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16 pages, 276 KB  
Article
Clinical and Genetic Characteristics of Pheochromocytoma and Paraganglioma: A Single-Center Experience Including a Rare VHL Variant
by Merve Korkmaz Yilmaz, Ozlem Kandemir Alibakan, Aydeniz Aydin Gumus, Alper Gezdirici, Huseyin Karatay, Serkan Sari, Tugba Matlim Ozel, Mutlu Niyazoglu and Esra Hatipoglu
J. Clin. Med. 2026, 15(2), 712; https://doi.org/10.3390/jcm15020712 - 15 Jan 2026
Abstract
Background/Objectives: Advances in the genetic understanding of pheochromocytoma–paraganglioma (PPGL) have considerably refined personalized approaches to diagnosis and management. This study aims to present our institutional experience on the diagnostic characteristics, clinical course, and genetic background of patients with PPGL, in the context of [...] Read more.
Background/Objectives: Advances in the genetic understanding of pheochromocytoma–paraganglioma (PPGL) have considerably refined personalized approaches to diagnosis and management. This study aims to present our institutional experience on the diagnostic characteristics, clinical course, and genetic background of patients with PPGL, in the context of the current literature. Methods: This retrospective analysis included 35 patients diagnosed with PPGL between years 2020 and 2024, all of whom underwent surgical resection and next-generation sequencing for germline mutations in major PPGL susceptibility genes. Clinical presentation, biochemical profile, pathological findings, and follow-up outcomes were compared between mutation-positive and mutation-negative cases. Results: Of the 35 patients with PPGL, germline mutations were identified in 6 patients (17%): 2 in Cluster 1A genes (SDHA, SDHB), 2 in Cluster 1B (VHL), and 2 in Cluster 2 (NF1). Consistent with existing literature, pathogenic germline variants—particularly SDHB and VHL—were identified in our cohort exclusively in patients younger than 30 years (ages 17, 20, and 25). Mutation-positive patients more frequently exhibited noradrenergic or non-secretory profiles (p = 0.01). Among the three non-secretory tumors in the cohort, two harbored genetic mutations (SDHA, NF1). Interestingly, both NF1-positive patients were normotensive—one (c.3496G > A) with a non-secretory tumor and the other (c.2329T > A) presenting at an unusually late age (63 years)—a strikingly atypical spectrum that underscores the phenotypic variability of NF1-associated PPGL. Bilateral disease was observed exclusively in VHL carriers (p = 0.03). Importantly, we identified a rare VHL c.369delG frameshift variant, not previously reported in association with PPGLs, in a patient with PPGL. No significant difference was observed between SDHB loss (p = 0.1) and proliferative indices (mitotic count, Ki-67) (p = 0.07, p = 0.6) between the two groups. During a median follow-up of 24 months (IQR: 18–36), one SDHB-positive patient had a recurrence, while no distant metastases were detected in the remaining mutation carriers. Conclusions: These findings support characteristic clinical patterns among mutation-positive PPGL and underscore the importance of systematic germline testing in all cases—irrespective of age, family history, or biochemical profile—to guide individualized management and enable cascade screening. The identification of a rare VHL c.369delG variant, previously unreported in association with PPGL, within a characteristic VHL-related clinical phenotype highlights the importance of this association. Similarly, atypical NF1 cases emphasize phenotypic variability and reinforce the importance of germline testing even in clinically silent presentations. Full article
(This article belongs to the Section Endocrinology & Metabolism)
11 pages, 235 KB  
Article
Harnessing AACR Project GENIE to Define the Molecular Features of Desmoplastic Small Round Cell Tumor
by Sowmya Kolluru, Nicole Horio, Elijah Torbenson, Beau Hsia and Abubakar Tauseef
Curr. Issues Mol. Biol. 2026, 48(1), 85; https://doi.org/10.3390/cimb48010085 - 15 Jan 2026
Abstract
Desmoplastic small round cell tumor (DSRCT) is a rare but aggressive soft tissue sarcoma of the abdomen. With an asymptomatic course and rapid dissemination, DSRCT’s prognosis is poor at diagnosis. This study characterizes the demographic variation and genomic profile of DSRCT to guide [...] Read more.
