Pub Date : 2026-01-29DOI: 10.1038/s41431-026-02014-z
Kirsten M Farncombe, Julia A Sobotka, Melyssa Aronson, Mark Basik, Yvonne Bombard, Leslie Born, Rona Cheifetz, Marc Clausen, Natalie Coburn, Lesa Dawson, Andrea S Doria, Khaled Y Elbanna, Holly Etchegary, William D Foulkes, Chiquita Hessels, Angela Hyde, Karineh Kazazian, Adam Kinnaird, C Anne Koch, Stephane Laframboise, Jordan Lerner-Ellis, Stephanie Lheureux, David Malkin, Ur Metser, Lynette S Penney, Sarah Ridd, Kasmintan A Schrader, Teresa Tiano, Alicia A Tone, Patrick Veit-Haibach, Stephanie Wong, Wei Xu, Trevor J Pugh, Raymond H Kim
Individuals with hereditary cancer syndromes are born with germline genetic variants that significantly increase their lifetime risk of developing multiple cancers. Cancer rates and overall mortality can be reduced with intensive surveillance to facilitate early cancer detection. However, participating in diagnostic imaging and endoscopy surveillance programs is often time-consuming, overwhelming, inconvenient, and anxiety-inducing. To improve this, multi-cancer early detection tests are being developed using cell-free DNA (cfDNA) sequencing analysis to detect cancers with more sensitivity than conventional screening methods. Our community (the CHARM consortium: Cell-free DNA in Hereditary And high-Risk Malignancies) has been exploring the use of cfDNA sequencing in hereditary cancer, and has launched the CHARM2 prospective randomized controlled trial, which is enrolling 1000 participants with Hereditary Breast and Ovarian Cancer, Lynch syndrome, Li-Fraumeni syndrome, Neurofibromatosis type 1 and Hereditary Diffuse Gastric Cancer to improve equitable access, early detection and surveillance for high-risk individuals. All participants will have screening as per conventional syndrome-specific surveillance recommendations. Half the participants (experimental cohort) will also have cfDNA analysis at least three times a year, with abnormal results triggering dedicated clinical imaging and diagnostic evaluation, and heightened surveillance. Vetted by our patient advisors, validated patient-reported outcome and experience measures assessing participant psychosocial outcomes, engagement, and test preferences will be administered to both arms. Our goal is to inform if and how cfDNA analysis could be implemented into routine clinical care and offer a path to equitable and more convenient cancer screening for all high-risk Canadians.
{"title":"Non-invasive screening in hereditary cancer: a randomized controlled trial to test cell-free DNA-based early detection in the CHARM consortium.","authors":"Kirsten M Farncombe, Julia A Sobotka, Melyssa Aronson, Mark Basik, Yvonne Bombard, Leslie Born, Rona Cheifetz, Marc Clausen, Natalie Coburn, Lesa Dawson, Andrea S Doria, Khaled Y Elbanna, Holly Etchegary, William D Foulkes, Chiquita Hessels, Angela Hyde, Karineh Kazazian, Adam Kinnaird, C Anne Koch, Stephane Laframboise, Jordan Lerner-Ellis, Stephanie Lheureux, David Malkin, Ur Metser, Lynette S Penney, Sarah Ridd, Kasmintan A Schrader, Teresa Tiano, Alicia A Tone, Patrick Veit-Haibach, Stephanie Wong, Wei Xu, Trevor J Pugh, Raymond H Kim","doi":"10.1038/s41431-026-02014-z","DOIUrl":"https://doi.org/10.1038/s41431-026-02014-z","url":null,"abstract":"<p><p>Individuals with hereditary cancer syndromes are born with germline genetic variants that significantly increase their lifetime risk of developing multiple cancers. Cancer rates and overall mortality can be reduced with intensive surveillance to facilitate early cancer detection. However, participating in diagnostic imaging and endoscopy surveillance programs is often time-consuming, overwhelming, inconvenient, and anxiety-inducing. To improve this, multi-cancer early detection tests are being developed using cell-free DNA (cfDNA) sequencing analysis to detect cancers with more sensitivity than conventional screening methods. Our community (the CHARM consortium: Cell-free DNA in Hereditary And high-Risk Malignancies) has been exploring the use of cfDNA sequencing in hereditary cancer, and has launched the CHARM2 prospective randomized controlled trial, which is enrolling 1000 participants with Hereditary Breast and Ovarian Cancer, Lynch syndrome, Li-Fraumeni syndrome, Neurofibromatosis type 1 and Hereditary Diffuse Gastric Cancer to improve equitable access, early detection and surveillance for high-risk individuals. All participants will have screening as per conventional syndrome-specific surveillance recommendations. Half the participants (experimental cohort) will also have cfDNA analysis at least three times a year, with abnormal results triggering dedicated clinical imaging and diagnostic evaluation, and heightened surveillance. Vetted by our patient advisors, validated patient-reported outcome and experience measures assessing participant psychosocial outcomes, engagement, and test preferences will be administered to both arms. Our goal is to inform if and how cfDNA analysis could be implemented into routine clinical care and offer a path to equitable and more convenient cancer screening for all high-risk Canadians.