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Keywords = NEXT-generation sequencing

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13 pages, 2446 KB  
Case Report
Delayed Diagnosis of Alpha-1 Antitrypsin Deficiency in an Elderly Patient
by Beatrice Ragnoli, Patrizia Pochetti, Xheni Veselagu and Mario Malerba
Diagnostics 2026, 16(9), 1329; https://doi.org/10.3390/diagnostics16091329 (registering DOI) - 28 Apr 2026
Abstract
Background and Clinical Significance: Alpha-1 antitrypsin deficiency (AATD) is an autosomal codominant disorder caused by pathogenic variants in the SERPINA1 gene, resulting in reduced circulating alpha-1 antitrypsin (AAT) or production of dysfunctional protein. AAT is the principal inhibitor of neutrophil elastase, and its [...] Read more.
Background and Clinical Significance: Alpha-1 antitrypsin deficiency (AATD) is an autosomal codominant disorder caused by pathogenic variants in the SERPINA1 gene, resulting in reduced circulating alpha-1 antitrypsin (AAT) or production of dysfunctional protein. AAT is the principal inhibitor of neutrophil elastase, and its deficiency leads to unchecked proteolytic activity, progressive destruction of lung parenchyma, and increased susceptibility to infections. Severe deficiency, particularly in individuals homozygous for the Z allele (PI*ZZ), predisposes to early-onset panacinar emphysema, chronic airflow obstruction, and liver disease. Despite its clinical relevance, AATD remains markedly underdiagnosed and is frequently misclassified as smoking-related chronic obstructive pulmonary disease (COPD), delaying access to disease-modifying therapy, genetic counselling, and preventive strategies. Early recognition is therefore essential to improve outcomes. Case Presentation: We report the case of a 68-year-old ex-smoker with a long-standing diagnosis of “COPD” who presented with acute-on-chronic type 2 respiratory failure and community-acquired pneumonia. Spirometry revealed severe airflow obstruction, and high-resolution computed tomography demonstrated extensive basilar panlobular emphysema, raising suspicion for AATD. Serum AAT concentration was critically low at 26.8 mg·dL−1, and isoelectric focusing confirmed a PI*ZZ phenotype. Next-generation sequencing identified homozygosity for the SERPINA1 c.1096G>A (Z) variant, with no additional pathogenic alleles. Cascade family screening revealed multiple heterozygous PI*MZ relatives. Before augmentation therapy could be initiated, the patient developed severe Legionella pneumophila pneumonia with secondary bacterial superinfection, progressing to refractory septic shock and death. Conclusions: This case illustrates how AATD can masquerade as smoking-related COPD for years, leading to missed opportunities for timely intervention. It underscores the importance of testing all adults with COPD or refractory asthma at least once, regardless of age or smoking history. Early diagnosis enables initiation of augmentation therapy, targeted vaccination, lifestyle modification, and genetic counselling, ultimately improving prognosis and reducing preventable morbidity and mortality. Full article
(This article belongs to the Section Clinical Diagnosis and Prognosis)
16 pages, 2191 KB  
Article
Molecular Profiling of Acute Myeloid Leukemia in Pakistan: Comprehensive Variant Landscape Revealed by Targeted NGS
by Rafia Mahmood, Saleem Ahmed Khan, Sadia Ali, Fatima Sharif, Umar Khurshid, Dilshad Ahmed, Eshal Shahzad, Hamid Saeed Malik, Naghmi Asif and Sidrah Jahangir
Int. J. Mol. Sci. 2026, 27(9), 3927; https://doi.org/10.3390/ijms27093927 - 28 Apr 2026
Abstract
Acute myeloid leukemia (AML) is a heterogeneous malignancy, with clonal complexity and somatic mutations critically influencing prognosis and treatment. While global genomic profiling efforts have revolutionized AML classification and risk stratification, the molecular landscape in Pakistani patients remains underexplored. Our aim is to [...] Read more.