Desmoplastic small round cell tumor (DSRCT) is a rare but aggressive soft tissue sarcoma of the abdomen. With an asymptomatic course and rapid dissemination, DSRCT’s prognosis is poor at diagnosis. This study characterizes the demographic variation and genomic profile of DSRCT to guide studies into diagnosis and treatment. The AACR GENIE database was utilized to identify genetic alterations in DSRCT. Data was queried to identify disease prevalence by different demographic variables. Information was collected on frequency of somatic mutations and copy number alterations, rates of mutation co-occurrence, and mutations seen in primary and metastatic samples. ARID1A, TP53, ATM, TERT, and FGFR4 were the most frequently identified somatic mutations. Copy number alterations seen in DSRCT were commonly homozygous deletions in tumor suppressor genes. Independent of sex, WT1 mutations were most common. Non-White patients saw single occurrences of many mutations but recurrent ones in ANKRD11 and KMT2C. Co-occurrence was found between FGFR4 and EP300. Moreover, primary tumor samples had exclusive mutations in AKAP9, KDM2B, MAGED1, MKI67, PCLO, and TRAF1. Metastatic samples had exclusive mutations in FIP1L1 and NRIP1. Our data highlights mutational variation across demographic cohorts. These patterns are vital to future studies into identifying diagnostic markers or therapeutic targets. Full article
(This article belongs to the Section Bioinformatics and Systems Biology)
17 pages, 703 KB  
Review
Suidae Coronaviruses: Epidemiology, Transmission, and Molecular Diagnosis
by Chiara Ortello, Lorenzo Pace, Donatella Farina, Viviana Manzulli, Valeria Rondinone, Dora Cipolletta and Domenico Galante
Animals 2026, 16(2), 257; https://doi.org/10.3390/ani16020257 - 15 Jan 2026
Abstract
The emergence and spread of swine coronaviruses represent a growing challenge for both veterinary medicine and public health. These viruses exhibit high mutation rates, recombination potential, and the capacity for cross-species transmission. Among the most relevant pathogens are PEDV, TGEV, PRCV, PHEV, PDCoV, [...] Read more.
The emergence and spread of swine coronaviruses represent a growing challenge for both veterinary medicine and public health. These viruses exhibit high mutation rates, recombination potential, and the capacity for cross-species transmission. Among the most relevant pathogens are PEDV, TGEV, PRCV, PHEV, PDCoV, and SADS-CoV, which have caused significant outbreaks in swine production systems worldwide, with severe economic consequences. Recent evidence demonstrates coronavirus circulation in wild boar populations across Europe, including Italy, Spain, and Germany. Although wild boars are not confirmed as primary reservoirs, their ecological behavior and increasing overlap with domestic pigs raise concern over their potential role in maintaining viral circulation. Future research priorities should focus on developing a more integrated and coordinated system for the control of swine coronaviruses, including strengthened surveillance in both domestic pigs and wild boar populations, the use of molecular epidemiology techniques to identify emerging variants, and structured collaboration among veterinary, ecological, health, and regulatory sectors. Finally, investment is needed in the development of next-generation vaccines and diagnostic tools to address the considerable genetic variability of swine coronaviruses and to improve the prevention and early detection of and response to future epidemic threats. Full article
(This article belongs to the Special Issue Studies of Swine Coronavirus)
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20 pages, 586 KB  
Review
Artificial Intelligence in Recurrent Pregnancy Loss: Current Evidence, Limitations, and Future Directions
by Athanasios Zikopoulos, Efthalia Moustakli, Anastasios Potiris, Konstantinos Louis, Ioannis Arkoulis, Aikaterini Lydia Vogiatzoglou, Maria Tzeli, Nikolaos Kathopoulis, Panagiotis Christopoulos, Nikolaos Thomakos, Ekaterini Domali and Sofoklis Stavros
J. Clin. Med. 2026, 15(2), 686; https://doi.org/10.3390/jcm15020686 - 14 Jan 2026
Abstract
Background: Despite significant advances in genetics, immunology, and endometrial research, the underlying cause of nearly half of recurrent pregnancy loss (RPL) cases remains unknown. This highlights the limitations of conventional diagnostic approaches and underscores the need for methods that can detect complex, subtle [...] Read more.
