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Search Results (429)

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21 pages, 2039 KB  
Review
Balancing Tradition and Innovation: A 5-Year Review of Modern Approaches to Livestock Breed Conservation
by Dana Tăpăloagă, Raluca-Aniela Gheorghe-Irimia, Cosmin Șonea, Lucian Ilie, Nicoleta Ciocîrlie and Paul-Rodian Tăpăloagă
Agriculture 2025, 15(17), 1855; https://doi.org/10.3390/agriculture15171855 - 30 Aug 2025
Viewed by 183
Abstract
As severe selection and declining population numbers in many breeds have resulted in losses in the worldwide livestock genetic biodiversity, human concern about the situation of genetic variety in livestock breeds and their conservation has grown. In this context, genomic techniques now allow [...] Read more.
As severe selection and declining population numbers in many breeds have resulted in losses in the worldwide livestock genetic biodiversity, human concern about the situation of genetic variety in livestock breeds and their conservation has grown. In this context, genomic techniques now allow for more exact monitoring of adaptive traits and inbreeding, while reproductive techniques such as somatic cell nuclear transfer and IVF (In Vitro Fertilization) help to preserve and recover rare genetic lines. AI-powered (Artifficial Inteligence) risk assessment models and digital herdbooks contribute to data-driven reproductive strategies, particularly in smallholder settings. Nonetheless, these advances face persistent hurdles, including a lack of legislative frameworks, high costs, limited accessibility in low-resource settings, and unresolved ethical problems. The findings highlight the importance of a balanced, interdisciplinary strategy that combines new biotechnologies with traditional knowledge, collaborative practices, and strong policy to assist in preserving the long-term viability of livestock genetic resources. This review intends to assess modern and traditional methods for the preservation of livestock breeds, analyzing references published between 2019 and the present. Full article
(This article belongs to the Special Issue Conservation Strategies for Local Animal Breeds)
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20 pages, 2463 KB  
Article
Bioenergetic Model of Retrotransposon Activity in Cancer Cells
by Sergei Pavlov, Maria Duk, Vitaly V. Gursky, Maria Samsonova, Alexander Kanapin and Anastasia Samsonova
Life 2025, 15(9), 1338; https://doi.org/10.3390/life15091338 - 23 Aug 2025
Viewed by 307
Abstract
Retrotransposons exhibit increased activity in cancer cells. One possible approach to anticancer therapy is to use this activity to influence the energy balance in cells. Abnormal distribution of retrotransposons in the genome requires additional energy consumption, which can lead to a significant decrease [...] Read more.
Retrotransposons exhibit increased activity in cancer cells. One possible approach to anticancer therapy is to use this activity to influence the energy balance in cells. Abnormal distribution of retrotransposons in the genome requires additional energy consumption, which can lead to a significant decrease in the total amount of free ATP molecules in the cell. A decrease in ATP levels below a certain threshold can in turn trigger a cell death program. To investigate the possibility of such a scenario, we developed a mathematical model of the cellular energy balance that describes the dynamics of energy consumption by the main cellular processes, including costs of retrotransposon activity. The model considers changes in the concentrations of ATP, active retrotransposons (LINE-1 and SINE) in the human genome, as well as mRNAs and proteins that are expression products of retrotransposon and constitutive genes. We estimated the parameter values in the model based on literature data and numerical optimization. We found a single stable stationary solution, characterized by low retrotransposon activity, and used it as the reference steady state for further analysis. Parametric sensitivity analysis revealed the parameters whose changes had the greatest impact on cellular ATP levels. The LINE-1 deactivation rate constant and the maximum LINE-1 transcription rate were the most sensitive among the transposon-related parameters. Perturbation of these parameters led to a decrease in the number of free ATP to 30% of the reference value and below. Transcription of retrotransposons under perturbed parameters became comparable to the translation of constitutive genes in terms of energy costs. The presented results indicate that cancer cell death can be initiated by increasing the load on the energy balance due to the activation of transposons. Full article
(This article belongs to the Section Cell Biology and Tissue Engineering)
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16 pages, 1727 KB  
Article
A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies
by Giuseppe Giovanni Nardone, Valentina Andrioletti, Aurora Santin, Anna Morgan, Beatrice Spedicati, Maria Pina Concas, Paolo Gasparini, Giorgia Girotto and Ivan Limongelli
Biomedicines 2025, 13(8), 1949; https://doi.org/10.3390/biomedicines13081949 - 9 Aug 2025
Viewed by 701
Abstract
Background: Structural variants (SVs) play a significant role in gene function and are implicated in numerous human diseases. With advances in sequencing technologies, identifying SVs through whole-genome sequencing (WGS) has become a key area of research. However, variability in SV detection persists due [...] Read more.
