Digital Commons Network^™

Dna Methylation-Derived Immune Cell Proportions And Cancer Risk In Black Participants, Christopher S Semancik, Naisi Zhao, Devin C Koestler, Eric Boerwinkle, Jan Bressler, Rachel J Buchsbaum, Karl T Kelsey, Elizabeth A Platz, Dominique S Michaud

Faculty, Staff and Student Publications

Prior cohort studies assessing cancer risk based on immune cell subtype profiles have predominantly focused on White populations. This limitation obscures vital insights into how cancer risk varies across race. Immune cell subtype proportions were estimated using deconvolution based on leukocyte DNA methylation markers from blood samples collected at baseline on participants without cancer in the Atherosclerosis Risk in Communities Study. During a mean of 17.5 years of follow-up, 668 incident cancers were diagnosed in 2,467 Black participants. Cox proportional hazards regression was used to examine immune cell subtype proportions and overall cancer incidence and site-specific incidence (lung, breast, and …

Nongenetic And Genetic Factors Associated With White Matter Brain Aging: Exposome-Wide And Genome-Wide Association Study, Li Feng, Halley S Milleson, Zhenyao Ye, Travis Canida, Hongjie Ke, Menglu Liang, Si Gao, Shuo Chen, L Elliot Hong, Peter Kochunov, David K Y Lei, Tianzhou Ma

Faculty, Staff and Student Publications

BACKGROUND/OBJECTIVES: Human brain aging is a complex process that affects various aspects of brain function and structure, increasing susceptibility to neurological and psychiatric disorders. A number of nongenetic (e.g., environmental and lifestyle) and genetic risk factors are found to contribute to the varying rates at which the brain ages among individuals.

METHODS: In this paper, we conducted both an exposome-wide association study (XWAS) and a genome-wide association study (GWAS) on white matter brain aging in the UK Biobank, revealing the multifactorial nature of brain aging. We applied a machine learning algorithm and leveraged fractional anisotropy tract measurements from diffusion tensor …

Effects Of White Matter Hyperintensity Burden On Functional Outcome After Mild Versus Moderate-To-Severe Ischemic Stroke, Dong-Seok Gwak, Wi-Sun Ryu, Dawid Schellingerhout, Jinyong Chung, Hang-Rai Kim, Sang-Wuk Jeong, Beom Joon Kim, Joon-Tae Kim, Keun-Sik Hong, Jong-Moo Park, Man-Seok Park, Kang-Ho Choi, Tai Hwan Park, Kyungbok Lee, Sang-Soon Park, Kyusik Kang, Yong-Jin Cho, Hong-Kyun Park, Byung-Chul Lee, Kyung-Ho Yu, Mi-Sun Oh, Soo Joo Lee, Jae Guk Kim, Jae-Kwan Cha, Dae-Hyun Kim, Jun Lee, Moon-Ku Han, Ji Sung Lee, Hee-Joon Bae, Dong-Eog Kim

Faculty, Staff and Student Publications

It is uncertain whether the prognostic power of white matter hyperintensity (WMH) on post-stroke outcomes is modulated as a function of initial neurological severity, a critical determinant of outcome after stroke. This multi-center MRI study tested if higher WMH quintiles were associated with 3-month poor functional outcome (modified Rankin Scale ≥ 3) for mild versus moderate-to-severe ischemic stroke. Mild and moderate-to-severe stroke were defined as admission National Institute of Health Stroke Scale scores of 1-4 and ≥ 5, respectively. Mean age of the enrolled patients (n = 8918) was 67.2 ± 12.6 years and 60.1% male. The association between WMH …

A Framework For Human Evaluation Of Large Language Models In Healthcare Derived From Literature Review, Thomas Yu Chow Tam, Sonish Sivarajkumar, Sumit Kapoor, Alisa V Stolyar, Katelyn Polanska, Karleigh R Mccarthy, Hunter Osterhoudt, Xizhi Wu, Shyam Visweswaran, Sunyang Fu, Piyush Mathur, Giovanni E Cacciamani, Cong Sun, Yifan Peng, Yanshan Wang

Faculty, Staff and Student Publications

With generative artificial intelligence (GenAI), particularly large language models (LLMs), continuing to make inroads in healthcare, assessing LLMs with human evaluations is essential to assuring safety and effectiveness. This study reviews existing literature on human evaluation methodologies for LLMs in healthcare across various medical specialties and addresses factors such as evaluation dimensions, sample types and sizes, selection, and recruitment of evaluators, frameworks and metrics, evaluation process, and statistical analysis type. Our literature review of 142 studies shows gaps in reliability, generalizability, and applicability of current human evaluation practices. To overcome such significant obstacles to healthcare LLM developments and deployments, we …

