Pub Date : 2026-03-05Epub Date: 2026-02-12DOI: 10.1016/j.ajhg.2026.01.011
Douglas P Wightman, Bernardo A P C Maciel, Rachel M Brouwer, Martijn P van den Heuvel, Danielle Posthuma
Rare brain disorders often present with changes in brain volume, and variation in brain volume is known to be highly heritable. Recent work studying brain volume variation has largely focused on common variants and structural variants. Rare variants often have large effect sizes and clearer connections to biological mechanisms, but the role of rare variants has not been extensively studied. We performed rare-variant gene aggregation analysis for total brain volume and 43 regional brain volume phenotypes (n = 50,061) to identify genes associated with brain volume variation through loss-of-function and missense variants. We identified and replicated mutations in DISP1 and SCUBE2 that were associated with reduced cerebellar volume and suggest that this was mediated by modifying sonic hedgehog signaling. Additionally, we found an association between mutations in PTEN and macrocephaly that are likely mediated through the PI3K/mTOR pathway and hypothesize that mutations in FA2H influence cerebral white matter volume. Further, we identified 7 genes associated with volume variation in the population and rare brain diseases in ClinVar, supporting the role of mutations in these genes causing diseases and related subclinical phenotypes. Overall, we showed that rare-variant analysis can provide clarity on the biological processes connecting brain volume and disease.
{"title":"Rare-variant aggregation highlights disease-linked genes associated with brain volume variation.","authors":"Douglas P Wightman, Bernardo A P C Maciel, Rachel M Brouwer, Martijn P van den Heuvel, Danielle Posthuma","doi":"10.1016/j.ajhg.2026.01.011","DOIUrl":"10.1016/j.ajhg.2026.01.011","url":null,"abstract":"<p><p>Rare brain disorders often present with changes in brain volume, and variation in brain volume is known to be highly heritable. Recent work studying brain volume variation has largely focused on common variants and structural variants. Rare variants often have large effect sizes and clearer connections to biological mechanisms, but the role of rare variants has not been extensively studied. We performed rare-variant gene aggregation analysis for total brain volume and 43 regional brain volume phenotypes (n = 50,061) to identify genes associated with brain volume variation through loss-of-function and missense variants. We identified and replicated mutations in DISP1 and SCUBE2 that were associated with reduced cerebellar volume and suggest that this was mediated by modifying sonic hedgehog signaling. Additionally, we found an association between mutations in PTEN and macrocephaly that are likely mediated through the PI3K/mTOR pathway and hypothesize that mutations in FA2H influence cerebral white matter volume. Further, we identified 7 genes associated with volume variation in the population and rare brain diseases in ClinVar, supporting the role of mutations in these genes causing diseases and related subclinical phenotypes. Overall, we showed that rare-variant analysis can provide clarity on the biological processes connecting brain volume and disease.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":"517-528"},"PeriodicalIF":8.1,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146193986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-05Epub Date: 2026-02-19DOI: 10.1016/j.ajhg.2026.01.015
Siying Lin, Francesca Cancellieri, Yexuan Cao, Andrew J Lotery, Abigail R Moye, Veronika Vaclavik, Fabienne Perren, Andrzej B Poplawski, Elena R Schiff, Mukhtar Ullah, Ana Belen Iglesias-Romero, Karolina Kaminska, Aleksandr Jestin, Marc Folcher, Sandrine Wallerich, Mariana M Ribeiro, Vincent Hahaut, Simone Picelli, Debarshi Mustafi, Aleksander Tworak, Roman Smidak, Yumei Li, Jiaxiong Lu, Meng Wang, Omar A Mahroo, Shyamanga Borooah, Mathieu Quinodoz, Krzysztof Palczewski, Andrew R Webster, Carlo Rivolta, Rui Chen, Gavin Arno
Retinitis pigmentosa (RP) is an inherited retinal disease (IRD) characterized usually by progressive photoreceptor degeneration, leading to night blindness, peripheral visual field loss, and can progress to central vision impairment in some individuals. Despite advances in genomic diagnostics, many individuals with RP remain without a molecular diagnosis. We identified bi-allelic ultra-rare variants in fibronectin type II and Spry domain-containing protein 1-like (FSD1L) in six individuals with RP with or without neurological features from four unrelated families. FSD1L encodes a cytoplasmic protein, variants of which have not previously been associated with Mendelian disease. The gene is expressed in both human and mouse retinas that are enriched in cone and rod photoreceptors. Immunofluorescence and ultrastructure expansion microscopy show that FSD1L localizes along the photoreceptor microtubule axoneme, including the connecting cilium and outer segment, supporting a possible role in intracellular trafficking. A retina-enriched isoform of FSD1L includes an alternatively spliced exon (exon 10b), which we characterize as absent in minigene assays and affected individual-derived lymphocytes due to a deep intronic 26 nt deletion. Together, these findings support the association between bi-allelic disruption of FSD1L and IRD.