Background: Despite significant advances in genetics, immunology, and endometrial research, the underlying cause of nearly half of recurrent pregnancy loss (RPL) cases remains unknown. This highlights the limitations of conventional diagnostic approaches and underscores the need for methods that can detect complex, subtle biological patterns. Objectives: To summarize and critically assess how artificial intelligence (AI) is changing our knowledge of, ability to predict, and future therapeutic management of RPL, with a focus on machine learning (ML) approaches that identify latent biological pathways and multifactorial contributors to pregnancy loss. Methods: This narrative review summarizes contemporary research on AI applications in reproductive medicine. Research using imaging, proteomic, genomic, clinical, and multi-omics information to create predictive or mechanistic models associated with RPL provided evidence. Results: AI-based approaches are increasingly demonstrating the ability to detect complex interactions among environmental, immunological, biochemical, and genetic factors associated with RPL. ML and deep learning (DL) models enhance prognostic accuracy, identify novel candidate biomarkers, and provide insights into the systemic and molecular mechanisms underlying pregnancy loss. Integrating heterogeneous data through AI supports the development of personalized reproductive profiles and can improve prediction and counseling. Conclusions: AI has the potential to improve both personalized prediction and mechanistic understanding of RPL. However, clinical translation is currently hampered by a number of important issues, including small and diverse datasets, conflicting diagnostic definitions, limited external validation, and a lack of prospective clinical trials. To responsibly integrate AI tools into reproductive care, these limitations must be addressed. Full article
(This article belongs to the Special Issue AI in Maternal Fetal Medicine and Perinatal Management)
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23 pages, 6117 KB  
Article
Identification and Characterisation of Canine Osteosarcoma Biomarkers and Therapeutic Targets
by Jorja Jackson-Oxley, Aziza A. Alibhai, Rachel Thompson, Jennifer Lothion-Roy, Simone de Brot, Mark D. Dunning, Jennie N. Jeyapalan, Nigel P. Mongan and Catrin S. Rutland
Cancers 2026, 18(2), 262; https://doi.org/10.3390/cancers18020262 - 14 Jan 2026
Abstract
Background: Osteosarcoma (OSA) is the most common type of bone cancer in canines. Novel therapies are required to prevent the growth, survival, and metastatic progression of this cancer, to increase life expectancy of patients. Immunohistochemical (IHC) studies and RNA sequencing help us gain [...] Read more.
Background: Osteosarcoma (OSA) is the most common type of bone cancer in canines. Novel therapies are required to prevent the growth, survival, and metastatic progression of this cancer, to increase life expectancy of patients. Immunohistochemical (IHC) studies and RNA sequencing help us gain a deeper understanding into the molecular mechanisms of the disease. Methods: We previously compared canine OSA tissues with patient matched non-tumour tissues, revealing 442 overexpressed genes within the samples. The present research used IHC staining for four of these genes in OSA tissues: G protein-coupled receptor 64 (GPR64), TOX High Mobility Group Box Family Member 3 (TOX3), Matrix Metallopeptidase 12 (MMP-12), and Forkhead Box F1 (FOXF1). H-scoring was performed to quantitatively assess protein expression and qualitatively contextualise staining locations. Additional analyses addressed whether gender or anatomical location of lesions (axial or appendicular tumours) affected protein expression. cBioPortal was employed to analyse expression and genetic alterations in patients. Results: GPR64, TOX3, MMP-12, and FOXF1 showed high mRNA expression and genetic alterations in people with OSA. GPR64, TOX3, MMP-12, and FOXF1 were all expressed in canine OSA with novel findings regarding cellular expression. Additionally, differential sex expression was revealed for GPR64 and TOX3. Potential biomarkers or therapeutic targets were identified. Conclusions: These studies, and subsequent analysis, have provided insights into the molecular mechanisms associated with OSA progression and revealed potential biomarkers for diagnostic and prognostic purposes. A deeper understanding of genetic and protein interactions will support and progress novel pathways towards diagnostic, prognostic, and treatment interventions for OSA in both veterinary and human medicine. Full article
(This article belongs to the Special Issue Advances in Soft Tissue and Bone Sarcoma (2nd Edition))
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16 pages, 1202 KB  
Review
Miscarriage Tissue Research: Still in Its Infancy
by Rosa E. Lagerwerf, Laura Kox, Melek Rousian, Bernadette S. De Bakker and Yousif Dawood
Life 2026, 16(1), 128; https://doi.org/10.3390/life16010128 - 14 Jan 2026
Abstract
Each year, around 23 million miscarriages occur worldwide, which have a substantial emotional impact on parents, and impose significant societal costs. While medical care accounts for most expenses, work productivity loss contributes significantly. Addressing underlying causes of miscarriage could improve parents’ mental health [...] Read more.