The Association Between Sampling And Survival In Patients With Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant Therapy And Pancreaticoduodenectomy, Mehran Taherian, Matthew H G Katz, Laura R Prakash, Dongguang Wei, Yi Tat Tong, Zongshan Lai, Deyali Chatterjee, Hua Wang, Michael Kim, Ching-Wei D Tzeng, Naruhiko Ikoma, Robert A Wolff, Dan Zhao, Eugene J Koay, Anirban Maitra, Huamin Wang

Faculty, Staff and Student Publications

Adequate sampling is essential to an accurate pathologic evaluation of pancreatectomy specimens resected for pancreatic ductal adenocarcinoma (PDAC) after neoadjuvant therapy (NAT). However, limited data are available for the association between the sampling and survival in these patients. We examined the association of the entire submission of the tumor (ESOT) and the entire submission of the pancreas (ESOP) with disease-free survival (DFS) and overall survival (OS), as well as their correlations with clinicopathologic features, for 627 patients with PDAC who received NAT and pancreaticoduodenectomy. We demonstrated that both ESOT and ESOP were associated with lower ypT, less frequent perineural invasion, …

B Cells Drive Neuropathic Pain-Related Behaviors In Mice Through Igg-Fc Gamma Receptor Signaling, Michael J Lacagnina, Kendal F Willcox, Nabila Boukelmoune, Alexis Bavencoffe, Ishwarya Sankaranarayanan, Daniel T Barratt, Younus A Zuberi, Dorsa Dayani, Melissa V Chavez, Jonathan T Lu, Alex Bersellini Farinotti, Stephanie Shiers, Allison M Barry, Juliet M Mwirigi, Diana Tavares-Ferreira, Geoffrey A Funk, Anna M Cervantes, Camilla I Svensson, Edgar T Walters, Mark R Hutchinson, Cobi J Heijnen, Theodore J Price, Nathan T Fiore, Peter M Grace

Faculty, Staff and Student Publications

Neuroimmune interactions are essential for the development of neuropathic pain, yet the contributions of distinct immune cell populations have not been fully unraveled. Here, we demonstrate the critical role of B cells in promoting mechanical hypersensitivity (allodynia) after peripheral nerve injury in male and female mice. Depletion of B cells with a single injection of anti-CD20 monoclonal antibody at the time of injury prevented the development of allodynia. B cell-deficient (muMT) mice were similarly spared from allodynia. Nerve injury was associated with increased immunoglobulin G (IgG) accumulation in ipsilateral lumbar dorsal root ganglia (DRGs) and dorsal spinal cords. IgG was …

Nutrition Management In Children Less Than 5 Years Of Age With Glycogen Storage Disease Type I: Survey Results, Mary Sowa, Monica Boyer, Jessica Green, Surekha Pendyal, Heather Saavedra

Faculty, Staff and Student Publications

Background: Nutrition management for GSD Type I (GSDI; OMIM #232200, 232220) is complex, with the goal being to maintain euglycemia while minimizing metabolic derangements. Management guidelines were published in 2002 and 2014. However, there is limited information on the nuances of nutrition management and the unique feeding challenges of children.

Methods: A REDCap survey focusing on staffing and current practices in the nutrition management of children with GSD I who were < 5 years of age was sent to the metabolic dietitian's listserv and GMDI membership in 8/2023.

Results: There were 21 North American respondents. In 17/21 clinics (81%), Prosobee® was the primary choice for infant formula. Dietitians used different methods to determine hourly glucose needs. Fasting …

Transient Elastography And Diffusion-Weighted Magnetic Resonance Imaging For Assessment Of Liver Fibrosis In Children With Chronic Hepatitis C, Mohamed A El-Guindi, Alif A Allam, Ahmed A Abdel-Razek, Gihan A Sobhy, Menan E Salem, Mohamed A Abd-Allah, Mostafa M Sira

Faculty, Staff and Student Publications

BACKGROUND: Chronic hepatitis C (CHC) is a health burden with consequent morbidity and mortality. Liver biopsy is the gold standard for evaluating fibrosis and assessing disease severity and prognostic purposes post-treatment. Noninvasive alternatives for liver biopsy such as transient elastography (TE) and diffusion-weighted magnetic resonance imaging (DW-MRI) are critical needs.

AIM: To evaluate TE and DW-MRI as noninvasive tools for predicting liver fibrosis in children with CHC.

