Maryam Marzban, Santiago Diaz-Torres, Jackson Thorp, Jue Sheng Ong, Anthony P Khawaja, Christopher J Hammond, Pirro G Hysi, Louis R Pasquale, Peter Kraft, Jae H Kang, Alex W Hewitt, David A Mackey, Jamie E Craig, Janey L Wiggs, Stuart MacGregor, Puya Gharahkhani
To explore the genetic underpinnings of glaucoma endophenotypes influenced by mechanisms other than intraocular pressure (IOP), this study employs genomic structural equation modelling (GenomicSEM) and utilises summary statistics from Genome-Wide Association Studies (GWAS) to examine endophenotypes associated with non-IOP mechanisms. We investigated the genetic relationships among primary open-angle glaucoma (POAG) and key endophenotypes: IOP, normal tension glaucoma (NTG), vertical cup disc ratio (VCDR), total macular thickness, ganglion cell-inner plexiform layer (GCIPL), and retinal nerve fiber layer (RNFL), through exploratory factorial analysis (EFA) and confirmatory factorial analyses (CFA). GWAS-by-subtraction approach was employed to explore the genetic architecture of non-IOP components. Post-GWAS analyses implemented in Functional Mapping and Annotation (FUMA) and Multi-marker Analysis of Genomic Annotation (MAGMA) were conducted to identify non-IOP genes and pathways. The EFA revealed that 60% of the cumulative variance was explained by two latent factors (F1, F2). F1 included VCDR, POAG, NTG, and IOP, while F2 comprised RNFL, GCIPL, macular thickness, and VCDR. Significant associations between F2 and macular thickness and RNFL persisted after subtracting IOP. MAGMA analysis identified IOP-independent pathways for macular thickness and VCDR, primarily involving nerve and vascular pathways. Despite lower IOP levels in NTG patients, GWAS-by-subtraction revealed both significant IOP and non-IOP components for NTG. This research highlights the significance of non-IOP mechanisms in the development of glaucoma. Targeting these mechanisms could pave the way for developing novel treatments that extend beyond conventional IOP-based therapies. Further research is needed to explore non-IOP pathways in NTG and validate these findings across diverse populations.
{"title":"Genomic structural equation Modeling analysis of glaucoma Endophenotypes: investigating genetic architecture and non-intraocular pressure mechanisms.","authors":"Maryam Marzban, Santiago Diaz-Torres, Jackson Thorp, Jue Sheng Ong, Anthony P Khawaja, Christopher J Hammond, Pirro G Hysi, Louis R Pasquale, Peter Kraft, Jae H Kang, Alex W Hewitt, David A Mackey, Jamie E Craig, Janey L Wiggs, Stuart MacGregor, Puya Gharahkhani","doi":"10.1093/hmg/ddae191","DOIUrl":"10.1093/hmg/ddae191","url":null,"abstract":"<p><p>To explore the genetic underpinnings of glaucoma endophenotypes influenced by mechanisms other than intraocular pressure (IOP), this study employs genomic structural equation modelling (GenomicSEM) and utilises summary statistics from Genome-Wide Association Studies (GWAS) to examine endophenotypes associated with non-IOP mechanisms. We investigated the genetic relationships among primary open-angle glaucoma (POAG) and key endophenotypes: IOP, normal tension glaucoma (NTG), vertical cup disc ratio (VCDR), total macular thickness, ganglion cell-inner plexiform layer (GCIPL), and retinal nerve fiber layer (RNFL), through exploratory factorial analysis (EFA) and confirmatory factorial analyses (CFA). GWAS-by-subtraction approach was employed to explore the genetic architecture of non-IOP components. Post-GWAS analyses implemented in Functional Mapping and Annotation (FUMA) and Multi-marker Analysis of Genomic Annotation (MAGMA) were conducted to identify non-IOP genes and pathways. The EFA revealed that 60% of the cumulative variance was explained by two latent factors (F1, F2). F1 included VCDR, POAG, NTG, and IOP, while F2 comprised RNFL, GCIPL, macular thickness, and VCDR. Significant associations between F2 and macular thickness and RNFL persisted after subtracting IOP. MAGMA analysis identified IOP-independent pathways for macular thickness and VCDR, primarily involving nerve and vascular pathways. Despite lower IOP levels in NTG patients, GWAS-by-subtraction revealed both significant IOP and non-IOP components for NTG. This research highlights the significance of non-IOP mechanisms in the development of glaucoma. Targeting these mechanisms could pave the way for developing novel treatments that extend beyond conventional IOP-based therapies. Further research is needed to explore non-IOP pathways in NTG and validate these findings across diverse populations.</p>","PeriodicalId":13070,"journal":{"name":"Human molecular genetics","volume":" ","pages":"1902-1911"},"PeriodicalIF":3.2,"publicationDate":"2025-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12581822/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145250827","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}
Background: Hereditary breast cancer, primarily linked to pathogenic BRCA1 and BRCA2 mutations, accounts for 5%-10% of all breast cancer cases in the United States. Despite national guidelines recommending genetic testing for individuals at elevated hereditary risk, uptake remains disproportionately low among African American and Hispanic/Latina women. Despite elevated risk in Black women data on genetic testing uptake in St. Louis is absent.