Each year, around 23 million miscarriages occur worldwide, which have a substantial emotional impact on parents, and impose significant societal costs. While medical care accounts for most expenses, work productivity loss contributes significantly. Addressing underlying causes of miscarriage could improve parents’ mental health and potentially their economic impact. In most countries, investigations into miscarriage causes are only recommended after recurrent cases, focusing mainly on maternal factors. Fetal and placental tissue are rarely examined, as current guidelines do not advise routine genetic analyses of pregnancy tissue, because the impact of further clinical decision making and individual prognosis is unclear. However, this leaves over 90% of all miscarriage cases unexplained and highlights the need for alternative methods. We therefore conducted a narrative review on genetic analysis, autopsy, and imaging of products of conception (POC). Karyotyping, QF-PCR, SNP array, and aCGH were reviewed in different research settings, with QF-PCR being the most cost-effective, while obtaining the highest technical success rate. Karyotyping, historically being considered the gold standard for POC examination, was the least promising. Post-mortem imaging techniques including post-mortem ultrasound (PMUS), ultra-high-field magnetic resonance imaging (UHF-MRI), and microfocus computed tomography (micro-CT) show promising diagnostic capabilities in miscarriages, with micro-CT achieving the highest cost-effective performance. In conclusion, current guidelines do not recommend diagnostic testing for most cases, leaving the majority unexplained. Although genetic and imaging techniques show promising diagnostic potential, they should not yet be implemented in routine clinical care and require thorough evaluation within research settings—assessing not only diagnostic and psychosocial outcomes but also economic implications. Full article
(This article belongs to the Section Physiology and Pathology)
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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
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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18 pages, 1845 KB  
Review
Paraneoplastic Neurological Syndromes: Advances and Future Perspectives in Immunopathogenesis and Management
by Stoimen Dimitrov, Mihael Tsalta-Mladenov, Plamena Kabakchieva, Tsvetoslav Georgiev and Silva Andonova
Antibodies 2026, 15(1), 8; https://doi.org/10.3390/antib15010008 - 14 Jan 2026
Abstract
Paraneoplastic neurological syndromes (PNSs) are immune-mediated disorders caused by an antitumor response that cross-reacts with the nervous system, leading to severe and often irreversible neurological disability. Once considered exceedingly rare, PNSs are now increasingly recognized owing to the identification of novel neural autoantibodies, [...] Read more.