</p>","PeriodicalId":12016,"journal":{"name":"European Journal of Human Genetics","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146085197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-29DOI: 10.1038/s41431-026-02020-1
Bruno Buecher, Mathilde Warcoin, Emilie Rolland, Rukhshona Abdullazoda, Aurélia Le Guillevic, Chrystelle Colas, Lisa Golmard
Pancreatic ductal adenocarcinoma occur in the context of a suspected or proven genetic predisposition in 5-10% of cases. While universal germline multigene panel testing is currently recommended by NCCN and ASCO, this approach was previously limited to patients with personal and/or family criteria suggestive of hereditary predisposition. We report the results of this « selective » approach applied in our institution from January 2018 to June 2023. Germline testing of a panel of 13 « clinically actionable » genes (APC, ATM, BRCA1, BRCA2, CDKN2A, MLH1, MSH2, MSH6, PALB2, PMS2, RAD51C, RAD51D, STK11) was performed in 496 patients with pancreatic ductal adenocarcinoma and suspected genetic predisposition based on the validation of prespecified clinical criteria. A germline pathogenic/likely pathogenic variant of one of these genes was identified in 49 patients corresponding to 9.9% of the study population. ATM and BRCA2 were the two most frequently implicated genes (18 and 16 cases, respectively) and the prevalence of pathogenic/likely pathogenic variants of these genes was significantly higher than in gnomAD controls. The overall contribution of core and non-core genes of the Homologous Recombination DNA repair system was 83.7% while the contribution of the Mismatch Repair system was 10.2%. An exploratory approach consisting of unmasking the results of the NGS analysis of 123 « research » genes involved in the carcinogenesis was applied to the 447 patients tested negative for the different genes of our diagnostic panel. This approach failed to identify other susceptibility genes to pancreatic adenocarcinoma.
{"title":"Results of a multigene panel testing approach targeting patients with suspected genetic predisposition to pancreatic ductal adenocarcinoma.","authors":"Bruno Buecher, Mathilde Warcoin, Emilie Rolland, Rukhshona Abdullazoda, Aurélia Le Guillevic, Chrystelle Colas, Lisa Golmard","doi":"10.1038/s41431-026-02020-1","DOIUrl":"https://doi.org/10.1038/s41431-026-02020-1","url":null,"abstract":"<p><p>Pancreatic ductal adenocarcinoma occur in the context of a suspected or proven genetic predisposition in 5-10% of cases. While universal germline multigene panel testing is currently recommended by NCCN and ASCO, this approach was previously limited to patients with personal and/or family criteria suggestive of hereditary predisposition. We report the results of this « selective » approach applied in our institution from January 2018 to June 2023. Germline testing of a panel of 13 « clinically actionable » genes (APC, ATM, BRCA1, BRCA2, CDKN2A, MLH1, MSH2, MSH6, PALB2, PMS2, RAD51C, RAD51D, STK11) was performed in 496 patients with pancreatic ductal adenocarcinoma and suspected genetic predisposition based on the validation of prespecified clinical criteria. A germline pathogenic/likely pathogenic variant of one of these genes was identified in 49 patients corresponding to 9.9% of the study population. ATM and BRCA2 were the two most frequently implicated genes (18 and 16 cases, respectively) and the prevalence of pathogenic/likely pathogenic variants of these genes was significantly higher than in gnomAD controls. The overall contribution of core and non-core genes of the Homologous Recombination DNA repair system was 83.7% while the contribution of the Mismatch Repair system was 10.2%. An exploratory approach consisting of unmasking the results of the NGS analysis of 123 « research » genes involved in the carcinogenesis was applied to the 447 patients tested negative for the different genes of our diagnostic panel. This approach failed to identify other susceptibility genes to pancreatic adenocarcinoma.</p>","PeriodicalId":12016,"journal":{"name":"European Journal of Human Genetics","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146085270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-26DOI: 10.1038/s41431-025-01995-7