Objective: This systematic review aimed to address three research questions: (1) Are there racial and ethnic disparities in the utilization of BRCA genetic testing in Saint Louis? (2) What individual, provider, and systemic factors influence testing uptake among diverse populations? (3) What policy-level interventions are feasible and effective to improve BRCA testing rates in the city?
Methods: A systematic search of MEDLINE, EMBASE, APA PsycInfo, CINAHL Plus, Scopus, and Web of Science yielded 264 unique records. Twenty-five peer-reviewed studies published between 1996 and 2024 were included after applying inclusion criteria and quality appraisal. The studies span quantitative, qualitative, and mixed methods research on high-risk populations.
Results: BRCA awareness among African American women was significantly lower (12%-32%) than among White women (65%-75%). Fear of results (54%), mistrust, and concern over genetic discrimination (60%) were major barriers. Referral disparities were also stark-African American women were 50% less likely to receive provider referrals. Only 5% of genetic counselors identified as Black or Hispanic.
Conclusions: No studies specifically examined BRCA testing disparities in Saint Louis. Findings from similar Midwestern cities suggest urgent need for locally informed, equity-focused interventions.
背景:遗传性乳腺癌主要与致病性BRCA1和BRCA2突变有关,占美国所有乳腺癌病例的5%-10%。尽管国家指南建议对遗传风险较高的个体进行基因检测,但非裔美国人和西班牙裔/拉丁裔妇女的接受率仍然低得不成比例。尽管黑人妇女的患病风险较高,但圣路易斯没有关于基因检测的数据。目的:本系统综述旨在解决三个研究问题:(1)在圣路易斯BRCA基因检测的使用中是否存在种族和民族差异?(2)哪些个体、提供者和系统因素影响不同人群对检测的接受?(3)哪些政策层面的干预措施是可行和有效的,可以提高城市BRCA检测率?方法:系统检索MEDLINE、EMBASE、APA PsycInfo、CINAHL Plus、Scopus和Web of Science,得到264条独特记录。在应用纳入标准和质量评估后,纳入了1996年至2024年间发表的25项同行评议研究。这些研究涵盖了对高危人群的定量、定性和混合方法研究。结果:非洲裔美国妇女对BRCA的认识明显低于白人妇女(65%-75%)(12%-32%)。对结果的恐惧(54%)、不信任和对基因歧视的担忧(60%)是主要障碍。转诊差异也很明显——非裔美国妇女接受医生转诊的可能性要低50%。只有5%的遗传咨询师是黑人或西班牙裔。结论:没有研究专门检查了圣路易斯的BRCA检测差异。来自中西部类似城市的调查结果表明,迫切需要了解当地情况,以公平为重点的干预措施。
{"title":"Breast cancer genetic testing uptake in the Midwest, USA: a systematic review of barriers and facilitators among minority populations.","authors":"Nandu Meshram, Bobie Williams, Abigail Andresen, Dominic Mosha, Melissa Vetter","doi":"10.1093/hmg/ddaf139","DOIUrl":"10.1093/hmg/ddaf139","url":null,"abstract":"<p><strong>Background: </strong>Hereditary breast cancer, primarily linked to pathogenic BRCA1 and BRCA2 mutations, accounts for 5%-10% of all breast cancer cases in the United States. Despite national guidelines recommending genetic testing for individuals at elevated hereditary risk, uptake remains disproportionately low among African American and Hispanic/Latina women. Despite elevated risk in Black women data on genetic testing uptake in St. Louis is absent.</p><p><strong>Objective: </strong>This systematic review aimed to address three research questions: (1) Are there racial and ethnic disparities in the utilization of BRCA genetic testing in Saint Louis? (2) What individual, provider, and systemic factors influence testing uptake among diverse populations? (3) What policy-level interventions are feasible and effective to improve BRCA testing rates in the city?</p><p><strong>Methods: </strong>A systematic search of MEDLINE, EMBASE, APA PsycInfo, CINAHL Plus, Scopus, and Web of Science yielded 264 unique records. Twenty-five peer-reviewed studies published between 1996 and 2024 were included after applying inclusion criteria and quality appraisal. The studies span quantitative, qualitative, and mixed methods research on high-risk populations.</p><p><strong>Results: </strong>BRCA awareness among African American women was significantly lower (12%-32%) than among White women (65%-75%). Fear of results (54%), mistrust, and concern over genetic discrimination (60%) were major barriers. Referral disparities were also stark-African American women were 50% less likely to receive provider referrals. Only 5% of genetic counselors identified as Black or Hispanic.</p><p><strong>Conclusions: </strong>No studies specifically examined BRCA testing disparities in Saint Louis. Findings from similar Midwestern cities suggest urgent need for locally informed, equity-focused interventions.</p>","PeriodicalId":13070,"journal":{"name":"Human molecular genetics","volume":" ","pages":"1845-1855"},"PeriodicalIF":3.2,"publicationDate":"2025-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145136866","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}
