Biomedical Informatics Commons^™

Biallelic Variants In Slc4a10 Encoding A Sodium-Dependent Bicarbonate Transporter Lead To A Neurodevelopmental Disorder, Reza Maroofian, Mina Zamani, Rauan Kaiyrzhanov, Lutz Liebmann, Ehsan Ghayoor Karimiani, Barbara Vona, Antje K Huebner, Daniel G Calame, Vinod K Misra, Saeid Sadeghian, Reza Azizimalamiri, Mohammad Hasan Mohammadi, Jawaher Zeighami, Sogand Heydaran, Mehran Beiraghi Toosi, Javad Akhondian, Meisam Babaei, Narges Hashemi, Rhonda E Schnur, Mohnish Suri, Jonas Setzke, Matias Wagner, Theresa Brunet, Christopher M Grochowski, Lisa Emrick, Wendy K Chung, Ute A Hellmich, Miriam Schmidts, James R Lupski, Hamid Galehdari, Mariasavina Severino, Henry Houlden, Christian A Hübner

Faculty, Staff and Students Publications

PURPOSE: SLC4A10 encodes a plasma membrane-bound transporter, which mediates Na+-dependent HCO3− import, thus mediating net acid extrusion. Slc4a10 knockout mice show collapsed brain ventricles, an increased seizure threshold, mild behavioral abnormalities, impaired vision, and deafness.

METHODS: Utilizing exome/genome sequencing in families with undiagnosed neurodevelopmental disorders and international data sharing, 11 patients from 6 independent families with biallelic variants in SLC4A10 were identified. Clinico-radiological and dysmorphology assessments were conducted. A minigene assay, localization studies, intracellular pH recordings, and protein modeling were performed to study the possible functional consequences of the variant alleles.

RESULTS: The families harbor 8 segregating ultra-rare biallelic SLC4A10 …

Novel Avenues Of Tau Research, Claire E Sexton, Gal Bitan, Kathryn R Bowles, Miroslaw Brys, Luc Buée, Mahmoud Bukar Maina, Claire D Clelland, Ann D Cohen, John F Crary, Jeffrey L Dage, Kristophe Diaz, Bess Frost, Li Gan, Alison M Goate, Lawrence I Golbe, Oskar Hansson, Celeste M Karch, Hartmuth C Kolb, Renaud La Joie, Suzee E Lee, Diana Matallana, Bruce L Miller, Chiadi U Onyike, Yakeel T Quiroz, Jessica E Rexach, Jonathan D Rohrer, Amy Rommel, Ghazaleh Sadri-Vakili, Suzanne E Schindler, Julie A Schneider, Reisa A Sperling, Charlotte E Teunissen, Stacie C Weninger, Susan L Worley, Hui Zheng, Maria C Carrillo

Faculty, Staff and Students Publications

INTRODUCTION: The pace of innovation has accelerated in virtually every area of tau research in just the past few years.

METHODS: In February 2022, leading international tau experts convened to share selected highlights of this work during Tau 2022, the second international tau conference co-organized and co-sponsored by the Alzheimer's Association, CurePSP, and the Rainwater Charitable Foundation.

RESULTS: Representing academia, industry, and the philanthropic sector, presenters joined more than 1700 registered attendees from 59 countries, spanning six continents, to share recent advances and exciting new directions in tau research.

DISCUSSION: The virtual meeting provided an opportunity to foster cross-sector collaboration …

Hmzdupfinder: A Robust Computational Approach For Detecting Intragenic Homozygous Duplications From Exome Sequencing Data, Haowei Du, Zain Dardas, Angad Jolly, Christopher M Grochowski, Shalini N Jhangiani, He Li, Donna Muzny, Jawid M Fatih, Gozde Yesil, Nursel H Elçioglu, Alper Gezdirici, Dana Marafi, Davut Pehlivan, Daniel G Calame, Claudia M B Carvalho, Jennifer E Posey, Tomasz Gambin, Zeynep Coban-Akdemir, James R Lupski

Faculty, Staff and Students Publications

Homozygous duplications contribute to genetic disease by altering gene dosage or disrupting gene regulation and can be more deleterious to organismal biology than heterozygous duplications. Intragenic exonic duplications can result in loss-of-function (LoF) or gain-of-function (GoF) alleles that when homozygosed, i.e. brought to homozygous state at a locus by identity by descent or state, could potentially result in autosomal recessive (AR) rare disease traits. However, the detection and functional interpretation of homozygous duplications from exome sequencing data remains a challenge. We developed a framework algorithm, HMZDupFinder, that is designed to detect exonic homozygous duplications from exome sequencing (ES) data. The …