Alejandro Soriano-Sexto, Obdulia Sánchez-Lijarcio, Leonardo Beccari, Natalia Castejón-Fernández, Fátima Leal, Patricia Alcaide, Belén de la Morena-Barrio, María Del Pilar Bahíllo-Curieses, Patricia Correcher, Rafael Hencke-Tresbach, Laura López, Elena Martín-Hernández, Raquel Yahyaoui, Magdalena Ugarte, Pilar Rodríguez-Pombo, Belén Pérez
Although next-generation sequencing has emerged as a powerful tool for diagnosing rare diseases (RD), many cases of inherited metabolic diseases (IMD) remain unsolved, hindering the diagnosis, clinical and therapeutic management of the patients. The primary aim of this study is to address the most elusive cases by applying long-read sequencing (LRS) targeted to the gene of interest on seven patients (FARS2, GYS2, PEX1, SLC2A1, AGL, ACAT1, and ACADM), identifying six novel pathogenic variants including two intronic variants, a structural variant and three transposable elements (TE) insertions. In addition, we have demonstrated the effect on splicing of an exonic variant previously reported as missense. Functional genetic tests specific for the expected effect of each variant of uncertain significance were designed, such as minigenes analysis or chromatin conformation capture assay. From the TE insertions, two were located in the genomic region of GYS2 or PEX1, causing a reduction in their mRNA expression. The third was located 7.6 kb downstream of SLC2A1; it alters the interaction between the SLC2A1 promoter and its distal regulatory element via the establishment of a loop with the 3' border of the native topologically associating domain. This study shows that the combination of LRS and functional genetic assays confers a powerful approach for expanding the mutational spectrum of IMD, adding data to improve the diagnosis of this large group of RD.
{"title":"Expanding the genetic landscape of inherited metabolic diseases using long-read sequencing and transcriptomic profiling.","authors":"Alejandro Soriano-Sexto, Obdulia Sánchez-Lijarcio, Leonardo Beccari, Natalia Castejón-Fernández, Fátima Leal, Patricia Alcaide, Belén de la Morena-Barrio, María Del Pilar Bahíllo-Curieses, Patricia Correcher, Rafael Hencke-Tresbach, Laura López, Elena Martín-Hernández, Raquel Yahyaoui, Magdalena Ugarte, Pilar Rodríguez-Pombo, Belén Pérez","doi":"10.1038/s41431-025-01995-7","DOIUrl":"https://doi.org/10.1038/s41431-025-01995-7","url":null,"abstract":"<p><p>Although next-generation sequencing has emerged as a powerful tool for diagnosing rare diseases (RD), many cases of inherited metabolic diseases (IMD) remain unsolved, hindering the diagnosis, clinical and therapeutic management of the patients. The primary aim of this study is to address the most elusive cases by applying long-read sequencing (LRS) targeted to the gene of interest on seven patients (FARS2, GYS2, PEX1, SLC2A1, AGL, ACAT1, and ACADM), identifying six novel pathogenic variants including two intronic variants, a structural variant and three transposable elements (TE) insertions. In addition, we have demonstrated the effect on splicing of an exonic variant previously reported as missense. Functional genetic tests specific for the expected effect of each variant of uncertain significance were designed, such as minigenes analysis or chromatin conformation capture assay. From the TE insertions, two were located in the genomic region of GYS2 or PEX1, causing a reduction in their mRNA expression. The third was located 7.6 kb downstream of SLC2A1; it alters the interaction between the SLC2A1 promoter and its distal regulatory element via the establishment of a loop with the 3' border of the native topologically associating domain. This study shows that the combination of LRS and functional genetic assays confers a powerful approach for expanding the mutational spectrum of IMD, adding data to improve the diagnosis of this large group of RD.