Syndromic forms of craniosynostosis occur as a result of dysregulation of various molecular signaling cascades. In humans, a specific gain-of-function mutation (W566R) in PDGFRB causes a distinctive overgrowth syndrome (OMIM # 616592). Affected individuals exhibit distinctive facial features and craniosynostosis. Using CRISPR/Cas9 gene editing, we generated a mouse model carrying the same pathogenic variant of PDGFRB. The Pdgfrb+/W565R mice exhibited craniosynostosis with skull-base malformation: thus, we successfully recapitulated the human disease phenotype. In humans, haploinsufficiency of RUNX2, a critical transcription factor in osteogenesis, results in defects of the skull and clavicles due to insufficient membranous ossification. Such phenotypes have been well reproduced in Runx2+/- mice. To delineate the molecular mechanisms underlying the development of Pdgfrb-related craniosynostosis, we crossed the Pdgfrb+/W565R mice with Runx2+/- mice. It is noteworthy that the double- mutant mice, i.e. Pdgfrb+/W565R Runx2+/- mice, exhibited near complete restoration of the cranial sutures and skull base. The present observation provides in vivo evidence that overactivation of Pdgfrb signaling leads to craniosynostosis through the effect of Runx2. The phenotypic reversal of the cranial structures suggests that modification of the Pdgfrb-Runx2 signaling cascade might offer a novel therapeutic opportunity for craniosynostosis.
{"title":"Haploinsufficiency of Runx2 restores the cranial sutures in a mouse model of Pdgfrb-related craniosynostosis.","authors":"Eri Ogawa, Tomona Oikawa, Shinya Ayabe, Tomoru Miwa, Seiya Mizuno, Taiki Nozaki, Kenjiro Kosaki, Atsushi Yoshiki, Masaru Tamura, Toshiki Takenouchi","doi":"10.1093/hmg/ddaf148","DOIUrl":"10.1093/hmg/ddaf148","url":null,"abstract":"<p><p>Syndromic forms of craniosynostosis occur as a result of dysregulation of various molecular signaling cascades. In humans, a specific gain-of-function mutation (W566R) in PDGFRB causes a distinctive overgrowth syndrome (OMIM # 616592). Affected individuals exhibit distinctive facial features and craniosynostosis. Using CRISPR/Cas9 gene editing, we generated a mouse model carrying the same pathogenic variant of PDGFRB. The Pdgfrb+/W565R mice exhibited craniosynostosis with skull-base malformation: thus, we successfully recapitulated the human disease phenotype. In humans, haploinsufficiency of RUNX2, a critical transcription factor in osteogenesis, results in defects of the skull and clavicles due to insufficient membranous ossification. Such phenotypes have been well reproduced in Runx2+/- mice. To delineate the molecular mechanisms underlying the development of Pdgfrb-related craniosynostosis, we crossed the Pdgfrb+/W565R mice with Runx2+/- mice. It is noteworthy that the double- mutant mice, i.e. Pdgfrb+/W565R Runx2+/- mice, exhibited near complete restoration of the cranial sutures and skull base. The present observation provides in vivo evidence that overactivation of Pdgfrb signaling leads to craniosynostosis through the effect of Runx2. The phenotypic reversal of the cranial structures suggests that modification of the Pdgfrb-Runx2 signaling cascade might offer a novel therapeutic opportunity for craniosynostosis.</p>","PeriodicalId":13070,"journal":{"name":"Human molecular genetics","volume":" ","pages":"1856-1864"},"PeriodicalIF":3.2,"publicationDate":"2025-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145149001","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}
Mariela Lopez Valencia, Ricardo A Velázquez Aponte, Joseph A Baur, Thomas A Jongens, Amita Sehgal
Fragile X Syndrome is the most prevalent known genetic cause of intellectual disability (ID), affecting around 1 in 4 000 individuals, and is also highly associated with autism spectrum disorder (ASD). Humans with the disorder and animal models display sleep and metabolic abnormalities. Given growing evidence of links between sleep and metabolism, we sought to determine if metabolic abnormalities underlie sleep deficits in mice lacking the Fragile X messenger ribonucleoprotein 1 (FMR1) gene. We found that metformin, a drug that targets metabolic pathways and has been shown to alleviate other symptoms in FXS, did not rescue sleep in mutant mice. Instead, metformin enhanced activity of Fmr1 knockout (KO) mice. As a way of exaggerating possible metabolic phenotypes, we treated mice with a high fat diet (HFD) and found that although this disrupted the sleep pattern in controls, it did not impact the sleep phenotype in Fmr1 KOs. Increased sleep during the dark phase, caused by HFD in wild type animals, was alleviated by metformin treatment. Metformin also decreased weight gain of wild type animals on a HFD, but the effect was delayed in Fmr1 KO mice. Fmr1 KO mice with or without metformin treatment displayed hyperphagia on a HFD, yet did not show higher weight gain than wild type. And, surprisingly, their glucose tolerance was equivalent to that of wild type mice on metformin. We suggest that Fmr1 KO mice are better able to metabolize fat and so are relatively resistant to its negative effects on sleep and metabolism.