Loss Of The Endoplasmic Reticulum Protein Tmem208 Affects Cell Polarity, Development, And Viability, Debdeep Dutta, Oguz Kanca, Rishi V Shridharan, Paul C Marcogliese, Benjamin Steger, Marie Morimoto, F Graeme Frost, Ellen Macnamara, Michael F Wangler, Shinya Yamamoto, Andreas Jenny, David Adams, May C Malicdan, Hugo J Bellen

Faculty, Staff and Students Publications

Nascent proteins destined for the cell membrane and the secretory pathway are targeted to the endoplasmic reticulum (ER) either posttranslationally or cotranslationally. The signal-independent pathway, containing the protein TMEM208, is one of three pathways that facilitates the translocation of nascent proteins into the ER. The in vivo function of this protein is ill characterized in multicellular organisms. Here, we generated a CRISPR-induced null allele of the fruit fly ortholog

Inhibition Of Csf1r And Kit With Pexidartinib Reduces Inflammatory Signaling And Cell Viability In Endometriosis, Timothy N Dunn, Dominique I Cope, Suni Tang, Tirupataiah Sirupangi, Sydney E Parks, Zian Liao, Fei Yuan, Chad J Creighton, Ramya P Masand, Linda Alpuing Radilla, Xiaoming Guan, Laura Detti, Diana Monsivais, Martin M Matzuk

Faculty, Staff and Students Publications

Endometriosis is a common and debilitating disease, affecting ∼170 million women worldwide. Affected patients have limited therapeutic options such as hormonal suppression or surgical excision of the lesions, though therapies are often not completely curative. Targeting receptor tyrosine kinases (RTKs) could provide a nonhormonal treatment option for endometriosis. We determined that 2 RTKs, macrophage-colony stimulating factor 1 receptor (CSF1R) and mast/stem cell growth factor receptor KIT (KIT), are overexpressed in endometriotic lesions and could be novel nonhormonal therapeutic targets for endometriosis. The kinase activity of CSF1R and KIT is suppressed by pexidartinib, a small molecule inhibitor that was recently approved …

Circulating Microrna Panel For Prediction Of Recurrence And Survival In Early-Stage Lung Adenocarcinoma, Mei-Chee Tai, Leonidas E Bantis, Gargy Parhy, Taketo Kato, Ichidai Tanaka, Chi-Wan Chow, Junya Fujimoto, Carmen Behrens, Tetsunari Hase, Koji Kawaguchi, Johannes F Fahrmann, Edwin J Ostrin, Kohei Yokoi, Toyofumi F Chen-Yoshikawa, Yoshinori Hasegawa, Samir M Hanash, Ignacio I Wistuba, Ayumu Taguchi

Faculty, Staff and Student Publications

Early-stage lung adenocarcinoma (LUAD) patients remain at substantial risk for recurrence and disease-related death, highlighting the unmet need of biomarkers for the assessment and identification of those in an early stage who would likely benefit from adjuvant chemotherapy. To identify circulating miRNAs useful for predicting recurrence in early-stage LUAD, we performed miRNA microarray analysis with pools of pretreatment plasma samples from patients with stage I LUAD who developed recurrence or remained recurrence-free during the follow-up period. Subsequent validation in 85 patients with stage I LUAD resulted in the development of a circulating miRNA panel comprising miR-23a-3p, miR-320c, and miR-125b-5p and …

Structural Insights Into The Molecular Mechanism Of High-Level Ceftazidime-Avibactam Resistance Conferred By Cmy-185, Akito Kawai, William C Shropshire, Masahiro Suzuki, Jovan Borjan, Samuel L Aitken, William C Bachman, Christi L Mcelheny, Micah M Bhatti, Ryan K Shields, Samuel A Shelburne, Yohei Doi

Faculty, Staff and Student Publications

β-Lactamases can accumulate stepwise mutations that increase their resistance profiles to the latest β-lactam agents. CMY-185 is a CMY-2-like β-lactamase and was identified in an Escherichia coli clinical strain isolated from a patient who underwent treatment with ceftazidime-avibactam. CMY-185, possessing four amino acid substitutions of A114E, Q120K, V211S, and N346Y relative to CMY-2, confers high-level ceftazidime-avibactam resistance, and accumulation of the substitutions incrementally enhances the level of resistance to this agent. However, the functional role of each substitution and their interplay in enabling ceftazidime-avibactam resistance remains unknown. Through biochemical and structural analysis, we present the molecular basis for the enhanced …

Matrin3 Mediates Differentiation Through Stabilizing Chromatin Loop-Domain Interactions And Yy1 Mediated Enhancer-Promoter Interactions, Tianxin Liu, Qian Zhu, Yan Kai, Trevor Bingham, Stacy Wang, Hye Ji Cha, Stuti Mehta, Thorsten M Schlaeger, Guo-Cheng Yuan, Stuart H Orkin