Acute myeloid leukemia (AML) is a heterogeneous malignancy, with clonal complexity and somatic mutations critically influencing prognosis and treatment. While global genomic profiling efforts have revolutionized AML classification and risk stratification, the molecular landscape in Pakistani patients remains underexplored. Our aim is to perform targeted next-generation sequencing (NGS) for somatic mutational profiling of newly diagnosed AML patients in Pakistan. This prospective study was conducted at the Armed Forces Institute of Pathology, Pakistan, from January 2021 to January 2026. Among 104 patients, 204 somatic variants were identified (mean: 1.96 variants/patient), predominantly single-nucleotide variants (49.5%). Missense mutations (38.2%) were most common, with enriched transitions (Ti/Tv: 1.27:1). Frequently mutated genes included TP53 (22.1%), KIT (9.8%), CEBPA (8.8%), and NRAS (5.9%). Cell-signaling genes (30.4%) and tumor suppressor genes (27.0%) were the most affected functional groups. Co-mutation analysis showed clustering led by DNMT3A–IDH1 co-occurrence (ρ ≈ 0.43). DNA-methylation alterations frequently co-occurred with tumor suppressors (OR ≈ 4.6, p = 0.007), transcription factors (OR ≈ 3.9, p = 0.023), and NPM1 (ρ = 0.32). This study provides the first comprehensive genomic map of Pakistani AML patients, revealing unique mutational signatures. The findings lay the groundwork for population-specific precision oncology in low- and middle-income countries. Full article
17 pages, 2167 KB  
Article
Development and Characterization of a Novel Congenital Acute Erythroid Leukemia Cell Line with Unique Features
by Prasiksha Sitaula, Manisha Gadgeel, Holly Edwards, Lisa Polin, Juiwanna Kushner, Sijana H. Dzinic, Kathryn White, Yubin Ge, Jeffrey W. Taub, Katherine Gurdziel, Hunter Dlugas, Greg Dyson, Rozzelle Arlene, David Carr, Omar Moussa and Süreyya Savaşan
Cancers 2026, 18(9), 1396; https://doi.org/10.3390/cancers18091396 - 28 Apr 2026
Abstract
Background: Acute erythroid leukemia (AEL) or AML-M6 predominantly affects older adults and is rare in childhood. Compared with other AML subtypes, AEL remains relatively understudied because of its rarity. We established LS-CHM, a novel AEL cell line derived from the ascitic fluid of [...] Read more.
Background: Acute erythroid leukemia (AEL) or AML-M6 predominantly affects older adults and is rare in childhood. Compared with other AML subtypes, AEL remains relatively understudied because of its rarity. We established LS-CHM, a novel AEL cell line derived from the ascitic fluid of a patient with congenital leukemia. Interestingly, leukemic cells persisted in the ascitic fluid even after successful eradication from the bone marrow and extramedullary sites. Method: Leukemia cells from the ascites fluid exhibited robust proliferation in culture independent of cytokine requirement and were further characterized by flow cytometric immunophenotyping, cytogenetics, cell cycle and doubling time analysis, colony formation, genome and RNA sequencing, myeloid gene next generation sequencing, and cytotoxicity analysis. Results: LS-CHM displayed CD36, partial CD235a, CD31, CD43, and CD71 expression and demonstrated in vitro robust growth and high sensitivity to chemotherapeutic agents. A PDX mouse model showed development of leukemia. Genomic analysis revealed a frameshift BCOR mutation in the absence of additional mutations and downregulated TP53 expression with an exonic non-deleterious mutation. RNA sequencing of LS-CHM cells revealed upregulation of two cohesin complex genes, RAD21 and SMC3, whose high levels are associated with hematopoietic stem cell differentiation into erythroid lineage. Conclusions: LS-CHM represents the first congenital AEL-derived cell line, in contrast to the predominantly adult-origin and often secondary erythroid leukemia cell lines available currently. Thus, LS-CHM provides a unique pediatric and extramedullary AEL model, expanding the existing spectrum of AEL cell lines and offering valuable opportunities for biologic and therapeutic investigations. Full article
(This article belongs to the Section Molecular Cancer Biology)
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24 pages, 1459 KB  
Article
Genomic Predictors of Platinum Resistance and Survival in High-Grade Serous Ovarian Carcinoma: Insights from an Explorative Targeted Next-Generation Sequencing Analysis
by Carmela De Marco, Valentina Rocca, Simona Migliozzi, Claudia Veneziano, Francesca Gualtieri, Annamaria Cerantonio, Tahreem Arshad Butt, Gianluca Santamaria, Maria Teresa De Angelis, Annalisa Di Cello, Roberta Venturella, Fulvio Zullo and Giuseppe Viglietto
Cancers 2026, 18(9), 1390; https://doi.org/10.3390/cancers18091390 - 28 Apr 2026
Abstract
Background: High-grade serous ovarian carcinoma (HG-SOC) remains the most lethal gynecological malignancy, largely due to intrinsic or acquired resistance to platinum-based chemotherapy. Although large-scale sequencing studies have delineated the genomic landscape of HG-SOC, clinically actionable biomarkers predictive of platinum response and outcome are [...] Read more.