{"title":"Sleep in a mouse model of fragile X syndrome is resistant to metabolic manipulations.","authors":"Mariela Lopez Valencia, Ricardo A Velázquez Aponte, Joseph A Baur, Thomas A Jongens, Amita Sehgal","doi":"10.1093/hmg/ddaf149","DOIUrl":"10.1093/hmg/ddaf149","url":null,"abstract":"<p><p>Fragile X Syndrome is the most prevalent known genetic cause of intellectual disability (ID), affecting around 1 in 4 000 individuals, and is also highly associated with autism spectrum disorder (ASD). Humans with the disorder and animal models display sleep and metabolic abnormalities. Given growing evidence of links between sleep and metabolism, we sought to determine if metabolic abnormalities underlie sleep deficits in mice lacking the Fragile X messenger ribonucleoprotein 1 (FMR1) gene. We found that metformin, a drug that targets metabolic pathways and has been shown to alleviate other symptoms in FXS, did not rescue sleep in mutant mice. Instead, metformin enhanced activity of Fmr1 knockout (KO) mice. As a way of exaggerating possible metabolic phenotypes, we treated mice with a high fat diet (HFD) and found that although this disrupted the sleep pattern in controls, it did not impact the sleep phenotype in Fmr1 KOs. Increased sleep during the dark phase, caused by HFD in wild type animals, was alleviated by metformin treatment. Metformin also decreased weight gain of wild type animals on a HFD, but the effect was delayed in Fmr1 KO mice. Fmr1 KO mice with or without metformin treatment displayed hyperphagia on a HFD, yet did not show higher weight gain than wild type. And, surprisingly, their glucose tolerance was equivalent to that of wild type mice on metformin. We suggest that Fmr1 KO mice are better able to metabolize fat and so are relatively resistant to its negative effects on sleep and metabolism.</p>","PeriodicalId":13070,"journal":{"name":"Human molecular genetics","volume":" ","pages":"1874-1883"},"PeriodicalIF":3.2,"publicationDate":"2025-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12581825/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145212521","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}
Asma A Elashi, Aleem Razzaq, Najeha Anwardeen, Khaled Naja, Mashael Alshafai, Ilhame Diboun, Omar Albagha, Mohamed A Elrayess
N-lactoyl-amino acids (Lac-AA) are emerging as important metabolites with diverse physiological roles. This study integrates metabolomics and genomics to investigate the genetic determinants and clinical relevance of three Lac-AA: N-Lactoyl phenylalanine (Lac-Phe), N-Lactoyl tyrosine (Lac-Tyr), and N-Lactoyl valine (Lac-Tyr). We conducted a metabolome-wide association study (mGWAS) on 2811 participants followed by a phenome-wide association study (PheWAS) and pathway enrichment analysis. Our mGWAS revealed modest genetic contributions to Lac-AA levels, with genome-wide significant loci identified for Lac-Tyr and Lac-Val, but not for Lac-Phe. PheWAS analysis linked these genetic variants to key clinical traits, including white blood cell count, platelet count, and glucose levels. Pathway enrichment highlighted the involvement of Lac-AA in immune-metabolic crosstalk, particularly in inflammation and energy metabolism. These findings suggest that Lac-AA levels are primarily influenced by dynamic metabolic or inflammatory states rather than fixed genetic factors. Our results underscore the potential of Lac-AA as metabolic sensors and biomarkers at the intersection of cellular energy states and systemic inflammation, opening new avenues for research in metabolic and inflammatory disorders.