Paraneoplastic neurological syndromes (PNSs) are immune-mediated disorders caused by an antitumor response that cross-reacts with the nervous system, leading to severe and often irreversible neurological disability. Once considered exceedingly rare, PNSs are now increasingly recognized owing to the identification of novel neural autoantibodies, wider use of commercial testing, and the emergence of immune checkpoint inhibitor (ICI)-related neurotoxicity that phenotypically overlaps with classic PNS. In this narrative review, we performed a structured search of PubMed/MEDLINE, Scopus, Web of Science, and Google Scholar, without date restrictions, to summarize contemporary advances in the epidemiology, pathogenesis, diagnosis, and management of PNS. Population-based data show rising incidence, largely reflecting improved ascertainment and expanding indications for ICIs. Pathogenetically, we distinguish T-cell-mediated syndromes associated with intracellular antigens from antibody-mediated disorders targeting neuronal surface proteins, integrating emerging concepts of molecular mimicry, tumor genetics, and HLA-linked susceptibility. The 2021 PNS-Care criteria are also reviewed, which replace earlier “classical/non-classical” definitions with risk-stratified phenotypes and antibodies, and demonstrate superior diagnostic performance while underscoring that “probable” and “definite” PNS should be managed with equal urgency. Newly described antibodies and methodological innovations such as PhIP-Seq, neurofilament light chain, and liquid biopsy are highlighted, which refine tumor search strategies and longitudinal monitoring. Management principles emphasize early tumor control, prompt immunotherapy, and a growing repertoire of targeted agents, alongside specific considerations for ICI-associated neurological syndromes. Remaining challenges include diagnostic delays, limited high-level evidence, and the paucity of validated biomarkers of disease activity. Future work should prioritize prospective, biomarker-driven trials and multidisciplinary pathways to shorten time to diagnosis and improve long-term outcomes in patients with PNS. Full article
(This article belongs to the Section Humoral Immunity)
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10 pages, 1291 KB  
Communication
Completion of the Genome Sequence of a Historic CDV Vaccine Strain, Rockborn: Evolutionary and Epidemiologic Implications
by Zsófia Lanszki, Krisztián Bányai, Ágnes Bogdán, Gábor Kemenesi, Georgia Diakoudi, Gianvito Lanave, Francesco Pellegrini, Nicola Decaro and Vito Martella
Vet. Sci. 2026, 13(1), 81; https://doi.org/10.3390/vetsci13010081 - 14 Jan 2026
Abstract
The historic Rockborn strain of the canine distemper virus was widely used as a vaccine, but its use was discontinued due to safety concerns. Yet, Rockborn-like canine distemper virus strains are still used in some vaccine formulations. Genetic analysis of this strain was [...] Read more.
The historic Rockborn strain of the canine distemper virus was widely used as a vaccine, but its use was discontinued due to safety concerns. Yet, Rockborn-like canine distemper virus strains are still used in some vaccine formulations. Genetic analysis of this strain was previously limited to the H gene, leaving its full evolutionary and pathogenic potential unclear. This study aimed to determine the complete genome sequence of the Rockborn strain to reconstruct its origin, understand its evolution, and provide a reference for improving diagnostics and future research on virulence markers. An amplicon-based sequencing protocol using MinION nanopore technology was employed to determine the complete genome of the Rockborn-46th laboratory strain. The genome was assembled, annotated, and analyzed in comparison with 223 genomes. The complete genome of the Rockborn strain was 15,690 nucleotides in length. Phylogenetic analysis revealed that Rockborn forms a unique lineage with field isolates from a masked civet in China and a dog in the United States. Crucially, a significant recombination event was identified, showing that the Rockborn strain acted as a parental strain, contributing its F and H genes to create mosaic viruses. The full-genome characterization of the Rockborn strain confirms that Rockborn-like viruses persist and actively contribute to the evolution of canine distemper virus through recombination. This finding highlights the inadequacy of single-gene analysis for diagnostics and surveillance, and underscores the necessity of whole-genome sequencing to accurately track the virus epidemiology and evolution. Full article
(This article belongs to the Section Veterinary Microbiology, Parasitology and Immunology)
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16 pages, 3198 KB  
Article
Genomic Characterization of a Mycoplasma ovipneumoniae Strain from Hu Sheep in Inner Mongolia, China
by Lingli Dai, Na Wang, Fan Zhang, Yuemei Zhang, Yue Song, Wei Liu, Xiaodong Cao, Jingyu Shi, Shihua Zhao and Fan Bai
Vet. Sci. 2026, 13(1), 79; https://doi.org/10.3390/vetsci13010079 - 13 Jan 2026
Abstract
Mycoplasma ovipneumoniae poses a major threat to sheep respiratory health, contributing to significant economic losses in farming communities. In this study, we isolated a novel strain, IM-DMQ, from a Hu sheep in Inner Mongolia that exhibited pulmonary adenomatous-like lesions, which is an uncommon [...] Read more.