Faculty, Staff and Students Publications

Although emerging evidence indicates that alterations in proteins within nuclear compartments elicit changes in chromosomal architecture and differentiation, the underlying mechanisms are not well understood. Here we investigate the direct role of the abundant nuclear complex protein Matrin3 (Matr3) in chromatin architecture and development in the context of myogenesis. Using an acute targeted protein degradation platform (dTAG-Matr3), we reveal the dynamics of development-related chromatin reorganization. High-throughput chromosome conformation capture (Hi-C) experiments revealed substantial chromatin loop rearrangements soon after Matr3 depletion. Notably, YY1 binding was detected, accompanied by the emergence of novel YY1-mediated enhancer-promoter loops, which occurred concurrently with changes in …

Unraveling The Genetic Architecture Of Congenital Vertebral Malformation With Reference To The Developing Spine, Sen Zhao, Hengqiang Zhao, Lina Zhao, Xi Cheng, Zhifa Zheng, Mengfan Wu, Wen Wen, Shengru Wang, Zixiang Zhou, Haibo Xie, Dengfeng Ruan, Qing Li, Xinquan Liu, Chengzhu Ou, Guozhuang Li, Zhengye Zhao, Guilin Chen, Yuchen Niu, Xiangjie Yin, Yuhong Hu, Xiaochen Zhang, Deciphering Disorders Involving Scoliosis And Comorbidities (Disco) Study, Pengfei Liu, Guixing Qiu, Wanlu Liu, Chengtian Zhao, Zhihong Wu, Jianguo Zhang, Nan Wu

Faculty, Staff and Students Publications

Congenital vertebral malformation, affecting 0.13-0.50 per 1000 live births, has an immense locus heterogeneity and complex genetic architecture. In this study, we analyze exome/genome sequencing data from 873 probands with congenital vertebral malformation and 3794 control individuals. Clinical interpretation identifies Mendelian etiologies in 12.0% of the probands and reveals a muscle-related disease mechanism. Gene-based burden test of ultra-rare variants identifies risk genes with large effect sizes (ITPR2, TBX6, TPO, H6PD, and SEC24B). To further investigate the biological relevance of the genetic association signals, we perform single-nucleus RNAseq on human embryonic spines. The burden test signals are enriched in the notochord …

Identification Of New Egfr Inhibitors By Structure-Based Virtual Screening And Biological Evaluation, Shuyi Wang, Xiaotian Xu, Chuxin Pan, Qian Guo, Qinlan Li, Shanhe Wan, Zhonghuang Li, Jiajie Zhang, Xiaoyun Wu

Faculty, Staff and Student Publications

Epidermal growth factor receptor (EGFR) inhibitors have been used in clinical for the treatment of non-small-cell lung cancer for years. However, the emergence of drug resistance continues to be a major problem. To identify potential inhibitors, molecular docking-based virtual screening was conducted on ChemDiv and Enamine commercial databases using the Glide program. After multi-step VS and visual inspection, a total of 23 compounds with novel and varied structures were selected, and the predicted ADMET properties were within the satisfactory range. Further molecular dynamics simulations revealed that the reprehensive compound ZINC49691377 formed a stable complex with the allosteric pocket of EGFR …

Long-Term Non-Progression And Risk Factors For Disease Progression Among Children Living With Hiv In Botswana And Uganda: A Retrospective Cohort Study, Samuel Kyobe, Grace Kisitu, Savannah Mwesigwa, John Farirai, Eric Katagirya, Gaone Retshabile, Lesedi Williams, Angela Mirembe, Lesego Ketumile, Misaki Wayengera, John Mukisa, Gaseene Sebetso, Thabo Diphoko, Marion Amujal, Edgar Kigozi, Fred Katabazi, Ronald Oceng, Busisiwe Mlotshwa, Koketso Morapedi, Betty Nsangi, Edward Wampande, Masego Tsimako, Chester Brown, Ishmael Kasvosve, Moses Joloba, Gabriel Anabwani, Sununguko Mpoloka, Graeme Mardon, Adeodata Kekitiinwa, Neil A Hanchard, Jacqueline Kyosiimire-Lugemwa, Mogomotsi Matshaba, Dithan Kiragga

Faculty, Staff and Students Publications

OBJECTIVES: We utilize a large retrospective study cohort derived from electronic medical records to estimate the prevalence of long-term non-progression (LTNP) and determine the factors associated with progression among children infected with HIV in Botswana and Uganda.

METHODS: Electronic medical records from large tertiary HIV clinical centers in Botswana and Uganda were queried to identify LTNP children 0-18 years enrolled between June 2003 and May 2014 and extract demographic and nutritional parameters. Multivariate subdistribution hazard analyses were used to examine demographic factors and nutritional status in progression in the pre-antiretroviral therapy era.