n -乳基氨基酸(Lac-AA)作为重要的代谢产物,具有多种生理作用。本研究结合代谢组学和基因组学研究了三种Lac-AA: n -乳酸基苯丙氨酸(Lac-Phe)、n -乳酸基酪氨酸(Lac-Tyr)和n -乳酸基缬氨酸(Lac-Tyr)的遗传决定因素和临床相关性。我们对2811名参与者进行了代谢组全关联研究(mGWAS),随后进行了全表型关联研究(PheWAS)和途径富集分析。我们的mGWAS发现遗传对Lac-AA水平的影响不大,在全基因组范围内发现了Lac-Tyr和Lac-Val的显著位点,但没有发现Lac-Phe的显著位点。PheWAS分析将这些基因变异与关键的临床特征联系起来,包括白细胞计数、血小板计数和血糖水平。途径富集强调了Lac-AA参与免疫代谢串扰,特别是炎症和能量代谢。这些发现表明Lac-AA水平主要受动态代谢或炎症状态的影响,而不是固定的遗传因素。我们的研究结果强调了Lac-AA作为细胞能量状态和全身性炎症交叉点的代谢传感器和生物标志物的潜力,为代谢和炎症疾病的研究开辟了新的途径。
{"title":"N-Lactoyl amino acids: insights from metabolite genome-wide association studies and phenome-wide association analysis.","authors":"Asma A Elashi, Aleem Razzaq, Najeha Anwardeen, Khaled Naja, Mashael Alshafai, Ilhame Diboun, Omar Albagha, Mohamed A Elrayess","doi":"10.1093/hmg/ddaf152","DOIUrl":"10.1093/hmg/ddaf152","url":null,"abstract":"<p><p>N-lactoyl-amino acids (Lac-AA) are emerging as important metabolites with diverse physiological roles. This study integrates metabolomics and genomics to investigate the genetic determinants and clinical relevance of three Lac-AA: N-Lactoyl phenylalanine (Lac-Phe), N-Lactoyl tyrosine (Lac-Tyr), and N-Lactoyl valine (Lac-Tyr). We conducted a metabolome-wide association study (mGWAS) on 2811 participants followed by a phenome-wide association study (PheWAS) and pathway enrichment analysis. Our mGWAS revealed modest genetic contributions to Lac-AA levels, with genome-wide significant loci identified for Lac-Tyr and Lac-Val, but not for Lac-Phe. PheWAS analysis linked these genetic variants to key clinical traits, including white blood cell count, platelet count, and glucose levels. Pathway enrichment highlighted the involvement of Lac-AA in immune-metabolic crosstalk, particularly in inflammation and energy metabolism. These findings suggest that Lac-AA levels are primarily influenced by dynamic metabolic or inflammatory states rather than fixed genetic factors. Our results underscore the potential of Lac-AA as metabolic sensors and biomarkers at the intersection of cellular energy states and systemic inflammation, opening new avenues for research in metabolic and inflammatory disorders.</p>","PeriodicalId":13070,"journal":{"name":"Human molecular genetics","volume":" ","pages":"1865-1873"},"PeriodicalIF":3.2,"publicationDate":"2025-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12581823/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145185771","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}
Elsa C Kuijper, Linda van der Graaf, Barry A Pepers, Mariana Guimarães Ramos, Sylvia Korhorn, Lodewijk J A Toonen, Davy Cats, Ronald A M Buijsen, Eleni Mina, Hailiang Mei, Willeke M C van Roon-Mom
Antisense oligonucleotides (AONs) are small pieces of chemically modified DNA or RNA that bind to RNA in a sequence-specific manner based on Watson-Crick base-pairing. Splice-switching AONs are designed to modulate pre-mRNA splicing, thereby for instance restoring protein expression or modifying the eventual protein to restore its function or reduce its toxicity. Given the current lack of in silico methods that adequately predict off-target splicing events, assessment of off-target effects of AONs in human cells using RNAseq could be a promising approach. The identification and prioritization of potential off-target effects for validation and further investigation into the biological relevance would contribute to the development of safe and effective AONs. In this study, we used three different splice-switching AONs targeting three different human transcripts to study their transcriptome-wide, hybridization-dependent off-target effects with short read RNAseq. Using the computational tools rMATS and Whippet, we identified differential splicing events of which only a minority could be explained by hybridization, illustrating the difficulty of predicting off-target effects based on sequence homology. The main splicing events could all be validated with RT-PCR. Furthermore, from the three AONs studied, one AON induced considerably more changes in gene expression and splicing compared to the two other AONs assessed, which was confirmed in a validation experiment. Our study demonstrates that interpretation of short read RNAseq data to determine off-target effects is challenging. Nonetheless, valuable results can be obtained as it allows the comparison of toxicity between different AONs within an experiment and identification of AON-specific off-target profiles.