{"title":"Bi-allelic variants in FSD1L cause retinitis pigmentosa with or without neurological involvement.","authors":"Siying Lin, Francesca Cancellieri, Yexuan Cao, Andrew J Lotery, Abigail R Moye, Veronika Vaclavik, Fabienne Perren, Andrzej B Poplawski, Elena R Schiff, Mukhtar Ullah, Ana Belen Iglesias-Romero, Karolina Kaminska, Aleksandr Jestin, Marc Folcher, Sandrine Wallerich, Mariana M Ribeiro, Vincent Hahaut, Simone Picelli, Debarshi Mustafi, Aleksander Tworak, Roman Smidak, Yumei Li, Jiaxiong Lu, Meng Wang, Omar A Mahroo, Shyamanga Borooah, Mathieu Quinodoz, Krzysztof Palczewski, Andrew R Webster, Carlo Rivolta, Rui Chen, Gavin Arno","doi":"10.1016/j.ajhg.2026.01.015","DOIUrl":"10.1016/j.ajhg.2026.01.015","url":null,"abstract":"<p><p>Retinitis pigmentosa (RP) is an inherited retinal disease (IRD) characterized usually by progressive photoreceptor degeneration, leading to night blindness, peripheral visual field loss, and can progress to central vision impairment in some individuals. Despite advances in genomic diagnostics, many individuals with RP remain without a molecular diagnosis. We identified bi-allelic ultra-rare variants in fibronectin type II and Spry domain-containing protein 1-like (FSD1L) in six individuals with RP with or without neurological features from four unrelated families. FSD1L encodes a cytoplasmic protein, variants of which have not previously been associated with Mendelian disease. The gene is expressed in both human and mouse retinas that are enriched in cone and rod photoreceptors. Immunofluorescence and ultrastructure expansion microscopy show that FSD1L localizes along the photoreceptor microtubule axoneme, including the connecting cilium and outer segment, supporting a possible role in intracellular trafficking. A retina-enriched isoform of FSD1L includes an alternatively spliced exon (exon 10b), which we characterize as absent in minigene assays and affected individual-derived lymphocytes due to a deep intronic 26 nt deletion. Together, these findings support the association between bi-allelic disruption of FSD1L and IRD.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":"616-626"},"PeriodicalIF":8.1,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146257029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-05Epub Date: 2026-02-12DOI: 10.1016/j.ajhg.2026.01.012
Brunhilde Wirth, Joyosmita Das, Heike Kölbel, Shuxiang Goh, Michelle A Farrar, Valentina Piano, Sebastian Zetzsche, Nico Fuhrmann, Jutta Becker, Mert Karakaya, Yougang Zhang, Yuqing Cao, Afsaneh Taghipour-Sheshdeh, Brett W Stringer, Jean Giacomotto
Newborn screening (NBS) for spinal muscular atrophy (SMA) enables rapid diagnosis and pre-symptomatic treatment of infants with bi-allelic SMN1 deletions. Standard PCR-based assays detect ∼95% of cases by identifying the absence of SMN1 exon 7; however, rare sequence variants can escape detection. We describe two newborns (in Germany and Australia) identified by NBS as lacking SMN1 but subsequently shown to carry a single SMN1 copy-with no SMN2 in P1 and one SMN2 copy in P2. Gene-specific long-range PCR and Sanger sequencing revealed two distinct 4-bp deletions in SMN1 exon 7 (c.855_858delAGAA [p.Arg288AlafsTer5] in P1 and c.861_864delAAGG [p.Arg288AlafsTer5] in P2). Both variants disrupt the reverse primer-binding site used in NBS assays and cause the same frameshift p.Arg288AlafsTer5, predicted to be deleterious. A plethora of assays demonstrated preserved exon 7 splicing, markedly reduced SMN protein abundance, and wild-type-like protein thermostability. In vivo, expression of the p.Arg288AlafsTer5 protein in zebrafish fully rescued the progressive motor and survival defects of smn1-deficient mutants. These findings raise the possibility that this novel SMN isoform has enhanced functional efficiency relative to the wild type. Population data (gnomAD) suggest that ∼800 individuals of European ancestry may carry these variants in trans with an SMN1 deletion, yet none have been reported with SMA. Based on our data, no therapy was initiated. Both children remain healthy at 24 months of age, avoiding >US$4 million in potential treatment costs. These findings challenge the assumption that complete loss of full-length SMN invariably causes SMA and suggest that very low levels of this novel SMN isoform can sustain normal motor development.
