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Articles 151 - 180 of 3970
Full-Text Articles in Medical Genetics
Melody: Mediation Analysis In Logistic Regression For High-Dimensional Mediators And A Binary Outcome, Sunyi Chi, Xingyu Li, Peng Wei, Xuelin Huang
Melody: Mediation Analysis In Logistic Regression For High-Dimensional Mediators And A Binary Outcome, Sunyi Chi, Xingyu Li, Peng Wei, Xuelin Huang
Faculty, Staff and Student Publications
Mediation analysis is a pivotal tool for elucidating the indirect effect of an environmental factor or treatment on disease through potentially high‐dimensional omics data, such as gene expression profiles. However, traditional mediation analysis methods tailored for binary outcomes often rely on the rare disease assumption in logistic regression and provide inadequate measures of total mediation effect when multiple mediators have effects in different directions. In this paper, we develop a MEdiation analysis framework in LOgistic regression for high‐Dimensional mediators and a binarY outcome (MELODY). It leverages a second‐moment‐based measure analogous to the ��2 for linear models to quantify the total …
Leveraging Large Language Models For Heuristic Usability Assessment Of Medical Software: Insights With The Radiation Planning Assistant, Laurence E Court, Jacobus Smit, Lourens Strauss, William Shaw, Andrea Marais, Christoph Trauernicht, Nanette Joubert, Elaine Smith, Shona Badre, Graeme L Lazarus, Thekiso Khotle, Lauren Netherton, Wanda Van Heerden, Carlos Cardenas, Monica Serban, Jan Seuntjens, Christine V Chung, Pavel Govyadinov, Meena Khan, Saurabh Nair, Tucker Netherton, Lifei Zhang
Leveraging Large Language Models For Heuristic Usability Assessment Of Medical Software: Insights With The Radiation Planning Assistant, Laurence E Court, Jacobus Smit, Lourens Strauss, William Shaw, Andrea Marais, Christoph Trauernicht, Nanette Joubert, Elaine Smith, Shona Badre, Graeme L Lazarus, Thekiso Khotle, Lauren Netherton, Wanda Van Heerden, Carlos Cardenas, Monica Serban, Jan Seuntjens, Christine V Chung, Pavel Govyadinov, Meena Khan, Saurabh Nair, Tucker Netherton, Lifei Zhang
Faculty, Staff and Student Publications
Background: Usability engineering is essential for ensuring the safety and effectiveness of medical software, as design-related issues are a leading cause of use errors in clinical settings. Heuristic evaluation provides a practical approach to identifying usability problems, but its outcomes depend heavily on expert interpretation. Large Language Models (LLMs), such as ChatGPT, offer a potential means to augment heuristic evaluation by generating structured, context-aware usability feedback. This study explored the use of ChatGPT to support heuristic assessment of the Radiation Planning Assistant (RPA), a web-based radiotherapy planning tool designed to support clinical teams in low- and middle-income countries.
Methods: ChatGPT …
The Pandemic Effect: Secondary Impact On The Diagnosis Of Clinically Significant Congenital Heart Disease And Role Of Deprivation Index, Cassandra Campbell, Kristin Wyckoff, Ronak Naik, Nithya Swaminathan, Salima Ahmed Bhimani, Jason Johnson, Vijaya Joshi, Ranjit Philip
The Pandemic Effect: Secondary Impact On The Diagnosis Of Clinically Significant Congenital Heart Disease And Role Of Deprivation Index, Cassandra Campbell, Kristin Wyckoff, Ronak Naik, Nithya Swaminathan, Salima Ahmed Bhimani, Jason Johnson, Vijaya Joshi, Ranjit Philip
Faculty, Staff and Student Publications
We sought to determine the impact of the COVID-19 on prenatal diagnosis (PND) of clinically significant congenital heart disease (CHD) and the role of socioeconomic status (SES), complexity of diagnosis, and proximity to advance testing. This single-center retrospective study evaluated 2 eras of infants (COVID (born July 1, 2020–July 31, 2023) and pre-COVID (born June 1, 2017–July 1, 2020) who had cardiac surgery in the first year of life. 512 infants, 292 in pre-COVID era and 220 in COVID era with no significant difference in the rate of prenatal care (PNC) or PND in the COVID era (88%/42%) versus pre-COVID …
Beyond Bile Acids Synthesis: Metabolomics Profiling Highlights Extensive Metabolic Dysregulation And Treatment Response In Ctx, Monte A Del Monte, Jennifer Hanson, Penelope E Bonnen
Beyond Bile Acids Synthesis: Metabolomics Profiling Highlights Extensive Metabolic Dysregulation And Treatment Response In Ctx, Monte A Del Monte, Jennifer Hanson, Penelope E Bonnen
Faculty, Staff and Students Publications
Background: Cerebrotendinous xanthomatosis (CTX) is an inherited metabolic disorder caused by variants in CYP27A1 leading to loss of sterol-27-hydroxylase activity. Sterol-27-hydroxylase generates two classes of bioactive signaling molecules: bile acids and oxysterols. The broader metabolic consequences resulting from perturbations in bile acid and oxysterol signaling and their reversibility with FDA-approved treatment chenodeoxycholic acid (CDCA), are not fully described.