METHODS: This prospective cross-sectional study initially recruited 100 children with CHC virus infection. Sixty-four children completed the full set of investigations including liver stiffness measurement (LSM) using TE and measurement of apparent diffusion …

Stimulation Of An Entorhinal-Hippocampal Extinction Circuit Facilitates Fear Extinction In A Post-Traumatic Stress Disorder Model, Ze-Jie Lin, Xue Gu, Wan-Kun Gong, Mo Wang, Yan-Jiao Wu, Qi Wang, Xin-Rong Wu, Xin-Yu Zhao, Michael X Zhu, Lu-Yang Wang, Quanying Liu, Ti-Fei Yuan, Wei-Guang Li, Tian-Le Xu

Faculty, Staff and Student Publications

Effective psychotherapy of post-traumatic stress disorder (PTSD) remains challenging owing to the fragile nature of fear extinction, for which the ventral hippocampal CA1 (vCA1) region is considered as a central hub. However, neither the core pathway nor the cellular mechanisms involved in implementing extinction are known. Here, we unveil a direct pathway, where layer 2a fan cells in the lateral entorhinal cortex (LEC) target parvalbumin-expressing interneurons (PV-INs) in the vCA1 region to propel low-gamma-band synchronization of the LEC-vCA1 activity during extinction learning. Bidirectional manipulations of either hippocampal PV-INs or LEC fan cells sufficed for fear extinction. Gamma entrainment of vCA1 …

Thrombectomy For Stroke With Large Infarct On Noncontrast Ct: The Tesla Randomized Clinical Trial, Writing Committee For The Tesla Investigators, Albert J Yoo, Osama O Zaidat, Sunil A Sheth, Ansaar T Rai, Santiago Ortega-Gutierrez, Curtis A Given, Syed F Zaidi, Ramesh Grandhi, Hugo Cuellar, Maxim Mokin, Jeffrey M Katz, Amer Alshekhlee, Muhammad A Taqi, Sameer A Ansari, Adnan H Siddiqui, Nobl Barazangi, Joey D English, Alberto Maud, Jawad Kirmani, Rishi Gupta, Dileep R Yavagal, Jason Tarpley, Dhruvil J Pandya, Marshall C Cress, Sushrut Dharmadhikari, Kaiz S Asif, Tareq Kass-Hout, Ajit S Puri, Nazli Janjua, Aniel Q Majjhoo, Aamir Badruddin, Randall C Edgell, Rakesh Khatri, Larry Morgan, Anmar Razak, Alicia Zha, Priyank Khandelwal, Nils Mueller-Kronast, Dennis J Rivet, Thomas Wolfe, Brian Snelling, Ali Sultan-Qurraie, Shao-Pow Lin, Rajkamal Khangura, Alejandro M Spiotta, Parita Bhuva, Sergio Salazar-Marioni, Eugene Lin, Abdul R Tarabishy, Edgar A Samaniego, Murali K Kolikonda, Mouhammad A Jumaa, Vivek K Reddy, Pankaj Sharma, Olvert A Berkhemer, Pieter-Jan Van Doormaal, Adriaan C G M Van Es, Wim H Van Zwam, Bart J Emmer, Ludo F Beenen, Charles B L M Majoie, Nancy Buderer, Michelle A Detry, Anna Bosse, Todd L Graves, Christina Saunders, Lucas Elijovich, Ashutosh Jadhav, Mary Patterson, Hannah Slight, Kristine Below, Sami Al Kasab, Tesla Investigators

Faculty, Staff and Student Publications

Importance: Recent large infarct thrombectomy trials used heterogeneous imaging modalities and time windows for patient selection. Noncontrast computed tomographic (CT) scan is the most common stroke imaging approach. It remains uncertain whether thrombectomy is effective for patients with large infarcts identified using noncontrast CT alone within 24 hours of stroke onset.

Objective: To evaluate the effect of thrombectomy in patients with a large infarct on a noncontrast CT scan within 24 hours of onset.

Design, setting, and participants: Open-label, blinded-end point, bayesian-adaptive randomized trial with interim analyses for early stopping (futility or success) or population enrichment, which was conducted at …

Financial Toxicity In Breast Cancer Patients Receiving Regional Nodal Irradiation: Variation By Cancer Subtype, Grace L Smith, Benjamin D Smith, Chi-Fang Wu, Simona F Shaitelman, Mariana Chavez-Macgregor, Rashmi Murthy, Kelsey Kaiser, Kimberly S Ku, Julia J Shi, Sanjay S Shete, Ying-Shiuan Chen, Robert J Volk, Sharon H Giordano, Ya-Chen T Shih, Karen E Hoffman

Faculty, Staff and Student Publications

BACKGROUND: We evaluated sociodemographic and clinical predictors of financial toxicity (FT) among patients with breast cancer with higher risk clinical factors warranting regional nodal irradiation (RNI).

