Medical Genetics Commons^™

Multi-Trait And Multi-Ancestry Genetic Analysis Of Comorbid Lung Diseases And Traits Improves Genetic Discovery And Polygenic Risk Prediction, Yixuan He, Wenhan Lu, Yon Ho Jee, Mu-Yi Shih, Ying Wang, Kristin Tsuo, David C Qian, James A Diao, Hailiang Huang, Chirag J Patel, Jinyoung Byun, Bogdan Pasaniuc, Elizabeth G Atkinson, Christopher I Amos, Yen-Chen Anne Feng, Matthew Moll, Michael H Cho, Alicia R Martin

Faculty, Staff and Students Publications

While respiratory diseases such as chronic obstructive pulmonary disease (COPD) and asthma share many risk factors, most studies investigate them in isolation and in predominantly European-ancestry populations. Here, we conducted the most powerful multi-trait and multi-ancestry genetic analysis of respiratory diseases and auxiliary traits to date, identifying 25 new loci associated with lung function in individuals of East Asian ancestry. Using these results, we developed PRSxtra (cross-trait and cross-ancestry), a multi-trait and multi-ancestry polygenic risk score (PRS) approach that leverages shared components of heritable risk via pleiotropic effects. PRSxtra significantly improved the prediction of asthma, COPD and lung cancer compared …

Rare Heterozygous Missense Variants In Vsx2 Are Associated With Retinal Detachment, Daniel C Brock, Justin S Dhindsa, Yifan Chen, Vida Ravanmehr, Jonathan Mitchell, Fengyuan Hu, Xiaoyin Li, Likhita Nandigam, Quanli Wang, Kevin Wu, Jessica C Butts, Hardeep S Dhindsa, Benjamin J Frankfort, Nicholas M Tran, Slavé Petrovski, Ryan S Dhindsa

Duncan NRI Faculty and Staff Publications

Retinal detachment (RD) is a sight-threatening emergency requiring urgent intervention to prevent permanent vision loss. While both environmental and genetic risk factors contribute to RD, its complete genetic architecture remains unknown. Here, we performed the largest whole genome sequencing-based case-control study in RD to date, including data from 7,276 RD cases and 236,741 controls in the UK Biobank. Through variant- and gene-level association analyses, we identified VSX2 as a genetic determinant of RD risk while confirming established associations including FAT3, RDH5, and COL2A1. Gene-level collapsing analysis revealed that rare heterozygous missense variants in VSX2 confer a 2.8-fold …

Population-Scale Sequencing Resolves Determinants Of Persistent Ebv Dna, Sherry S Nyeo, Erin M Cumming, Oliver S Burren, Meghana S Pagadala, Jacob C Gutierrez, Thahmina A Ali, Laura C Kida, Yifan Chen, Hoyin Chu, Fengyuan Hu, Xueqing Zoe Zou, Benjamin Hollis, Margarete A Fabre, Stewart Macarthur, Quanli Wang, Leif S Ludwig, Kushal K Dey, Slavé Petrovski, Ryan S Dhindsa, Caleb A Lareau

Duncan NRI Faculty and Staff Publications

Epstein–Barr virus (EBV) is an endemic herpesvirus implicated in autoimmunity, cancer and neurological disorders. Although primary infection is often subclinical, persistent EBV infection can drive immune dysregulation and long-term complications. Despite the ubiquity of infection, the determinants of EBV persistence following primary exposure remain poorly understood, although human genetic variation partially contributes to this phenotypic spectrum1–3. Here we demonstrate that existing whole genome sequencing (WGS) data of human populations can be used to quantify persistent EBV DNA. Using WGS and health record data from the UK Biobank (n = 490,560) and All of Us ( …

Cleavage And Polyadenylation Specificity Factor Subunit 5 Regulates Pulmonary Artery Smooth Muscle Expansion And Hypoxic Response, Scott D Collum, Lisha Zhu, Tingting W Mills, Rene Girard, Jamie Tran, Tinne C J Mertens, Cory Wilson, Nancy Wareing, Erik E Suarez, Howard J Huang, Rahat Hussain, Bindu Akkanti, Wenjin J Zheng, Hari K Yalamanchili, Bela Patel, Eric J Wagner, Sandeep Agarwal, Harry Karmouty-Quintana

Faculty, Staff and Student Publications

Pulmonary hypertension (PH) is a fatal condition that affects individuals with systemic sclerosis (SSc), a multiorgan fibrotic disease with limited treatment options. A central feature of PH is vascular remodeling, defined by the narrowing of the arteriole lumen due to cell proliferation and extracellular matrix deposition. Herein, we identify a central mechanism that can regulate multiple transcripts important for vascular remodeling. The highlight of our study is the demonstration that reduced pulmonary artery smooth muscle (PASMC) Nudt21, which codes for the RNA binding protein Cleavage and Polyadenylation Specificity Factor Subunit 5 (CPSF5) The, known to regulate alternative polyadenylation, results …