Methods: To establish a comprehensive map of metabolic consequences of CTX, we performed large-scale, untargeted plasma metabolomics in a single subject with CTX, both before and after 6 months of CDCA therapy, and compared results with a reference cohort of over 1100 …
Supercharging-Enhanced Ndia-Ms Enables Global Profiling Of Drug-Induced Proteome Solubility Shifts, Yun Xiong, Huimin Zhang, Lin Tan, Bo Wei, John N Weinstein, Philip L Lorenzi
Supercharging-Enhanced Ndia-Ms Enables Global Profiling Of Drug-Induced Proteome Solubility Shifts, Yun Xiong, Huimin Zhang, Lin Tan, Bo Wei, John N Weinstein, Philip L Lorenzi
Faculty, Staff and Student Publications
Mass spectrometry (MS) is indispensable for high-throughput quantitation of protein expression. But protein function is regulated by factors beyond abundance alone. Here, we evaluate two supercharging reagents, dimethyl sulfoxide (DMSO) and m-nitrobenzyl alcohol (mNBA), in narrow-window data-independent acquisition (nDIA)-MS. DMSO markedly enhances MS signal and protein identification, whereas mNBA primarily increases peptide identifications. Optimizating nDIA-MS with 3% DMSO boosts signal intensity by up to 56%, enabling identification of ~9,600 proteins from 1 µg HeLa digest in 15 min. Using this methodology, we quantify solubility and abundance changes in 8,694 proteins across three cell lines following short-term treatment with the proteasome …
Downregulation Of Slc40a1 Leads To Iron Accumulation In Fibrotic Lung Fibroblasts, Quanjin Dang, Chaoqun Huang, Yurong Liang, Akshaya Surendran, Dharanya Muthiah, Kishore Vaddadi, Sankha Hewawasam, Tingting W Mills, Lin Liu
Downregulation Of Slc40a1 Leads To Iron Accumulation In Fibrotic Lung Fibroblasts, Quanjin Dang, Chaoqun Huang, Yurong Liang, Akshaya Surendran, Dharanya Muthiah, Kishore Vaddadi, Sankha Hewawasam, Tingting W Mills, Lin Liu
Faculty, Staff and Student Publications
Iron is an essential nutrient for almost all organisms. However, excess iron generates reactive oxygen species and causes tissue injuries. Iron is implicated in idiopathic pulmonary fibrosis (IPF). In this study, we examined iron accumulation in fibrotic lung fibroblasts and the underlying mechanisms. We hypothesize that the downregulation of Solute Carrier Family 40 Member 1 (SLC40A1) results in iron accumulation in lung fibroblasts of IPF patients. Using a Prussian Blue iron staining, we found that iron accumulated in the fibrotic region of the lungs from IPF patients and bleomycin- and asbestos-induced lung fibrosis mice. Iron was partially co-localized with the …
The Origin Of Hepatocellular Carcinoma Depends On Metabolic Zonation, Jason Guo, Roger Liang, Andrew Chung, Zhijie Li, Boyuan Li, Eric Chen, Lin Li, Jingjing Wang, Meng-Hsiung Hsieh, Ivy Xiangyi Fang, Benjamin Kroger, Yunguan Wang, Min Zhu, Xiongzhao Ren, Greg Mannino, Yuemeng Jia, Yonglong Wei, Stephen Moore, Daniel J Siegwart, Stephen S Chung, Zixi Wang, Tripti Sharma, Suman Komjeti, Yi Han, Purva Gopal, Guanghua Xiao, Tao Wang, Hao Zhu
The Origin Of Hepatocellular Carcinoma Depends On Metabolic Zonation, Jason Guo, Roger Liang, Andrew Chung, Zhijie Li, Boyuan Li, Eric Chen, Lin Li, Jingjing Wang, Meng-Hsiung Hsieh, Ivy Xiangyi Fang, Benjamin Kroger, Yunguan Wang, Min Zhu, Xiongzhao Ren, Greg Mannino, Yuemeng Jia, Yonglong Wei, Stephen Moore, Daniel J Siegwart, Stephen S Chung, Zixi Wang, Tripti Sharma, Suman Komjeti, Yi Han, Purva Gopal, Guanghua Xiao, Tao Wang, Hao Zhu
Faculty, Staff and Student Publications
The origin of cancer is poorly understood because premalignant cells are rarely followed in their native environments. Although the spatial compartmentalization of metabolic functions is critical for proper liver function, it is unknown whether cancers arise from some zones but not others and whether there are metabolic determinants of cancer risk. Zone-specific, mosaic introduction of Ctnnb1 (catenin beta 1) and Arid2 (AT-rich interaction domain 2) mutations, commonly co-mutated genes in hepatocellular carcinoma (HCC), in mouse models showed that position and metabolic context determine clone fates. Ctnnb1/Arid2-driven cancers were much more likely to arise in zone 3. The …
Designing Inclusive Newborn Sequencing Research: Insights From Parents In Underrepresented Communities, Maya C Del Rosario, Sheyenne A Walmsley, Barbara W Harrison, Crystal T Stephens, Bethany Zettler, Greysha Rivera-Cruz, Priyal Agrawal, Amy Brower, Stephanie Chigbu, Kurt D Christensen, Casie A Genetti, Richetta Givens, Nina B Gold, Inez V Reeves, Isabella Schichter, Habib Shariat, Sandra Simon, Hadley Stevens Smith, Melissa Uveges, Robert C Green, Ingrid A Holm, Stacey Pereira
Designing Inclusive Newborn Sequencing Research: Insights From Parents In Underrepresented Communities, Maya C Del Rosario, Sheyenne A Walmsley, Barbara W Harrison, Crystal T Stephens, Bethany Zettler, Greysha Rivera-Cruz, Priyal Agrawal, Amy Brower, Stephanie Chigbu, Kurt D Christensen, Casie A Genetti, Richetta Givens, Nina B Gold, Inez V Reeves, Isabella Schichter, Habib Shariat, Sandra Simon, Hadley Stevens Smith, Melissa Uveges, Robert C Green, Ingrid A Holm, Stacey Pereira
Center for Medical Ethics and Health Policy Staff Publications
Background: It is essential that studies of genomic sequencing (GS) in newborns and children include individuals from under-represented racial and ethnic groups (URG) to ensure future applications are equitably implemented. We conducted interviews with parents from URG to better understand their perspectives on GS research, develop strategies to reduce barriers to enrollment, and facilitate research participation.
Methods: Semi-structured interviews with 50 parents from URG.
Results: Nearly all parents said they would be interested in participating in an infant GS study. Parents were interested in participating in GS research for reasons including clinical utility, personal utility, and/or family health benefits. Deterrents …
Expression Spectrum Of Te-Driven Transcripts In Human Adult Tissues, Benpeng Miao, Xinlong Luo, Amina Ademovic, Yushan Yang, Tao P Wu, Bo A Zhang
Expression Spectrum Of Te-Driven Transcripts In Human Adult Tissues, Benpeng Miao, Xinlong Luo, Amina Ademovic, Yushan Yang, Tao P Wu, Bo A Zhang
Faculty, Staff and Students Publications
Background
Transposable elements (TEs) are vital components of eukaryotic genomes and have played a critical role in genome evolution. Although most TEs are silenced in the mammalian genome, increasing evidence suggests that certain TEs are actively involved in gene regulation during early developmental stages. However, the extent to which human TEs drive gene transcription in adult tissues remains largely unexplored.