脊髓性肌萎缩症(SMA)的新生儿筛查(NBS)能够快速诊断和症状前治疗双等位基因SMN1缺失的婴儿。基于标准pcr的检测方法通过鉴定SMN1外显子7的缺失检测到约95%的病例;然而,罕见的序列变异可以逃脱检测。我们描述了两个新生儿(在德国和澳大利亚)被NBS鉴定为缺乏SMN1,但随后显示携带单个SMN1拷贝- P1没有SMN2, P2有一个SMN2拷贝。基因特异性远程PCR和Sanger测序显示SMN1外显子7有两个不同的4-bp缺失(c.855_858delAGAA [p。在P1和c.861_864delAAGG [p。[288alafster5] in P2)。这两种变体破坏NBS试验中使用的反向引物结合位点,并引起相同的移码p.a g288alafster5,预计是有害的。大量的实验表明,保留了外显子7剪接,显着降低了SMN蛋白的丰度,以及野生型样蛋白的热稳定性。在体内,斑马鱼中p.a g288alafster5蛋白的表达完全挽救了smn1缺陷突变体的进行性运动和存活缺陷。这些发现提出了一种可能性,即这种新的SMN异构体相对于野生型具有更高的功能效率。人口数据(gnomAD)表明,大约有800名欧洲血统的人可能携带这些带有SMN1缺失的反式变异,但没有报道携带SMA。根据我们的数据,没有开始治疗。两个孩子在24个月大时都保持健康,避免了400万美元的潜在治疗费用。这些发现挑战了全长SMN的完全丧失必然导致SMA的假设,并表明这种新型SMN亚型的极低水平可以维持正常的运动发育。
{"title":"SMN1 variants identified by false-positive SMA newborn screening tests: Therapeutic hurdles and functional and epidemiological solutions.","authors":"Brunhilde Wirth, Joyosmita Das, Heike Kölbel, Shuxiang Goh, Michelle A Farrar, Valentina Piano, Sebastian Zetzsche, Nico Fuhrmann, Jutta Becker, Mert Karakaya, Yougang Zhang, Yuqing Cao, Afsaneh Taghipour-Sheshdeh, Brett W Stringer, Jean Giacomotto","doi":"10.1016/j.ajhg.2026.01.012","DOIUrl":"10.1016/j.ajhg.2026.01.012","url":null,"abstract":"<p><p>Newborn screening (NBS) for spinal muscular atrophy (SMA) enables rapid diagnosis and pre-symptomatic treatment of infants with bi-allelic SMN1 deletions. Standard PCR-based assays detect ∼95% of cases by identifying the absence of SMN1 exon 7; however, rare sequence variants can escape detection. We describe two newborns (in Germany and Australia) identified by NBS as lacking SMN1 but subsequently shown to carry a single SMN1 copy-with no SMN2 in P1 and one SMN2 copy in P2. Gene-specific long-range PCR and Sanger sequencing revealed two distinct 4-bp deletions in SMN1 exon 7 (c.855_858delAGAA [p.Arg288AlafsTer5] in P1 and c.861_864delAAGG [p.Arg288AlafsTer5] in P2). Both variants disrupt the reverse primer-binding site used in NBS assays and cause the same frameshift p.Arg288AlafsTer5, predicted to be deleterious. A plethora of assays demonstrated preserved exon 7 splicing, markedly reduced SMN protein abundance, and wild-type-like protein thermostability. In vivo, expression of the p.Arg288AlafsTer5 protein in zebrafish fully rescued the progressive motor and survival defects of smn1-deficient mutants. These findings raise the possibility that this novel SMN isoform has enhanced functional efficiency relative to the wild type. Population data (gnomAD) suggest that ∼800 individuals of European ancestry may carry these variants in trans with an SMN1 deletion, yet none have been reported with SMA. Based on our data, no therapy was initiated. Both children remain healthy at 24 months of age, avoiding >US$4 million in potential treatment costs. These findings challenge the assumption that complete loss of full-length SMN invariably causes SMA and suggest that very low levels of this novel SMN isoform can sustain normal motor development.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":"627-635"},"PeriodicalIF":8.1,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146193928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-05Epub Date: 2026-02-20DOI: 10.1016/j.ajhg.2026.01.016
Irene González-Martínez, Estefanía Cerro-Herreros, Marc Carrascosa-Sàez, Andrea García-Rey, Diego Piqueras-Losilla, Anna Colom-Rodrigo, Nerea Moreno, Mouli Chakraborty, Aline Huguet-Lachon, Anchel González-Barriga, Neia Naldaiz-Gastesi, Martxel Dehesa, Ana Díaz-Maqueda, Nuria Barquero, Miguel A Varela, Adolfo López de Munain, Ramon Eritja, Geneviève Gourdon, Arturo López-Castel, Manuel Pérez-Alonso, Beatriz Llamusi, Rubén Artero
Myotonic dystrophy type 1 (DM1) is a multisystemic disorder caused by CTG repeat expansions in DM1 protein kinase (DMPK). Mutant transcripts containing expanded CUG repeats form ribonuclear foci that sequester muscleblind-like (MBNL) splicing regulator proteins, key regulators of RNA splicing and metabolism. This functional depletion leads to widespread mis-splicing and persistence of fetal transcript profiles, which underlie muscle weakness, myotonia, and muscle atrophy. In addition, miR-23b is upregulated in DM1 muscle and further represses MBNL1 translation, amplifying molecular defects. We developed chemically optimized microRNA (miRNA)-targeting antisense oligonucleotides (antimiRs) to inhibit miR-23b and restore functional MBNL1 levels. Using a multi-step screening process, we evaluated antimiRs with varying sequences, lengths, chemical modifications, and lipid conjugations. A key optimization was a 3'-oleic acid conjugation combined with specific chemical modifications, which enhanced muscle uptake and efficacy. Lead candidates showed strong activity in preclinical models (human skeletal actin [HSA]LR and DMSXL mice and human myoblasts), increasing MBNL1 levels, correcting mis-splicing, improving muscle strength, and reducing myotonia. They also exhibited efficient biodistribution to skeletal muscle, a critical DM1-affected tissue. In vitro toxicology indicated a favorable safety profile with minimal immune or renal toxicity. The antimiR mechanism was conserved in rat and pig fibroblasts. Overall, two lead antimiRs emerged as promising therapeutic candidates for DM1, with improved pharmacokinetics, tissue targeting, and safety, supporting the potential of microRNA-based approaches to correct key molecular defects in this disorder.