Background: High-grade serous ovarian carcinoma (HG-SOC) remains the most lethal gynecological malignancy, largely due to intrinsic or acquired resistance to platinum-based chemotherapy. Although large-scale sequencing studies have delineated the genomic landscape of HG-SOC, clinically actionable biomarkers predictive of platinum response and outcome are still lacking. This study aimed to identify genomic alterations associated with platinum sensitivity, resistance, or refractoriness, and to assess their prognostic relevance. Methods: Tumor DNA from 24 HG-SOC patients with optimal cytoreductive resection, classified as platinum-sensitive (n = 9), platinum-resistant (n = 8), or platinum-refractory (n = 7) underwent targeted next-generation sequencing of 409 cancer-associated genes. Somatic variants were filtered and classified for oncogenicity using established criteria incorporating predicted functional impact, REVEL scores, and population allele frequencies. Associations between mutational profiles, platinum response, and overall survival (OS) were evaluated using Kaplan–Meier and Cox regression analyses. Key findings were validated in the TCGA ovarian serous carcinoma (TCGA-OV) dataset using survival analyses. Results: A total of 1367 protein-altering somatic variants across 301 genes were identified. While TP53 mutations were ubiquitous, platinum-resistant and platinum-refractory tumors showed enrichment of pathogenic alterations affecting DNA repair, transcriptional regulation, epigenetic modification, and oncogenic signaling, including FANCA, ATF1, MAF, NCOA2, PIK3CA, and TET1. Mutations in these genes were associated with reduced overall survival in exploratory analyses (median 2.5–9 months vs. 27.5–45 months). Multivariate analysis identified FANCA and ATF1 as potential independent predictors in exploratory modeling. In the TCGA-OV cohort, patients harboring pathogenic variants in a multi-gene panel derived from this study (excluding BRCA1/2) exhibited significantly worse survival compared with both BRCA1/2-mutated cases and the overall cohort. Conclusions: This exploratory study identifies a set of genomic alterations converging on transcriptional and epigenetic regulation, DNA repair, and oncogenic signaling that are associated with platinum resistance and adverse prognosis in HG-SOC. Independent validation in TCGA supports the potential clinical relevance of this mutational signature. These findings warrant further validation in larger prospective cohorts and functional studies to clarify their role as biomarkers of aggressive disease and therapeutic vulnerability. Full article
(This article belongs to the Special Issue Genetics and Epigenetics of Gynecological Cancer)
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24 pages, 367 KB  
Review
Mixed-Pathogen Infections in Vegetatively Propagated Crops: From Biological Synergism to Integrated Management
by Juan M. Pardo, Nakarin Suwannarach, Srihunsa Malichan, Wilmer J. Cuellar and Wanwisa Siriwan
Plants 2026, 15(9), 1332; https://doi.org/10.3390/plants15091332 - 27 Apr 2026
Abstract
Vegetatively propagated crops, including cassava, sweet potato, banana, and potato, are susceptible to mixed-pathogen infections resulting from the continuous use of clonal planting material and infrequent seed replacement. A diverse array of viruses, bacteria, and fungi can accumulate within these materials over successive [...] Read more.
Vegetatively propagated crops, including cassava, sweet potato, banana, and potato, are susceptible to mixed-pathogen infections resulting from the continuous use of clonal planting material and infrequent seed replacement. A diverse array of viruses, bacteria, and fungi can accumulate within these materials over successive cultivation cycles, precipitating seed degeneration and complex disease syndromes that complicate diagnosis and management. Mixed infections frequently trigger synergistic interactions that exacerbate disease severity and yield losses. This review synthesizes data on mixed-pathogen complexes in vegetatively propagated crops, with particular focus on vascular and systemically colonizing pathogens and analyzing starch crops to highlight the epidemiological, biological, and ecological drivers of synergism and antagonism. Furthermore, the review examines host defense responses during coinfection, including the modulation of plant immune pathways, and evaluates how interpathogen dynamics influence pathological outcomes. Although advancements in molecular diagnostics—notably next-generation sequencing and metagenomics—have revolutionized the detection of mixed infections, they have also introduced challenges in differentiating causal agents from commensal microorganisms. Finally, we discuss the implications for integrated disease management, emphasizing clean seed systems, resistance breeding, and phenotyping strategies tailored to multipathogen environments. The dynamics of mixed infections is critical for resilient and sustainable management strategies amidst increasingly complex agricultural and climatic shifts. Full article
(This article belongs to the Special Issue Fungal–Plant Interactions: From Symbiosis to Pathogenesis)
13 pages, 835 KB  
Article
Association of VTN Genotype with Plasminogen Activator Inhibitor-1 Activity in Late-Onset Alzheimer’s Disease
by Deniz Agirbasli, Mehmet Agirbasli, Mehmet Emin Cakir and Meltem Muftuoglu
Genes 2026, 17(5), 516; https://doi.org/10.3390/genes17050516 (registering DOI) - 27 Apr 2026
Abstract
Background/Objectives: Late-onset Alzheimer’s disease (LOAD) is a multifactorial neurodegenerative disorder involving the interaction of genetic and environmental factors. Dysregulation of the fibrinolytic system, particularly an increase in plasminogen activator inhibitor-1 (PAI-1) levels, may contribute to Alzheimer’s pathology. Vitronectin (VTN) regulates fibrinolysis by stabilizing [...] Read more.