Results
In this study, we systematically analyze 17,329 human transcriptomes to investigate how TEs influence gene transcription across 47 adult tissues. Our findings reveal that TE-driven transcripts are broadly expressed in human tissues, contributing to both housekeeping functions and tissue-specific …
Structures Of Invertebrate Pezo-1 Isoforms With A Compact Architecture And A Dispensable Pore-Distal N-Terminal Blade, Briar Bell, Angela M Jaramillo-Granada, Daniel J Orlin, Wei-Hsiang Weng, Haosheng Wen, Marcos Sotomayor, Alexander T Chesler, Matthew L Baker, Julio F Cordero-Morales, Valeria Vásquez
Structures Of Invertebrate Pezo-1 Isoforms With A Compact Architecture And A Dispensable Pore-Distal N-Terminal Blade, Briar Bell, Angela M Jaramillo-Granada, Daniel J Orlin, Wei-Hsiang Weng, Haosheng Wen, Marcos Sotomayor, Alexander T Chesler, Matthew L Baker, Julio F Cordero-Morales, Valeria Vásquez
Faculty, Staff and Student Publications
PIEZO channels are mechanosensitive ion channels conserved from plants to humans, yet structures exist for only a few mammalian orthologs. We define the structural and functional diversity of Caenorhabditis elegans PEZO-1, a single gene with extensive alternative splicing, by determining cryo-electron microscopy structures of three representative isoforms: G (full length), K (lacking the pore-distal N-terminal blade), and L (missing most of the blade). PEZO-1G displays mechanically evoked currents yet adopts a compact, semi-flattened conformation that significantly differs from the mammalian domes. The blades exhibit a three-step slope architecture stabilized by inter-blade latching among transmembrane helical units, yielding a circular, steering-wheel-like …
Structures Of Trpv1 Bound By Hyperthermia-Inducing Analgesics, Yu-Hao Gao, Yi-Zhe Huang, Zhao-Xing Li, Xiao-Ying Chen, Chang-Yan Shao, Han-Wen Li, Bin Liu, Fán Yang, Mei-Rong Chen, Mei-Ling Lu, Michael X Zhu, Fan Yang, Yi-Bei Xiao, Ye Yu
Structures Of Trpv1 Bound By Hyperthermia-Inducing Analgesics, Yu-Hao Gao, Yi-Zhe Huang, Zhao-Xing Li, Xiao-Ying Chen, Chang-Yan Shao, Han-Wen Li, Bin Liu, Fán Yang, Mei-Rong Chen, Mei-Ling Lu, Michael X Zhu, Fan Yang, Yi-Bei Xiao, Ye Yu
Faculty, Staff and Student Publications
TRPV1, a member of the transient receptor potential vanilloid subfamily, mediates nociception and thermoregulation. TRPV1-targeting analgesics frequently induce hyperthermia, underscoring the need for structural insights to guide the development of safer compounds. Here, we determined the structures of rat TRPV1 bound to the clinical candidate analgesics AMG517, AMG9810, and SB366791. AMG517 and AMG9810 are deeply situated within the S3-S4 interface of the vanilloid pocket, where they interact with residues from the S3-S6 helices, as well as the S4-S5 linker. These interactions induce local deformations in the TRP-box and lower S6 helix, accompanied by a modest rotation of the S1-S4 bundle, …
Differentiation In The Human Urothelia Is Defined By Distinct Alternative Polyadenylation, Ninh B Le, Surbhi Sona, Briana Santo, Yi Zhang, Rosie Ou, R Allen Schweickart, Veena Kochat, William I Padron, Kunal Rai, Shih-Han Lee, Joo Mi Yi, Oliver Wessely, Byron H Lee, Angela H Ting
Differentiation In The Human Urothelia Is Defined By Distinct Alternative Polyadenylation, Ninh B Le, Surbhi Sona, Briana Santo, Yi Zhang, Rosie Ou, R Allen Schweickart, Veena Kochat, William I Padron, Kunal Rai, Shih-Han Lee, Joo Mi Yi, Oliver Wessely, Byron H Lee, Angela H Ting
Faculty, Staff and Student Publications
Distinct epithelial cell states arise during differentiation, but mechanisms generating transcriptomic diversity among them remain poorly defined. The human ureter urothelium contains basal progenitor, intermediate cells, and terminally differentiated umbrella cells. Prior single-cell RNA sequencing revealed similar global gene expression profiles across these states, raising the question of how distinct identities emerge. Here, we show that alternative cleavage and polyadenylation (APA) introduces a major layer of transcriptomic diversity during urothelial differentiation, largely independent of changes in mRNA levels. Analysis of 13,544 urothelial cells identified hundreds of differentiation-associated APA events. Single-cell imaging revealed spatially specific APA patterns, and reporter assays demonstrated …
Differentiation In The Human Urothelia Is Defined By Distinct Alternative Polyadenylation, Ninh B Le, Surbhi Sona, Briana Santo, Yi Zhang, Rosie Ou, R Allen Schweickart, Veena Kochat, William I Padron, Kunal Rai, Shih-Han Lee, Joo Mi Yi, Oliver Wessely, Byron H Lee, Angela H Ting
Differentiation In The Human Urothelia Is Defined By Distinct Alternative Polyadenylation, Ninh B Le, Surbhi Sona, Briana Santo, Yi Zhang, Rosie Ou, R Allen Schweickart, Veena Kochat, William I Padron, Kunal Rai, Shih-Han Lee, Joo Mi Yi, Oliver Wessely, Byron H Lee, Angela H Ting
Faculty, Staff and Student Publications
Distinct epithelial cell states arise during differentiation, but mechanisms generating transcriptomic diversity among them remain poorly defined. The human ureter urothelium contains basal progenitor, intermediate cells, and terminally differentiated umbrella cells. Prior single-cell RNA sequencing revealed similar global gene expression profiles across these states, raising the question of how distinct identities emerge. Here, we show that alternative cleavage and polyadenylation (APA) introduces a major layer of transcriptomic diversity during urothelial differentiation, largely independent of changes in mRNA levels. Analysis of 13,544 urothelial cells identified hundreds of differentiation-associated APA events. Single-cell imaging revealed spatially specific APA patterns, and reporter assays demonstrated …