{"title":"Enhanced muscle uptake of chemically optimized miR-23b antisense oligonucleotides as lead compounds for myotonic dystrophy type 1.","authors":"Irene González-Martínez, Estefanía Cerro-Herreros, Marc Carrascosa-Sàez, Andrea García-Rey, Diego Piqueras-Losilla, Anna Colom-Rodrigo, Nerea Moreno, Mouli Chakraborty, Aline Huguet-Lachon, Anchel González-Barriga, Neia Naldaiz-Gastesi, Martxel Dehesa, Ana Díaz-Maqueda, Nuria Barquero, Miguel A Varela, Adolfo López de Munain, Ramon Eritja, Geneviève Gourdon, Arturo López-Castel, Manuel Pérez-Alonso, Beatriz Llamusi, Rubén Artero","doi":"10.1016/j.ajhg.2026.01.016","DOIUrl":"10.1016/j.ajhg.2026.01.016","url":null,"abstract":"<p><p>Myotonic dystrophy type 1 (DM1) is a multisystemic disorder caused by CTG repeat expansions in DM1 protein kinase (DMPK). Mutant transcripts containing expanded CUG repeats form ribonuclear foci that sequester muscleblind-like (MBNL) splicing regulator proteins, key regulators of RNA splicing and metabolism. This functional depletion leads to widespread mis-splicing and persistence of fetal transcript profiles, which underlie muscle weakness, myotonia, and muscle atrophy. In addition, miR-23b is upregulated in DM1 muscle and further represses MBNL1 translation, amplifying molecular defects. We developed chemically optimized microRNA (miRNA)-targeting antisense oligonucleotides (antimiRs) to inhibit miR-23b and restore functional MBNL1 levels. Using a multi-step screening process, we evaluated antimiRs with varying sequences, lengths, chemical modifications, and lipid conjugations. A key optimization was a 3'-oleic acid conjugation combined with specific chemical modifications, which enhanced muscle uptake and efficacy. Lead candidates showed strong activity in preclinical models (human skeletal actin [HSA]<sup>LR</sup> and DMSXL mice and human myoblasts), increasing MBNL1 levels, correcting mis-splicing, improving muscle strength, and reducing myotonia. They also exhibited efficient biodistribution to skeletal muscle, a critical DM1-affected tissue. In vitro toxicology indicated a favorable safety profile with minimal immune or renal toxicity. The antimiR mechanism was conserved in rat and pig fibroblasts. Overall, two lead antimiRs emerged as promising therapeutic candidates for DM1, with improved pharmacokinetics, tissue targeting, and safety, supporting the potential of microRNA-based approaches to correct key molecular defects in this disorder.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":"529-547"},"PeriodicalIF":8.1,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146776096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-05DOI: 10.1016/j.ajhg.2026.02.010
Nathan C Gaddis,Katerina S Kucera,Heidi L Cope,Javan K Carter,Ana N Forsythe,Angela Gwaltney,Jennifer Sullivan,Blythe Crissman,Diane P Fraser,Grier P Page,Elizabeth Jalazo,Jennifer R Law,Curt Scharfe,Holly L Peay
Type 1 diabetes (T1D) is an autoimmune disease that often presents in childhood and can lead to life-threatening complications such as diabetic ketoacidosis. Genetic risk scores (GRSs) offer an innovative approach to early identification of T1D risk, but their integration into newborn screening (NBS) has not been implemented at scale in the United States. We evaluated the feasibility of using whole-genome sequencing (WGS) of dried blood spot samples to calculate and return T1D GRSs within a real-world screening program. Early Check is a statewide voluntary NBS research program in North Carolina. Between September 2023 and June 2024, 2,125 newborns were enrolled for WGS-based screening, including optional GRS-based T1D screening. Predicted T1D risk was calculated using a validated pipeline based on the previously developed 67-variant T1D GRS2 model. Results were returned to parents via a secure portal, and newborns with elevated genetic risk were offered islet autoantibody testing. Of the 1,742 newborns whose parents elected T1D screening, 1,603 (92%) received a valid GRS2 result. Sixty-two (3.9%) were classified as higher concern and 118 (7.4%) as moderate concern. Among the higher-concern group, 41 initiated autoantibody testing at 9 months, with two testing positive; both reverted to negative at 12 months. GRS2 scores were lower in African ancestry newborns, highlighting the need for ancestry-specific thresholds or models. T1D GRS screening is feasible in a population NBS using WGS. Results support its potential for early-life risk stratification while underscoring the need for improved cross-ancestry performance and long-term validation.