</p>","PeriodicalId":12016,"journal":{"name":"European Journal of Human Genetics","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146051011","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Congenital adrenal hyperplasia (CAH) is an autosomal recessive disorder, commonly caused by variants in CYP21A2 (chr6p21.33), which encodes the 21-hydroxylase enzyme. Genetic diagnosis is challenging due to the high homology between CYP21A2 and its nearby pseudogene CYP21A1P. The current gold standard, PCR-based Sanger sequencing combined with multiplex ligation-dependent probe amplification (MLPA), is labor-intensive, costly, and amenable to PCR bias. Furthermore, it is not reliable in detecting complex structural variants, and it provides no information on whether variants are located on the same allele or not. The purpose of this study was to develop a method based on long-read sequencing (LRS) for accurate diagnostics of CYP21A2 variants and their phasing. Adaptive sampling (AS-)-LRS with chromosome 6 as region-of-interest was applied to DNA from 34 patients clinically diagnosed with CAH. To overcome mapping challenges in the highly homologous regions, we developed NanoCAH, a custom bioinformatic tool that accurately distinguishes between CYP21A2 and CYP21A1P reads. Using AS-LRS and NanoCAH, we genetically confirmed CYP21A2-associated CAH in 32 (94%) of the patients, including reliable phasing of the variants without the need for parental testing. AS-LRS clarified previously ambiguous findings, including the detection of chimeric genes, deletions, and missed variants. Compared to current gold standard methods, AS-LRS proved to be faster and more scalable, while providing greater accuracy in detecting variants within the CYP21A2 region. This makes AS-LRS a promising tool not only for CAH diagnosis but also for genetic testing in other regions with complex genomic architecture.
{"title":"Genetic diagnosis of CYP21A2-related CAH: adaptive sampling long-read sequencing is an accurate and scalable solution.","authors":"Dorte Launholt Lildballe, Morten Reiffenstein Huno, Lukas Ochsner Reynaud Ridder, Camilla Mains Balle, Simon Opstrup Drue, Agnethe Berglund, Morten Dunø, Ebbe Norskov Bak, Mette Hansen Viuff, Laura Skak Rasmussen, Claus Højbjerg Gravholt","doi":"10.1038/s41431-026-02019-8","DOIUrl":"https://doi.org/10.1038/s41431-026-02019-8","url":null,"abstract":"<p><p>Congenital adrenal hyperplasia (CAH) is an autosomal recessive disorder, commonly caused by variants in CYP21A2 (chr6p21.33), which encodes the 21-hydroxylase enzyme. Genetic diagnosis is challenging due to the high homology between CYP21A2 and its nearby pseudogene CYP21A1P. The current gold standard, PCR-based Sanger sequencing combined with multiplex ligation-dependent probe amplification (MLPA), is labor-intensive, costly, and amenable to PCR bias. Furthermore, it is not reliable in detecting complex structural variants, and it provides no information on whether variants are located on the same allele or not. The purpose of this study was to develop a method based on long-read sequencing (LRS) for accurate diagnostics of CYP21A2 variants and their phasing. Adaptive sampling (AS-)-LRS with chromosome 6 as region-of-interest was applied to DNA from 34 patients clinically diagnosed with CAH. To overcome mapping challenges in the highly homologous regions, we developed NanoCAH, a custom bioinformatic tool that accurately distinguishes between CYP21A2 and CYP21A1P reads. Using AS-LRS and NanoCAH, we genetically confirmed CYP21A2-associated CAH in 32 (94%) of the patients, including reliable phasing of the variants without the need for parental testing. AS-LRS clarified previously ambiguous findings, including the detection of chimeric genes, deletions, and missed variants. Compared to current gold standard methods, AS-LRS proved to be faster and more scalable, while providing greater accuracy in detecting variants within the CYP21A2 region. This makes AS-LRS a promising tool not only for CAH diagnosis but also for genetic testing in other regions with complex genomic architecture.</p>","PeriodicalId":12016,"journal":{"name":"European Journal of Human Genetics","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146028668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The concepts of uncertainty and trust in genomic research and clinical care have not been consistently defined across studies, leading to varied claims about the relationship between them. The role that social groups play in this relationship is also therefore unclear. A categorisation of themes of trust and uncertainty will help to clarify and compare research claims. A review was conducted of peer-reviewed literature that discussed both 'trust' and 'uncertainty' in genomics research and/or medicine from 1 January 2018 to 28 June 2024. Exclusion criteria removed studies that did not focus on human genomics, and did not mention 'trust' or 'uncertainty'. Discussions of 'trust', 'uncertainty' and 'social groups' were coded into distinct categories. The search returned 1070 unique abstracts from which 26 studies passed the exclusion criteria. Sixteen distinct uses of 'trust' and fifteen uses of 'uncertainty' were identified alongside sixteen social groups. Relationships between uncertainty and trust were often described as being mediated by a third variable. Irreducible forms of uncertainty reported in studies suggest a need to move towards assisting patients and data donors understand and feel comfortable with uncertainty and make use of 'productive uncertainties' to foster trust. More research is needed to understand how social group belonging may shape the relationship between trust and uncertainty.