METHODS: Among 183 participants in a clinical trial of conventional vs. hypofractionated treatment with RNI, 125 (68 %) completed a pilot survey of FT measured using the validated Economic Strain and Resilience in Cancer (ENRICh) instrument, scored from 0 (minimal) to 10 (severe) FT. Associations with predictors were evaluated using Pearson correlation coefficients and Kruskal Wallis, Mann-Whitney U, and Jonckheere-Terpstra tests. Predictors of severe FT (ENRICh≥5) were tested using multivariable logistic regression with odds …

Current Status And Research Directions In Acute Myeloid Leukemia, Hagop Kantarjian, Gautam Borthakur, Naval Daver, Courtney D Dinardo, Ghayas Issa, Elias Jabbour, Tapan Kadia, Koji Sasaki, Nicholas J Short, Musa Yilmaz, Farhad Ravandi

Faculty, Staff and Student Publications

The understanding of the molecular pathobiology of acute myeloid leukemia (AML) has spurred the identification of therapeutic targets and the development of corresponding novel targeted therapies. Since 2017, twelve agents have been approved for the treatment of AML subsets: the BCL2 inhibitor venetoclax; the CD33 antibody drug conjugate gemtuzumab ozogamicin; three FLT3 inhibitors (midostaurin, gilteritinib, quizartinib); three IDH inhibitors (ivosidenib and olutasidenib targeting IDH1 mutations; enasidenib targeting IDH2 mutations); two oral hypomethylating agents (oral poorly absorbable azacitidine; fully absorbable decitabine-cedazuridine [latter approved as an alternative to parenteral hypomethylating agents in myelodysplastic syndrome and chronic myelomonocytic leukemia but commonly used in …

Gut Phageome In Mexican Americans: A Population At High Risk For Metabolic Dysfunction-Associated Steatotic Liver Disease And Diabetes, Suet-Ying Kwan, Caroline M Sabotta, Lorenzo R Cruz, Matthew C Wong, Nadim J Ajami, Joseph B Mccormick, Susan P Fisher-Hoch, Laura Beretta

Faculty, Staff and Student Publications

Mexican Americans are disproportionally affected by metabolic dysfunction-associated steatotic liver disease (MASLD), which often co-occurs with diabetes. Despite extensive evidence on the causative role of the gut microbiome in MASLD, studies determining the involvement of the gut phageome are scarce. In this cross-sectional study, we characterized the gut phageome in Mexican Americans of South Texas by stool shotgun metagenomic sequencing of 340 subjects, concurrently screened for liver steatosis by transient elastography. Inter-individual variations in the phageome were associated with gender, country of birth, diabetes, and liver steatosis. The phage signatures for diabetes and liver steatosis were subsequently determined. Enrichment of …

Loss Of Hd-Ptp Function Results In Lipodystrophy, Defective Cellular Signaling And Altered Lipid Homeostasis, Destiny F Schultz, Brian A Davies, Johanna A Payne, Cole P Martin, Annabel Y Minard, Bennett G Childs, Cheng Zhang, Karthik B Jeganathan, Ines Sturmlechner, Thomas A White, Alain De Bruin, Liesbeth Harkema, Huiqin Chen, Michael A Davies, Sarah Jachim, Nathan K Lebrasseur, Robert C Piper, Hu Li, Darren J Baker, Jan Van Deursen, Daniel D Billadeau, David J Katzmann

Faculty, Staff and Student Publications

His domain protein tyrosine phosphatase (HD-PTP; also known as PTPN23) facilitates function of the endosomal sorting complexes required for transport (ESCRTs) during multivesicular body (MVB) formation. To uncover its role in physiological homeostasis, embryonic lethality caused by a complete lack of HD-PTP was bypassed through generation of hypomorphic mice expressing reduced protein, resulting in animals that are viable into adulthood. These mice exhibited marked lipodystrophy and decreased receptor-mediated signaling within white adipose tissue (WAT), involving multiple prominent pathways including RAS/MAPK, phosphoinositide 3-kinase (PI3K)/AKT and receptor tyrosine kinases (RTKs), such as EGFR. EGFR signaling was dissected in vitro to assess the …

Longitudinal Intravascular Antibody Labeling Identified Regulatory T Cell Recruitment As A Therapeutic Target In A Mouse Model Of Lung Cancer, Sean-Luc Shanahan, Nikesh Kunder, Charles Inaku, Natalie B Hagan, Grace Gibbons, Nicolas Mathey-Andrews, Gayathri Anandappa, Shawn Soares, Kristen E Pauken, Tyler Jacks, Jason M Schenkel

Faculty, Staff and Student Publications

Anticancer immunity is predicated on leukocyte migration into tumors. Once recruited, leukocytes undergo substantial reprogramming to adapt to the tumor microenvironment. A major challenge in the field is distinguishing recently recruited from resident leukocytes in tumors. In this study, we developed an intravascular Ab technique to label circulating mouse leukocytes before they migrate to tissues, providing unprecedented insight into the kinetics of recruitment. This approach unveiled the substantial role of leukocyte migration in tumor progression using a preclinical mouse model of lung adenocarcinoma. Regulatory T cells (Tregs), critical mediators of immunosuppression, were continuously and rapidly recruited into tumors throughout cancer …