Background: Structural variants (SVs) play a significant role in gene function and are implicated in numerous human diseases. With advances in sequencing technologies, identifying SVs through whole-genome sequencing (WGS) has become a key area of research. However, variability in SV detection persists due to the wide range of available tools and the absence of standardized methodologies. Methods: We assessed the accuracy of SV detection across various short-read (srWGS) and long-read (lrWGS) sequencing technologies—including Illumina short reads, PacBio long reads, and Oxford Nanopore Technologies (ONT) long reads—using deletion calls from the HG002 benchmark dataset. We examined how variables such as variant calling algorithms, reference genome choice, alignment strategies, and sequencing coverage influence SV detection performance. Results: DRAGEN v4.2 delivered the highest accuracy among ten srWGS callers tested. Notably, leveraging a graph-based multigenome reference improved SV calling in complex genomic regions. Moreover, we proved that combining minimap2 with Manta achieved performance comparable to DRAGEN for srWGS. For PacBio lrWGS data, Sniffles2 outperformed the other two tested tools. For ONT lrWGS, alignment with minimap2—among four aligners tested—consistently led to the best results. At up to 10× coverage, Duet achieved the highest accuracy, while at higher coverages, Dysgu yielded the best results. Conclusions: These results show for the first time that alignment software choice significantly impacts SV calling from srWGS, with results comparable to commercial solutions. For lrWGS, the performance depends on the technology and coverage. Full article
(This article belongs to the Special Issue Advances in Genomics and Bioinformatics of Human Disease)
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11 pages, 1293 KB  
Article
RAB24 Missense Variant in Dogs with Cerebellar Ataxia
by Cleo Schwarz, Jan Wennemuth, Julien Guevar, Francesca Dörn, Vidhya Jagannathan and Tosso Leeb
Genes 2025, 16(8), 934; https://doi.org/10.3390/genes16080934 - 4 Aug 2025
Viewed by 525
Abstract
Hereditary ataxias are a highly heterogenous group of diseases characterized by loss of coordination. In this study, we investigated a family of random-bred dogs, in which two siblings were affected by a slowly progressive ataxia. They presented with clinical signs of progressive cerebellar [...] Read more.
Hereditary ataxias are a highly heterogenous group of diseases characterized by loss of coordination. In this study, we investigated a family of random-bred dogs, in which two siblings were affected by a slowly progressive ataxia. They presented with clinical signs of progressive cerebellar ataxia, hypermetria, and absent menace response. The MRI revealed generalized brain atrophy, reduced cortical demarcation, hypoplastic corpus callosum, and cerebellar folia thinning, highly suggestive of a neurodegenerative disorder. We sequenced the genomes of the two affected dogs and their unaffected parents. Filtering for protein-changing variants that had homozygous alternate genotypes in the affected dogs, heterozygous genotypes in the parents, and homozygous reference genotypes in 1576 control genomes yielded a single missense variant in the RAB24 gene, XM_038534663.1:c.239G>T or XP_038390591.1:p.(Gly80Val). Genotypes at this variant showed the expected co-segregation with the ataxia phenotype in the investigated family. The predicted amino acid affects the conserved RabF4 motif. Glycine-80 resides at the protein surface and the introduction of a hydrophobic isopropyl side chain of the mutant valine might impede solvent accessibility. Another missense variant in RAB24, p.Glu38Pro, was previously reported to cause a clinically similar form of cerebellar ataxia in Gordon Setters and Old English Sheepdogs. Taken together, the available data suggest that RAB24:p.Gly80Val represents the causal variant in the studied dogs. To the best of our knowledge, this is only the second report of a potentially pathogenic RAB24 variant in any species and further supports that RAB24 should be considered a candidate gene in human ataxia patients with unclear molecular etiology. Full article
(This article belongs to the Special Issue Hereditary Traits and Diseases in Companion Animals)
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16 pages, 938 KB  
Review
Enhancing Oil Content in Oilseed Crops: Genetic Insights, Molecular Mechanisms, and Breeding Approaches
by Guizhen Gao, Lu Zhang, Panpan Tong, Guixin Yan and Xiaoming Wu
Int. J. Mol. Sci. 2025, 26(15), 7390; https://doi.org/10.3390/ijms26157390 - 31 Jul 2025
Viewed by 611
Abstract
Vegetable oils are essential for human nutrition and industrial applications. With growing global demand, increasing oil content in oilseed crops has become a top priority. This review synthesizes recent progress in understanding the genetic, environmental, and molecular mechanisms regulating oil content, and presents [...] Read more.