Circulating Metabolites, Genetics And Lifestyle Factors In Relation To Future Risk Of Type 2 Diabetes, Jun Li, Jie Hu, Huan Yun, Zhendong Mei, Xingyan Wang, Kai Luo, Marta Guasch-Ferré, Xikun Han, Buu Truong, Jordi Merino, Chengyong Jia, Miguel Ruiz-Canela, Casey M Rebholz, Eun Hye Moon, Taryn Alkis, Guning Liu, Jie Yao, Xiyuan Zhang, Bianca C Porneala, Jordi Salas-Salvadó, Thomas J Wang, Josée Dupuis, Elizabeth Selvin, Xiuqing Guo, Shilpa N Bhupathiraju, Jennifer A Brody, Yongmei Liu, Alexis C Wood, Kari E North, Su Yon Jung, Ching-Ti Liu, Nona Sotoodehnia, Simin Liu, Lesley F Tinker, A Heather Eliassen, Joann E Manson, Jose C Florez, Robert E Gerszten, Clary B Clish, Liming Liang, Rozenn N Lemaitre, Katherine L Tucker, Stephen S Rich, Jerome I Rotter, Miguel Angel Martínez-González, Kathryn M Rexrode, James B Meigs, Eric Boerwinkle, Robert C Kaplan, Frank B Hu, Bing Yu, Qibin Qi

Faculty, Staff and Student Publications

The human metabolome reflects complex metabolic states affected by genetic and environmental factors. However, metabolites associated with type 2 diabetes (T2D) risk and their determinants remain insufficiently characterized. Here we integrated blood metabolomic, genomic and lifestyle data from up to 23,634 initially T2D-free participants from ten cohorts. Of 469 metabolites examined, 235 were associated with incident T2D during up to 26 years of follow-up, including 67 associations not previously reported across bile acid, lipid, carnitine, urea cycle and arginine/proline, glycine and histidine pathways. Further genetic analyses linked these metabolites to signaling pathways and clinical traits central to T2D pathophysiology, including …

Global Dose Prescription Variances Exemplified Through Oropharynx Cancer: When Is 70 Gray 70 Gray?, Christian Rønn Hansen, Tony Tadic, Manju Sharma, Gareth Price, Jens Petersen, Mohamed A Naser, Ying Xiao, Nataliya Kovalchuk, Pernille Lassen, Jens Overgaard, Lachlan Mcdowell, Prabhakar Ramachandran, Jun Won Kim, Clifton David Fuller, David J Thomson, Jørgen Johansen, Jeppe Friborg, Sue S Yom, Andrew Hope

Faculty, Staff and Student Publications

Purpose/objectives: Radiation therapy treatment planning hinges on a critical factor: the prescribed dose. Surprisingly, there is no consistent, standardized global approach to evaluating the dosimetry of this prescription across different centers treating head and neck cancer (HNC). This study aimed to quantify global dose variations for identical prescriptions across international centers treating oropharyngeal cancer, to establish the foundation for future outcome-based studies and improve consistency of interpretation worldwide.

Materials and methods: The study included patients with oropharyngeal cancer who were consecutively treated from 2017 onward with intensity-modulated radiation therapy or volumetric modulated arc therapy at 8 globally recognized radiation therapy …

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 …

High-Throughput Proteomic Profiling To Evaluate Differentiation Syndrome With Menin Inhibition, Miriam B Garcia, Bofei Wang, Irtiza Sheikh, Georgina El Hajjar, David Mccall, Cesar Nunez, Amber Gibson, Philip L Lorenzi, Ghayas C Issa, Branko Cuglievan, Hussein A Abbas

Faculty, Staff and Student Publications

High-throughput proteomic profiling provides a comprehensive analysis of systemic cancer effects and tumor microenvironment interactions. Characterizing soluble proteins driving inflammation in acute myeloid leukemia (AML) offers insight into inflammatory diseases like differentiation syndrome (DS) related to AML therapies like menin inhibitors. We present our application of NUcleic acid-Linked Immuno-Sandwich Assay (NULISA), a novel technology leveraging next-generation sequencing (NGS) for high-throughput, ultra-sensitive characterization of secreted inflammatory proteins in plasma or serum. Here we report its use to identify dynamic soluble protein changes during treatment and at the time of suspected DS in pediatric AML patients treated with the menin inhibitor revumenib …

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 …

Two Lysosomal Genes Atp13a2 And Gba1 Interact To Drive Neurodegeneration, Mingxue Gu, Jinghan Zhao, Mingxi Deng, Guang Lin, Xueyang Pan, Wenwen Lin, Mengqi Ma, Jinyong Kim, Seul Kee Byeon, Akhilesh Pandey, Lara M Lange, Chad A Shaw, Jonggeol Kim, Joanne Trinh, Christine Klein, Oguz Kanca, Joshua M Shulman, Hugo J Bellen

Duncan NRI Faculty and Staff Publications

Background: Parkinson’s disease (PD) is a genetically complex disorder in which combinations of heterozygous risk variants may contribute to pathogenesis. Many PD risk loci encode lysosomal genes, such as GBA1, a common and potent risk factor, conferring at least a 5-fold increase. However, the mechanisms of GBA1 penetrance remain poorly understood.