RESULTS: Between the two countries, 14,246 antiretroviral therapy-naïve …

Deep Learning Prediction Boosts Phosphoproteomics-Based Discoveries Through Improved Phosphopeptide Identification, Xinpei Yi, Bo Wen, Shuyi Ji, Alexander B Saltzman, Eric J Jaehnig, Jonathan T Lei, Qiang Gao, Bing Zhang

Faculty, Staff and Students Publications

Shotgun phosphoproteomics enables high-throughput analysis of phosphopeptides in biological samples. One of the primary challenges associated with this technology is the relatively low rate of phosphopeptide identification during data analysis. This limitation hampers the full realization of the potential offered by shotgun phosphoproteomics. Here we present DeepRescore2, a computational workflow that leverages deep learning-based retention time and fragment ion intensity predictions to improve phosphopeptide identification and phosphosite localization. Using a state-of-the-art computational workflow as a benchmark, DeepRescore2 increases the number of correctly identified peptide-spectrum matches by 17% in a synthetic dataset and identifies 19% to 46% more phosphopeptides in biological …

The Ddhd2-Stxbp1 Interaction Mediates Long-Term Memory Via Generation Of Saturated Free Fatty Acids, Isaac O Akefe, Saber H Saber, Benjamin Matthews, Bharat G Venkatesh, Rachel S Gormal, Daniel G Blackmore, Suzy Alexander, Emma Sieriecki, Yann Gambin, Jesus Bertran-Gonzalez, Nicolas Vitale, Yann Humeau, Arnaud Gaudin, Sevannah A Ellis, Alysee A Michaels, Mingshan Xue, Benjamin Cravatt, Merja Joensuu, Tristan P Wallis, Frédéric A Meunier

Faculty, Staff and Students Publications

The phospholipid and free fatty acid (FFA) composition of neuronal membranes plays a crucial role in learning and memory, but the mechanisms through which neuronal activity affects the brain's lipid landscape remain largely unexplored. The levels of saturated FFAs, particularly of myristic acid (C14:0), strongly increase during neuronal stimulation and memory acquisition, suggesting the involvement of phospholipase A1 (PLA1) activity in synaptic plasticity. Here, we show that genetic ablation of the PLA1 isoform DDHD2 in mice dramatically reduces saturated FFA responses to memory acquisition across the brain. Furthermore, DDHD2 loss also decreases memory performance in reward-based learning and spatial memory …

Nonchromosomal Birth Defects And Risk Of Childhood Acute Leukemia: An Assessment In 15 000 Leukemia Cases And 46 000 Controls From The Childhood Cancer And Leukemia International Consortium, Philip J Lupo, Tiffany M Chambers, Beth A Mueller, Jacqueline Clavel, John D Dockerty, David R Doody, Friederike Erdmann, Sameera Ezzat, Tommaso Filippini, Johnni Hansen, Julia E Heck, Claire Infante-Rivard, Alice Y Kang, Corrado Magnani, Carlotta Malagoli, Erin L Marcotte, Catherine Metayer, Helen D Bailey, Ana M Mora, Evangelia Ntzani, Eleni Th Petridou, Maria S Pombo-De-Oliveira, Wafaa M Rashed, Eve Roman, Joachim Schüz, Catharina Wesseling, Logan G Spector, Michael E Scheurer

Faculty, Staff and Students Publications

Although recent studies have demonstrated associations between nonchromosomal birth defects and several pediatric cancers, less is known about their role on childhood leukemia susceptibility. Using data from the Childhood Cancer and Leukemia International Consortium, we evaluated associations between nonchromosomal birth defects and childhood leukemia. Pooling consortium data from 18 questionnaire-based and three registry-based case-control studies across 13 countries, we used multivariable logistic regression models to estimate odds ratios (ORs) and 95% confidence intervals (CIs) for the association between a spectrum of birth defects and leukemia. Our analyses included acute lymphoblastic leukemia (ALL, n = 13 115) and acute myeloid leukemia …

Sirt1 Safeguards Adipogenic Differentiation By Orchestrating Anti-Oxidative Responses And Suppressing Cellular Senescence, An Yu, Ruofan Yu, Haiying Liu, Chenliang Ge, Weiwei Dang

Faculty, Staff and Students Publications

Adipose tissue is an important endocrine organ that regulates metabolism, immune response and aging in mammals. Healthy adipocytes promote tissue homeostasis and longevity. SIRT1, a conserved NAD⁺-dependent deacetylase, negatively regulates adipogenic differentiation by deacetylating and inhibiting PPAR-γ. However, knocking out SIRT1 in mesenchymal stem cells (MSCs) in mice not only causes defects in osteogenesis, but also results in the loss of adipose tissues, suggesting that SIRT1 is also important for adipogenic differentiation.