Vegetable oils are essential for human nutrition and industrial applications. With growing global demand, increasing oil content in oilseed crops has become a top priority. This review synthesizes recent progress in understanding the genetic, environmental, and molecular mechanisms regulating oil content, and presents biotechnological strategies to enhance oil accumulation in major oilseed crops. Oil biosynthesis is governed by intricate genetic–environmental interactions. Environmental factors and agronomic practices significantly impact oil accumulation dynamics. Quantitative trait loci (QTL) mapping and genome-wide association studies (GWAS) have identified key loci and candidate genes involved in lipid biosynthesis pathways. Transcription factors and epigenetic regulators further fine-tune oil accumulation. Biotechnological approaches, including marker-assisted selection (MAS) and CRISPR/Cas9-mediated genome editing, have successfully generated high-oil-content variants. Future research should integrate multi-omics data, leverage AI-based predictive breeding, and apply precision genome editing to optimize oil yield while maintaining seed quality. This review provides critical references for the genetic improvement and breeding of high- and ultra-high-oil-content varieties in oilseed crops. Full article
(This article belongs to the Special Issue Rapeseed: Genetic Breeding, Key Trait Mining and Genome)
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27 pages, 4786 KB  
Article
Whole RNA-Seq Analysis Reveals Longitudinal Proteostasis Network Responses to Photoreceptor Outer Segment Trafficking and Degradation in RPE Cells
by Rebecca D. Miller, Isaac Mondon, Charles Ellis, Anna-Marie Muir, Stephanie Turner, Eloise Keeling, Htoo A. Wai, David S. Chatelet, David A. Johnson, David A. Tumbarello, Andrew J. Lotery, Diana Baralle and J. Arjuna Ratnayaka
Cells 2025, 14(15), 1166; https://doi.org/10.3390/cells14151166 - 29 Jul 2025
Viewed by 1237
Abstract
RNA-seq analysis of the highly differentiated human retinal pigment epithelial (RPE) cell-line ARPE-19, cultured on transwells for ≥4 months, yielded 44,909 genes showing 83.35% alignment with the human reference genome. These included mRNA transcripts of RPE-specific genes and those involved in retinopathies. Monolayers [...] Read more.
RNA-seq analysis of the highly differentiated human retinal pigment epithelial (RPE) cell-line ARPE-19, cultured on transwells for ≥4 months, yielded 44,909 genes showing 83.35% alignment with the human reference genome. These included mRNA transcripts of RPE-specific genes and those involved in retinopathies. Monolayers were fed photoreceptor outer segments (POS), designed to be synchronously internalised, mimicking homeostatic RPE activity. Cells were subsequently fixed at 4, 6, 24 and 48 h when POS were previously shown to maximally co-localise with Rab5, Rab7, LAMP/lysosomes and LC3b/autophagic compartments. A comprehensive analysis of differentially expressed genes involved in proteolysis revealed a pattern of gene orchestration consistent with POS breakdown in the autophagy-lysosomal pathway. At 4 h, these included elevated upstream signalling events promoting early stages of cargo transport and endosome maturation compared to RPE without POS exposure. This transcriptional landscape altered from 6 h, transitioning to promoting cargo degradation in autolysosomes by 24–48 h. Longitudinal scrutiny of mRNA transcripts revealed nuanced differences even within linked gene networks. POS exposure also initiated transcriptional upregulation in ubiquitin proteasome and chaperone-mediated systems within 4–6 h, providing evidence of cross-talk with other proteolytic processes. These findings show detailed evidence of transcriptome-level responses to cargo trafficking and processing in RPE cells. Full article
(This article belongs to the Special Issue Retinal Pigment Epithelium in Degenerative Retinal Diseases)
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36 pages, 5612 KB  
Review
The Multifaceted Role of p53 in Cancer Molecular Biology: Insights for Precision Diagnosis and Therapeutic Breakthroughs
by Bolong Xu, Ayitila Maimaitijiang, Dawuti Nuerbiyamu, Zhengding Su and Wenfang Li
Biomolecules 2025, 15(8), 1088; https://doi.org/10.3390/biom15081088 - 27 Jul 2025
Viewed by 1137
Abstract
The protein p53, often referred to as the “guardian of the genome,” is essential for preserving cellular balance and preventing cancerous transformations. As one of the most commonly altered genes in human cancers, its impaired function is associated with tumor initiation, development, and [...] Read more.
