Pub Date : 2026-02-21DOI: 10.1186/s40246-026-00924-z
Ebuka Onyenobi, Michael Zhong, Josephine Peitz, Kiranpreet Chawla, Amy Plotkin, Clement Adebamowo, Sally N Adebamowo
{"title":"Identification of miRNA biomarkers and development of predictive signatures for early detection and prognosis in cervical precancer and cancer.","authors":"Ebuka Onyenobi, Michael Zhong, Josephine Peitz, Kiranpreet Chawla, Amy Plotkin, Clement Adebamowo, Sally N Adebamowo","doi":"10.1186/s40246-026-00924-z","DOIUrl":"https://doi.org/10.1186/s40246-026-00924-z","url":null,"abstract":"","PeriodicalId":13183,"journal":{"name":"Human Genomics","volume":" ","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146776254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-19DOI: 10.1186/s40246-026-00925-y
John Guozhuang Li, Kexin Xu, Bin Xiao, Jingnan Li, Yi-Cheng Zhu, Hongzhong Jin, Qingwei Qi, Lianlei Wang, Lina Zhao, Zhihong Wu, Sen Zhao, Terry Jianguo Zhang, Nan Wu
{"title":"Addressing the diagnostic gap through deep phenotyping.","authors":"John Guozhuang Li, Kexin Xu, Bin Xiao, Jingnan Li, Yi-Cheng Zhu, Hongzhong Jin, Qingwei Qi, Lianlei Wang, Lina Zhao, Zhihong Wu, Sen Zhao, Terry Jianguo Zhang, Nan Wu","doi":"10.1186/s40246-026-00925-y","DOIUrl":"https://doi.org/10.1186/s40246-026-00925-y","url":null,"abstract":"","PeriodicalId":13183,"journal":{"name":"Human Genomics","volume":" ","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146226572","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-16DOI: 10.1186/s40246-026-00920-3
Tianhao Qu, Yan Zhong, Yonghuan Zhou, Lin Liu, Zheng Ye
{"title":"Integrative genomics establishes GNL3 as a pleiotropic hub and causal gene for osteoarthritis.","authors":"Tianhao Qu, Yan Zhong, Yonghuan Zhou, Lin Liu, Zheng Ye","doi":"10.1186/s40246-026-00920-3","DOIUrl":"https://doi.org/10.1186/s40246-026-00920-3","url":null,"abstract":"","PeriodicalId":13183,"journal":{"name":"Human Genomics","volume":" ","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146206970","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Inherited retinal degeneration (IRD) comprises a diverse group of monogenic disorders characterized by marked genetic and phenotypic heterogeneity. Although next-generation sequencing (NGS) enables the identification of candidate variants, many remain classified as variants of uncertain significance (VUS). Ancestry-matched population data can strengthen comparative evidence, and the emergence of national biobanks provides new opportunities to operationalize ACMG/AMP criterion PS4 through case-control analyses.
Methods: We integrated an IRD cohort of 802 probands with whole-genome allele frequency data from 1,492 individuals in the Taiwan Biobank. An allele-based case-control framework was applied, assigning PS4 when the Haldane-Anscombe-corrected odds ratio was ≥ 5 and the 95% confidence interval excluded 1. Post-PS4 triage required variants to: (i) reside in IRD-associated genes, (ii) be rare in East Asian populations in gnomAD v4.1, and (iii) be annotated in RefSeq as exonic, untranslated regions, or splicing (± 20 bp). Baseline ACMG/AMP classifications were generated using GeneBe and finalized through expert curation.
Results: Incorporation of PS4 substantially refined variant interpretation, upgrading two variants from Likely Pathogenic to Pathogenic and six from VUS to Likely Pathogenic. Homozygous exemplar variants, including CNGB1 (NM_001297.5): c.2921T > G and CFAP410 (NM_004928.3): c.340_351dup, demonstrated strong genotype-phenotype concordance with confirmatory sequencing, illustrating an end-to-end workflow from statistical enrichment to clinical reporting.
Conclusion: An ancestry-aware case-control framework enables effective implementation of PS4 and improves the accuracy of IRD variant classification. This reproducible strategy supports the integration of population-specific genomic data into clinical workflows and is applicable to other monogenic disorders.