Mycoplasma ovipneumoniae poses a major threat to sheep respiratory health, contributing to significant economic losses in farming communities. In this study, we isolated a novel strain, IM-DMQ, from a Hu sheep in Inner Mongolia that exhibited pulmonary adenomatous-like lesions, which is an uncommon pathological manifestation for this pathogen. The complete genome was sequenced using a hybrid Nanopore and Illumina approach, revealing a 1,039,804 bp circular chromosome with a GC content of 29.15%, encoding 1529 genes. Functional annotation highlighted genes involved in essential metabolic processes and potential virulence mechanisms. Comparative genomic analysis demonstrated that IM-DMQ shares the closest ancestry (ANI: 98.3%) with the Chinese strain NXNK2203, while structural variations and 14 unique genes distinguished it from other global strains. Furthermore, microbial community profiling of the original lung tissue revealed a co-infection background involving multiple bacterial pathogens, offering an etiological context for the severe disease presentation. These results provide the first complete genomic resource for an M. ovipneumoniae strain from Inner Mongolia associated with unusual pulmonary pathology, offering insights into its genetic diversity and supporting the future development of targeted diagnostics and vaccines for regional disease control. Full article
(This article belongs to the Special Issue Prevention and Control of Infectious Diseases in Small Ruminants)
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26 pages, 415 KB  
Review
HPV-Driven Cervical Carcinogenesis: Genetic and Epigenetic Mechanisms and Diagnostic Approaches
by Evangelia Legaki, Theofania Lappa, Konstantina-Lida Prasoula, Zoi Kardasi, Emmanouil Kalampokas, Theodoros Kalampokas, Maria G. Roubelakis, Ekaterina Charvalos and Maria Gazouli
Int. J. Mol. Sci. 2026, 27(2), 803; https://doi.org/10.3390/ijms27020803 - 13 Jan 2026
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Abstract
Cervical cancer remains a major global public health concern, with persistent infection by high-risk human papillomavirus (hrHPV) types recognized as the primary etiological factor. This review explores the multifactorial nature of the disease, focusing on the complex interplay between host genetic susceptibility and [...] Read more.
Cervical cancer remains a major global public health concern, with persistent infection by high-risk human papillomavirus (hrHPV) types recognized as the primary etiological factor. This review explores the multifactorial nature of the disease, focusing on the complex interplay between host genetic susceptibility and epigenetic alterations that drive cervical carcinogenesis. Evidence from genome-wide association studies (GWAS) is discussed, highlighting the contribution of specific genetic loci, predominantly within the HLA region, to susceptibility to HPV infection and disease progression. In parallel, the review examines the molecular mechanisms by which the viral oncoproteins E6 and E7 promote genetic instability and epigenetic reprogramming, including histone modifications and dysregulation of non-coding RNAs. Particular emphasis is placed on DNA methylation, affecting both the viral genome and host genes such as FAM19A4, CADM1, PAX1, and MAL, as a promising biomarker for triage and detection of high-grade intraepithelial lesions (CIN2+). Finally, the review evaluates currently available methylation-based assays and self-sampling devices, highlighting their potential to enhance diagnostic accuracy and increase participation in cervical cancer screening programs. Full article
(This article belongs to the Special Issue Molecular Advances in Gynecologic Cancer, 2nd Edition)
29 pages, 809 KB  
Review
Endocrine Disorders of Calcium Signaling in Children: Neuroendocrine Crosstalk and Clinical Implications
by Roberto Paparella, Francesca Pastore, Lavinia Marchetti, Arianna Bei, Irene Bernabei, Norma Iafrate, Vittorio Maglione, Marcello Niceta, Anna Zambrano, Mauro Celli, Marco Fiore, Ida Pucarelli and Luigi Tarani
Cells 2026, 15(2), 140; https://doi.org/10.3390/cells15020140 - 13 Jan 2026
Viewed by 238
Abstract
Calcium ions (Ca2+) serve as universal second messengers regulating endocrine, neuronal, and metabolic processes. In children and adolescents, tight calcium signaling control is crucial for growth, hormone homeostasis, neuromuscular function, and neurodevelopment. Disruptions in Ca2+-dependent pathways—whether genetic, metabolic, or [...] Read more.