The protein p53, often referred to as the “guardian of the genome,” is essential for preserving cellular balance and preventing cancerous transformations. As one of the most commonly altered genes in human cancers, its impaired function is associated with tumor initiation, development, and resistance to treatment. Exploring the diverse roles of p53, which include regulating the cell cycle, repairing DNA, inducing apoptosis, reprogramming metabolism, and modulating immunity, provides valuable insights into cancer mechanisms and potential treatments. This review integrates recent findings on p53′s dual nature, functioning as both a tumor suppressor and an oncogenic promoter, depending on the context. Wild-type p53 suppresses tumors by inducing cell cycle arrest or apoptosis in response to genotoxic stress, while mutated variants often lose these functions or gain novel pro-oncogenic activities. Emerging evidence highlights p53′s involvement in non-canonical pathways, such as regulating tumor microenvironment interactions, metabolic flexibility, and immune evasion mechanisms. For instance, p53 modulates immune checkpoint expression and influences the efficacy of immunotherapies, including PD-1/PD-L1 blockade. Furthermore, advancements in precision diagnostics, such as liquid biopsy-based detection of p53 mutations and AI-driven bioinformatics tools, enable early cancer identification and stratification of patients likely to benefit from targeted therapies. Therapeutic strategies targeting p53 pathways are rapidly evolving. Small molecules restoring wild-type p53 activity or disrupting mutant p53 interactions, such as APR-246 and MDM2 inhibitors, show promise in clinical trials. Combination approaches integrating gene editing with synthetic lethal strategies aim to exploit p53-dependent vulnerabilities. Additionally, leveraging p53′s immunomodulatory effects through vaccine development or adjuvants may enhance immunotherapy responses. In conclusion, deciphering p53′s complex biology underscores its unparalleled potential as a biomarker and therapeutic target. Integrating multi-omics analyses, functional genomic screens, and real-world clinical data will accelerate the translation of p53-focused research into precision oncology breakthroughs, ultimately improving patient outcomes. Full article
(This article belongs to the Special Issue DNA Damage and Repair in Cancer Treatment)
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16 pages, 3164 KB  
Communication
Transcriptomic Profile of Oral Cancer Lesions: A Proof-of-Concept Pilot Study of FFPE Tissue Sections
by Madison E. Richards, Micaela F. Beckman, Ernesto Martinez Duarte, Joel J. Napenas, Michael T. Brennan, Farah Bahrani Mougeot and Jean-Luc C. Mougeot
Int. J. Mol. Sci. 2025, 26(13), 6263; https://doi.org/10.3390/ijms26136263 - 28 Jun 2025
Viewed by 655
Abstract
Oral squamous cell carcinoma (OSCC) is a malignancy that affects the oral mucosa and is characterized by indurated oral lesions. The RNAseq of formalin-fixed, paraffin-embedded (FFPE) samples is readily available in clinical settings. Such samples have long-term preservation and can provide highly accurate [...] Read more.
Oral squamous cell carcinoma (OSCC) is a malignancy that affects the oral mucosa and is characterized by indurated oral lesions. The RNAseq of formalin-fixed, paraffin-embedded (FFPE) samples is readily available in clinical settings. Such samples have long-term preservation and can provide highly accurate transcriptomic information regarding gene fusions, isoforms, and allele-specific expression. We determined differentially expressed genes using the transcriptomic profiles of oral potentially malignant disorder (OPMD) FFPE oral lesion samples of patients who developed OSCC over years. A technical comparison was completed comparing breast cancer (BC) FFPE publicly available data in this proof-of-concept pilot study. OSCC FFPE samples were collected from patients (N = 3) who developed OSCC 3 to 5 years following OPMD diagnosis (n = 3) and were analyzed using RNAseq. RNAseq sequences from the FFPE OSCC samples and publicly available FFPE samples of BC patients (n = 6) (Gene Expression Omnibus Database, GSE58135) aligned to human reference (GRCh38.p13). Genes were counted using the Spliced Transcripts Alignment to a Reference (STARv2.7.9a) software. Differential expression was determined in R using DESeq2v1.40.2 comparing OSCC to BC samples. Principal component analysis (PCA) plots were completed. Differential Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were determined via the Pathviewv.1.40.0 program. STRING v12.0 was used to determine protein–protein interactions between genes represented in more than one KEGG pathway. STARv2.7.9a identified 27,237 and 30,343 genes among the OSCC and BC groups, respectively. DESeq2v1.40.2 determined 9194 differentially expressed genes (DEPs), 4466 being upregulated (OSCC > BC) and 4728 being downregulated (BC > OSCC) (padj < 0.05). Most significant genes included KRT6B, SERPINB5, and DSC3 (5- to 10-fold change range; padj < 10 × 10−100). PCA showed that BC and OSCC samples clustered as separate groups. Pathviewv.1.40.0 identified 17 downregulated KEGG pathways in OSCC compared to the BC group. No upregulated KEGG pathways were identified. STRINGv12.0 determined Gene Ontology Biological Process enrichments for leukocytes and apoptosis in upregulated KEGG genes including multiple PIK3 genes and NIK/NF-kappaB signaling and metabolic responses from lipopolysaccharides in downregulated KEGG genes including CHUK and NFKB1. Using FFPE samples, we determined DEPs characteristic of OSCC and distinct from BC. KRT-family genes and lipopolysaccharide producing periodontal pathogens may be further investigated for their involvement in the OPMD to OSCC transition. Full article
(This article belongs to the Special Issue Molecular Insight into Oral Diseases)
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15 pages, 4032 KB  
Article
Development of a Species-Specific PCR Assay for Aerococcus urinaeequi Using Whole Genome Sequencing
by Hailong Wang, Haixia Li, Zhenxiang Lu, Wenchao Li and Weina Guo
Pathogens 2025, 14(7), 634; https://doi.org/10.3390/pathogens14070634 - 25 Jun 2025
Viewed by 394
Abstract
Aerococcus urinaeequi is an opportunistic pathogen that has been isolated from humans, pigs, and chickens, but with no reports in geese until now. This research aimed to isolate and identify A. urinaeequi from four geese, and establish a specific PCR detection method for [...] Read more.