Expanding The Crispr Base Editing Toolbox In Drosophila Melanogaster, Michael Clark, Christina Nguyen, Hung Nguyen, Aidan Tay, Samuel J Beach, Maciej Maselko, Víctor López Del Amo

Faculty, Staff and Student Publications

CRISPR base editors can introduce point mutations into DNA precisely, and cytosine base editors (CBEs) catalyze C to T transitions. While CBEs have been thoroughly explored in cell culture and organisms such as mice, little is known about DNA base editing in insects. In this study, we evaluated germline editing rates of three different CBEs expressed under actin (ubiquitous) or nanos (germline) promoters utilizing Drosophila melanogaster. The original Rattus norvegicus-derived cytosine deaminase APOBEC1 (rAPO-1) displayed high base editing rates (~99%) with undetectable indel formation. Additionally, we show that base editors can be used for generating male sterility and female lethality. …

Barriers And Opportunities In Pancreatic Cancer Immunotherapy, Yixin Ju, Dongzhi Xu, Miao-Miao Liao, Yutong Sun, Wen-Dai Bao, Fan Yao, Li Ma

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) presents a fatal clinical challenge characterized by a dismal 5-year overall survival rate, primarily due to the lack of early diagnosis and limited therapeutic efficacy. Immunotherapy, a proven success in multiple cancers, has yet to demonstrate significant benefits in PDAC. Recent studies have revealed the immunosuppressive characteristics of the PDAC tumor microenvironment (TME), including immune cells with suppressive properties, desmoplastic stroma, microbiome influences, and PDAC-specific signaling pathways. In this article, we review recent advances in understanding the immunosuppressive TME of PDAC, TME differences among various mouse models of pancreatic cancer, and the mechanisms underlying resistance to …

Zeolite-Promoted Platinum Catalyst For Efficient Reduction Of Nitrogen Oxides With Hydrogen, Shaohua Xie, Liping Liu, Yuejin Li, Kailong Ye, Daekun Kim, Xing Zhang, Hongliang Xin, Lu Ma, Steven N Ehrlich, Fudong Liu

Faculty, Staff and Student Publications

Internal combustion engine fueled by carbon-free hydrogen (H2-ICE) offers a promising alternative for sustainable transportation. Herein, we report a facile and universal strategy through the physical mixing of Pt catalyst with zeolites to significantly improve the catalytic performance in the selective catalytic reduction of nitrogen oxides (NOx) with H2 (H2-SCR), a process aiming at NOx removal from H2-ICE. Via the physical mixing of Pt/TiO2 with Y zeolite (Pt/TiO2 + Y), a remarkable enhancement of NOx reduction activity and N2 selectivity was simultaneously achieved. The incorporation of Y zeolite effectively captured the in-situ generated water, fostering a water-rich environment surrounding the …

Persistent Tailoring Of Msc Activation Through Genetic Priming, Michael A Beauregard, Guy C Bedford, Daniel A Brenner, Leonardo D Sanchez Solis, Tomoki Nishiguchi, Abhimanyu, Santiago Carrero Longlax, Barun Mahata, Omid Veiseh, Pamela L Wenzel, Andrew R Dinardo, Isaac B Hilton, Michael R Diehl

Faculty, Staff and Student Publications

Mesenchymal stem/stromal cells (MSCs) are an attractive platform for cell therapy due to their safety profile and unique ability to secrete broad arrays of immunomodulatory and regenerative molecules. Yet, MSCs are well known to require preconditioning or priming to boost their therapeutic efficacy. Current priming methods offer limited control over MSC activation, yield transient effects, and often induce the expression of pro-inflammatory effectors that can potentiate immunogenicity. Here, we describe a genetic priming method that can both selectively and sustainably boost MSC potency via the controlled expression of the inflammatory-stimulus-responsive transcription factor interferon response factor 1 (IRF1). MSCs engineered to …

Use Of Web-Based Surveys To Collect Long-Term Pediatric Outcomes In Patients With Twin-Twin Transfusion Syndrome Treated With Fetoscopic Laser Photocoagulation: Observational Study, Eric Bergh, Kimberly Rennie, Jimmy Espinoza, Anthony Johnson, Ramesha Papanna

Faculty, Staff and Student Publications

Background: In the United States, patients with monochorionic diamniotic twins who undergo in utero fetoscopic laser photocoagulation (FLP) for twin-twin transfusion syndrome (TTTS) may travel great distances for care. After delivery, many parents cannot return to study sites for formal pediatric evaluation due to geographic location and cost.

Objective: The aim of this study was to collect long-term pediatric outcomes in patients who underwent FLP for TTTS.