Here, we report that severe impairment of SIRT1 function in MSCs caused significant defects and cellular senescence during adipogenic differentiation. These were observed only when inhibiting …

A Zika Virus Protein Expression Screen In Drosophila To Investigate Targeted Host Pathways During Development, Nichole Link, J Michael Harnish, Brooke Hull, Shelley Gibson, Miranda Dietze, Uchechukwu E Mgbike, Silvia Medina-Balcazar, Priya S Shah, Shinya Yamamoto

Faculty, Staff and Students Publications

In the past decade, Zika virus (ZIKV) emerged as a global public health concern. Although adult infections are typically mild, maternal infection can lead to adverse fetal outcomes. Understanding how ZIKV proteins disrupt development can provide insights into the molecular mechanisms of disease caused by this virus, which includes microcephaly. In this study, we generated a toolkit to ectopically express ZIKV proteins in vivo in Drosophila melanogaster in a tissue-specific manner using the GAL4/UAS system. We used this toolkit to identify phenotypes and potential host pathways targeted by the virus. Our work identified that expression of most ZIKV proteins caused …

Expression Of Atoh1, Gfi1, And Pou4f3 In The Mature Cochlea Reprograms Nonsensory Cells Into Hair Cells, Melissa M Mcgovern, Ishwar V Hosamani, Yichi Niu, Ken Y Nguyen, Chenghang Zong, Andrew K Groves

Faculty, Staff and Students Publications

Mechanosensory hair cells of the mature mammalian organ of Corti do not regenerate; consequently, loss of hair cells leads to permanent hearing loss. Although nonmammalian vertebrates can regenerate hair cells from neighboring supporting cells, many humans with severe hearing loss lack both hair cells and supporting cells, with the organ of Corti being replaced by a flat epithelium of nonsensory cells. To determine whether the mature cochlea can produce hair cells in vivo, we reprogrammed nonsensory cells adjacent to the organ of Corti with three hair cell transcription factors: Gfi1, Atoh1, and Pou4f3. We generated numerous hair cell–like …

Frozen Tissue Coring And Layered Histological Analysis Improves Cell Type-Specific Proteogenomic Characterization Of Pancreatic Adenocarcinoma, Sara R Savage, Yuefan Wang, Lijun Chen, Scott Jewell, Chelsea Newton, Yongchao Dou, Qing Kay Li, Oliver F Bathe, Ana I Robles, Gilbert S Omenn, Mathangi Thiagarajan, Hui Zhang, Galen Hostetter, Bing Zhang

Faculty, Staff and Students Publications

BACKGROUND: Omics characterization of pancreatic adenocarcinoma tissue is complicated by the highly heterogeneous and mixed populations of cells. We evaluate the feasibility and potential benefit of using a coring method to enrich specific regions from bulk tissue and then perform proteogenomic analyses.

METHODS: We used the Biopsy Trifecta Extraction (BioTExt) technique to isolate cores of epithelial-enriched and stroma-enriched tissue from pancreatic tumor and adjacent tissue blocks. Histology was assessed at multiple depths throughout each core. DNA sequencing, RNA sequencing, and proteomics were performed on the cored and bulk tissue samples. Supervised and unsupervised analyses were performed based on integrated molecular …

Systematic Review Of Mortality And Survival Rates For Apds, Jennifer Hanson, Penelope E Bonnen

Faculty, Staff and Students Publications

Activated phosphoinositide 3-kinase delta syndrome (APDS) is a rare genetic disorder that presents clinically as a primary immunodeficiency. Clinical presentation of APDS includes severe, recurrent infections, lymphoproliferation, lymphoma, and other cancers, autoimmunity and enteropathy. Autosomal dominant variants in two independent genes have been demonstrated to cause APDS. Pathogenic variants in PIK3CD and PIK3R1, both of which encode components of the PI3-kinase, have been identified in subjects with APDS. APDS1 is caused by gain of function variants in the PIK3CD gene, while loss of function variants in PIK3R1 have been reported to cause APDS2. We conducted a review of the medical …

Prevention And Potential Treatment Strategies For Respiratory Syncytial Virus, Bo-Wen Sun, Peng-Peng Zhang, Zong-Hao Wang, Xia Yao, Meng-Lan He, Rui-Ting Bai, Hao Che, Jing Lin, Tian Xie, Zi Hui, Xiang-Yang Ye, Li-Wei Wang