{"title":"The relationship between uncertainty and trust in genomic medicine and research: A literature review and thematic analysis.","authors":"Fabian Cannizzo, Lyndsay Newett, Rebekah McWhirter, Ainsley J Newson, Vanessa Warren, Dianne Nicol","doi":"10.1038/s41431-026-02018-9","DOIUrl":"https://doi.org/10.1038/s41431-026-02018-9","url":null,"abstract":"<p><p>The concepts of uncertainty and trust in genomic research and clinical care have not been consistently defined across studies, leading to varied claims about the relationship between them. The role that social groups play in this relationship is also therefore unclear. A categorisation of themes of trust and uncertainty will help to clarify and compare research claims. A review was conducted of peer-reviewed literature that discussed both 'trust' and 'uncertainty' in genomics research and/or medicine from 1 January 2018 to 28 June 2024. Exclusion criteria removed studies that did not focus on human genomics, and did not mention 'trust' or 'uncertainty'. Discussions of 'trust', 'uncertainty' and 'social groups' were coded into distinct categories. The search returned 1070 unique abstracts from which 26 studies passed the exclusion criteria. Sixteen distinct uses of 'trust' and fifteen uses of 'uncertainty' were identified alongside sixteen social groups. Relationships between uncertainty and trust were often described as being mediated by a third variable. Irreducible forms of uncertainty reported in studies suggest a need to move towards assisting patients and data donors understand and feel comfortable with uncertainty and make use of 'productive uncertainties' to foster trust. More research is needed to understand how social group belonging may shape the relationship between trust and uncertainty.</p>","PeriodicalId":12016,"journal":{"name":"European Journal of Human Genetics","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146017832","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-19DOI: 10.1038/s41431-025-02011-8
Seda Sinem Zonuzi
{"title":"New year, new insights in genomic medicine","authors":"Seda Sinem Zonuzi","doi":"10.1038/s41431-025-02011-8","DOIUrl":"10.1038/s41431-025-02011-8","url":null,"abstract":"","PeriodicalId":12016,"journal":{"name":"European Journal of Human Genetics","volume":"34 1","pages":"1-2"},"PeriodicalIF":4.6,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.comhttps://www.nature.com/articles/s41431-025-02011-8.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145994052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-15DOI: 10.1038/s41431-025-02004-7
Anael López-Novo, Jorge Amigo, Andrés Dacal, David Remedios-Espino, Joaquín Cubiella, María Victoria Álvarez-Sánchez, María Jesús Ladra-González, Fernando Fernández-López, Ana Álvarez-Castro, Silvia Carlés, José Manuel Cameselle-Teijeiro, Miriam Cuatrecasas, Francesc Balaguer, Sergi Castellví-Bel, Ceres Fernández-Rozadilla, Ángel Carracedo, Clara Ruiz-Ponte
Colorectal cancer (CRC) is increasingly diagnosed in individuals under 50 years of age, yet the underlying genetic predisposition remains largely unexplained, particularly in mismatch repair (MMR)-proficient cases. This study aimed to identify novel hereditary CRC susceptibility genes by integrating germline and tumour whole-exome sequencing (WES) with transcriptomic profiling across a cohort of early-onset CRC (EOCRC) patients. Tumours were categorised using Consensus Molecular Subtypes (CMS) classification and analysed for mutational signature and burden. We used a novel 'All vs One' multi-omic integration approach to identify loss-of-function rare germline variants with concordant gene expression alterations in tumour tissue. Five candidate genes (ADCY4, NOXO1, CDHR2, ARHGAP10, EEF2K) were prioritised based on this approach and potential biological relevance in CRC. These findings highlight the molecular heterogeneity of EOCRC and demonstrate the utility of multi-omic approaches in refining germline variant interpretation. Integrating tumour transcriptomics enhances gene discovery efforts and supports a more comprehensive understanding of CRC heritability in younger individuals.