Aerococcus urinaeequi is an opportunistic pathogen that has been isolated from humans, pigs, and chickens, but with no reports in geese until now. This research aimed to isolate and identify A. urinaeequi from four geese, and establish a specific PCR detection method for A. urinaeequi. Strain E1 was identified as A. urnaeequi through a combination of Gram staining (Gram-positive coccus), colony morphology (α-hemolysis), and whole genome sequencing analysis. Comparative genomics was used to analyze the genome sequences of five reference strains of A. urinaeequi to screen for a species-specific genomic region (401 bp). Based on this region, specific primers were designed to establish the PCR detection method for A. urnaeequi, and the specificity and sensitivity of this assay were tested. The results showed that the target sequence was specifically amplified only for the genome of A. urinaeequi, and that the minimum nucleic acid detection concentration was 7.08 × 10−3 ng/μL. The mouse infection model indicated that the target fragment could be amplified from the tissue samples of dead mice in the challenge groups, verifying the applicability of PCR for clinical sample detection. Specific sequences of A. urinaeequi were detected in the lungs of three pigs using the PCR method, confirmed to be consistent through whole genome sequencing, and previously identified as A. urinaeequi or A. viridans by 16S rRNA sequencing. For the detection of fecal samples from geese, canines, and felines using the PCR method, the highest positive rate was 36.9% (31/84) of geese, followed by 21.7% (20/90) of felines, and finally 6.9% (16/230) of canines. A strain of A. urinaeequi was isolated and identified in geese for the first time, and a species-specific PCR detection method for A. urinaeequi was established with high specificity and sensitivity, which could well distinguish the bacterial species A. urinaeequi from its phylogenetically related species, A. viridans. Full article
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23 pages, 2623 KB  
Article
Chromosome-Contiguous Ancylostoma duodenale Reference Genome from a Single Archived Specimen Elucidates Human Hookworm Biology and Host–Parasite Interactions
by Neil D. Young, Yuanting Zheng, Sunita B. Sumanam, Tao Wang, Jiangning Song, Bill C. H. Chang and Robin B. Gasser
Int. J. Mol. Sci. 2025, 26(12), 5576; https://doi.org/10.3390/ijms26125576 - 11 Jun 2025
Viewed by 697
Abstract
Soil-transmitted helminths (STHs) are parasitic nematodes that infect humans, particularly in tropical and subtropical regions, where they contribute substantially to neglected tropical diseases (NTDs). Among them, hookworms (Ancylostoma duodenale, Necator americanus and Ancylostoma ceylanicum) cause substantial morbidity, leading to anaemia, [...] Read more.