{"title":"From enrichment to interpretation: PS4-driven reclassification in Taiwanese inherited retinal degeneration.","authors":"Yu-Shu Huang, Chien-Yu Lin, Yu-An Chen, Chieh-Yu Lee, Chang-Hao Yang, Jacob Shujui Hsu, Ta-Ching Chen, Pei-Lung Chen","doi":"10.1186/s40246-026-00923-0","DOIUrl":"https://doi.org/10.1186/s40246-026-00923-0","url":null,"abstract":"<p><strong>Background: </strong>Inherited retinal degeneration (IRD) comprises a diverse group of monogenic disorders characterized by marked genetic and phenotypic heterogeneity. Although next-generation sequencing (NGS) enables the identification of candidate variants, many remain classified as variants of uncertain significance (VUS). Ancestry-matched population data can strengthen comparative evidence, and the emergence of national biobanks provides new opportunities to operationalize ACMG/AMP criterion PS4 through case-control analyses.</p><p><strong>Methods: </strong>We integrated an IRD cohort of 802 probands with whole-genome allele frequency data from 1,492 individuals in the Taiwan Biobank. An allele-based case-control framework was applied, assigning PS4 when the Haldane-Anscombe-corrected odds ratio was ≥ 5 and the 95% confidence interval excluded 1. Post-PS4 triage required variants to: (i) reside in IRD-associated genes, (ii) be rare in East Asian populations in gnomAD v4.1, and (iii) be annotated in RefSeq as exonic, untranslated regions, or splicing (± 20 bp). Baseline ACMG/AMP classifications were generated using GeneBe and finalized through expert curation.</p><p><strong>Results: </strong>Incorporation of PS4 substantially refined variant interpretation, upgrading two variants from Likely Pathogenic to Pathogenic and six from VUS to Likely Pathogenic. Homozygous exemplar variants, including CNGB1 (NM_001297.5): c.2921T > G and CFAP410 (NM_004928.3): c.340_351dup, demonstrated strong genotype-phenotype concordance with confirmatory sequencing, illustrating an end-to-end workflow from statistical enrichment to clinical reporting.</p><p><strong>Conclusion: </strong>An ancestry-aware case-control framework enables effective implementation of PS4 and improves the accuracy of IRD variant classification. This reproducible strategy supports the integration of population-specific genomic data into clinical workflows and is applicable to other monogenic disorders.</p>","PeriodicalId":13183,"journal":{"name":"Human Genomics","volume":" ","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146201472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Colorectal cancer (CRC) is the third most common cancer globally. Alternative splicing contributes significantly to CRC tumorigenesis through aberrant transcript generation. However, the regulatory influence of RNA modifications on splicing remains poorly understood, largely due to technical difficulty. Nanopore direct RNA sequencing addresses this by enabling simultaneous detection of RNA modifications and Alternative splicing events (ASEs).
Methods: We conducted Nanopore direct RNA sequencing on paired tumor and normal tissues from surgical resections at Beijing Hospital. Differential putative RNA modification sites and ASEs linked to CRC were systematically identified. To validate the key findings, we utilized a large patient cohort from The Cancer Genome Atlas (TCGA) and predicted 3D protein structures with AlphaFold3. The predicted structures were then compared using TM-align. Regulatory relationships between RNA modifications and splicing were explored through predictive modeling of potential cis-regulatory pairs. The splicing events were also validated.
Results: The MYH11-201 transcript of the MYH11 gene contains an additional exon (ENSE00001632812) compared to the MYH11-203 isoform. Both bioinformatic analysis and experimental validation confirmed frequent loss of this exon in tumor tissues. This finding was further validated in the TCGA cohort, demonstrating a significant preference for exon skipping in tumor tissues. These results suggest that the skipping of ENSE00001632812 is a promising candidate biomarker associated with CRC pathogenesis. Notably, this exon's PF00063 domain interacts with multiple tumor suppressor genes and oncogenes domains, suggesting its functional importance. The structures revealed pronounced rotational divergence within a putative C-terminal transmembrane domain-like region. Furthermore, we utilized Nanopore sequencing to explore the potential interplay between alternative splicing and RNA modifications. We implemented an integrated analytical workflow (available at https://github.com/lelelililele/Nanopore-ASEs-and-RNA-modification ) combining modification calling and splicing analysis tools to investigate RNA modification-related enzymes and splicing-related proteins in CRC.
Conclusions: This pilot study utilizes Nanopore direct RNA sequencing to characterize exon skipping events and RNA modifications in CRC. We identified the skipping of MYH11 exon ENSE00001632812 as a potential candidate for future diagnostic investigation. By integrating modification and splicing data, we highlighted putative regulatory pairs that warrant further functional exploration. While our findings offer new insights into CRC molecular mechanisms, extensive validation in independent large-scale cohorts and functional assays is essential to confirm the diagnostic utility and mechanistic roles of these targets.