Background/Objectives: Late-onset Alzheimer’s disease (LOAD) is a multifactorial neurodegenerative disorder involving the interaction of genetic and environmental factors. Dysregulation of the fibrinolytic system, particularly an increase in plasminogen activator inhibitor-1 (PAI-1) levels, may contribute to Alzheimer’s pathology. Vitronectin (VTN) regulates fibrinolysis by stabilizing PAI-1. This study investigated the relationships between plasma PAI-1 activity and VTN, SERPINE1 (PAI-1), and APOE gene variants in nineteen LOAD patients (>65 years) and ten cognitively normal age-matched control groups. Methods: Targeted next-generation sequencing was used to analyze the VTN, APOE, and SERPINE1 genes in 19 LOAD patients and ten controls. Additionally, plasma PAI-1 activity was measured in both groups. Results: Plasma PAI-1 activity was statistically significantly higher in LOAD patients compared to controls (p = 0.04). Targeted next-generation sequencing results showed that VTN 5′-UTR variants (rs7212814, rs1555584131, rs71135830, and rs11437594) were found in all patients and observed in 20% of controls (p = 0.0001). The VTN rs704 variant was detected in 84% of patients and 29% of controls (p = 0.001). VTN 5′-UTR variants showed Spearman correlation with PAI-1 activity (r = 1.0; p < 0.0001). SERPINE1 3′-UTR variants (rs11178, rs41423845) were found to be associated with the disease (p = 0.027; p = 0.0001). The APOE ε3/ε4 genotype was present in 52.6% of patients and was not associated with PAI-1 activity. VTN variants showed an association with LOAD. Conclusions: These findings suggest that VTN variants may contribute to LOAD pathogenesis by affecting PAI-1 and leading to fibrinolytic system dysregulation. Full article
(This article belongs to the Section Human Genomics and Genetic Diseases)
14 pages, 28027 KB  
Article
Detection of Gene Fusions in Soft Tissue Sarcoma Using Next-Generation Sequencing
by Piotr Remiszewski, Klaudia Bobak, Jakub Piątkowski, Paweł Golik, Andrzej Tysarowski, Katarzyna Seliga, Mateusz J. Spałek, Anna Szumera-Ciećkiewicz, Michał Wągrodzki, Piotr Rutkowski and Anna M. Czarnecka
Genes 2026, 17(5), 514; https://doi.org/10.3390/genes17050514 (registering DOI) - 27 Apr 2026
Abstract
Introduction: Soft tissue sarcomas (STS) exhibit profound molecular heterogeneity. While recurrent gene fusions hold significant diagnostic and therapeutic value—guiding treatment selection and identifying novel molecular targets—our understanding of their broader clinical implications remains limited. Materials and Methods: We performed next-generation sequencing (NGS; FusionPlex [...] Read more.
Introduction: Soft tissue sarcomas (STS) exhibit profound molecular heterogeneity. While recurrent gene fusions hold significant diagnostic and therapeutic value—guiding treatment selection and identifying novel molecular targets—our understanding of their broader clinical implications remains limited. Materials and Methods: We performed next-generation sequencing (NGS; FusionPlex Sarcoma v2, Archer™) and bioinformatic analysis (STAR v.2.7, Arriba) on formalin-fixed paraffin-embedded (FFPE) core needle biopsy specimens. The cohort consisted of patients enrolled in a phase II clinical trial (NCT03651375) who received preoperative chemoradiotherapy according to the UNRESARC protocol. Results: The analysed cohort comprised nine adult patients (median age 66 years; range 44–73) diagnosed with undifferentiated pleomorphic sarcoma (UPS; n = 3), malignant peripheral nerve sheath tumour (MPNST; n = 3), myxofibrosarcoma (MFS; n = 2), and leiomyosarcoma (LMS; n = 1), predominantly high-grade (G3; 5/9) and extremity-localised (6/9). Gene fusions were detected in one-third of patients (3/9), exclusively in G3 tumours. Specifically, we identified an SGSH-PRKCA fusion in MFS (thigh), a LINC01133-OGA fusion in MPNST (thorax), and a concurrent JAZF1-MYH7B (chr7:27995037 intronic-chr20:33563203 exon/splice-site, out-of-frame but preserving myosin domains) with a PRKCA-associated intergenic rearrangement (chr1, retaining C1/kinase domains) in UPS (upper back). Notably, the SGSH-PRKCA and JAZF1-MYH7B pairs have not been previously described in the literature for these STS subtypes. Fusion-positive (F1) cases showed stable radiological disease (RECIST 1.1 SD) and EORTC C/D pathological responses with 5–20% residual viable tumour, whereas fusion-negative (F0) cases showed a wider range of radiological and pathological outcomes, including partial response, progression, and stable disease. Conclusions: Our analysis suggests that broad genomic profiling may provide complementary molecular information in diagnostically challenging cases managed at specialised sarcoma centres, particularly when morphology and immunohistochemistry are insufficient. In the present series, however, the detected rearrangements did not alter systemic treatment, and the data do not support claims of prognostic, predictive, or therapeutic actionability. Full article
(This article belongs to the Section Bioinformatics)
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11 pages, 12230 KB  
Article
Molecular Characterization and Comparative Genomics of Two Staphylococcus pseudintermedius Strains from Humans in Egypt
by Ola K. Elsakhawy, Haitham Elaadli, Yassien Badr, May Raouf, Stephen A. Kania, Hend Altaib and Mohamed A. Abouelkhair
Vet. Sci. 2026, 13(5), 424; https://doi.org/10.3390/vetsci13050424 - 27 Apr 2026
Abstract
Staphylococcus pseudintermedius is an opportunistic bacterium previously associated with dogs but has recently been found in human infections, raising zoonotic concerns. Genomic characterization of human S. pseudintermedius isolates can provide preliminary information on antibiotic resistance, pathogenicity, and genomic features relevant to host range. [...] Read more.