High Levels Of Circulating Mir-19a-3p In Patients With Metastatic Her2 + Breast Cancer Are Associated With A Favorable Prognosis And Anti-Tumor Immune Responses, Evan N Cohen, Hui Gao, Sanda Tin, Qiong Wu, Cristina Ivan, Naoto T Ueno, Wendy A Woodward, James M Reuben, Simone Anfossi
High Levels Of Circulating Mir-19a-3p In Patients With Metastatic Her2 + Breast Cancer Are Associated With A Favorable Prognosis And Anti-Tumor Immune Responses, Evan N Cohen, Hui Gao, Sanda Tin, Qiong Wu, Cristina Ivan, Naoto T Ueno, Wendy A Woodward, James M Reuben, Simone Anfossi
Faculty, Staff and Student Publications
Background: Trastuzumab, combined with chemotherapy, is the current standard treatment for both metastatic and early-stage HER2-positive (HER2 +) breast cancer. One of the mechanisms of action of trastuzumab is antibody-dependent cellular cytotoxicity (ADCC), which involves engaging FcγRIIIA (CD16) on natural killer (NK) cells. A competent immune system and properly functioning NK cells are crucial for effective ADCC, as they can influence favorable clinical outcomes. Resistance to trastuzumab often develops after about one year. We previously reported that elevated levels of miR-19a-3p in the serum of patients with metastatic HER2 + breast cancer treated with trastuzumab were associated with a favorable …
De Novo Variants In The Splicing Factor Gene Sf3b1 Are Associated With Neurodevelopmental Disorders, Kevin Uguen, Tiffany Bergot, Marie-Pier Scott-Boyer, Solène Chapalain, Camille Desdouets, Séverine Commet, Changlian Zhu, Yiran Xu, Yangong Wang, Tony Roscioli, Frederic Tran-Mau-Them, Laurence Faivre, Julien Maraval, Julian Delanne, Anne-Sophie Denommé-Pichon, Antonio Vitobello, Céline Jost, Marc Planes, Susan Hiatt, Patricia Wheeler, Claudia Gonzaga-Jauregui, Heng Wang, Baozhong Xin, Valerie Sency, Michael C Kruer, Somayeh Bakhtiari, Patrick Sulem, Cynthia Curry, Trine Prescott, Gertrud Strobl-Wildemann, Theresa Brunet, Martine Doco Fenzy, Thomas Courtin, Céline Poirsier, Trine Bjørg Hammer, Christina D Fenger, Melissa Macpherson, Kosuke Izumi, Jacqueline Leonard, Dong Li, Elaine H Zackai, Ian A Glass, Scott Ward, Philippe M Campeau, Maria Carla Hermida Borroto, Laurence Le Moigno, Hilde Van Esch, Liesbeth De Waele, Daniel G Calame, James R Lupski, Giulia Barcia, Cristina Peduto, Pauline Planté-Bordeneuve, Lucie Dupuis, Roberto Mendoza-Londono, Dimitri J Stavropoulos, Jennifer Gillibert-Duplantier, Thomas Besnard, Laura Do Souto Ferreira, Benjamin Cogné, Stéphane Bézieau, Arnaud Droit, Laurent Corcos, Eric Lippert, Claude Férec, Sebastien Küry, Delphine G Bernard
De Novo Variants In The Splicing Factor Gene Sf3b1 Are Associated With Neurodevelopmental Disorders, Kevin Uguen, Tiffany Bergot, Marie-Pier Scott-Boyer, Solène Chapalain, Camille Desdouets, Séverine Commet, Changlian Zhu, Yiran Xu, Yangong Wang, Tony Roscioli, Frederic Tran-Mau-Them, Laurence Faivre, Julien Maraval, Julian Delanne, Anne-Sophie Denommé-Pichon, Antonio Vitobello, Céline Jost, Marc Planes, Susan Hiatt, Patricia Wheeler, Claudia Gonzaga-Jauregui, Heng Wang, Baozhong Xin, Valerie Sency, Michael C Kruer, Somayeh Bakhtiari, Patrick Sulem, Cynthia Curry, Trine Prescott, Gertrud Strobl-Wildemann, Theresa Brunet, Martine Doco Fenzy, Thomas Courtin, Céline Poirsier, Trine Bjørg Hammer, Christina D Fenger, Melissa Macpherson, Kosuke Izumi, Jacqueline Leonard, Dong Li, Elaine H Zackai, Ian A Glass, Scott Ward, Philippe M Campeau, Maria Carla Hermida Borroto, Laurence Le Moigno, Hilde Van Esch, Liesbeth De Waele, Daniel G Calame, James R Lupski, Giulia Barcia, Cristina Peduto, Pauline Planté-Bordeneuve, Lucie Dupuis, Roberto Mendoza-Londono, Dimitri J Stavropoulos, Jennifer Gillibert-Duplantier, Thomas Besnard, Laura Do Souto Ferreira, Benjamin Cogné, Stéphane Bézieau, Arnaud Droit, Laurent Corcos, Eric Lippert, Claude Férec, Sebastien Küry, Delphine G Bernard
Faculty, Staff and Students Publications
SF3B1 is an essential and ubiquitous splicing factor that plays a pivotal role in the early steps of pre-mRNA splicing. Recurrent somatic missense mutations in SF3B1 are frequent in cancers, but no constitutional variant has been reported so far. We describe here a cohort of 26 individuals with neurodevelopmental disorders, harbouring SF3B1 constitutional heterozygous variants that appeared mostly de novo. Patients present with a global developmental delay, associated with variable neurological and facial dysmorphic traits. A dichotomy may emerge between patients harbouring predicted loss of function (n = 9) and missense variants (n = 17), the latter being associated with …
Using The Linear References From The Pangenome To Discover Missing Autism Variants, Yang Sui, Jiadong Lin, Michelle D Noyes, Youngjun Kwon, Isaac Wong, Nidhi Koundinya, William T Harvey, Mei Wu, Kendra Hoekzema, Katherine M Munson, Gage H Garcia, Jordan Knuth, Julie Wertz, Tianyun Wang, Kelsey Hennick, Druha Karunakaran, Rafael A Polo Prieto, Rebecca Meyer-Schuman, Fisher Cherry, Davut Pehlivan, Bernhard Suter, Jonas A Gustafson, Danny E Miller, Human Pangenome Reference Consortium (Hprc), Hanna Berk-Rauch, Tomasz J Nowakowski, Aravinda Chakravarti, Huda Y Zoghbi, Evan E Eichler
Using The Linear References From The Pangenome To Discover Missing Autism Variants, Yang Sui, Jiadong Lin, Michelle D Noyes, Youngjun Kwon, Isaac Wong, Nidhi Koundinya, William T Harvey, Mei Wu, Kendra Hoekzema, Katherine M Munson, Gage H Garcia, Jordan Knuth, Julie Wertz, Tianyun Wang, Kelsey Hennick, Druha Karunakaran, Rafael A Polo Prieto, Rebecca Meyer-Schuman, Fisher Cherry, Davut Pehlivan, Bernhard Suter, Jonas A Gustafson, Danny E Miller, Human Pangenome Reference Consortium (Hprc), Hanna Berk-Rauch, Tomasz J Nowakowski, Aravinda Chakravarti, Huda Y Zoghbi, Evan E Eichler