Soil-transmitted helminths (STHs) are parasitic nematodes that infect humans, particularly in tropical and subtropical regions, where they contribute substantially to neglected tropical diseases (NTDs). Among them, hookworms (Ancylostoma duodenale, Necator americanus and Ancylostoma ceylanicum) cause substantial morbidity, leading to anaemia, malnutrition, and developmental impairment. Despite the global impact of hookworm disease, genomic research on A. duodenale has lagged behind that of other hookworms, limiting comparative and molecular biological investigations. Here, we report the first chromosome-level reference genome of A. duodenale, assembled from a single adult specimen archived in ethanol at −20 °C for more than 27 years. Using third-generation sequencing (PacBio Revio, Menlo Park, CA, USA, Oxford Nanopore, Oxford, UK), Hi-C scaffolding, and advanced computational tools, we produced a high-quality 319 Mb genome, filling a critical gap in hookworm genomics. Comparative analyses with N. americanus and the related, free-living nematode Caenorhabditis elegans provided new insights into genome organisation, synteny, and specific adaptations. While A. duodenale exhibited strong chromosomal synteny with N. americanus, its limited synteny with C. elegans highlights its distinct parasitic adaptations. We identified 20,015 protein-coding genes, including conserved single-copy orthologues (SCOs) linked to host–pathogen interactions, immune evasion and essential biological processes. The first comprehensive secretome analysis of A. duodenale revealed a diverse repertoire of excretory/secretory (ES) proteins, including immunomodulatory candidates predicted to interact with host structural and immune-related proteins. This study advances hookworm genomics, establishes a basis for the sequencing of archival specimens, and provides fundamental insights into the molecular biology of A. duodenale. The genomic resource for this hookworm species creates new opportunities for diagnostic, therapeutic, and vaccine development within a One Health framework. It complements recent epidemiological work and aligns with the WHO NTD roadmap (2021–2030) and Sustainable Development Goal 3.3. Full article
(This article belongs to the Special Issue Parasite Biology and Host-Parasite Interactions: 2nd Edition)
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17 pages, 8766 KB  
Article
Analysis of Software Read Cross-Contamination in DNBSEQ Data
by Dmitry N. Konanov, Vera Y. Tereshchuk, Ignat V. Sonets, Elena V. Korneenko, Aleksandra V. Lukina-Gronskaya, Anna S. Speranskaya and Elena N. Ilina
Biology 2025, 14(6), 670; https://doi.org/10.3390/biology14060670 - 9 Jun 2025
Viewed by 764
Abstract
DNA nanoball sequencing (DNBSEQ) is one of the most rapidly developing sequencing technologies and is widely applied in genomic and transcriptomic investigations. Recently, a new PE300 sequencing option primarily recommended for amplicon analysis was released for DNBSEQ-G99 and G400 devices. Given their unprecedentedly [...] Read more.
DNA nanoball sequencing (DNBSEQ) is one of the most rapidly developing sequencing technologies and is widely applied in genomic and transcriptomic investigations. Recently, a new PE300 sequencing option primarily recommended for amplicon analysis was released for DNBSEQ-G99 and G400 devices. Given their unprecedentedly high data yield per flow cell, the new PE300 kits could be a great choice for various sequencing tasks, but we found that combining different types of DNA libraries in a single run could lead to undesired artifacts in the data. In this study, we investigate the occasional read cross-contamination that we first observed in our DNBSEQ PE300 run. The phenomenon, which we refer to as “software contamination”, is not actual contamination but primarily manifests as improper forward/reverse read pairing, improper demultiplexing, or as “digital chimeric” reads. Although rare, these artifacts were found in all runs we have analyzed, including several MGI demo datasets (both PE100 and PE150). In this study, we demonstrate that these artifacts arise primarily from the incorrect resolution of sequencing signals produced by neighboring DNA nanoballs, leading to mixing out forward and reverse reads or improper demultiplexing. The artifacts occur most frequently with read pairs where the length of insert sequence is shorter than the read length. Based on a few external NA12878 human exome sequencing data, we conclude that the total improper pairing rate in DNBSEQ data is comparable to Illumina ones. Overall, the problem only affects the analysis results when simultaneously sequenced libraries have markedly different insert size distribution or flow cell loading. Additionally, we demonstrate here that raw DNBSEQ data might contain ~2% optical duplicates, resulting from the same effect of close neighboring of DNB-sites in the flow cell. Full article
(This article belongs to the Section Biotechnology)
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19 pages, 6987 KB  
Article
Study of Retinoic Acid-Induced Osteoarthritis: Integrating RNA-Sequencing, Network Pharmacology, Molecular Docking, and Experimental Validation
by Tao Lu, Zi-Yi Liu, Yang-Shuo Ge, Shuai-Yu Jiang, Qing-Ao Zhao and Dao-Fang Ding
Int. J. Mol. Sci. 2025, 26(12), 5519; https://doi.org/10.3390/ijms26125519 - 9 Jun 2025
Cited by 1 | Viewed by 929
Abstract
Osteoarthritis (OA) is a debilitating joint disorder characterized by cartilage degradation and disruption of chondrocyte homeostasis. Although retinoic acid (RA) has been used in OA models, its precise targets are not clear. A translational framework was employed, integrating RNA-sequencing results, network pharmacology prediction, [...] Read more.