{"title":"Determining off-target effects of splice-switching antisense oligonucleotides using short read RNAseq in neuronally differentiated human induced pluripotent stem cells.","authors":"Elsa C Kuijper, Linda van der Graaf, Barry A Pepers, Mariana Guimarães Ramos, Sylvia Korhorn, Lodewijk J A Toonen, Davy Cats, Ronald A M Buijsen, Eleni Mina, Hailiang Mei, Willeke M C van Roon-Mom","doi":"10.1093/hmg/ddaf153","DOIUrl":"10.1093/hmg/ddaf153","url":null,"abstract":"<p><p>Antisense oligonucleotides (AONs) are small pieces of chemically modified DNA or RNA that bind to RNA in a sequence-specific manner based on Watson-Crick base-pairing. Splice-switching AONs are designed to modulate pre-mRNA splicing, thereby for instance restoring protein expression or modifying the eventual protein to restore its function or reduce its toxicity. Given the current lack of in silico methods that adequately predict off-target splicing events, assessment of off-target effects of AONs in human cells using RNAseq could be a promising approach. The identification and prioritization of potential off-target effects for validation and further investigation into the biological relevance would contribute to the development of safe and effective AONs. In this study, we used three different splice-switching AONs targeting three different human transcripts to study their transcriptome-wide, hybridization-dependent off-target effects with short read RNAseq. Using the computational tools rMATS and Whippet, we identified differential splicing events of which only a minority could be explained by hybridization, illustrating the difficulty of predicting off-target effects based on sequence homology. The main splicing events could all be validated with RT-PCR. Furthermore, from the three AONs studied, one AON induced considerably more changes in gene expression and splicing compared to the two other AONs assessed, which was confirmed in a validation experiment. Our study demonstrates that interpretation of short read RNAseq data to determine off-target effects is challenging. Nonetheless, valuable results can be obtained as it allows the comparison of toxicity between different AONs within an experiment and identification of AON-specific off-target profiles.</p>","PeriodicalId":13070,"journal":{"name":"Human molecular genetics","volume":" ","pages":"1912-1925"},"PeriodicalIF":3.2,"publicationDate":"2025-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12581821/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145258180","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}
Stephen Henry Holland, Ricardo Carmona-Martinez, Daniel O'Neil, Kelly Ho, Kaela O'Connor, Yoshiteru Azuma, Andreas Roos, Sally Spendiff, Hanns Lochmüller
Congenital myasthenic syndromes (CMS) arise from mutations to proteins involved in neuromuscular junction (NMJ) development, maintenance, and neurotransmission. To date, mutations in more than 35 genes have been linked to CMS development. Glutamine fructose-6-phosphate transaminase 1 (GFPT1/Gfpt1) serves as the rate-limiting enzyme of the hexosamine biosynthetic pathway (HBP), producing the byproduct (UDP-GlcNAc) necessary for protein glycosylation. Gfpt1-deficient models have impaired protein glycosylation, impacting key proteins at the NMJ. The Leloir pathway is a galactose metabolizing pathway which produces UDP-GalNAc as its final product. The enzyme UDP-GalNAc Epimerase (GALE) can also convert excess UDP-GalNAc into UDP-GlcNAc, the byproduct of the HBP. We hypothesized that treatment with galactose both in vitro and in vivo in Gfpt1-deficient models would rescue impaired protein O-GlcNAcylation and reverse the glycosylation status of key NMJ-associated proteins. We show that galactose treatment in vitro activated the Leloir pathway and rescued protein O-GlcNAcylation in Gfpt1-deficient C2C12 myoblasts. In addition, we demonstrated that galactose therapy rescued neuromuscular deficits, improved muscle fatigue and restored NMJ morphology in a skeletal muscle-specific Gfpt1 knockout mouse model. Lastly, we showed that galactose treatment rescued protein O-GlcNAcylation in skeletal muscle, preserving the glycosylation status of the delta (δ) subunit of the acetylcholine receptor (AChRδ). Taken together, we suggest that galactose supplementation can be further explored as a therapy for GFPT1-CMS patients.
{"title":"Galactose treatment rescues neuromuscular junction transmission in glutamine-fructose-6-phosphate transaminase 1 (Gfpt1) deficient mice.","authors":"Stephen Henry Holland, Ricardo Carmona-Martinez, Daniel O'Neil, Kelly Ho, Kaela O'Connor, Yoshiteru Azuma, Andreas Roos, Sally Spendiff, Hanns Lochmüller","doi":"10.1093/hmg/ddaf140","DOIUrl":"10.1093/hmg/ddaf140","url":null,"abstract":"<p><p>Congenital myasthenic syndromes (CMS) arise from mutations to proteins involved in neuromuscular junction (NMJ) development, maintenance, and neurotransmission. To date, mutations in more than 35 genes have been linked to CMS development. Glutamine fructose-6-phosphate transaminase 1 (GFPT1/Gfpt1) serves as the rate-limiting enzyme of the hexosamine biosynthetic pathway (HBP), producing the byproduct (UDP-GlcNAc) necessary for protein glycosylation. Gfpt1-deficient models have impaired protein glycosylation, impacting key proteins at the NMJ. The Leloir pathway is a galactose metabolizing pathway which produces UDP-GalNAc as its final product. The enzyme UDP-GalNAc Epimerase (GALE) can also convert excess UDP-GalNAc into UDP-GlcNAc, the byproduct of the HBP. We hypothesized that treatment with galactose both in vitro and in vivo in Gfpt1-deficient models would rescue impaired protein O-GlcNAcylation and reverse the glycosylation status of key NMJ-associated proteins. We show that galactose treatment in vitro activated the Leloir pathway and rescued protein O-GlcNAcylation in Gfpt1-deficient C2C12 myoblasts. In addition, we demonstrated that galactose therapy rescued neuromuscular deficits, improved muscle fatigue and restored NMJ morphology in a skeletal muscle-specific Gfpt1 knockout mouse model. Lastly, we showed that galactose treatment rescued protein O-GlcNAcylation in skeletal muscle, preserving the glycosylation status of the delta (δ) subunit of the acetylcholine receptor (AChRδ). Taken together, we suggest that galactose supplementation can be further explored as a therapy for GFPT1-CMS patients.</p>","PeriodicalId":13070,"journal":{"name":"Human molecular genetics","volume":" ","pages":"1765-1779"},"PeriodicalIF":3.2,"publicationDate":"2025-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12529661/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144952183","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}
Nana Huang, Qianqian Ouyang, Yuxuan Gong, Jingjing Xiang, Qin Zhang, Changshui Chen, Yang Ding, Yu An
β-propeller protein-associated neurodegeneration (BPAN) is characterized by global developmental delay, intellectual disability, and epileptic encephalopathies in infancy or early childhood caused by WDR45/WIPI4 gene mutations. WDR45 depletion disrupted autophagy, leading to iron accumulation in the brain and contributing to neuronal apoptosis. The impact on neuron performance remains unknown. Our previous study established the iPSC cell line derived from a girl patient with a de novo variant c.344 + 5G > T in WDR45 (FDHPIi001). This study demonstrated that this intron 6 mutation impairs RNA splicing, resulting in a 28 bp insertion and nonsense-mediated mRNA decay (NMD) of truncated WDR45. Upon differentiating the iPSCs into dopaminergic neurons, we observed significantly shorter neuronal axons using high-intensity imaging analysis. Additionally, there was significant ferritin accumulation in the induced neurons but not in the iPSCs from the same patient. This research has elucidated the pathogenicity of a non-canonical splice site mutation in WDR45 and has provided deeper insights into the pathologies of neurodegenerative diseases caused by WDR45 defects.