Staphylococcus pseudintermedius is an opportunistic bacterium previously associated with dogs but has recently been found in human infections, raising zoonotic concerns. Genomic characterization of human S. pseudintermedius isolates can provide preliminary information on antibiotic resistance, pathogenicity, and genomic features relevant to host range. Two S. pseudintermedius isolates (hereafter referred to as S. pseudintermedius EGH1 and S. pseudintermedius EGH2) from human clinical samples in Egypt were sequenced using the Illumina NovaSeq X Plus platform. To assess genetic relatedness to human S. pseudintermedius isolates worldwide, multilocus sequence typing (MLST), pangenome analysis, and antimicrobial resistance gene profiling were performed. The sequencing produced a total of 9,499,989 reads for S. pseudintermedius EGH1 and 9,567,531 reads for S. pseudintermedius EGH2. Sequences were assembled with Geneious Prime® 2025 and annotated using NCBI Prokaryotic Genome Annotation Pipeline v6.10. Pangenome analysis identified 9574 genes, comprising 1681 core genes (17.56%), 180 soft-core genes (1.88%), 837 shell genes (8.74%), and 6876 cloud genes (71.82%). MLST was conducted on human S. pseudintermedius genome assemblies using MLST v2.23.0. The analysis revealed both isolates as novel sequence types: S. pseudintermedius EGH1 was assigned ST-3037 with a new allele (purA-107), and S. pseudintermedius EGH2 was assigned ST-2874. Clonal relationships among S. pseudintermedius isolates were evaluated using the eBURST algorithm. This study presents the first next-generation genome sequencing and comparative genomic analysis of S. pseudintermedius isolates from humans in Egypt. Future studies integrating genomic, epidemiological, and phenotypic data are required. Full article
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13 pages, 273 KB  
Article
Chronic Kidney Disease in Children with Suspected Genetic Etiology: Diagnostic Yield and Clinical Implications
by Aleksandra Paripović, Nikola Ilić, Marina Perić, Slavica Ostojić, Danijela Radivojević, Luka Nikolić and Adrijan Sarajlija
J. Pers. Med. 2026, 16(5), 232; https://doi.org/10.3390/jpm16050232 - 23 Apr 2026
Viewed by 176
Abstract
Background: Chronic kidney disease (CKD) in children is frequently associated with underlying genetic etiologies, particularly in cases with early onset, congenital anomalies, or multisystem involvement. The integration of molecular diagnostics into routine nephrological practice represents an important step toward personalized medicine in pediatric [...] Read more.
Background: Chronic kidney disease (CKD) in children is frequently associated with underlying genetic etiologies, particularly in cases with early onset, congenital anomalies, or multisystem involvement. The integration of molecular diagnostics into routine nephrological practice represents an important step toward personalized medicine in pediatric CKD. Methods: This retrospective observational study included 50 pediatric patients with CKD stages 2–5 and suspected hereditary etiology evaluated at a tertiary pediatric center. All patients underwent genetic testing using next-generation sequencing and/or chromosomal microarray analysis. Clinical characteristics, CKD stage, extrarenal manifestations, and disease progression were analyzed in relation to genetic findings. Associations between clinical variables and genetic diagnosis were assessed using appropriate statistical tests, including multivariable logistic regression. Results: A positive genetic diagnosis was identified in 28 patients (56%), including 21 monogenic disorders detected by next-generation sequencing and 7 pathogenic copy number variants identified by chromosomal microarray analysis. Extrarenal manifestations were present in 48% of patients and were significantly associated with a higher diagnostic yield (75% vs. 42.3%; OR = 4.09; 95% CI: 1.23–13.61; p = 0.007). Psychomotor delay was strongly associated with pathogenic copy number variants (p < 0.001). Patients with confirmed genetic etiologies exhibited significantly higher rates of CKD progression compared with genetically negative individuals (82.1% vs. 22.7%; OR = 15.64; 95% CI: 3.90–62.7; p < 0.001). In multivariable analysis, genetic diagnosis shows association with disease progression after adjustment for age and baseline renal function. Conclusions: Genetic testing provided a molecular diagnosis in more than half of children with CKD and suspected hereditary etiology. Extrarenal manifestations were strongly associated with a higher diagnostic yield, while confirmed genetic etiologies may be associated with CKD progression. These findings support the early integration of genetic diagnostics into the evaluation of pediatric CKD to improve prognostic assessment and enable more personalized management strategies. Full article
28 pages, 1682 KB  
Review
Fifteen Years of the Genome Analysis Toolkit as the De Facto Standard in Short-Read Variant Calling
by Asta Blazyte, Long Le, Jaesuk Lee, Delger Bayarsaikhan and Bonghee Lee
Int. J. Mol. Sci. 2026, 27(9), 3754; https://doi.org/10.3390/ijms27093754 - 23 Apr 2026
Viewed by 91
Abstract
Genome Analysis Toolkit (GATK) is a rigorously maintained collection of 430 analysis tools and a core bioinformatics engine. First released in 2010 as a toolkit for next-generation sequencing (NGS) data analysis, GATK remains one of the least celebrated yet foundational tools of the [...] Read more.