结直肠癌(CRC)越来越多地在50岁以下的个体中被诊断出来,然而潜在的遗传易感性在很大程度上仍然无法解释,特别是在错配修复(MMR)熟练的病例中。本研究旨在通过整合种系和肿瘤全外显子组测序(WES)与转录组分析在早发性CRC (EOCRC)患者队列中鉴定新的遗传性CRC易感基因。使用共识分子亚型(CMS)分类对肿瘤进行分类,并分析突变特征和负担。我们使用了一种新颖的“All vs One”多组学整合方法来鉴定肿瘤组织中具有一致基因表达改变的功能丧失罕见种系变异。基于这种方法和CRC的潜在生物学相关性,五个候选基因(ADCY4, NOXO1, CDHR2, ARHGAP10, EEF2K)被优先考虑。这些发现突出了EOCRC的分子异质性,并证明了多组学方法在完善种系变异解释方面的实用性。整合肿瘤转录组学增强了基因发现的努力,并支持更全面地了解年轻个体的CRC遗传性。
{"title":"Integration of multi-omics data uncovers novel germline susceptibility candidates in early-onset colorectal cancer.","authors":"Anael López-Novo, Jorge Amigo, Andrés Dacal, David Remedios-Espino, Joaquín Cubiella, María Victoria Álvarez-Sánchez, María Jesús Ladra-González, Fernando Fernández-López, Ana Álvarez-Castro, Silvia Carlés, José Manuel Cameselle-Teijeiro, Miriam Cuatrecasas, Francesc Balaguer, Sergi Castellví-Bel, Ceres Fernández-Rozadilla, Ángel Carracedo, Clara Ruiz-Ponte","doi":"10.1038/s41431-025-02004-7","DOIUrl":"https://doi.org/10.1038/s41431-025-02004-7","url":null,"abstract":"<p><p>Colorectal cancer (CRC) is increasingly diagnosed in individuals under 50 years of age, yet the underlying genetic predisposition remains largely unexplained, particularly in mismatch repair (MMR)-proficient cases. This study aimed to identify novel hereditary CRC susceptibility genes by integrating germline and tumour whole-exome sequencing (WES) with transcriptomic profiling across a cohort of early-onset CRC (EOCRC) patients. Tumours were categorised using Consensus Molecular Subtypes (CMS) classification and analysed for mutational signature and burden. We used a novel 'All vs One' multi-omic integration approach to identify loss-of-function rare germline variants with concordant gene expression alterations in tumour tissue. Five candidate genes (ADCY4, NOXO1, CDHR2, ARHGAP10, EEF2K) were prioritised based on this approach and potential biological relevance in CRC. These findings highlight the molecular heterogeneity of EOCRC and demonstrate the utility of multi-omic approaches in refining germline variant interpretation. Integrating tumour transcriptomics enhances gene discovery efforts and supports a more comprehensive understanding of CRC heritability in younger individuals.</p>","PeriodicalId":12016,"journal":{"name":"European Journal of Human Genetics","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145984737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-14DOI: 10.1038/s41431-025-02005-6
Fernanda de Azevedo Correa, Imen Habibi, Jing Zhai, Michela Adamo, Yi Wang, Alexia Boizot, Yassine Zouaghi, Anita Rauch, Sandra Pekic, Richard Quinton, Marco Bonomi, Biagio Cangiano, Waljit S Dhillo, Christa E Fluck, Attila Nemeth, Pierre-Marc Bouloux, Jean-Marc Ferrara, Duarte Pignatelli, Zita Halász, Cecilia Perdices-Lopez, Andrea Messina, Nicolas J Niederländer, Federico Santoni, James S Acierno, Nelly Pitteloud
Congenital hypogonadotropic hypogonadism (CHH) is a rare and genetically heterogeneous disorder characterized by absent or incomplete puberty due to impaired gonadotropin-releasing hormone (GnRH) function. A subset of individuals with CHH also present with developmental anomalies, including midline defects such as cleft lip and/or palate (CLP). This study investigates the genetic overlap between CHH and CLP. A total of 336 individuals diagnosed with CHH were clinically assessed for associated phenotypes, including CLP. High-throughput sequencing was performed using a targeted gene panel encompassing known CHH- and CLP-related genes. Variants were analyzed and classified according to the American College of Medical Genetics and Genomics (ACMG) criteria for pathogenicity. CLP was present in 21 patients with CHH (6%). Pathogenic or likely pathogenic