Faculty, Staff and Student Publications

Respiratory syncytial virus (RSV) is a significant viral pathogen that causes respiratory infections in infants, the elderly, and immunocompromised individuals. RSV-related illnesses impose a substantial economic burden worldwide annually. The molecular structure, function, and in vivo interaction mechanisms of RSV have received more comprehensive attention in recent times, and significant progress has been made in developing inhibitors targeting various stages of the RSV replication cycle. These include fusion inhibitors, RSV polymerase inhibitors, and nucleoprotein inhibitors, as well as FDA-approved RSV prophylactic drugs palivizumab and nirsevimab. The research community is hopeful that these developments might provide easier access to knowledge and …

Integrative Genomic Analyses Reveal Putative Cell Type-Specific Targets Of The Drosophila Ets Transcription Factor Pointed, Komal Kumar Bollepogu Raja, Kelvin Yeung, Yoon-Kyung Shim, Graeme Mardon

Faculty, Staff and Students Publications

The Ets domain transcription factors direct diverse biological processes throughout all metazoans and are implicated in development as well as in tumor initiation, progression and metastasis. The Drosophila Ets transcription factor Pointed (Pnt) is the downstream effector of the Epidermal growth factor receptor (Egfr) pathway and is required for cell cycle progression, specification, and differentiation of most cell types in the larval eye disc. Despite its critical role in development, very few targets of Pnt have been reported previously. Here, we employed an integrated approach by combining genome-wide single cell and bulk data to identify putative cell type-specific Pnt targets. …

Sigma Leverages Protein Structural Information To Predict The Pathogenicity Of Missense Variants, Hengqiang Zhao, Huakang Du, Sen Zhao, Zefu Chen, Yaqi Li, Kexin Xu, Bowen Liu, Xi Cheng, Wen Wen, Guozhuang Li, Guilin Chen, Zhengye Zhao, Guixing Qiu, Deciphering Disorders Involving Scoliosis & Comorbidities (Disco) Study, Pengfei Liu, Terry Jianguo Zhang, Zhihong Wu, Nan Wu

Faculty, Staff and Students Publications

Leveraging protein structural information to evaluate pathogenicity has been hindered by the scarcity of experimentally determined 3D protein. With the aid of AlphaFold2 predictions, we developed the structure-informed genetic missense mutation assessor (SIGMA) to predict missense variant pathogenicity. In comparison with existing predictors across labeled variant datasets and experimental datasets, SIGMA demonstrates superior performance in predicting missense variant pathogenicity (AUC = 0.933). We found that the relative solvent accessibility of the mutated residue contributed greatly to the predictive ability of SIGMA. We further explored combining SIGMA with other top-tier predictors to create SIGMA+, proving highly effective for variant pathogenicity prediction …

Novel Pan-Err Agonists Ameliorate Heart Failure Through Enhancing Cardiac Fatty Acid Metabolism And Mitochondrial Function, Weiyi Xu, Cyrielle Billon, Hui Li, Andrea Wilderman, Lei Qi, Andrea Graves, Jernie Rae Dela Cruz Rideb, Yuanbiao Zhao, Matthew Hayes, Keyang Yu, Mckenna Losby, Carissa S Hampton, Christiana M Adeyemi, Seok Jae Hong, Eleni Nasiotis, Chen Fu, Tae Gyu Oh, Weiwei Fan, Michael Downes, Ryan D Welch, Ronald M Evans, Aleksandar Milosavljevic, John K Walker, Brian C Jensen, Liming Pei, Thomas Burris, Lilei Zhang

Faculty, Staff and Students Publications

BACKGROUND: Cardiac metabolic dysfunction is a hallmark of heart failure (HF). Estrogen-related receptors ERRα and ERRγ are essential regulators of cardiac metabolism. Therefore, activation of ERR could be a potential therapeutic intervention for HF. However, in vivo studies demonstrating the potential usefulness of ERR agonist for HF treatment are lacking, because compounds with pharmacokinetics appropriate for in vivo use have not been available.

METHODS: Using a structure-based design approach, we designed and synthesized 2 structurally distinct pan-ERR agonists, SLU-PP-332 and SLU-PP-915. We investigated the effect of ERR agonist on cardiac function in a pressure overload-induced HF model in vivo. We …

Targeting Innate Immunity In Glioma Therapy, Andrew G Gillard, Dong Ho Shin, Lethan A Hampton, Andres Lopez-Rivas, Akhila Parthasarathy, Juan Fueyo, Candelaria Gomez-Manzano

Faculty, Staff and Student Publications

Currently, there is a lack of effective therapies for the majority of glioblastomas (GBMs), the most common and malignant primary brain tumor. While immunotherapies have shown promise in treating various types of cancers, they have had limited success in improving the overall survival of GBM patients. Therefore, advancing GBM treatment requires a deeper understanding of the molecular and cellular mechanisms that cause resistance to immunotherapy. Further insights into the innate immune response are crucial for developing more potent treatments for brain tumors. Our review provides a brief overview of innate immunity. In addition, we provide a discussion of current therapies …