{"title":"Exon skipping as a potential diagnostic biomarker in colorectal cancer: an integrated epigenomic-transcriptomic analysis.","authors":"Lili Zhang, Jian Cui, Jinxin Shi, Jiahui Cai, Tianhan Sun, Gaoyuan Sun, Yifei Li, Hexin Li, Siyuan Xu, Xiaokun Tang, Ziwei Chen, Hongyuan Cui, Fei Xiao, Gang Zhao","doi":"10.1186/s40246-026-00931-0","DOIUrl":"10.1186/s40246-026-00931-0","url":null,"abstract":"<p><strong>Background: </strong>Colorectal cancer (CRC) is the third most common cancer globally. Alternative splicing contributes significantly to CRC tumorigenesis through aberrant transcript generation. However, the regulatory influence of RNA modifications on splicing remains poorly understood, largely due to technical difficulty. Nanopore direct RNA sequencing addresses this by enabling simultaneous detection of RNA modifications and Alternative splicing events (ASEs).</p><p><strong>Methods: </strong>We conducted Nanopore direct RNA sequencing on paired tumor and normal tissues from surgical resections at Beijing Hospital. Differential putative RNA modification sites and ASEs linked to CRC were systematically identified. To validate the key findings, we utilized a large patient cohort from The Cancer Genome Atlas (TCGA) and predicted 3D protein structures with AlphaFold3. The predicted structures were then compared using TM-align. Regulatory relationships between RNA modifications and splicing were explored through predictive modeling of potential cis-regulatory pairs. The splicing events were also validated.</p><p><strong>Results: </strong>The MYH11-201 transcript of the MYH11 gene contains an additional exon (ENSE00001632812) compared to the MYH11-203 isoform. Both bioinformatic analysis and experimental validation confirmed frequent loss of this exon in tumor tissues. This finding was further validated in the TCGA cohort, demonstrating a significant preference for exon skipping in tumor tissues. These results suggest that the skipping of ENSE00001632812 is a promising candidate biomarker associated with CRC pathogenesis. Notably, this exon's PF00063 domain interacts with multiple tumor suppressor genes and oncogenes domains, suggesting its functional importance. The structures revealed pronounced rotational divergence within a putative C-terminal transmembrane domain-like region. Furthermore, we utilized Nanopore sequencing to explore the potential interplay between alternative splicing and RNA modifications. We implemented an integrated analytical workflow (available at https://github.com/lelelililele/Nanopore-ASEs-and-RNA-modification ) combining modification calling and splicing analysis tools to investigate RNA modification-related enzymes and splicing-related proteins in CRC.</p><p><strong>Conclusions: </strong>This pilot study utilizes Nanopore direct RNA sequencing to characterize exon skipping events and RNA modifications in CRC. We identified the skipping of MYH11 exon ENSE00001632812 as a potential candidate for future diagnostic investigation. By integrating modification and splicing data, we highlighted putative regulatory pairs that warrant further functional exploration. While our findings offer new insights into CRC molecular mechanisms, extensive validation in independent large-scale cohorts and functional assays is essential to confirm the diagnostic utility and mechanistic roles of these targets.</p>","PeriodicalId":13183,"journal":{"name":"Human Genomics","volume":" ","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13005353/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146179393","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1186/s40246-026-00926-x
Vanessa I Romero, Martina Armas Samaniego, Paúl León, Benjamín Arias-Almeida, Rino Sasaki, Yoko Iwauchi, Kazuyoshi Hosomichi
Background: Wilson disease is a rare autosomal recessive disorder caused by variations in ATP7B, leading to copper accumulation and multisystemic damage. Diagnosis is often delayed due to its heterogeneous clinical presentation and limited genetic data in underrepresented populations.
Methods: We characterized ten Ecuadorian patients with clinical suspicion of Wilson disease using whole-exome sequencing (WES), selected to enable simultaneous assessment of ATP7B and other metabolic genes relevant to Wilson-like phenotypes. Variants were interpreted following HGNC and ACMG/AMP guidelines. Ancestry was examined in nine patients using ADMIXTURE and PCA with a reference panel of 968 individuals from African, European, and Indigenous American populations. ATP7B expression was quantified by RT-qPCR in the one patient lacking identifiable coding-region variants.
Results: Six patients were homozygous and two were compound heterozygous for pathogenic or likely pathogenic ATP7B variants. The recurrent alleles c.2052dupC p.(Met685*) (Guayaquil) and c.2012_2013insAT p.(Met671Ilefs*) (Cañar/Cuenca) showed geographic and ancestry patterns consistent with known demographic structure in Ecuador, though not sufficient to infer founder effects. Additional variants included c.3188 C > T p.(Ala1603Val), c.3727 C > G p.(Leu1243Val), c.2318G > A p.(Cys773Tyr), and c.2080 C > T p.(Arg694Trp). One patient with no detectable ATP7B coding-region variation demonstrated ~ 9.8-fold reduced ATP7B expression, supporting the clinical diagnosis.