Osteoarthritis (OA) is a debilitating joint disorder characterized by cartilage degradation and disruption of chondrocyte homeostasis. Although retinoic acid (RA) has been used in OA models, its precise targets are not clear. A translational framework was employed, integrating RNA-sequencing results, network pharmacology prediction, computational ligand-receptor molecular docking, and biological experimental validation, to systematically elucidate RA’s disease-modifying targets in OA pathogenesis. RNA-sequencing of RA-treated chondrocytes revealed 656 differentially expressed genes (DEGs). Protein–protein interaction (PPI) network analysis and functional enrichment [Gene Ontology (GO)/Kyoto Encyclopedia of Genes and Genomes (KEGG)] highlighted key pathways, including extracellular matrix (ECM) reorganization and PI3K-Akt-mediated mechanotransduction and others. Network pharmacology analysis identified 42 shared targets between RA and OA. PPI analysis and functional enrichment (GO/KEGG) highlighted pathways including the renin–angiotensin system and the neuroactive ligand–receptor interaction, among others. Molecular docking ranked candidate targets by binding affinity of RA in descending order as MAPK14 (p38α), PTGER3 (PGE2 receptor), CA2 (CA2), and others. Five intersecting targets CA2, ACE, PTGS1 (COX-1), PGR, and EDNRA (ETAR) were identified by integrating RNA-sequencing (RNA-seq) results and network pharmacology predictions. These interactions were experimentally validated via western blot, RT-qPCR and immunofluorescence. RA increased the expression of MMP13, CA2 and ACE, and decreased the expression of COL2A1 in chondrocytes. siRNA-mediated knockdown of both CA2 (human CA2 homolog) and ACE (human ACE homolog) inhibit cartilage degradation through downregulating MMP13 and upregulating COL2A1. This study not only elucidates potential molecular mechanisms by which RA modulates chondrocyte catabolism but also offers a valuable reference for the development of novel OA therapeutics. Full article
(This article belongs to the Section Molecular Pharmacology)
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18 pages, 1338 KB  
Article
Human Health Risk Assessment from the Tilapia Fish in Heavy Metal–Contaminated Landfill Reservoir
by Ni Yang, Pansa Monkheang, Lamyai Neeratanaphan, Somsak Intamat and Bundit Tengjaroensakul
Int. J. Environ. Res. Public Health 2025, 22(6), 873; https://doi.org/10.3390/ijerph22060873 - 31 May 2025
Viewed by 1048
Abstract
This study highlights the significant environmental and health risks associated with heavy metal contamination (As, Cd, Cr, and Pb) in Oreochromis niloticus (Nile tilapia) from two locations: the Khon Kaen municipal landfill (study site) and the Thapra commercial fish farm (reference site). It [...] Read more.
This study highlights the significant environmental and health risks associated with heavy metal contamination (As, Cd, Cr, and Pb) in Oreochromis niloticus (Nile tilapia) from two locations: the Khon Kaen municipal landfill (study site) and the Thapra commercial fish farm (reference site). It also evaluates potential human health risks and investigates genotoxicity and oxidative stress markers, including malondialdehyde, hydrogen peroxide (H2O2), catalase (CAT), and superoxide dismutase (SOD) in fish. Heavy metal concentrations were analyzed using inductively coupled plasma optical emission spectrometry. To determine genetic differentiation, inter-simple sequence repeats with dendrogram construction and genomic template stability (%GTS) were applied. The results showed that the average concentrations of As, Cd, Cr, and Pb in water samples were 0.0848, 0.536, 1.23, and 0.73 mg/L, respectively. These values exceeded safety limits, and the average Cd in sediment (1.162 mg/kg) was above regulatory thresholds. In fish muscle, the average metal concentrations (mg/kg) followed the order Cr (1.83) > Pb (0.69) > Cd (0.096) > As (0.0758), with Pb exceeding food quality standards. The bioaccumulation factor ranked as Cr > Pb > As > Cd. Health risk assessments, including health risk index and carcinogenic risk, suggested Pb contamination poses significant health risks through fish consumption. From dendrogram results, the %GTS of O. niloticus from the landfill and reference sites were 46.34 to 71.67% and 87.34 to 96.00%, respectively. This suggests that fish from the landfill site exhibited greater genetic diversity compared to those from the reference site. Specific oxidative stress markers revealed higher levels of H2O2 and significantly lower activities of CAT and SOD in landfill O. niloticus than in the reference site. These results emphasize the urgent need for environmental monitoring, stricter pollution controls, and improved waste management strategies to protect aquatic ecosystems and human health. Full article
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19 pages, 2541 KB  
Review
Novel Avenues for the Detection of Cancer-Associated Viral Genome Integrations Using Long-Read Sequencing Technologies
by Larissa-Anna Bergmann, Alicja Pacholewska and Michal R. Schweiger
Cancers 2025, 17(11), 1740; https://doi.org/10.3390/cancers17111740 - 22 May 2025
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Abstract
Human papillomaviruses (HPVs), like many other viruses, are able to integrate their genomes into the host cellular genome. This integration can activate viral oncogenes or alter the function of cellular oncogenes and tumor suppressor genes, thereby increasing the likelihood of HPV-associated tumor development. [...] Read more.