Methods: We assessed the feasibility of using a web-based survey designed in REDCap (Research Electronic Data Capture; Vanderbilt University) to collect parent-reported outcomes in children treated for TTTS at a single center during …

Calcium Modulates The Tethering Of Bcor-Prc11 Enzymatic Core To Kdm2b Via Liquid-Liquid Phase Separation, Rui Chen, Feng Shen, Yulong Zhang, Mingze Sun, Yan Dong, Yue Yin, Chen Su, Chao Peng, Jinsong Liu, Jinxin Xu

Faculty, Staff and Student Publications

Recruitment of non-canonical BCOR-PRC1.1 to non-methylated CpG islands via KDM2B plays a fundamental role in transcription control during developmental processes and cancer progression. However, the mechanism is still largely unknown on how this recruitment is regulated. Here, we unveiled the importance of the Poly-D/E regions within the linker of BCOR for its binding to KDM2B. Interestingly, we also demonstrated that these negatively charged Poly-D/E regions on BCOR play autoinhibitory roles in liquid-liquid phase separation (LLPS) of BCORANK-linker-PUFD/PCGF1RAWUL. Through neutralizing negative charges of these Poly-D/E regions, Ca2+ not only weakens the interaction between BCOR/PCGF1 and KDM2B, but also promotes co-condensation of …

A Multivariate To Multivariate Approach For Voxel-Wise Genome-Wide Association Analysis, Qiong Wu, Yuan Zhang, Xiaoqi Huang, Tianzhou Ma, L Elliot Hong, Peter Kochunov, Shuo Chen

Faculty, Staff and Student Publications

The joint analysis of imaging-genetics data facilitates the systematic investigation of genetic effects on brain structures and functions with spatial specificity. We focus on voxel-wise genome-wide association analysis, which may involve trillions of single nucleotide polymorphism (SNP)-voxel pairs. We attempt to identify underlying organized association patterns of SNP-voxel pairs and understand the polygenic and pleiotropic networks on brain imaging traits. We propose a bi-clique graph structure (ie, a set of SNPs highly correlated with a cluster of voxels) for the systematic association pattern. Next, we develop computational strategies to detect latent SNP-voxel bi-cliques and an inference model for statistical testing. …

A Case Demonstration Of The Open Health Natural Language Processing Toolkit From The National Covid-19 Cohort Collaborative And The Researching Covid To Enhance Recovery Programs For A Natural Language Processing System For Covid-19 Or Postacute Sequelae Of Sars Cov-2 Infection: Algorithm Development And Validation, Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Sijia Liu, David A Hanauer, Daniel R Harris, Ramakanth Kavuluru, Rui Zhang, Karthik Natarajan, Nishanth P Pavinkurve, Janos Hajagos, Sritha Rajupet, Veena Lingam, Mary Saltz, Corey Elowsky, Richard A Moffitt, Farrukh M Koraishy, Matvey B Palchuk, Jordan Donovan, Lora Lingrey, Garo Stone-Derhagopian, Robert T Miller, Andrew E Williams, Peter J Leese, Paul I Kovach, Emily R Pfaff, Mikhail Zemmel, Robert D Pates, Nick Guthe, Melissa A Haendel, Christopher G Chute, Hongfang Liu, National Covid Cohort Collaborative, Recover Initiative

Faculty, Staff and Student Publications

BACKGROUND: A wealth of clinically relevant information is only obtainable within unstructured clinical narratives, leading to great interest in clinical natural language processing (NLP). While a multitude of approaches to NLP exist, current algorithm development approaches have limitations that can slow the development process. These limitations are exacerbated when the task is emergent, as is the case currently for NLP extraction of signs and symptoms of COVID-19 and postacute sequelae of SARS-CoV-2 infection (PASC).

OBJECTIVE: This study aims to highlight the current limitations of existing NLP algorithm development approaches that are exacerbated by NLP tasks surrounding emergent clinical concepts and …

Single-Cell Chromatin Accessibility Reveals Malignant Regulatory Programs In Primary Human Cancers, Laksshman Sundaram, Arvind Kumar, Matthew Zatzman, Adriana Salcedo, Neal Ravindra, Shadi Shams, Bryan H Louie, S Tansu Bagdatli, Matthew A Myers, Shahab Sarmashghi, Hyo Young Choi, Won-Young Choi, Kathryn E Yost, Yanding Zhao, Jeffrey M Granja, Toshinori Hinoue, D Neil Hayes, Andrew Cherniack, Ina Felau, Hani Choudhry, Jean C Zenklusen, Kyle Kai-How Farh, Andrew Mcpherson, Christina Curtis, Peter W Laird, Cancer Genome Atlas Analysis Network, John A Demchok, Liming Yang, Roy Tarnuzzer, Samantha J Caesar-Johnson, Zhining Wang, Ashley S Doane, Ekta Khurana, Mauro A A Castro, Alexander J Lazar, Bradley M Broom, John N Weinstein, Rehan Akbani, Shwetha V Kumar, Benjamin J Raphael, Christopher K Wong, Joshua M Stuart, Rojin Safavi, Christopher C Benz, Benjamin K Johnson, Cindy Kyi, Hui Shen, M Ryan Corces, Howard Y Chang, William J Greenleaf