Genome Analysis Toolkit (GATK) is a rigorously maintained collection of 430 analysis tools and a core bioinformatics engine. First released in 2010 as a toolkit for next-generation sequencing (NGS) data analysis, GATK remains one of the least celebrated yet foundational tools of the NGS era. By employing state-of-the-art approaches and continuously adapting to the evolving demands of NGS analysis, it has effectively unified the variant calling process worldwide. In a field as rapidly evolving as genomics, it is remarkable that, over a decade later, the same toolkit remains the gold standard. This critical review explores the pre-history of GATK, the reasons for its broad and enduring adoption by the scientific community, its developmental evolution, contributions to science, and future prospects. Full article
17 pages, 2372 KB  
Article
Gut Mycobiota Dysbiosis in People Living with HIV/AIDS: Insights from an Argentine Cohort with Severe Immunosuppression
by Cristian Javier Mena, Néstor Denis Portela, Agostina Salusso, Andrés Barnes, César Collino, Silvia Guadalupe Carrizo, Davor Martinovic, Mariel A. Almeida, Lizet Luque Aguada, Lorena Guasconi, Martín Gustavo Theumer, Laura Cervi, Susana Alicia Pesoa and Laura Silvina Chiapello
J. Fungi 2026, 12(5), 306; https://doi.org/10.3390/jof12050306 - 23 Apr 2026
Viewed by 632
Abstract
Intestinal dysbiosis is common in people living with HIV/AIDS (PLWH), yet fungal communities of the gut microbiota (mycobiota) remain poorly characterized, especially in severely immunosuppressed patients. We analyzed the gut mycobiota of 33 PLWH and 20 healthy controls from a public hospital in [...] Read more.
Intestinal dysbiosis is common in people living with HIV/AIDS (PLWH), yet fungal communities of the gut microbiota (mycobiota) remain poorly characterized, especially in severely immunosuppressed patients. We analyzed the gut mycobiota of 33 PLWH and 20 healthy controls from a public hospital in central Argentina. Most PLWH presented with severe immunosuppression (<200 CD4+ T cells/μL) and acute or chronic diarrhea, with or without antibiotic exposure or antiretroviral therapy. Fecal DNA was extracted and the ITS2 region was sequenced using next-generation sequencing. Beta-diversity analyses revealed significant segregation between PLWH and controls (PERMANOVA, Adonis: p = 0.001, R2 = 0.0989). LEfSe analysis identified 17 fungal species enriched in PLWH, predominantly Candida albicans, Candida dubliniensis, and Nakaseomyces glabratus, whereas 31 species were differentially represented in controls, including Penicillium spp., Candida sake, and Clavispora lusitaniae. Histoplasma capsulatum, an endemic pathogen in the region, was more prevalent in PLWH and associated with low CD4+ T cell counts. Dirichlet multinomial mixture analysis revealed two mycobiotypes: M1, with a balanced fungal composition predominating in controls, and M2, dominated by Candida species and present in PLWH. These findings provide novel insights into gut mycobiota alterations in severely immunosuppressed PLWH in Argentina, highlighting Candida-driven dysbiosis and the regional relevance of H. capsulatum. Full article
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21 pages, 1333 KB  
Article
Epigenetic Inhibitor 5-Azacytidine Triggers DIM-2/DIM-5-Dependent Mutagenesis in H3K9me3-Enriched Regions of Neurospora crassa
by Ruonan Yao, Jingxuan Chen, Huawei Tan, Yile Sun, Sihai Yang, Long Wang, Ju Huang and Xiaohui Zhang
J. Fungi 2026, 12(5), 304; https://doi.org/10.3390/jof12050304 - 22 Apr 2026
Viewed by 531
Abstract
The DNA methyltransferases inhibitor 5-azacytidine (5AzC), clinically used to treat hematopoietic malignancies, can elevate genomic mutational burden, raising safety concerns. To define the epigenetic specificity and mutagenic consequences of 5AzC, we performed multi-omics analyses in Neurospora crassa. Our data showed that 5AzC [...] Read more.
