tan sheep, with seven unique nucleotide differences compared to other variants. These unique variants were identical to the Romanov sheep genome in the region amplified (excluding the primer binding regions), suggesting a shared ancestral origin. The findings highlight considerable genetic diversity in ovine KRTAP19-n and lay a foundation for future research into their role in regulating wool fibre characteristics. Full article
(This article belongs to the Special Issue Molecular Genetics and Genomics of Ruminants—Second Edition)
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14 pages, 704 KiB  
Review
From Rare Genetic Variants to Polygenic Risk: Understanding the Genetic Basis of Cardiomyopathies
by Ana Belen Garcia-Ruano, Elena Sola-Garcia, Maria Martin-Istillarty and Jose Angel Urbano-Moral
J. Cardiovasc. Dev. Dis. 2025, 12(7), 274; https://doi.org/10.3390/jcdd12070274 - 17 Jul 2025
Viewed by 1181
Abstract
Cardiomyopathies represent a heterogeneous group of myocardial disorders, traditionally classified by phenotype into hypertrophic, dilated, and arrhythmogenic. Historically, these conditions have been attributed to high-penetrance rare variants in key structural genes, consistent with a classical Mendelian pattern of inheritance. However, emerging evidence suggests [...] Read more.
Cardiomyopathies represent a heterogeneous group of myocardial disorders, traditionally classified by phenotype into hypertrophic, dilated, and arrhythmogenic. Historically, these conditions have been attributed to high-penetrance rare variants in key structural genes, consistent with a classical Mendelian pattern of inheritance. However, emerging evidence suggests that this model does not fully capture the full spectrum and complexity of disease expression. Many patients do not harbor identifiable pathogenic variants, while others carrying well-known disease-causing variants remain unaffected. This highlights the role of incomplete penetrance, likely modulated by additional genetic modifiers. Recent advances in genomics have revealed a broader view of the genetic basis of cardiomyopathies, introducing new players such as common genetic variants identified as risk alleles, as well as intermediate-effect variants. This continuum of genetic risk, reflecting an overall genetic influence, interacts further with environmental and lifestyle factors, likely contributing together to the observed variability in clinical presentation. This model offers a more realistic framework for understanding genetic inheritance and helps provide a clearer picture of disease expression and penetrance. This review explores the evolving genetic architecture of cardiomyopathies, spanning from a monogenic foundation to intermediate-risk variants and complex polygenic contribution. Recognizing this continuum is essential for enhancing diagnostic accuracy, guiding family screening strategies, and enabling personalized patient management. Full article
(This article belongs to the Section Genetics)
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17 pages, 1414 KiB  
Article
Comparative Genomics and Draft Genome Assembly of the Elite Tunisian Date Palm Cultivar Deglet Nour: Insights into the Genetic Variations Linked to Fruit Ripening and Quality Traits
by Rahma Zarkouna, Afifa Hachef, Carmine Fruggiero, Gaetano Aufiero, Davide D’Angelo, Hedia Bourguiba, Maha Mezghani-Khemakhem, Nunzio D’Agostino and Salwa Zehdi-Azouzi
Int. J. Mol. Sci. 2025, 26(14), 6844; https://doi.org/10.3390/ijms26146844 - 16 Jul 2025
Viewed by 225
Abstract
The date palm (Phoenix dactylifera L.) is a key crop in the arid regions of North Africa and the Middle East, with substantial socioeconomic value. Although multiple genome assemblies have been generated using next-generation sequencing (NGS) technologies, they primarily focus on Middle [...] Read more.
The date palm (Phoenix dactylifera L.) is a key crop in the arid regions of North Africa and the Middle East, with substantial socioeconomic value. Although multiple genome assemblies have been generated using next-generation sequencing (NGS) technologies, they primarily focus on Middle Eastern cultivars, leaving North African varieties unrepresented. This study aims to address this gap by sequencing and assembling the first genome of a North African date palm using Illumina sequencing technology. We present a draft genome assembly of the elite Tunisian variety Deglet Nour. By comparing it with the Barhee BC4 reference genome, we identify key genetic variants, including single nucleotide polymorphisms (SNPs) and insertions/deletions (INDELs), potentially associated with ripening processes and fruit quality. This work expands the genomic resources for date palm research, particularly for North African cultivars, and provides new insights into the nucleotide-level variability of the genes linked to key agronomic traits. Full article
(This article belongs to the Section Molecular Genetics and Genomics)
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