Faculty, Staff and Student Publications

To identify cancer-associated gene regulatory changes, we generated single-cell chromatin accessibility landscapes across eight tumor types as part of The Cancer Genome Atlas. Tumor chromatin accessibility is strongly influenced by copy number alterations that can be used to identify subclones, yet underlying cis-regulatory landscapes retain cancer type-specific features. Using organ-matched healthy tissues, we identified the "nearest healthy" cell types in diverse cancers, demonstrating that the chromatin signature of basal-like-subtype breast cancer is most similar to secretory-type luminal epithelial cells. Neural network models trained to learn regulatory programs in cancer revealed enrichment of model-prioritized somatic noncoding mutations near cancer-associated genes, suggesting …

Substitution Of A Single Non-Coding Nucleotide Upstream Of Tmem216 Causes Non-Syndromic Retinitis Pigmentosa And Is Associated With Reduced Tmem216 Expression, Samantha Malka, Pooja Biswas, Anne-Marie Berry, Riccardo Sangermano, Mukhtar Ullah, Siying Lin, Matteo D'Antonio, Aleksandr Jestin, Xiaodong Jiao, Mathieu Quinodoz, Lori Sullivan, Jessica C Gardner, Emily M Place, Michel Michaelides, Karolina Kaminska, Omar A Mahroo, Elena Schiff, Genevieve Wright, Francesca Cancellieri, Veronika Vaclavik, Cristina Santos, Atta Ur Rehman, Sudeep Mehrotra, Hafiz Muhammad Azhar Baig, Muhammad Iqbal, Muhammad Ansar, Luisa Coutinho Santos, Ana Berta Sousa, Viet H Tran, Hiroko Matsui, Anjana Bhatia, Muhammad Asif Naeem, Shehla J Akram, Javed Akram, Sheikh Riazuddin, Carmen Ayuso, Eric A Pierce, Alison J Hardcastle, S Amer Riazuddin, Kelly A Frazer, J Fielding Hejtmancik, Carlo Rivolta, Kinga M Bujakowska, Gavin Arno, Andrew R Webster, Radha Ayyagari

Faculty, Staff and Student Publications

Genome analysis of individuals affected by retinitis pigmentosa (RP) identified two rare nucleotide substitutions at the same genomic location on chromosome 11 (g.61392563 [GRCh38]), 69 base pairs upstream of the start codon of the ciliopathy gene TMEM216 (c.-69G>A, c.-69G>T [GenBank: NM_001173991.3]), in individuals of South Asian and African ancestry, respectively. Genotypes included 71 homozygotes and 3 mixed heterozygotes in trans with a predicted loss-of-function allele. Haplotype analysis showed single-nucleotide variants (SNVs) common across families, suggesting ancestral alleles within the two distinct ethnic populations. Clinical phenotype analysis of 62 available individuals from 49 families indicated a similar clinical presentation …

90y Sir-Spheres Activity Measurement With New Siros D-Vial Delivery Kit, Benjamin P Lopez, S Cheenu Kappadath

Faculty, Staff and Student Publications

A new 90Y SIR-Spheres delivery kit (SIROS D-vial and shield) has been introduced with a different physical form from the legacy V-Vial kit. Here, we establish the dose calibrator settings and exposure-rate-to-activity conversion factor to assay 90Y SIR-Spheres activity in the new SIROS kit.

Methods: Eight D-vials with initial 90Y activities from 1.2 to 6.6 GBq within acrylic shields were assayed with dose calibrators and exposure-rate meters until activities decayed to approximately 0.1 GBq. The dose calibrator settings resulting in the lowest median activity errors and the best-fit slope of exposure rate versus activity were identified.