Methods: Using Drosophila melanogaster, we performed a genetic interaction screen of lysosomal storage disorder (LSD) genes to identify dominant modifiers of Gba1b (fly homolog of GBA1). Age-dependent locomotor assessments, electroretinograms (ERG), transmission electron microscopy (TEM) analyses and quantification of dopaminergic (DA) neurons were used to assess …

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 …

Seipin Expression In Hepatocytes Impairs The Assembly Of Vldls And Exacerbates Steatohepatitis, Qianqian Dong, Yidan Ma, Xin Chen, Xiaowei Wang, Ziwei Liu, Chenxi Liang, Liwen Qiu, Jinye Tang, Jin Wu, Yang Liu, Xiaoqin Wu, Yaru Zhou, Mingming Gao, Hongyuan Yang

Faculty, Staff and Student Publications

VLDLs are crucial for maintaining liver and whole-body lipid homeostasis. Limited knowledge exists regarding the lipidation process of VLDL. Endoplasmic reticulum (ER) luminal lipid droplets (LLDs) have been suggested to provide lipids for VLDL lipidation and maturation. Seipin, an integral membrane protein of the ER, plays key roles in the formation of cytoplasmic LDs (CLDs) and adipocyte differentiation. Surprisingly, seipin is hardly detectable in hepatocytes. Given the critical contribution of seipin in forming CLDs, we hypothesize that the absence of seipin in hepatocytes might ensure the proper formation of LLDs and the lipidation and assembly of VLDLs. To explore 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

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 …

The Cortico-Cortical And Subcortical Circuits Of The Human Brain Language Centers Including The Dual Limbic And Language Functioning Fiber Tracts, Arash Kamali, Nithya P Narayana, Anastasia Loiko, Anusha Gandhi, Paul E Schulz, Nitin Tandon, Manish N Shah, Vinodh A Kumar, Larry A Kramer, Jay-Jiguang Zhu, Haris Sair, Roy F Riascos, Khader M Hasan

Faculty, Staff and Student Publications

Background/Objectives: In recent years, MRI-based diffusion-weighted tractography techniques have uncovered additional white matter pathways that have significant roles in language processing and production. In this review, we aim to outline the major language centers of the brain and major language pathways along with association tracts that serve dual roles in both the language and limbic systems. According to the current dual-stream model of language processing, the brain's language network is organized into a dorsal stream, responsible for mapping sound to articulation, and a ventral stream, which maps sound to meaning.

Materials and Methods: The literature cited in this …

A Robust Convnext-Based Framework For Efficient, Generalizable, And Explainable Brain Tumor Classification On Mri, Kirti Pant, Pijush Kanti Dutta Pramanik, Zhongming Zhao

Faculty, Staff and Student Publications

Background: Accurate and dependable brain tumor classification from magnetic resonance imaging (MRI) is essential for clinical decision support, yet remains challenging due to inter-dataset variability, heterogeneous tumor appearances, and limited generalization of many deep learning models. Existing studies often rely on single-dataset evaluation, insufficient statistical validation, or lack interpretability, which restricts their clinical reliability and real-world deployment.

Methods: This study proposes a robust brain tumor classification framework based on the ConvNeXt Base architecture. The model is evaluated across three independent MRI datasets comprising four classes-glioma, meningioma, pituitary tumor, and no tumor. Performance is assessed using class-wise and aggregate metrics, including …

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 …

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

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 …

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, …

Mechanistic Insights Into The Antimicrobial Effect Of Benzodioxane-Benzamides Against Escherichia Coli, Lorenzo Suigo, Alessia Lanzini, Valentina Straniero, William Margolin

Faculty, Staff and Student Publications

Background/Objectives: The bacterial cell division machinery is emerging as an attractive target for antimicrobial compounds. FtsZ, a highly conserved essential division protein, is the target for a number of small molecules such as benzamides. Recent studies show that benzodioxane-benzamides (BDOBs) are among the most potent inhibitors of FtsZ function in Gram-positive bacteria, although their ability to inhibit Gram-negative FtsZ, in particular Escherichia coli FtsZ, has been more controversial.

Methods: Here, we use genetic and cytological methods to demonstrate that FtsZ of efflux pump-disabled E. coli can be efficiently targeted by BDOBs.

Results: We show that engineered mutants …