Exploiting The Carboxylate-Binding Pocket Of Β-Lactamase Enzymes Using A Focused Dna-Encoded Chemical Library, Suhyeorn Park, Jiayi Fan, Srinivas Chamakuri, Murugesan Palaniappan, Kiran Sharma, Xuan Qin, Jian Wang, Zhi Tan, Allison Judge, Liya Hu, Banumathi Sankaran, Feng Li, B V Venkataram Prasad, Martin M Matzuk, Timothy Palzkill

Faculty, Staff and Students Publications

β-Lactamase enzymes hydrolyze and thereby provide bacterial resistance to the important β-lactam class of antibiotics. The OXA-48 and NDM-1 β-lactamases cause resistance to the last-resort β-lactams, carbapenems, leading to a serious public health threat. Here, we utilized DNA-encoded chemical library (DECL) technology to discover novel β-lactamase inhibitors. We exploited the β-lactamase enzyme-substrate binding interactions and created a DECL targeting the carboxylate-binding pocket present in all β-lactamases. A library of 10

Aging Fly Cell Atlas Identifies Exhaustive Aging Features At Cellular Resolution, Kenneth A Wilson, Sudipta Bar, Eric B Dammer, Enrique M Carrera, Brian A Hodge, Tyler A U Hilsabeck, Joanna Bons, George W Brownridge, Jennifer N Beck, Jacob Rose, Melia Granath-Panelo, Christopher S Nelson, Grace Qi, Akos A Gerencser, Jianfeng Lan, Alexandra Afenjar, Geetanjali Chawla, Rachel B Brem, Philippe M Campeau, Hugo J Bellen, Birgit Schilling, Nicholas T Seyfried, Lisa M Ellerby, Pankaj Kapahi

Faculty, Staff and Students Publications

Dietary restriction (DR) delays aging, but the mechanism remains unclear. We identified polymorphisms in mtd, the fly homolog of OXR1, which influenced lifespan and mtd expression in response to DR. Knockdown in adulthood inhibited DR-mediated lifespan extension in female flies. We found that mtd/OXR1 expression declines with age and it interacts with the retromer, which regulates trafficking of proteins and lipids. Loss of mtd/OXR1 destabilized the retromer, causing improper protein trafficking and endolysosomal defects. Overexpression of retromer genes or pharmacological restabilization with R55 rescued lifespan and neurodegeneration in mtd-deficient flies and endolysosomal defects in fibroblasts from patients with lethal loss-of-function …

Delineating The Mechanism Of Fragility At Bcl6 Breakpoint Region Associated With Translocations In Diffuse Large B Cell Lymphoma, Vidya Gopalakrishnan, Urbi Roy, Shikha Srivastava, Khyati M Kariya, Shivangi Sharma, Saniya M Javedakar, Bibha Choudhary, Sathees C Raghavan

Faculty, Staff and Student Publications

BCL6 translocation is one of the most common chromosomal translocations in cancer and results in its enhanced expression in germinal center B cells. It involves the fusion of BCL6 with any of its twenty-six Ig and non-Ig translocation partners associated with diffuse large B cell lymphoma (DLBCL). Despite being discovered long back, the mechanism of BCL6 fragility is largely unknown. Analysis of the translocation breakpoints in 5' UTR of BCL6 reveals the clustering of most of the breakpoints around a region termed Cluster II. In silico analysis of the breakpoint cluster sequence identified sequence motifs that could potentially fold into …

Genome-Wide Study Investigating Effector Genes And Polygenic Prediction For Kidney Function In Persons With Ancestry From Africa And The Americas, Odessica Hughes, Amy R Bentley, Charles E Breeze, Francois Aguet, Xiaoguang Xu, Girish Nadkarni, Quan Sun, Bridget M Lin, Thomas Gilliland, Mariah C Meyer, Jiawen Du, Laura M Raffield, Holly Kramer, Robert W Morton, Mateus H Gouveia, Elizabeth G Atkinson, Adan Valladares-Salgado, Niels Wacher-Rodarte, Nicole D Dueker, Xiuqing Guo, Yang Hai, Adebowale Adeyemo, Lyle G Best, Jianwen Cai, Guanjie Chen, Michael Chong, Ayo Doumatey, James Eales, Mark O Goodarzi, Eli Ipp, Marguerite Ryan Irvin, Minzhi Jiang, Alana C Jones, Charles Kooperberg, Jose E Krieger, Ethan M Lange, Matthew B Lanktree, James P Lash, Paulo A Lotufo, Ruth J F Loos, Vy Thi Ha My, Jesús Peralta-Romero, Lihong Qi, Leslie J Raffel, Stephen S Rich, Erik J Rodriquez, Eduardo Tarazona-Santos, Kent D Taylor, Jason G Umans, Jia Wen, Bessie A Young, Zhi Yu, Ying Zhang, Yii-Der Ida Chen, Tanja Rundek, Jerome I Rotter, Miguel Cruz, Myriam Fornage, Maria Fernanda Lima-Costa, Alexandre C Pereira, Guillaume Paré, Pradeep Natarajan, Shelley A Cole, April P Carson, Leslie A Lange, Yun Li, Eliseo J Perez-Stable, Ron Do, Fadi J Charchar, Maciej Tomaszewski, Josyf C Mychaleckyj, Charles Rotimi, Andrew P Morris, Nora Franceschini