{"title":"Newborn screening for type 1 diabetes using genome-based risk scores in the Early Check program.","authors":"Nathan C Gaddis,Katerina S Kucera,Heidi L Cope,Javan K Carter,Ana N Forsythe,Angela Gwaltney,Jennifer Sullivan,Blythe Crissman,Diane P Fraser,Grier P Page,Elizabeth Jalazo,Jennifer R Law,Curt Scharfe,Holly L Peay","doi":"10.1016/j.ajhg.2026.02.010","DOIUrl":"https://doi.org/10.1016/j.ajhg.2026.02.010","url":null,"abstract":"Type 1 diabetes (T1D) is an autoimmune disease that often presents in childhood and can lead to life-threatening complications such as diabetic ketoacidosis. Genetic risk scores (GRSs) offer an innovative approach to early identification of T1D risk, but their integration into newborn screening (NBS) has not been implemented at scale in the United States. We evaluated the feasibility of using whole-genome sequencing (WGS) of dried blood spot samples to calculate and return T1D GRSs within a real-world screening program. Early Check is a statewide voluntary NBS research program in North Carolina. Between September 2023 and June 2024, 2,125 newborns were enrolled for WGS-based screening, including optional GRS-based T1D screening. Predicted T1D risk was calculated using a validated pipeline based on the previously developed 67-variant T1D GRS2 model. Results were returned to parents via a secure portal, and newborns with elevated genetic risk were offered islet autoantibody testing. Of the 1,742 newborns whose parents elected T1D screening, 1,603 (92%) received a valid GRS2 result. Sixty-two (3.9%) were classified as higher concern and 118 (7.4%) as moderate concern. Among the higher-concern group, 41 initiated autoantibody testing at 9 months, with two testing positive; both reverted to negative at 12 months. GRS2 scores were lower in African ancestry newborns, highlighting the need for ancestry-specific thresholds or models. T1D GRS screening is feasible in a population NBS using WGS. Results support its potential for early-life risk stratification while underscoring the need for improved cross-ancestry performance and long-term validation.","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":"2 1","pages":""},"PeriodicalIF":9.8,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147368318","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-05Epub Date: 2026-02-04DOI: 10.1016/j.ajhg.2026.01.009
Amy Nisselle, Douglas Liddicoat, Corrina Cliffe, Lyndon Gallacher, Melissa Martyn, Jan Hodgson, Naomi L Baker, Victoria Beshay, Miriam Fanjul-Fernandez, Andrew P Fellowes, Sebastian Lunke, Dean G Phelan, Ain Roesley, Zornitza Stark, Tiong Yang Tan, Bryony Thompson, Clara L Gaff, Natalie Thorne
Genomic medicine is increasingly being integrated into healthcare systems worldwide, requiring a skilled genomic workforce. Variant interpretation (VI) is crucial to genomic testing, yet there are no agreed professional competencies in VI, career pathways are ill-defined for some professions, and there is limited literature on educational needs and programs. We referenced education theory and curricula from nascent local VI training activities to co-develop learning outcomes in VI with content experts that informed scalable continuing education activities, evaluated using longitudinal cross-sectional surveys. We defined 16 learning outcomes in VI covering fundamental genetics and bioinformatics theory and the stages of variant identification, curation, and classification. The education program included options for self-directed online learning or blended learning (online pre-reading plus workshops). Program reach was 951 individuals (49.2% scientists and 27.8% clinicians). At completion, the majority reported increased understanding of learning outcomes (96.1%, 171/178) and increased confidence in the processes of VI (93.3%, 166/178). The majority (91.7%, 231/252) indicated that the learnings would impact their professional role. Our education program was effective at developing entry-level proficiency in VI across different professions. The learning outcomes can inform multiple aspects of VI education and training programs, including defining the desired level of mastery and program content and aligning evaluation measures. They also provide a basis for an educational framework to inform competencies in VI across multiple professions and for career benchmarking more broadly.