Results: SIROS D-vial 90Y …

The Scaffolding Function Of Lsd1 Controls Dna Methylation In Mouse Escs, Sandhya Malla, Kanchan Kumari, Carlos A García-Prieto, Jonatan Caroli, Anna Nordin, Trinh T T Phan, Devi Prasad Bhattarai, Carlos Martinez-Gamero, Eshagh Dorafshan, Stephanie Stransky, Damiana Álvarez-Errico, Paulina Avovome Saiki, Weiyi Lai, Cong Lyu, Ludvig Lizana, Jonathan D Gilthorpe, Hailin Wang, Simone Sidoli, Andre Mateus, Dung-Fang Lee, Claudio Cantù, Manel Esteller, Andrea Mattevi, Angel-Carlos Roman, Francesca Aguilo

Faculty, Staff and Student Publications

Lysine-specific histone demethylase 1 (LSD1), which demethylates mono- or di- methylated histone H3 on lysine 4 (H3K4me1/2), is essential for early embryogenesis and development. Here we show that LSD1 is dispensable for mouse embryonic stem cell (ESC) self-renewal but is required for mouse ESC growth and differentiation. Reintroduction of a catalytically-impaired LSD1 (LSD1MUT) recovers the proliferation capability of mouse ESCs, yet the enzymatic activity of LSD1 is essential to ensure proper differentiation. Indeed, increased H3K4me1 in Lsd1 knockout (KO) mouse ESCs does not lead to major changes in global gene expression programs related to stemness. However, ablation of LSD1 but …

Targeting Igf2 To Reprogram The Tumor Microenvironment For Enhanced Viro-Immunotherapy, Min Hye Noh, Jin Muk Kang, Alexandra A Miller, Grace Nguyen, Minxin Huang, Ji Seon Shim, Alberto J Bueso-Perez, Sara A Murphy, Kimberly A Rivera-Caraballo, Yoshihiro Otani, Eunju Kim, Seung-Hee Yoo, Yuanqing Yan, Yeshavanth Banasavadi-Siddegowda, Hiroshi Nakashima, E Antonio Chiocca, Balveen Kaur, Zhongming Zhao, Tae Jin Lee, Ji Young Yoo

Faculty, Staff and Student Publications

BACKGROUND: The FDA approval of oncolytic herpes simplex-1 virus (oHSV) therapy underscores its therapeutic promise and safety as a cancer immunotherapy. Despite this promise, the current efficacy of oHSV is significantly limited to a small subset of patients largely due to the resistance in tumor and tumor microenvironment (TME).

METHODS: RNA sequencing (RNA-Seq) was used to identify molecular targets of oHSV resistance. Intracranial human and murine glioma or breast cancer brain metastasis (BCBM) tumor-bearing mouse models were employed to elucidate the mechanism underlying oHSV therapy-induced resistance.

RESULTS: Transcriptome analysis identified IGF2 as one of the top-secreted proteins following oHSV treatment. …

Single-Cell And Spatial Proteo-Transcriptomic Profiling Reveals Immune Infiltration Heterogeneity Associated With Neuroendocrine Features In Small Cell Lung Cancer, Ying Jin, Yuefeng Wu, Alexandre Reuben, Liang Zhu, Carl M Gay, Qingzhe Wu, Xintong Zhou, Haomin Mo, Qi Zheng, Junyu Ren, Zhaoyuan Fang, Teng Peng, Nan Wang, Liang Ma, Yun Fan, Hai Song, Jianjun Zhang, Ming Chen

Faculty, Staff and Student Publications

Small cell lung cancer (SCLC) is an aggressive pulmonary neuroendocrine malignancy featured by cold tumor immune microenvironment (TIME), limited benefit from immunotherapy, and poor survival. The spatial heterogeneity of TIME significantly associated with anti-tumor immunity has not been systemically studied in SCLC. We performed ultra-high-plex Digital Spatial Profiling on 132 tissue microarray cores from 44 treatment-naive limited-stage SCLC tumors. Incorporating single-cell RNA-sequencing data from a local cohort and published SCLC data, we established a spatial proteo-transcriptomic landscape covering over 18,000 genes and 60 key immuno-oncology proteins that participate in signaling pathways affecting tumorigenesis, immune regulation, and cancer metabolism across 3 …

Pancreatic Epithelial Il17/Il17ra Signaling Drives B7-H4 Expression To Promote Tumorigenesis, Susana Castro-Pando, Rian M Howell, Le Li, Marilina Mascaro, Erika Y Faraoni, Olivereen Le Roux, David Romanin, Virginia Tahan, Erick Riquelme, Yu Zhang, Jay K Kolls, James P Allison, Guillermina Lozano, Seyed J Moghaddam, Florencia Mcallister

Faculty, Staff and Student Publications

IL17 is required for the initiation and progression of pancreatic cancer, particularly in the context of inflammation, as previously shown by genetic and pharmacological approaches. However, the cellular compartment and downstream molecular mediators of IL17-mediated pancreatic tumorigenesis have not been fully identified. This study examined the cellular compartment required by generating transgenic animals with IL17 receptor A (IL17RA), which was genetically deleted from either the pancreatic epithelial compartment or the hematopoietic compartment via generation of IL17RA-deficient (IL17-RA-/-) bone marrow chimeras, in the context of embryonically activated or inducible Kras. Deletion of IL17RA from the pancreatic epithelial compartment, but not from …