{"title":"WDR45 deficiency shortens axon length in dopaminergic neurons from patient-derived iPSCs.","authors":"Nana Huang, Qianqian Ouyang, Yuxuan Gong, Jingjing Xiang, Qin Zhang, Changshui Chen, Yang Ding, Yu An","doi":"10.1093/hmg/ddaf135","DOIUrl":"10.1093/hmg/ddaf135","url":null,"abstract":"<p><p>β-propeller protein-associated neurodegeneration (BPAN) is characterized by global developmental delay, intellectual disability, and epileptic encephalopathies in infancy or early childhood caused by WDR45/WIPI4 gene mutations. WDR45 depletion disrupted autophagy, leading to iron accumulation in the brain and contributing to neuronal apoptosis. The impact on neuron performance remains unknown. Our previous study established the iPSC cell line derived from a girl patient with a de novo variant c.344 + 5G > T in WDR45 (FDHPIi001). This study demonstrated that this intron 6 mutation impairs RNA splicing, resulting in a 28 bp insertion and nonsense-mediated mRNA decay (NMD) of truncated WDR45. Upon differentiating the iPSCs into dopaminergic neurons, we observed significantly shorter neuronal axons using high-intensity imaging analysis. Additionally, there was significant ferritin accumulation in the induced neurons but not in the iPSCs from the same patient. This research has elucidated the pathogenicity of a non-canonical splice site mutation in WDR45 and has provided deeper insights into the pathologies of neurodegenerative diseases caused by WDR45 defects.</p>","PeriodicalId":13070,"journal":{"name":"Human molecular genetics","volume":" ","pages":"1836-1843"},"PeriodicalIF":3.2,"publicationDate":"2025-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145124562","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}
Pegah Masrori, Sandra O Tomé, Lieselot Dedeene, Gauthier Remiche, Hilde Van Esch, Dietmar Rudolf Thal, Philip Van Damme
Co-occurrence of double heterozygosity in TARDBP and C9ORF72 is exceedingly rare in amyotrophic lateral sclerosis. While TARDBP mutations and C9ORF72 hexanucleotide repeat expansions have each been independently implicated in disease pathogenesis, their combined effect on disease progression and neuropathology remains unclear. We present the first study documenting a patient harboring both a TARDBP mutation and a C9ORF72 expansion, with comprehensive postmortem data available, to elucidate any additive or synergistic effects on disease course and pathological burden. Detailed clinical assessments tracked the patient's progression, and neuropathological examination was performed postmortem. The presence and extent of TDP-43 pathology and other hallmark features were evaluated and compared to known patterns in carriers of isolated C9ORF72 mutations. The patient's clinical trajectory and pathological findings did not show evidence of a more aggressive disease course or heightened pathological burden attributable to the additional TARDBP mutation. Instead, the disease manifested in a manner consistent with other C9ORF72 carriers, suggesting that double heterozygosity do not necessarily exacerbate ALS pathology.