variants in genes associated with both CHH and CLP-such as FGFR1 and CHD7-were identified in eight individuals. Furthermore, 17% of the patients with CHH without CLP harbored deleterious variants in genes implicated in clefting, including DVL3, PLCB4, NIPBL, and EDNRA. Evidence of digenic inheritance involving both CHH- and CLP-related genes was observed in multiple cases. FGFR1 variants were the most frequently detected and were commonly associated with anosmia and additional developmental anomalies. These findings highlight a genetic and phenotypic continuum between CHH and CLP, underscoring the involvement of shared developmental pathways. The high prevalence of FGFR1 variants in patients with CHH and CLP supports its role as a pleiotropic gene. Understanding the overlapping genetic mechanisms may enhance diagnostic precision and inform personalized management strategies for affected individuals.
{"title":"Pleiotropic genes linking congenital hypogonadotropic hypogonadism and cleft lip/palate: evidence from a genomic CHH cohort study.","authors":"Fernanda de Azevedo Correa, Imen Habibi, Jing Zhai, Michela Adamo, Yi Wang, Alexia Boizot, Yassine Zouaghi, Anita Rauch, Sandra Pekic, Richard Quinton, Marco Bonomi, Biagio Cangiano, Waljit S Dhillo, Christa E Fluck, Attila Nemeth, Pierre-Marc Bouloux, Jean-Marc Ferrara, Duarte Pignatelli, Zita Halász, Cecilia Perdices-Lopez, Andrea Messina, Nicolas J Niederländer, Federico Santoni, James S Acierno, Nelly Pitteloud","doi":"10.1038/s41431-025-02005-6","DOIUrl":"https://doi.org/10.1038/s41431-025-02005-6","url":null,"abstract":"<p><p>Congenital hypogonadotropic hypogonadism (CHH) is a rare and genetically heterogeneous disorder characterized by absent or incomplete puberty due to impaired gonadotropin-releasing hormone (GnRH) function. A subset of individuals with CHH also present with developmental anomalies, including midline defects such as cleft lip and/or palate (CLP). This study investigates the genetic overlap between CHH and CLP. A total of 336 individuals diagnosed with CHH were clinically assessed for associated phenotypes, including CLP. High-throughput sequencing was performed using a targeted gene panel encompassing known CHH- and CLP-related genes. Variants were analyzed and classified according to the American College of Medical Genetics and Genomics (ACMG) criteria for pathogenicity. CLP was present in 21 patients with CHH (6%). Pathogenic or likely pathogenic variants in genes associated with both CHH and CLP-such as FGFR1 and CHD7-were identified in eight individuals. Furthermore, 17% of the patients with CHH without CLP harbored deleterious variants in genes implicated in clefting, including DVL3, PLCB4, NIPBL, and EDNRA. Evidence of digenic inheritance involving both CHH- and CLP-related genes was observed in multiple cases. FGFR1 variants were the most frequently detected and were commonly associated with anosmia and additional developmental anomalies. These findings highlight a genetic and phenotypic continuum between CHH and CLP, underscoring the involvement of shared developmental pathways. The high prevalence of FGFR1 variants in patients with CHH and CLP supports its role as a pleiotropic gene. Understanding the overlapping genetic mechanisms may enhance diagnostic precision and inform personalized management strategies for affected individuals.</p>","PeriodicalId":12016,"journal":{"name":"European Journal of Human Genetics","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145970392","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-14DOI: 10.1038/s41431-025-02000-x
Valentina Salsi, Francesca Losi, Sara Pini, Matteo Chiara, Rossella Tupler