The DNA methyltransferases inhibitor 5-azacytidine (5AzC), clinically used to treat hematopoietic malignancies, can elevate genomic mutational burden, raising safety concerns. To define the epigenetic specificity and mutagenic consequences of 5AzC, we performed multi-omics analyses in Neurospora crassa. Our data showed that 5AzC caused a non-selective, genome-wide reduction in both 5-methylcytosine (5mC; ~50% decrease) and the heterochromatin mark H3K9me3 (~65% decrease), indicating broad off-target demethylation that may transiently benefit therapy yet compromise genome stability. Whole-genome sequencing (WGS) revealed a ~290-fold increase in mutation rate under 5AzC, with a pronounced C->G transversion bias, a spectrum typically associated with higher functional burden. Strikingly, 5AzC-induced mutations were enriched in H3K9me3-marked domains, particularly pericentromeric regions characterized by low 5mC but high H3K9me3. Genetic analyses showed that the loss of DNA methyltransferase DIM-2 reduced 5AzC-induced mutations by ~64%, while individual or combined knockout of the histone methyltransferase DIM-5 with DIM-2 led to an 85% reduction. Thus, mutagenesis was markedly amplified by DIM-2 and DIM-5, with DIM-2 activity dependent on DIM-5. Collectively, DIM-2 and DIM-5 accounted for nearly all A/T-site and ~80% of G/C-site mutations. These results reveal that 5AzC drives genome-wide loss of 5mC and H3K9me3, with mutagenesis preferentially targeting H3K9me3-enriched regions via DIM-2 and DIM-5. This work clarifies a mechanistic basis for 5AzC-associated genomic risk and highlights strategies for next-generation epigenetic therapies that preserve heterochromatin integrity while minimizing mutational load. Full article
(This article belongs to the Section Fungal Genomics, Genetics and Molecular Biology)
19 pages, 543 KB  
Review
Measurable Residual Disease in Adult Acute B-Lymphoblastic Leukemia: Methods, Guidelines, and Emerging Actionability at Ultra-Low-Level
by Abeer Yaseen, Enas Abusalim, Mohamad Harb, Zaid Sarhan, Yazan Talab, Nazmi Kamal, Fareed Barakat, Nidal Al-Masri, Ayman Saad and Zaid Abdel Rahman
Cancers 2026, 18(9), 1331; https://doi.org/10.3390/cancers18091331 - 22 Apr 2026
Viewed by 229
Abstract
Measurable residual disease (MRD) is the most powerful predictor of relapse and long-term survival in adult acute lymphoblastic leukemia (ALL), consistently outperforming traditional clinical and cytogenetic risk factors. The advent of high-sensitivity next-generation sequencing (NGS) capable of detecting MRD at 10−6 has [...] Read more.
Measurable residual disease (MRD) is the most powerful predictor of relapse and long-term survival in adult acute lymphoblastic leukemia (ALL), consistently outperforming traditional clinical and cytogenetic risk factors. The advent of high-sensitivity next-generation sequencing (NGS) capable of detecting MRD at 10−6 has transformed monitoring, reclassifying a substantial proportion of patients previously deemed negative by multiparameter flow cytometry (MFC) or quantitative PCR (qPCR), and revealing clinically relevant disease persistence at ultra-low levels. This review synthesizes current MRD detection platforms and their clinical applications across frontline therapy, allogeneic hematopoietic cell transplantation, and relapsed/refractory disease with specific focus on B-ALL. We integrate the 2024 European LeukemiaNet (ELN) and the 2025 US expert panel recommendations, highlighting important differences in preferred methodologies and decision thresholds. Particular attention is given to the emerging role of early deep NGS negativity in guiding transplant deferral among selected standard-risk patients, including some with Ph+ ALL treated with chemotherapy-free regimens, and to the challenges of interpreting persistent low-level positivity (10−4–10−6). Despite technological advances, key questions remain: when should deeper detection trigger therapeutic escalation, and how should discordance between modalities, peripheral blood monitoring, and subtype-specific variability be interpreted? Addressing these issues through prospective validation, platform harmonization, and broader global access will be essential to ensure that increasing sensitivity translates into evidence-based, equitable clinical benefit. Full article
(This article belongs to the Special Issue Advances in Blood Cancers: How We Define Success)
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18 pages, 330 KB  
Review
Lineage-Specific Chimerism Analysis After Allogeneic Hematopoietic Cell Transplantation in Patients with Myeloid Neoplasms: Current Evidence and Considerations in the Post-Transplant Cyclophosphamide Setting
by Jan Mateusz Zaucha, Jan Maciej Zaucha and Agnieszka Piekarska
Biomedicines 2026, 14(5), 952; https://doi.org/10.3390/biomedicines14050952 - 22 Apr 2026
Viewed by 255
Abstract
Background: Chimerism analysis is a key tool for monitoring donor-cell engraftment and the risk of relapse and graft-versus-host disease (GVHD) following allogeneic hematopoietic cell transplantation (allo-HCT). The advantage of lineage-specific chimerism assessment, and its dynamics in patients receiving post-transplant cyclophosphamide (PTCy)-based GVHD prophylaxis, [...] Read more.