{"title":"Tracing neuropathological signatures: TARDBP and C9orf72 double mutations in a Sicilian family.","authors":"Pegah Masrori, Sandra O Tomé, Lieselot Dedeene, Gauthier Remiche, Hilde Van Esch, Dietmar Rudolf Thal, Philip Van Damme","doi":"10.1093/hmg/ddaf147","DOIUrl":"10.1093/hmg/ddaf147","url":null,"abstract":"<p><p>Co-occurrence of double heterozygosity in TARDBP and C9ORF72 is exceedingly rare in amyotrophic lateral sclerosis. While TARDBP mutations and C9ORF72 hexanucleotide repeat expansions have each been independently implicated in disease pathogenesis, their combined effect on disease progression and neuropathology remains unclear. We present the first study documenting a patient harboring both a TARDBP mutation and a C9ORF72 expansion, with comprehensive postmortem data available, to elucidate any additive or synergistic effects on disease course and pathological burden. Detailed clinical assessments tracked the patient's progression, and neuropathological examination was performed postmortem. The presence and extent of TDP-43 pathology and other hallmark features were evaluated and compared to known patterns in carriers of isolated C9ORF72 mutations. The patient's clinical trajectory and pathological findings did not show evidence of a more aggressive disease course or heightened pathological burden attributable to the additional TARDBP mutation. Instead, the disease manifested in a manner consistent with other C9ORF72 carriers, suggesting that double heterozygosity do not necessarily exacerbate ALS pathology.</p>","PeriodicalId":13070,"journal":{"name":"Human molecular genetics","volume":" ","pages":"1829-1835"},"PeriodicalIF":3.2,"publicationDate":"2025-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12529658/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145113079","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}
Donald Xhuti, Alessandra Chiarot, Mahek Minhas, Samantha Tobia, Nicoletta de Maat, Katherine Manta, Sean Y Ng, Mark A Tarnopolsky, Joshua P Nederveen
Leber's hereditary optic neuropathy (LHON) is characterized by painless and rapidly progressive central vision loss, caused by various mutations in mitochondrial DNA, leading to a high genetic and phenotypic heterogeneity. Currently, the only approved therapy is idebenone, a CoQ10 synthetic analogue, that improved visual acuity in some LHON patients; however, results are highly variable due its dependency on functional NAD(P)H oxidoreductase I (NQO1) protein levels, thus limiting broader applicability. Targeting the biochemical respiratory chain defect and mitigating reactive oxygen species emission using alternative treatments which act independent of NQO1 protein content, represent a promising therapeutic strategy for all LHON patients. Here, we first characterized mitochondrial biology of three distinct LHON mutations in patient-derived fibroblasts and evaluated the effects of a nutraceutical combination treatment in addressing these shared pathophysiological mechanisms. We identified a range of mitochondrial characteristics common among various LHON mutations, including higher ROS levels, altered autophagy programming, and reduced mitochondrial bioenergetics. Repeated antioxidant and creatine-based treatment (ACT) conferred a favorable stress-resistant phenotype in LHON cells, which was similar to, and in some cases superior to, the effects observed with idebenone treatment, irrespective of NQO1 protein expression. This phenotype was associated with enhanced mitochondrial biology, as evidenced by reduced reactive oxygen species levels, increased cellular respiration, and correction of autophagic flux. Overall, our findings reveal both common and divergent mitochondrial phenotypes among LHON-related mutations and highlight the potential of accessible multi-ingredient nutraceutical interventions that could benefit all LHON patients.
{"title":"Combination treatment with antioxidants and creatine alleviates common and variant-specific mitochondrial impairments in Leber's hereditary optic neuropathy patient-derived fibroblasts.","authors":"Donald Xhuti, Alessandra Chiarot, Mahek Minhas, Samantha Tobia, Nicoletta de Maat, Katherine Manta, Sean Y Ng, Mark A Tarnopolsky, Joshua P Nederveen","doi":"10.1093/hmg/ddaf125","DOIUrl":"10.1093/hmg/ddaf125","url":null,"abstract":"<p><p>Leber's hereditary optic neuropathy (LHON) is characterized by painless and rapidly progressive central vision loss, caused by various mutations in mitochondrial DNA, leading to a high genetic and phenotypic heterogeneity. Currently, the only approved therapy is idebenone, a CoQ10 synthetic analogue, that improved visual acuity in some LHON patients; however, results are highly variable due its dependency on functional NAD(P)H oxidoreductase I (NQO1) protein levels, thus limiting broader applicability. Targeting the biochemical respiratory chain defect and mitigating reactive oxygen species emission using alternative treatments which act independent of NQO1 protein content, represent a promising therapeutic strategy for all LHON patients. Here, we first characterized mitochondrial biology of three distinct LHON mutations in patient-derived fibroblasts and evaluated the effects of a nutraceutical combination treatment in addressing these shared pathophysiological mechanisms. We identified a range of mitochondrial characteristics common among various LHON mutations, including higher ROS levels, altered autophagy programming, and reduced mitochondrial bioenergetics. Repeated antioxidant and creatine-based treatment (ACT) conferred a favorable stress-resistant phenotype in LHON cells, which was similar to, and in some cases superior to, the effects observed with idebenone treatment, irrespective of NQO1 protein expression. This phenotype was associated with enhanced mitochondrial biology, as evidenced by reduced reactive oxygen species levels, increased cellular respiration, and correction of autophagic flux. Overall, our findings reveal both common and divergent mitochondrial phenotypes among LHON-related mutations and highlight the potential of accessible multi-ingredient nutraceutical interventions that could benefit all LHON patients.</p>","PeriodicalId":13070,"journal":{"name":"Human molecular genetics","volume":" ","pages":"1780-1795"},"PeriodicalIF":3.2,"publicationDate":"2025-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12529665/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144952234","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}