Facioscapulohumeral muscular dystrophy (FSHD) is genetically associated with reduction of the D4Z4 macrosatellite array at 4q35 on a permissive 4qA haplotype, a configuration that enables the stable expression of the DUX4 transcription factor. Current diagnostic and mechanistic models, however, rely heavily on the incomplete GRCh38/hg38 reference and assume that D4Z4 repeats are predominantly confined to 4q35 and 10q26 loci. Here we present a systematic re-analysis of the configuration of D4Z4-like repeats in the human genome using the Telomere-to-Telomere human genome assembly (T2T-CHM13 v2.0/hs1) and complementary experimental validation. Using the terminal 4q35 repeat as a query, we annotated the full repertoire of D4Z4-like loci across the genome and characterized their structural completeness, flanking sequences, and coding potential. This survey uncovered clusters and isolated monomers on at least ten additional chromosomes, several of which harbor intact DUX4 open reading frames or polyadenylation signals. In silico PCR and assays on monochromosomal hybrid cell lines demonstrate that primer sets widely employed for DUX4 or DBE-T detection amplify multiple loci beyond 4q/10q. Together, these findings demonstrate that many signals historically attributed to the pathogenic 4q locus may in fact arise from paralogous arrays. Our study establishes the necessity of locus-resolved, repeat-aware approaches, combining long-read sequencing, methylation-aware profiling, and isoform-resolved transcriptomics, for accurate diagnostics and to define the molecular basis of FSHD.
{"title":"Rethinking genomics of facioscapulohumeral muscular dystrophy in the telomere-to-telomere era: pitfalls in the hidden landscape of D4Z4 repeats.","authors":"Valentina Salsi, Francesca Losi, Sara Pini, Matteo Chiara, Rossella Tupler","doi":"10.1038/s41431-025-02000-x","DOIUrl":"https://doi.org/10.1038/s41431-025-02000-x","url":null,"abstract":"<p><p>Facioscapulohumeral muscular dystrophy (FSHD) is genetically associated with reduction of the D4Z4 macrosatellite array at 4q35 on a permissive 4qA haplotype, a configuration that enables the stable expression of the DUX4 transcription factor. Current diagnostic and mechanistic models, however, rely heavily on the incomplete GRCh38/hg38 reference and assume that D4Z4 repeats are predominantly confined to 4q35 and 10q26 loci. Here we present a systematic re-analysis of the configuration of D4Z4-like repeats in the human genome using the Telomere-to-Telomere human genome assembly (T2T-CHM13 v2.0/hs1) and complementary experimental validation. Using the terminal 4q35 repeat as a query, we annotated the full repertoire of D4Z4-like loci across the genome and characterized their structural completeness, flanking sequences, and coding potential. This survey uncovered clusters and isolated monomers on at least ten additional chromosomes, several of which harbor intact DUX4 open reading frames or polyadenylation signals. In silico PCR and assays on monochromosomal hybrid cell lines demonstrate that primer sets widely employed for DUX4 or DBE-T detection amplify multiple loci beyond 4q/10q. Together, these findings demonstrate that many signals historically attributed to the pathogenic 4q locus may in fact arise from paralogous arrays. Our study establishes the necessity of locus-resolved, repeat-aware approaches, combining long-read sequencing, methylation-aware profiling, and isoform-resolved transcriptomics, for accurate diagnostics and to define the molecular basis of FSHD.</p>","PeriodicalId":12016,"journal":{"name":"European Journal of Human Genetics","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145970461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}