Conclusions: This study provides an integrated clinical, molecular, and ancestry framework for characterizing Wilson disease in an underrepresented population. The identification of regionally recurrent ATP7B variants, together with the diversity of clinical presentations, highlights the need for comprehensive diagnostic approaches in admixed populations. Larger studies incorporating segregation and functional assays will be essential to refine variant interpretation and improve access to molecular diagnosis in Latin America.
背景:威尔逊病是一种罕见的常染色体隐性遗传病,由ATP7B变异引起,导致铜积累和多系统损伤。在代表性不足的人群中,由于其异质的临床表现和有限的遗传数据,诊断常常延迟。方法:我们使用全外显子组测序(WES)对10例临床怀疑为Wilson病的厄瓜多尔患者进行了特征分析,选择这些患者进行ATP7B和其他与Wilson样表型相关的代谢基因的同时评估。根据HGNC和ACMG/AMP指南解释变异。使用admix和PCA检查9例患者的祖先,参考小组包括来自非洲、欧洲和美洲原住民的968人。在缺乏可识别编码区变异的1例患者中,通过RT-qPCR定量检测ATP7B的表达。结果:ATP7B致病性或可能致病性变异为纯合子6例,复合杂合子2例。重复等位基因c.2052dupC p.(Met685*) (Guayaquil)和c.2012_2013insAT p.(Met671Ilefs*) (Cañar/Cuenca)的地理和祖先模式与厄瓜多尔已知的人口结构一致,但不足以推断创始人效应。其他变体包括c.3188C > p.(Ala1603Val), C .3727C . > G . p.(Leu1243Val), C . 2318g . >a . p.(Cys773Tyr),和C .2080C > T p.(Arg694Trp)。1例未检测到ATP7B编码区变异的患者,ATP7B表达降低约9.8倍,支持临床诊断。结论:本研究提供了一个完整的临床、分子和血统框架,用于在代表性不足的人群中表征威尔逊病。区域性复发性ATP7B变异的识别,以及临床表现的多样性,突出了在混合人群中采用综合诊断方法的必要性。结合分离和功能分析的更大规模研究对于改进变异解释和改善拉丁美洲分子诊断的可及性至关重要。
{"title":"Genetic findings in ten Ecuadorian patients with suspected Wilson's disease.","authors":"Vanessa I Romero, Martina Armas Samaniego, Paúl León, Benjamín Arias-Almeida, Rino Sasaki, Yoko Iwauchi, Kazuyoshi Hosomichi","doi":"10.1186/s40246-026-00926-x","DOIUrl":"10.1186/s40246-026-00926-x","url":null,"abstract":"<p><strong>Background: </strong>Wilson disease is a rare autosomal recessive disorder caused by variations in ATP7B, leading to copper accumulation and multisystemic damage. Diagnosis is often delayed due to its heterogeneous clinical presentation and limited genetic data in underrepresented populations.</p><p><strong>Methods: </strong>We characterized ten Ecuadorian patients with clinical suspicion of Wilson disease using whole-exome sequencing (WES), selected to enable simultaneous assessment of ATP7B and other metabolic genes relevant to Wilson-like phenotypes. Variants were interpreted following HGNC and ACMG/AMP guidelines. Ancestry was examined in nine patients using ADMIXTURE and PCA with a reference panel of 968 individuals from African, European, and Indigenous American populations. ATP7B expression was quantified by RT-qPCR in the one patient lacking identifiable coding-region variants.</p><p><strong>Results: </strong>Six patients were homozygous and two were compound heterozygous for pathogenic or likely pathogenic ATP7B variants. The recurrent alleles c.2052dupC p.(Met685*) (Guayaquil) and c.2012_2013insAT p.(Met671Ilefs*) (Cañar/Cuenca) showed geographic and ancestry patterns consistent with known demographic structure in Ecuador, though not sufficient to infer founder effects. Additional variants included c.3188 C > T p.(Ala1603Val), c.3727 C > G p.(Leu1243Val), c.2318G > A p.(Cys773Tyr), and c.2080 C > T p.(Arg694Trp). One patient with no detectable ATP7B coding-region variation demonstrated ~ 9.8-fold reduced ATP7B expression, supporting the clinical diagnosis.</p><p><strong>Conclusions: </strong>This study provides an integrated clinical, molecular, and ancestry framework for characterizing Wilson disease in an underrepresented population. The identification of regionally recurrent ATP7B variants, together with the diversity of clinical presentations, highlights the need for comprehensive diagnostic approaches in admixed populations. Larger studies incorporating segregation and functional assays will be essential to refine variant interpretation and improve access to molecular diagnosis in Latin America.</p>","PeriodicalId":13183,"journal":{"name":"Human Genomics","volume":" ","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12998073/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146179324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}