Calcium ions (Ca2+) serve as universal second messengers regulating endocrine, neuronal, and metabolic processes. In children and adolescents, tight calcium signaling control is crucial for growth, hormone homeostasis, neuromuscular function, and neurodevelopment. Disruptions in Ca2+-dependent pathways—whether genetic, metabolic, or acquired—underlie a spectrum of pediatric endocrine diseases often presenting with neurological manifestations This review summarizes calcium’s roles in hormone secretion, parathyroid and vitamin D metabolism, and neuronal excitability, and discusses monogenic and metabolic disorders affecting calcium sensing and signaling, including CASR, GNA11, AP2S1, STIM1, and ORAI1 mutations. Diagnostic challenges, therapeutic strategies, and future directions for precision medicine in pediatric neuroendocrinology are highlighted, emphasizing early recognition and improved clinical outcomes. Full article
(This article belongs to the Special Issue New Discoveries in Calcium Signaling-Related Neurological Disorders)
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12 pages, 1723 KB  
Communication
Insights into INS Gene Variation from Seven Years of Monogenic Diabetes Testing—Novel Genetic Variants and Their Clinical Implications
by Tomasz Płoszaj, Patrycja Mojsak, Sebastian Skoczylas, Katarzyna Piekarska, Maciej Borowiec, Barbara Salmonowicz, Leszek Czupryniak, Małgorzata Mysliwiec, János András Mótyán, Krisztina Tar and Agnieszka Zmysłowska
Appl. Sci. 2026, 16(2), 795; https://doi.org/10.3390/app16020795 - 13 Jan 2026
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Abstract
Monogenic diabetes (MD) is a rare and heterogeneous group of disorders caused by genetic variants in genes involved in glucose metabolism. Among many MD genes, the insulin gene (INS) deserves special attention, as its variants are responsible for both permanent neonatal diabetes mellitus [...] Read more.
Monogenic diabetes (MD) is a rare and heterogeneous group of disorders caused by genetic variants in genes involved in glucose metabolism. Among many MD genes, the insulin gene (INS) deserves special attention, as its variants are responsible for both permanent neonatal diabetes mellitus (PNDM) and transient neonatal diabetes mellitus (TNDM), as well as a form of MODY (maturity-onset diabetes of the young)—INS-MODY. The aim of the study was to perform a clinical and molecular analysis of patients focused on the evaluation of INS gene variants identified during molecular testing in patients referred with suspected MD, and to assess the prediction of their impact on protein structure using in silico methods. Between 2017 and 2024, 1043 unrelated probands were tested using targeted next-generation sequencing (tNGS) panels. Three pathogenic or likely pathogenic variants in the INS gene were identified in three unrelated families, indicating that this gene accounts for 0.38% of MD cases. This allowed for the diagnosis of PNDM in two patients with diabetes diagnosed within the first four months of life and INS-MODY in a patient with diabetes since the age of 16. Moreover, in the patient with PNDM and the INS:c.T104C variant, additional disorders were identified in the form of intrauterine growth restriction (IUGR) and neurological disorders. Importantly, two of the identified genetic variants, c.C103G and c.G3C, have not previously been described in the literature. Furthermore, in silico analysis of the variants at the protein level, i.e., investigation of mutations at the 35th residue, indicated that symptom severity correlates with the extent of structural changes in insulin. The results obtained broaden the spectrum of causative variants of the INS gene, but also emphasize the clinical significance of these variants in patients with various forms of diabetes, pointing to the key role of comprehensive genetic testing in enabling accurate diagnosis and targeted treatment of patients. Full article
(This article belongs to the Special Issue Advanced Studies in Molecular and Metabolic Mechanisms of Diabetes)
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29 pages, 4302 KB  
Article
Discrimination of Bipolar Disorder and Schizophrenia Patients Based on LC-HRMS Lipidomics
by Milan R. Janković, Nataša Avramović, Zoran Miladinović, Milka B. Jadranin, Marija Takić, Gordana Krstić, Aleksandra Gavrilović, Čedo Miljević, Maja Pantović, Zorana Andrić, Savvas Radević, Danica Savić, Stefan Lekić, Vele Tešević and Boris Mandić
Metabolites 2026, 16(1), 69; https://doi.org/10.3390/metabo16010069 - 12 Jan 2026
Viewed by 68
Abstract
Background/Objectives: Schizophrenia (SCH) and bipolar disorder (BD) share overlapping symptoms and genetic factors, making differential diagnosis challenging and often leading to misdiagnosis. This study aimed to identify potential lipid biomarkers of serum capable of distinguishing BD from SCH. Methods: Lipid profiles of serum [...] Read more.