Duncan NRI Faculty and Staff Publications
To better understand large-effect pathogenic variation associated with autism, we generated long-read sequencing (LRS) data to construct phased and near-complete genome assemblies (average contig N50 = 43 Mbp, QV = 56) for 189 individuals from 51 families with unsolved cases. We applied read- and assembly-based strategies to facilitate comprehensive characterization of de novo mutations, structural variants (SVs), and DNA methylation. Using LRS pangenome controls, we efficiently filtered >97% of common SVs exclusive to 87 offspring. We find no evidence of increased autosomal SV burden for probands when compared to unaffected siblings yet observe a suggestive trend toward an increased SV …
Disease-Specific And Overall Survival For Patients With Lacrimal Gland Adenoid Cystic Carcinoma In Recent Decades, Bita Esmaeli, Zhouxuan Li, Tracy J Lu, Hila Goldberg, Jing Ning, James Matthew Debnam, Steven Jay Frank, Renata Ferrarotto
Disease-Specific And Overall Survival For Patients With Lacrimal Gland Adenoid Cystic Carcinoma In Recent Decades, Bita Esmaeli, Zhouxuan Li, Tracy J Lu, Hila Goldberg, Jing Ning, James Matthew Debnam, Steven Jay Frank, Renata Ferrarotto
Faculty, Staff and Student Publications
Purpose: To evaluate the presenting symptoms, and the overall survival (OS) and disease-specific survival (DSS) in patients with lacrimal gland adenoid cystic carcinoma (LGACC).
Methods: This retrospective single-centre cohort study included all consecutive patients with LGACC treated by the primary author from November 1998 through August 2024. Demographic data, presenting symptoms, the histological subtype of LGACC, type of surgical treatment, adjuvant radiotherapy or chemotherapy, T category at presentation and survival data were reviewed. Correlations between histological subtypes, T-category, type of surgery (eye sparing vs orbital exenteration), and DSS and OS were analysed.
Results: 52 patients had a median age of …
Cdk2 Inhibitor Blu-222 Synergizes With Cdk4/6 Inhibitors In Drug Resistant Breast Cancers Through P21/P27 Induction, Linjie Luo, Yan Wang, Tuyen Bui, Xiaoting Jiang, Mei-Kuang Chen, Xiayu Rao, Sepideh Mohammadhosseinpour, Mi Li, Serena Kim, Rachel Y Kim, Saba Kamaliasl, Carmen W Ulizio, Spyros Tsavachidis, Juliana Navarro-Yepes, Nicole M Kettner, Hannah Wingate, Funda Meric-Bernstam, Kelly K Hunt, Jing Wang, Kerrie Faia, Khandan Keyomarsi
Cdk2 Inhibitor Blu-222 Synergizes With Cdk4/6 Inhibitors In Drug Resistant Breast Cancers Through P21/P27 Induction, Linjie Luo, Yan Wang, Tuyen Bui, Xiaoting Jiang, Mei-Kuang Chen, Xiayu Rao, Sepideh Mohammadhosseinpour, Mi Li, Serena Kim, Rachel Y Kim, Saba Kamaliasl, Carmen W Ulizio, Spyros Tsavachidis, Juliana Navarro-Yepes, Nicole M Kettner, Hannah Wingate, Funda Meric-Bernstam, Kelly K Hunt, Jing Wang, Kerrie Faia, Khandan Keyomarsi
Faculty, Staff and Student Publications
Cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) combined with endocrine therapy are the standard first-line treatment for hormone receptor-positive, HER2-negative (HR+/HER2-) metastatic breast cancer, but resistance inevitably develops. In triple-negative breast cancer (TNBC), the efficacy of CDK4/6i remains uncertain. Our study shows that the selective CDK2 inhibitor BLU-222, while effective alone, enhances synergistic activity when combined with CDK4/6i in resistant HR+/HER2- and TNBC models, leading to increased apoptosis and cell cycle arrest. In vivo, combining BLU-222 with palbociclib or ribociclib produced significant antitumor activity across eight resistant models, driving durable tumor regression and prolonged survival. Mechanistically, BLU-222, alone or with palbociclib, upregulated …
Cdk2 Inhibitor Blu-222 Synergizes With Cdk4/6 Inhibitors In Drug Resistant Breast Cancers Through P21/P27 Induction, Linjie Luo, Yan Wang, Tuyen Bui, Xiaoting Jiang, Mei-Kuang Chen, Xiayu Rao, Sepideh Mohammadhosseinpour, Mi Li, Serena Kim, Rachel Y Kim, Saba Kamaliasl, Carmen W Ulizio, Spyros Tsavachidis, Juliana Navarro-Yepes, Nicole M Kettner, Hannah Wingate, Funda Meric-Bernstam, Kelly K Hunt, Jing Wang, Kerrie Faia, Khandan Keyomarsi
Cdk2 Inhibitor Blu-222 Synergizes With Cdk4/6 Inhibitors In Drug Resistant Breast Cancers Through P21/P27 Induction, Linjie Luo, Yan Wang, Tuyen Bui, Xiaoting Jiang, Mei-Kuang Chen, Xiayu Rao, Sepideh Mohammadhosseinpour, Mi Li, Serena Kim, Rachel Y Kim, Saba Kamaliasl, Carmen W Ulizio, Spyros Tsavachidis, Juliana Navarro-Yepes, Nicole M Kettner, Hannah Wingate, Funda Meric-Bernstam, Kelly K Hunt, Jing Wang, Kerrie Faia, Khandan Keyomarsi
Faculty, Staff and Student Publications
Cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) combined with endocrine therapy are the standard first-line treatment for hormone receptor-positive, HER2-negative (HR+/HER2-) metastatic breast cancer, but resistance inevitably develops. In triple-negative breast cancer (TNBC), the efficacy of CDK4/6i remains uncertain. Our study shows that the selective CDK2 inhibitor BLU-222, while effective alone, enhances synergistic activity when combined with CDK4/6i in resistant HR+/HER2- and TNBC models, leading to increased apoptosis and cell cycle arrest. In vivo, combining BLU-222 with palbociclib or ribociclib produced significant antitumor activity across eight resistant models, driving durable tumor regression and prolonged survival. Mechanistically, BLU-222, alone or with palbociclib, upregulated …