{"title":"Variant interpretation training for the genomics era: Learning outcomes to inform professional competencies and education.","authors":"Amy Nisselle, Douglas Liddicoat, Corrina Cliffe, Lyndon Gallacher, Melissa Martyn, Jan Hodgson, Naomi L Baker, Victoria Beshay, Miriam Fanjul-Fernandez, Andrew P Fellowes, Sebastian Lunke, Dean G Phelan, Ain Roesley, Zornitza Stark, Tiong Yang Tan, Bryony Thompson, Clara L Gaff, Natalie Thorne","doi":"10.1016/j.ajhg.2026.01.009","DOIUrl":"10.1016/j.ajhg.2026.01.009","url":null,"abstract":"<p><p>Genomic medicine is increasingly being integrated into healthcare systems worldwide, requiring a skilled genomic workforce. Variant interpretation (VI) is crucial to genomic testing, yet there are no agreed professional competencies in VI, career pathways are ill-defined for some professions, and there is limited literature on educational needs and programs. We referenced education theory and curricula from nascent local VI training activities to co-develop learning outcomes in VI with content experts that informed scalable continuing education activities, evaluated using longitudinal cross-sectional surveys. We defined 16 learning outcomes in VI covering fundamental genetics and bioinformatics theory and the stages of variant identification, curation, and classification. The education program included options for self-directed online learning or blended learning (online pre-reading plus workshops). Program reach was 951 individuals (49.2% scientists and 27.8% clinicians). At completion, the majority reported increased understanding of learning outcomes (96.1%, 171/178) and increased confidence in the processes of VI (93.3%, 166/178). The majority (91.7%, 231/252) indicated that the learnings would impact their professional role. Our education program was effective at developing entry-level proficiency in VI across different professions. The learning outcomes can inform multiple aspects of VI education and training programs, including defining the desired level of mastery and program content and aligning evaluation measures. They also provide a basis for an educational framework to inform competencies in VI across multiple professions and for career benchmarking more broadly.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":"428-436"},"PeriodicalIF":8.1,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146123549","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-04DOI: 10.1016/j.ajhg.2026.02.007
Sara J Cromer,Ewan K Cobran,Hari S Iyer,Micah R Hysong,Luciana B Vargas,Johanna L Smith,Iain R Konigsberg,David Bogumil,LáShauntá Glover,Gillian King, ,Leslie A Lange,Aniruddh Patel,Genevieve Wojcik,Laura Raffield,David V Conti
There is a growing interest in evaluating the intersection of genetic and environmental factors, particularly social determinants of health (SDoH). As both the distributions and associations of genetic and SDoH-related risk vary across populations, a thorough understanding of the interplay of these factors (genetics and SDoH across populations) is necessary for the appropriate design and interpretation of studies examining their combined impact on health outcomes. In this review, we review population descriptors, including self-reported social constructs and genetically defined constructs, highlighting the different concepts they may capture and when it may be appropriate to use them. We discuss the challenges of applying polygenic risk scores (PRSs) to populations distinct in their genetic architecture or social context from the cohort in which they were developed. We provide an overview of conceptual SDoH frameworks and measures at the individual and area levels, discussing how these measures are defined, assessed, utilized, and interpreted in health research. For evaluating SDoH and PRS jointly, we outline analytic considerations, including calculating main-effect estimates, conducting gene-environment interaction studies, testing for mediation, and incorporating these factors into clinical prediction algorithms. When examining across populations, we highlight opportunities and challenges of data harmonization across existing cohorts and biobanks and ethical considerations necessary before embarking on or reporting work in this field. In all cases, we highlight the criticality of basing scientific questions upon well-considered conceptual frameworks arising from prior established relationships between risk factors and disease.