Background: Chimerism analysis is a key tool for monitoring donor-cell engraftment and the risk of relapse and graft-versus-host disease (GVHD) following allogeneic hematopoietic cell transplantation (allo-HCT). The advantage of lineage-specific chimerism assessment, and its dynamics in patients receiving post-transplant cyclophosphamide (PTCy)-based GVHD prophylaxis, remains unclear. Objective: This review summarizes the current state of the art on chimerism analysis in patients with myeloid neoplasms undergoing allo-HCT with PTCy, with emphasis on lineage-specific testing and modern methodologies. Methods: A structured literature review was conducted to assess chimerism dynamics in whole blood (WB), bone marrow, and peripheral blood (PB) subpopulations, including T-cells, CD34+, myeloid, B, and NK (natural killer) cells, and their association with clinical outcomes following PTCy. Results: Lineage-specific PB chimerism, particularly in T-cells, myeloid lineage and CD34+ cells, is more sensitive than WB chimerism for predicting relapse. Declining donor myeloid chimerism or persistent myeloid mixed donor chimerism (MDC) may precede hematologic relapse and provide an early signal of graft instability or ineffective graft-versus-leukemia activity. T-cell MDC has been associated with an increased risk of relapse and a lower risk of GVHD, although persistent T-cell MDC in some patients may instead indicate immune tolerance. Declining CD34+ donor chimerism correlates with a higher risk of relapse and inferior survival outcomes and may therefore complement measurable residual disease testing. Data regarding B-cell and NK-cell chimerism remain inconsistent, likely influenced by delayed immune reconstitution. Compared to anti-thymocyte globulin, PTCy may promote higher donor T-cell chimerism, though findings across studies are variable. Next-generation sequencing (NGS) enables more sensitive detection of microchimerism and relapse prediction. Conclusions: Chimerism analysis, particularly when lineage-specific and NGS-based, offers valuable prognostic insight in allo-HCT with PTCy. Further prospective studies are needed to standardize testing and guide personalized post-HCT strategies. Full article
(This article belongs to the Section Molecular and Translational Medicine)
23 pages, 4116 KB  
Article
Impact of DNA Extraction Strategies on Genomic and Bioinformatic Outcomes in Eight Selected Fungal Strains
by Cyrine Abid, Hela Zouari-Mechichi, Riadh Benmarzoug, Tahar Mechichi and Najla Kharrat
J. Fungi 2026, 12(5), 299; https://doi.org/10.3390/jof12050299 - 22 Apr 2026
Viewed by 450
Abstract
High-quality genomic DNA extraction remains a major bottleneck for fungal genomics, particularly for worldwide aerobic and non-photosynthetic mushroom species that rely on their rigid cell walls, interference between metabolites, polysaccharides, etc., and complex genomes. This study systematically compares five DNA extraction protocols involving [...] Read more.
High-quality genomic DNA extraction remains a major bottleneck for fungal genomics, particularly for worldwide aerobic and non-photosynthetic mushroom species that rely on their rigid cell walls, interference between metabolites, polysaccharides, etc., and complex genomes. This study systematically compares five DNA extraction protocols involving four distinct sample preparation procedures (fresh (A), filtered (B), frozen (C) and cryogenic mycelium (D)) across mycelial cultures of eight Tunisian fungal strains representing Ascomycota and Basidiomycota to identify the optimal combination for genomic DNA extraction from mycelium. The eight phylogenetically diverse fungal species were analyzed using short-read (MiSeq and NextSeq550) and/or long-read (MinION Mk1C) sequencing technologies, giving a depth coverage between 3.7× and 83×. The generation and quality of the assemblies were assessed within the Galaxy platform, which revealed a gap percentage of 0–0.509%. Taxonomic characterization and phylogenetic inference were performed with SANGER technology using the Internal Transcribed Spacer (ITS) and D1/D2 region of the 26S rRNA gene, assigning the species to our eight different strains: Clitopilus baronii (BS6), Porostereum spadiceum (BS200), Trametes versicolor (BS22-9), Schizophyllum commune (BS23-13), Gloeophyllum abietinum (BS23-14), Irpex laceratus (BS100), Trichoderma asperellum (GC9) and Trichoderma harzianum (S3). The optimized DNeasy Plant Pro Kit protocol with cryogenic biomass treatment presents a safe and cost-effective method for fungal genome sequencing and taxonomic resolution. This integrated comparative evaluation of extraction for sequencing identifies an optimal Qiagen-based extraction strategy combined with cryogenic treatment for eight diverse Tunisian fungal species, guiding method selection based on specific cell wall characteristics rather than proposing a universal protocol limited by unequal replication and strain numbers. Full article
(This article belongs to the Special Issue Molecular Biology of Mushroom, 2nd Edition)
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