Simulated Complex Cells Contribute To Object Recognition Through Representational Untangling, Mitchell B Slapik, Harel Z Shouval
Simulated Complex Cells Contribute To Object Recognition Through Representational Untangling, Mitchell B Slapik, Harel Z Shouval
Faculty, Staff and Student Publications
The visual system performs a remarkable feat: it takes complex retinal activation patterns and decodes them for object recognition. This operation, termed "representational untangling," organizes neural representations by clustering similar objects together while separating different categories of objects. While representational untangling is usually associated with higher-order visual areas like the inferior temporal cortex, it remains unclear how the early visual system contributes to this process-whether through highly selective neurons or high-dimensional population codes. This article investigates how a computational model of early vision contributes to representational untangling. Using a computational visual hierarchy and two different data sets consisting of numerals …
Genomics Define Malignant Transformation In Myeloma Precursor Conditions, Francesco Maura, P Leif Bergsagel, Bachisio Ziccheddu, Shaji Kumar, Kylee Maclachlan, Andriy Derkach, Juan-Jose Garces, Ross Firestone, Esteban Braggio, Yan Asmann, Michael Durante, Benjamin T Diamond, Marios Papadimitriou, Malin Hultcrantz, Alessio Marella, Giancarlo Castellano, Akihiro Maeda, Marta Lionetti, Antonio Matera, Stefania Pioggia, Matteo Claudio Da Vià, Claudio De Magistris, Daniel Leongamornlert, Danny Deavila, Praneeth Reddy Sudalagunta, Rafael Renatino Canevarolo, Erin M Siegel, Phaedra Agius, Jamie Teer, Andrew Mcpherson, Yusuke Yamashita, Ariosto S Silva, Patrick Blaney, Rachid Baz, Krina K Patel, Peter Campbell, Gareth Morgan, Rafael Fonseca, Ola Landgren, Robert Z Orlowski, Kenneth H Shain, Niccolo Bolli, Saad Usmani, S Vincent Rajkumar
Genomics Define Malignant Transformation In Myeloma Precursor Conditions, Francesco Maura, P Leif Bergsagel, Bachisio Ziccheddu, Shaji Kumar, Kylee Maclachlan, Andriy Derkach, Juan-Jose Garces, Ross Firestone, Esteban Braggio, Yan Asmann, Michael Durante, Benjamin T Diamond, Marios Papadimitriou, Malin Hultcrantz, Alessio Marella, Giancarlo Castellano, Akihiro Maeda, Marta Lionetti, Antonio Matera, Stefania Pioggia, Matteo Claudio Da Vià, Claudio De Magistris, Daniel Leongamornlert, Danny Deavila, Praneeth Reddy Sudalagunta, Rafael Renatino Canevarolo, Erin M Siegel, Phaedra Agius, Jamie Teer, Andrew Mcpherson, Yusuke Yamashita, Ariosto S Silva, Patrick Blaney, Rachid Baz, Krina K Patel, Peter Campbell, Gareth Morgan, Rafael Fonseca, Ola Landgren, Robert Z Orlowski, Kenneth H Shain, Niccolo Bolli, Saad Usmani, S Vincent Rajkumar
Faculty, Staff and Student Publications
Multiple myeloma (MM) is consistently preceded by monoclonal gammopathy of undetermined significance (MGUS) and smoldering multiple myeloma (SMM). While these precursor conditions are asymptomatic, they are not entirely benign and carry a lifelong risk of progression to MM. Unlike other cancers defined by pathology, malignant transformation from MGUS or SMM to MM has so far relied on demonstration of clinical end-organ damage as morphology and cytogenetics cannot reliably distinguish them. In this study, using genomic data from 374 patients with MGUS or SMM (277 training, 97 validation), to our knowledge, we demonstrate for the first time the ability to identify …
Radionuclide-Stimulated Dynamic Therapy Induces Complementary Immunogenic Necroptosis And Apoptosis Cancer Cell Death Pathways, Christopher Egbulefu, Kvar Black, Xinming Su, Partha Karmakar, Lemoyne Habimana-Griffin, Gail Sudlow, Julie Prior, Ezugo Onejeme, Alex Zheleznyak, Baogang Xu, Yalin Xu, Alison Esser, Matthew Mixdorf, Evan Moss, Brad Manion, Cody Hongsermeier, Nisha Gamadia, Nicole Blasi, Luke Stallings, Chidube Alagbaoso, Nathan Reed, Matthew M Gubin, Chieh-Yu Lin, Robert Schreiber, Katherine Weilbaecher, Samuel Achilefu
Radionuclide-Stimulated Dynamic Therapy Induces Complementary Immunogenic Necroptosis And Apoptosis Cancer Cell Death Pathways, Christopher Egbulefu, Kvar Black, Xinming Su, Partha Karmakar, Lemoyne Habimana-Griffin, Gail Sudlow, Julie Prior, Ezugo Onejeme, Alex Zheleznyak, Baogang Xu, Yalin Xu, Alison Esser, Matthew Mixdorf, Evan Moss, Brad Manion, Cody Hongsermeier, Nisha Gamadia, Nicole Blasi, Luke Stallings, Chidube Alagbaoso, Nathan Reed, Matthew M Gubin, Chieh-Yu Lin, Robert Schreiber, Katherine Weilbaecher, Samuel Achilefu
Faculty, Staff and Student Publications
Radionuclide-stimulated dynamic therapy (RaST) utilizes Cerenkov-radiating radiopharmaceuticals to activate light-sensitive drugs and materials, generating reactive oxygen species (ROS) that inhibit cancer progression. However, the underlying cell death mechanisms are not fully understood. Using ROS-regenerative nanophotosensitizers coated with a tumor-targeting transferrin-titanocene complex and radiolabeled 2-fluorodeoxyglucose, we found that RaST induced apoptosis and necroptosis, characterized by the activation of RIPK-1, RIPK-3, nuclear factor kappa B, and mixed lineage kinase domain-like pseudokinase, leading to membrane permeabilization, cytokine release, and the expression of immunogenic damage-associated molecular patterns. In immune-deficient breast tumor-bearing mice with adequate stroma and growth factors, RaST did not prevent tumor growth …
Foxo1 Inhibition And Fadd Knockdown Have Opposing Effects On Anticancer Drug-Induced Cytotoxicity And P21 Expression In Osteosarcoma Cells, Danielle Walker, Antanay Hall, Alexis Bonwell, Nancy Gordon, Danielle Robinson, Mario G Hollomon