{"title":"Incorporating polygenic risk scores and social determinants of health across populations: Considerations and best practices in research.","authors":"Sara J Cromer,Ewan K Cobran,Hari S Iyer,Micah R Hysong,Luciana B Vargas,Johanna L Smith,Iain R Konigsberg,David Bogumil,LáShauntá Glover,Gillian King, ,Leslie A Lange,Aniruddh Patel,Genevieve Wojcik,Laura Raffield,David V Conti","doi":"10.1016/j.ajhg.2026.02.007","DOIUrl":"https://doi.org/10.1016/j.ajhg.2026.02.007","url":null,"abstract":"There is a growing interest in evaluating the intersection of genetic and environmental factors, particularly social determinants of health (SDoH). As both the distributions and associations of genetic and SDoH-related risk vary across populations, a thorough understanding of the interplay of these factors (genetics and SDoH across populations) is necessary for the appropriate design and interpretation of studies examining their combined impact on health outcomes. In this review, we review population descriptors, including self-reported social constructs and genetically defined constructs, highlighting the different concepts they may capture and when it may be appropriate to use them. We discuss the challenges of applying polygenic risk scores (PRSs) to populations distinct in their genetic architecture or social context from the cohort in which they were developed. We provide an overview of conceptual SDoH frameworks and measures at the individual and area levels, discussing how these measures are defined, assessed, utilized, and interpreted in health research. For evaluating SDoH and PRS jointly, we outline analytic considerations, including calculating main-effect estimates, conducting gene-environment interaction studies, testing for mediation, and incorporating these factors into clinical prediction algorithms. When examining across populations, we highlight opportunities and challenges of data harmonization across existing cohorts and biobanks and ethical considerations necessary before embarking on or reporting work in this field. In all cases, we highlight the criticality of basing scientific questions upon well-considered conceptual frameworks arising from prior established relationships between risk factors and disease.","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":"48 1","pages":""},"PeriodicalIF":9.8,"publicationDate":"2026-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147359040","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-04DOI: 10.1016/j.ajhg.2026.02.009
Jonathan D. Rosen, K. Alaine Broadaway, Sarah M. Brotman, Karen L. Mohlke, Michael I. Love
{"title":"Higher eQTL power reveals signals that boost GWAS colocalization","authors":"Jonathan D. Rosen, K. Alaine Broadaway, Sarah M. Brotman, Karen L. Mohlke, Michael I. Love","doi":"10.1016/j.ajhg.2026.02.009","DOIUrl":"https://doi.org/10.1016/j.ajhg.2026.02.009","url":null,"abstract":"","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":"29 1","pages":""},"PeriodicalIF":9.8,"publicationDate":"2026-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147360684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-24DOI: 10.1016/j.ajhg.2026.02.001
Abigail R. Moye, Caitlyn L. McCafferty, Siying Lin, Ji Hoon Han, Lubica Dudakova, Kim Rodenburg, Viktória Szabó, Zoltán Zsolt Nagy, Dinah Zur, Marie Vajter, Bohdan Kousal, Alexandre P. Moulin, Alexandra Graff-Meyer, Susanne Roosing, Omar A. Mahroo, Gavin Arno, Andrew R. Webster, Tamar Ben-Yosef, Petra Liskova, Benjamin D. Engel, Ditta Zobor, Mathieu Quinodoz, Carlo Rivolta
{"title":"Loss-of-function variants in SAXO6, encoding a microtubule inner protein of photoreceptor cilia, causes a late-onset retinal dystrophy","authors":"Abigail R. Moye, Caitlyn L. McCafferty, Siying Lin, Ji Hoon Han, Lubica Dudakova, Kim Rodenburg, Viktória Szabó, Zoltán Zsolt Nagy, Dinah Zur, Marie Vajter, Bohdan Kousal, Alexandre P. Moulin, Alexandra Graff-Meyer, Susanne Roosing, Omar A. Mahroo, Gavin Arno, Andrew R. Webster, Tamar Ben-Yosef, Petra Liskova, Benjamin D. Engel, Ditta Zobor, Mathieu Quinodoz, Carlo Rivolta","doi":"10.1016/j.ajhg.2026.02.001","DOIUrl":"https://doi.org/10.1016/j.ajhg.2026.02.001","url":null,"abstract":"","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":"17 1","pages":""},"PeriodicalIF":9.8,"publicationDate":"2026-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147279217","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-23DOI: 10.1016/j.ajhg.2026.01.017
Davut Pehlivan, Abigail Sandoval, Reza Maroofian, François Lecoquierre, Aisha M. Al Shamsi, Gyu S. Lee, Osman Yesilbas, Preston Taylor, Matthew B. McDougal, Vahid Bahrambeigi, Omid Aryani, Juan Felipe Ramirez, Khalid Hama Salih, Chadi Al Alam, Heba Morsy, Haytham Hussien, Tarek Omar, Ibrahim M. Abdelrazek, Anne Claire Brehin, Dana Marafi, Tugba Kalayci, Jubran Abu Rahma, Jawabreh Kassem Talbeya, Husein Dabbah, Eric Verspyck, Toktam Moosavian, Jawid M. Fatih, Tadahiro Mitani, Gulsen Akay, Daniel G. Calame, Anne-Marie Guerrot, Wendy K. Chung, Henry Houlden, James R. Lupski, Adel Shalata, Wan Hee Yoon