Background/Objectives: Schizophrenia (SCH) and bipolar disorder (BD) share overlapping symptoms and genetic factors, making differential diagnosis challenging and often leading to misdiagnosis. This study aimed to identify potential lipid biomarkers of serum capable of distinguishing BD from SCH. Methods: Lipid profiles of serum from 30 SCH and 31 BD patients were analyzed in triplicates using liquid chromatography–high-resolution mass spectrometry (LC-HRMS). Chemometric analysis was applied, including class and gender identifiers. Orthogonal partial least squares (OPLS) models with 1000 cross-validations were used to validate feature subsets. Results: The chemometric analysis included the most relevant metabolites in the comparison between all samples of SCH and BD patients, identifying five key biomarkers (LPC 16:0, SM 33:1, SM 32:1, compound C30H58O3, and PC 30:0) with VIP scores > 1 for distinguishing BD from SCH. Gender-specific models revealed five biomarkers in males (SM 32:1, SM 33:1, PC 32:1, PC 30:0, and FA 16:1) and two in females (LPC 16:0 and C30H58O3). These biomarkers primarily belonged to glycerophospholipids (GPs) and sphingophospholipids (SPs). Conclusions: Comparative lipid profiling between SCH and BD, including gender-specific subgroups, enabled identification of potential diagnosis-specific biomarkers. Elevated levels of GPs and SPs in SCH patients suggest lipid metabolism differences that may support improved diagnostic accuracy and personalized treatment strategies. Full article
(This article belongs to the Section Endocrinology and Clinical Metabolic Research)
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Article
Experimental Mis-Splicing Assessment and ACMG/AMP-Guided Classification of 47 ATM Splice-Site Variants
by Inés Llinares-Burguet, Lara Sanoguera-Miralles, Elena Bueno-Martínez, Ada Esteban-Sanchez, Daniel Romano-Medina, Lobna Ramadane-Morchadi, Alicia García-Álvarez, Pedro Pérez-Segura, Doug F. Easton, Peter Devilee, Maaike P. G. Vreeswijk, Miguel de la Hoya and Eladio A. Velasco-Sampedro
Int. J. Mol. Sci. 2026, 27(2), 765; https://doi.org/10.3390/ijms27020765 - 12 Jan 2026
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Abstract
Pathogenic germline variants in the ATM gene are associated with a 20–30% lifetime risk of breast cancer. Crucially, a relevant fraction of loss-of-function variants in breast cancer susceptibility genes disrupts pre-mRNA splicing. We aimed to perform splicing analysis of ATM splice-site variants identified [...] Read more.
Pathogenic germline variants in the ATM gene are associated with a 20–30% lifetime risk of breast cancer. Crucially, a relevant fraction of loss-of-function variants in breast cancer susceptibility genes disrupts pre-mRNA splicing. We aimed to perform splicing analysis of ATM splice-site variants identified in the large-scale sequencing project BRIDGES (Breast Cancer After Diagnostic Gene Sequencing). To this end, we bioinformatically selected 47 splice-site variants across 17 exons that were genetically engineered into three minigenes and assayed in MCF-7 cells. Aberrant splicing was observed in 38 variants. Of these, 30 variants, including 7 missense, yielded no or negligible expression of the minigene full-length (mgFL) transcript. A total of 69 different transcripts were characterized, 48 of which harboured a premature termination codon. Some variants, such as c.2922-1G>A, generated complex patterns with up to 10 different transcripts. Alternative 3′ or 5′ splice-site usage was the predominant event. Integration of ATM minigene read-outs into the ACMG/AMP (American College of Medical Genetics and Genomics/Association for Molecular Pathology)-based specifications for the ATM gene enabled the classification of 30 ATM variants as pathogenic or likely pathogenic and 9 as likely benign. Overall, splicing assays provide key information for variant interpretation and the clinical management of patients. Full article
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