Foxo1 Inhibition And Fadd Knockdown Have Opposing Effects On Anticancer Drug-Induced Cytotoxicity And P21 Expression In Osteosarcoma Cells, Danielle Walker, Antanay Hall, Alexis Bonwell, Nancy Gordon, Danielle Robinson, Mario G Hollomon
Faculty, Staff and Student Publications
Forkhead box class O1 (FOXO1) and fas-associated death domain (FADD) regulate cell death pathways and homeostatic processes such as cell cycle progression and apoptosis. FADD phosphorylation promotes nuclear localization of FOXO1, and FOXO1 regulates FADD expression. Therefore, it is plausible that FOXO1 and FADD have synergistic or antagonistic effects on cell cycle regulation and the response to anticancer drug treatment in cancer cells. In the present study, we report that AS1842856-mediated inhibition of FOXO1 reverses anticancer drug-induced cytotoxicity, while FADD knockdown increases anticancer drug-induced cytotoxicity in osteosarcoma (OS). Reversed anticancer drug-induced cytotoxicity was accompanied by G2/M cell cycle arrest and …
Advances In Targeting Her2 Across Cancer Subtypes: A Pan-Tumor Approach, Taiwo Adesoye, Ecaterina E Dumbrava, Kanwal P S Raghav, Aysegul A Sahin, Hui Chen, Sunyoung S Lee, Milind M Javle, Shubham Pant, Omar Alhalabi, Xiuning Le, Vicente Valero, Paula R Pohlmann, Funda Meric-Bernstam
Advances In Targeting Her2 Across Cancer Subtypes: A Pan-Tumor Approach, Taiwo Adesoye, Ecaterina E Dumbrava, Kanwal P S Raghav, Aysegul A Sahin, Hui Chen, Sunyoung S Lee, Milind M Javle, Shubham Pant, Omar Alhalabi, Xiuning Le, Vicente Valero, Paula R Pohlmann, Funda Meric-Bernstam
Faculty, Staff and Student Publications
Human epidermal growth factor receptor 2 (HER2) is an established therapeutic target in multiple solid tumors, particularly breast and gastric cancers. Significant advancements have been made in the development of HER2-targeted therapies, including monoclonal antibodies, tyrosine kinase inhibitors, antibody-drug conjugates (ADC), and novel bispecific antibodies. These agents have revolutionized the treatment landscape for HER2-positive metastatic cancers, resulting in improved progression-free and overall survival, and quality of life for patients. Beyond breast and gastric cancers, HER2 expression/amplification has been observed in other solid tumors, such as colorectal, lung, bladder, ovarian, and biliary tract cancers, offering new opportunities for personalized therapy in …
Rab5c Increases Endothelial Release Of Vwf By Regulating Vesicle Trafficking, Paula Reventun, Pablo Toledano-Sanz, Maria Delgado-Marin, Maria Viskadourou, D Brian Foster, Paul S De Vries, Maria Sabater-Lleal, Nunzio Alcharani, Claudia Gonzalez-Cucharero, William O Osburn, Alanna C Morrison, Alisa S Wolberg, Nicholas L Smith, Marios Arvanitis, Charles J Lowenstein
Rab5c Increases Endothelial Release Of Vwf By Regulating Vesicle Trafficking, Paula Reventun, Pablo Toledano-Sanz, Maria Delgado-Marin, Maria Viskadourou, D Brian Foster, Paul S De Vries, Maria Sabater-Lleal, Nunzio Alcharani, Claudia Gonzalez-Cucharero, William O Osburn, Alanna C Morrison, Alisa S Wolberg, Nicholas L Smith, Marios Arvanitis, Charles J Lowenstein
Faculty, Staff and Student Publications
Background: Abnormal levels of VWF (von Willebrand Factor) are a risk factor for venous thromboembolism (VTE) and bleeding. Genome-wide association studies for VWF have identified novel candidate genes that may regulate VWF levels in humans, including RAB5C (RAS-associated protein RAB5C). We hypothesized that RAB5C regulates VWF release from endothelial cells.
Methods: We studied the effect of RAB5C on vesicle trafficking in human endothelial cells. We performed CRISPR (clustered regularly interspaced short palindromic repeats) interference targeting 2 genetic variants linked to altered VWF levels and evaluated RAB5C expression by reverse transcription-quantitative polymerase chain reaction. We silenced RAB5C or overexpressed RAB5C wild-type, …
Epigenome-Wide Association Study Meta-Analysis Of Bmi In African Americans, Kendra Ferrier, Mariaelisa Graff, Iain R Konigsberg, Maggie Stanislawski, Heather M Highland, Laura M Raffield, April P Carson, Eric Boerwinkle, Jill M Norris, Chris R Gignoux, Audrey E Hendricks, Sridharan Raghavan, Kari E North, Kristin L Young, Anne E Justice, Matthew A Allison, Mathew J Budoff, Silva Kasela, François Aguet, Joshua J Joseph, Charles Kooperberg, Stephen S Rich, Jerome I Rotter, Ethan M Lange, Leslie A Lange
Epigenome-Wide Association Study Meta-Analysis Of Bmi In African Americans, Kendra Ferrier, Mariaelisa Graff, Iain R Konigsberg, Maggie Stanislawski, Heather M Highland, Laura M Raffield, April P Carson, Eric Boerwinkle, Jill M Norris, Chris R Gignoux, Audrey E Hendricks, Sridharan Raghavan, Kari E North, Kristin L Young, Anne E Justice, Matthew A Allison, Mathew J Budoff, Silva Kasela, François Aguet, Joshua J Joseph, Charles Kooperberg, Stephen S Rich, Jerome I Rotter, Ethan M Lange, Leslie A Lange
Faculty, Staff and Student Publications
Despite considerable advances in identifying risk factors for obesity, gaps remain in our understanding about its etiology. Genetic variants explain only a small portion of variation in obesity-related traits such as body mass index (BMI). Epigenetic regulation, which controls gene expression and is influenced by environmental and genetic factors, may account for additional variability in BMI. Epigenetic studies of BMI have largely been conducted in European ancestry populations, despite the disproportionate burden of obesity in African Americans (AAs). We conducted a sex-stratified BMI epigenome-wide association study meta-analysis in AA participants from the Jackson Heart Study (n = 1,604) and …