Nardilysin (NRDC) plays a role in multiple cellular functions in diverse cellular compartments, including ectodomain shedding in the plasma membrane, as well as chaperoning a key Krebs cycle enzyme in mitochondria. We had previously reported limited clinical information from two individuals with homozygous frameshift variants in NRDC. With inclusion of previously published individuals, here we report 14 individuals (10 females, four males) from nine unrelated families carrying homozygous NRDC pathogenic variants. Common clinical features include severe to profound developmental delay/intellectual disability (12/12), microcephaly (13/13), prematurity (5/13), lethality in the first 3 years of life (9/14), seizures (7/11), joint contractures (4/8), eye/visual abnormalities (5/7), and abnormal brain imaging studies ranging from diffuse atrophy to lissencephaly (8/11). The identified variants include two splice, three frameshift, and three missense variants. RT-PCR from affected individual fibroblasts and a minigene assay in HEK293T cells demonstrate that the splice variants led to exon skipping of NRDC. To further investigate the pathogenicity of the variants in vivo, we used the Drosophila Nrdc (dNrdc) mutant model. dNrdc null mutants caused developmental lethality, which is fully rescued by wild-type human NRDC. Studies in the Drosophila dNrdc mutant models showed that both splice variants and frameshift variants cause severe loss of function, leading to lethality, whereas missense variants cause partial lethality and short lifespan, consistent with less severe phenotype. Our data establish that homozygous variants in NRDC are pathogenic, leading to highly lethal and severe neurodevelopmental disorder in humans.
{"title":"Bi-allelic variants in NRDC cause a neurodevelopmental disorder characterized by neonatal lethality, microcephaly, and brain abnormalities","authors":"Davut Pehlivan, Abigail Sandoval, Reza Maroofian, François Lecoquierre, Aisha M. Al Shamsi, Gyu S. Lee, Osman Yesilbas, Preston Taylor, Matthew B. McDougal, Vahid Bahrambeigi, Omid Aryani, Juan Felipe Ramirez, Khalid Hama Salih, Chadi Al Alam, Heba Morsy, Haytham Hussien, Tarek Omar, Ibrahim M. Abdelrazek, Anne Claire Brehin, Dana Marafi, Tugba Kalayci, Jubran Abu Rahma, Jawabreh Kassem Talbeya, Husein Dabbah, Eric Verspyck, Toktam Moosavian, Jawid M. Fatih, Tadahiro Mitani, Gulsen Akay, Daniel G. Calame, Anne-Marie Guerrot, Wendy K. Chung, Henry Houlden, James R. Lupski, Adel Shalata, Wan Hee Yoon","doi":"10.1016/j.ajhg.2026.01.017","DOIUrl":"https://doi.org/10.1016/j.ajhg.2026.01.017","url":null,"abstract":"Nardilysin (NRDC) plays a role in multiple cellular functions in diverse cellular compartments, including ectodomain shedding in the plasma membrane, as well as chaperoning a key Krebs cycle enzyme in mitochondria. We had previously reported limited clinical information from two individuals with homozygous frameshift variants in <ce:italic>NRDC</ce:italic>. With inclusion of previously published individuals, here we report 14 individuals (10 females, four males) from nine unrelated families carrying homozygous <ce:italic>NRDC</ce:italic> pathogenic variants. Common clinical features include severe to profound developmental delay/intellectual disability (12/12), microcephaly (13/13), prematurity (5/13), lethality in the first 3 years of life (9/14), seizures (7/11), joint contractures (4/8), eye/visual abnormalities (5/7), and abnormal brain imaging studies ranging from diffuse atrophy to lissencephaly (8/11). The identified variants include two splice, three frameshift, and three missense variants. RT-PCR from affected individual fibroblasts and a minigene assay in HEK293T cells demonstrate that the splice variants led to exon skipping of <ce:italic>NRDC</ce:italic>. To further investigate the pathogenicity of the variants <ce:italic>in vivo</ce:italic>, we used the <ce:italic>Drosophila Nrdc</ce:italic> (<ce:italic>dNrdc</ce:italic>) mutant model. <ce:italic>dNrdc</ce:italic> null mutants caused developmental lethality, which is fully rescued by wild-type human <ce:italic>NRDC</ce:italic>. Studies in the <ce:italic>Drosophila dNrdc</ce:italic> mutant models showed that both splice variants and frameshift variants cause severe loss of function, leading to lethality, whereas missense variants cause partial lethality and short lifespan, consistent with less severe phenotype. Our data establish that homozygous variants in <ce:italic>NRDC</ce:italic> are pathogenic, leading to highly lethal and severe neurodevelopmental disorder in humans.","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":"187 1","pages":""},"PeriodicalIF":9.8,"publicationDate":"2026-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147279218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}