Faculty, Staff and Students Publications

Chronic kidney disease is a leading cause of death and disability globally and impacts individuals of African ancestry (AFR) or with ancestry in the Americas (AMS) who are under-represented in genome-wide association studies (GWASs) of kidney function. To address this bias, we conducted a large meta-analysis of GWASs of estimated glomerular filtration rate (eGFR) in 145,732 AFR and AMS individuals. We identified 41 loci at genome-wide significance (p < 5 × 10−8), of which two have not been previously reported in any ancestry group. We integrated fine-mapped loci with epigenomic and transcriptomic resources to highlight potential effector genes relevant to kidney physiology and disease, and reveal key regulatory elements and pathways involved in renal function and development. We demonstrate the varying but increased predictive power offered by a multi-ancestry polygenic score for eGFR and highlight the importance of population diversity in GWASs and multi-omics resources to enhance opportunities for clinical translation for all.

Variants In The Wdr44 Wd40-Repeat Domain Cause A Spectrum Of Ciliopathy By Impairing Ciliogenesis Initiation, Andrea Accogli, Saurabh Shakya, Taewoo Yang, Christine Insinna, Soo Yeon Kim, David Bell, Kirill R Butov, Mariasavina Severino, Marcello Niceta, Marcello Scala, Hyun Sik Lee, Taekyeong Yoo, Jimmy Stauffer, Huijie Zhao, Chiara Fiorillo, Marina Pedemonte, Maria C Diana, Simona Baldassari, Viktoria Zakharova, Anna Shcherbina, Yulia Rodina, Christina Fagerberg, Laura Sønderberg Roos, Jolanta Wierzba, Artur Dobosz, Amanda Gerard, Lorraine Potocki, Jill A Rosenfeld, Seema R Lalani, Tiana M Scott, Daryl Scott, Mahshid S Azamian, Raymond Louie, Hannah W Moore, Neena L Champaigne, Grace Hollingsworth, Annalaura Torella, Vincenzo Nigro, Rafal Ploski, Vincenzo Salpietro, Federico Zara, Simone Pizzi, Giovanni Chillemi, Marzia Ognibene, Erin Cooney, Jenny Do, Anders Linnemann, Martin J Larsen, Suzanne Specht, Kylie J Walters, Hee-Jung Choi, Murim Choi, Marco Tartaglia, Phillippe Youkharibache, Jong-Hee Chae, Valeria Capra, Sung-Gyoo Park, Christopher J Westlake

Faculty, Staff and Students Publications

WDR44 prevents ciliogenesis initiation by regulating RAB11-dependent vesicle trafficking. Here, we describe male patients with missense and nonsense variants within the WD40 repeats (WDR) of WDR44, an X-linked gene product, who display ciliopathy-related developmental phenotypes that we can model in zebrafish. The patient phenotypic spectrum includes developmental delay/intellectual disability, hypotonia, distinct craniofacial features and variable presence of brain, renal, cardiac and musculoskeletal abnormalities. We demonstrate that WDR44 variants associated with more severe disease impair ciliogenesis initiation and ciliary signaling. Because WDR44 negatively regulates ciliogenesis, it was surprising that pathogenic missense variants showed reduced abundance, which we link to misfolding of …

Clinicalomicsdb: Exploring Molecular Associations Of Oncology Drug Responses In Clinical Trials, Chang In Moon, John Michael Elizarraras, Jonathan Thomas Lei, Byron Jia, Bing Zhang

Faculty, Staff and Students Publications

Matching patients to optimal treatment is challenging, in part due to the limited availability of real-world clinical datasets for predictive biomarker identification. The growing integration of omics profiling into clinical trials presents a new opportunity to tackle this challenge. Here, we introduce ClinicalOmicsDB, a web application for exploring molecular associations of oncology drug responses in clinical trials. This database includes transcriptomic data from 40 clinical trial studies, with 5913 patients spanning 11 cancer types. These studies include 67 treatment arms with a variety of chemotherapy, targeted therapy and immunotherapy drugs, and their combinations, which we organize based on an established …