Dna Methyltransferase Inhibitors In Hematological Malignancies And Solid Tumors, Valentin Wenger, Guillermo Garcia-Manero, Robert Zeiser, Michael Lübbert
Dna Methyltransferase Inhibitors In Hematological Malignancies And Solid Tumors, Valentin Wenger, Guillermo Garcia-Manero, Robert Zeiser, Michael Lübbert
Faculty, Staff and Student Publications
Epigenetic modifications such as DNA methylation play a fundamental role in oncogenesis and the progression of neoplasms neoplasias. DNA methyltransferase inhibitors (DNMTi) constitute a family of therapeutic agents that impede the methylation at the 5-position on cytosine nucleotides, thereby modulating the epigenetic regulation of tumor suppressor genes, oncogenes, and other key regulatory genes. The first-generation DNMTi azacitidine and decitabine have demonstrated substantial efficacy in the treatment of medically non-fit, older patients with acute myeloid leukemia (AML) or myelodysplastic syndrome (MDS) ineligible for intensive chemotherapy (IC), by virtue of their favorable safety profile. Despite these clinical achievements, however, single-agent DNMTi treatment …
Bdcd: A Comprehensive Brain Disease Cell-Cell Communication Database, Xinyi Liu, Citu Citu, Gang Qu, Wendao Liu, Nitesh Enduru, Andi Liu, Chia-Hao Tung, Zhongming Zhao
Bdcd: A Comprehensive Brain Disease Cell-Cell Communication Database, Xinyi Liu, Citu Citu, Gang Qu, Wendao Liu, Nitesh Enduru, Andi Liu, Chia-Hao Tung, Zhongming Zhao
Faculty, Staff and Student Publications
Dysregulated cell–cell communication (CCC) is increasingly recognized as a driver of brain disease pathology, contributing to neuroinflammation, synaptic dysfunction, and neurodegeneration. Nevertheless, existing resources remain limited in brain specificity, regional coverage, and functional annotation. To address this gap, we develop the Brain Disease Cell-cell communication Database (BDCD), the first comprehensive resource focused on CCC networks across major brain diseases. BDCD integrates 38 manually curated datasets, comprising 8 519 425 single cells from single-cell RNA-seq studies and 140 744 spots from spatial transcriptomic maps, spanning 14 brain regions and 13 canonical cell types covering Alzheimer’s disease, Parkinson’s disease, schizophrenia, bipolar disorder, …
Bridging Hypoxia And Vision Loss: The Emerging Role Of Connexins In Local And Systemic Eye Diseases, Xianping Zhang, Yalong Cheng, Jean X Jiang, Yuting Li
Bridging Hypoxia And Vision Loss: The Emerging Role Of Connexins In Local And Systemic Eye Diseases, Xianping Zhang, Yalong Cheng, Jean X Jiang, Yuting Li
Faculty, Staff and Student Publications
Hypoxic eye diseases represent a pivotal yet often underappreciated contributor to the onset and progression of many retinal disorders. When hypoxia persists or exceeds the tissue's compensatory capacity, it triggers pathological retinal neovascularization, blood-retinal barrier disruption, and neuronal apoptosis, ultimately resulting in irreversible visual impairment. Connexins (Cxs) form gap junction channels and hemichannels and regulate retinal cell proliferation, differentiation, and survival, thereby playing a central regulatory role in the pathogenesis of hypoxic ocular diseases. In addition to gap junctions, Cx hemichannels promote transmission of molecules between intra- and extracellular environments, further influencing retinal homeostasis under hypoxic stress. This review synthesizes …
Genome-Wide Gene By Sleepiness Interaction Analysis For Sleep Apnea, Pavithra Nagarajan, Nuzulul Kurniansyah, Jiwon Lee, Sina A Gharib, Yushan Xu, Yiyan Zhang, Brian Spitzer, Tariq Faquih, Hufeng Zhou, Eric Boerwinkle, Han Chen, Daniel J Gottlieb, Xiuqing Guo, Nancy L Heard-Costa, Bertha A Hidalgo, Daniel Levy, Peter Y Liu, Hao Mei, Rebecca Montalvan, Sutapa Mukherjee, Kari E North, George T O'Connor, Lyle J Palmer, Sanjay R Patel, Bruce M Psaty, Shaun M Purcell, Laura M Raffield, Stephen S Rich, Jerome I Rotter, Richa Saxena, Albert V Smith, Katie L Stone, Xiaofeng Zhu, Topmed Sleep Trait Working Group, Brian E Cade, Tamar Sofer, Susan Redline, Heming Wang
Genome-Wide Gene By Sleepiness Interaction Analysis For Sleep Apnea, Pavithra Nagarajan, Nuzulul Kurniansyah, Jiwon Lee, Sina A Gharib, Yushan Xu, Yiyan Zhang, Brian Spitzer, Tariq Faquih, Hufeng Zhou, Eric Boerwinkle, Han Chen, Daniel J Gottlieb, Xiuqing Guo, Nancy L Heard-Costa, Bertha A Hidalgo, Daniel Levy, Peter Y Liu, Hao Mei, Rebecca Montalvan, Sutapa Mukherjee, Kari E North, George T O'Connor, Lyle J Palmer, Sanjay R Patel, Bruce M Psaty, Shaun M Purcell, Laura M Raffield, Stephen S Rich, Jerome I Rotter, Richa Saxena, Albert V Smith, Katie L Stone, Xiaofeng Zhu, Topmed Sleep Trait Working Group, Brian E Cade, Tamar Sofer, Susan Redline, Heming Wang
Faculty, Staff and Student Publications
Study objectives: Excessive daytime sleepiness (EDS), influenced by environmental and social-behavioral factors, is reported by a subset of patients with sleep apnea-a group that may be at elevated cardiovascular risk. However, it is unclear whether sleep apnea with and without EDS have distinct genetic underpinnings. In this study, we perform gene-by-EDS interaction analyses for apnea hypopnea index, a diagnostic marker of sleep apnea severity, to understand EDS's influence on its underlying genetic risk.
Methods: Discovery interaction analyses for common variants and gene-based rare variants were conducted respectively using multi-ethnic Trans-Omics for Precision Medicine (N = 11 619) data, followed by …