Human papillomaviruses (HPVs), like many other viruses, are able to integrate their genomes into the host cellular genome. This integration can activate viral oncogenes or alter the function of cellular oncogenes and tumor suppressor genes, thereby increasing the likelihood of HPV-associated tumor development. In particular, HPV types 16 and 18 are responsible for over 70% of all cervical, anal, and oropharyngeal cancers worldwide, with rising incidence. Even more, high-resolution mapping of preferred integration sites using LR-Seq technologies offers deep insights into the molecular mechanisms of HPV integration. LR-Seq enables the detection of complex integration patterns, where the viral genome can be replicated and amplified into virus–host concatemers, including events within large structural variations or highly repetitive genomic regions. Furthermore, aligning LR-Seq data to the latest T2T reference genome (hs1) is necessary to provide new information about viral integration in genomic regions that were previously inaccessible, such as centromeres and other structurally complex repeat-rich loci. In this review, we provide insights into HPV genomic integration revealed by LR-Seq technologies, with a particular focus on how the use of the complete T2T reference genome enhances the detection of integration events in previously uncharacterized, repeat-rich regions of the human genome. Full article
(This article belongs to the Special Issue Long-Read Sequencing in Cancer)
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Article
IGF2BP3 Modulates mRNA Splicing and Stability to Promote Trophoblast Progression via Interaction with PDE3A and Suppression by miR-196a-5p in Preeclampsia
by Chunyan Li, Pingpo Ming, Cuifang Fan, Jiao Chen and Jing Yang
Biomedicines 2025, 13(6), 1268; https://doi.org/10.3390/biomedicines13061268 - 22 May 2025
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Abstract
Background: Preeclampsia (PE) is a pregnancy-specific disorder and a leading cause of maternal and fetal morbidity and mortality. Impaired trophoblast invasion is a hallmark of PE, and alternative splicing (AS) is crucial for trophoblast differentiation and placental development. However, the exact mechanisms of [...] Read more.
Background: Preeclampsia (PE) is a pregnancy-specific disorder and a leading cause of maternal and fetal morbidity and mortality. Impaired trophoblast invasion is a hallmark of PE, and alternative splicing (AS) is crucial for trophoblast differentiation and placental development. However, the exact mechanisms of AS in PE remain poorly understood. Methods: To elucidate AS-mediated regulatory pathways in PE, a total of 38 fresh-frozen placental samples, including 13 pre-eclampsia samples and 25 normal control samples, were collected from Renmin Hospital of Wuhan University between 1 February and 30 July 2022. We performed transcriptome sequencing of seven PE and seven normal placentas to identify differentially spliced events. After quality control and adapter trimming, raw sequencing reads were aligned to the human reference genome using STAR. Differential exon usage was analyzed using DEXSeq (version 1.36.0), and exons with an adjusted p-value < 0.05 and a fold change greater than 2 or less than 0.5 were considered significantly differentially spliced. Functional assays, including CCK8, colony formation, and cell cycle analyses, were conducted to assess trophoblast proliferation, whereas wound healing and Transwell assays were used to evaluate trophoblast migration and invasion using the HTR-8/SVneo cell line. RNA immunoprecipitation sequencing (RIP-seq) and RNA stability assays were employed to investigate mRNA interactions and stability. Results: Insulin-like growth factor 2 mRNA-binding protein 3 (IGF2BP3) emerged as a key RNA-binding protein associated with alternative splicing regulation, intersecting both AS-related candidate genes and known splicing factors, although it is not a classical splicing factor itself. IGF2BP3 overexpression markedly enhanced HTR-8/SVneo trophoblast proliferation, migration, and invasion while suppressing ROS activation. RNA-seq, RIP-seq, and RNA stability assays revealed that IGF2BP3 directly interacts with and enhances the stability of PDE3A mRNA. Functional rescue experiments confirmed that PDE3A knockdown partially abrogated IGF2BP3-mediated trophoblast progression. Furthermore, miR-196a-5p was identified as a negative regulator of IGF2BP3 via miRNA inhibitor/mimic transfection, qRT-PCR, and functional assays, confirming that miR-196a-5p overexpression downregulates IGF2BP3, thereby impairing trophoblast migration and proliferation. Notably, restoring IGF2BP3 expression reversed these inhibitory effects. Conclusions: Our findings reveal a previously unrecognized regulatory axis in PE in which miR-196a-5p suppresses IGF2BP3 expression, leading to PDE3A mRNA destabilization and impaired trophoblast function. This study offers mechanistic insights into PE pathogenesis and identifies IGF2BP3 as a potential therapeutic target. Full article
(This article belongs to the Section Cell Biology and Pathology)
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