Biomedical Informatics Commons^™

Spec: A Soft Prompt-Based Calibration On Performance Variability Of Large Language Model In Clinical Notes Summarization, Yu-Neng Chuang, Ruixiang Tang, Xiaoqian Jiang, Xia Hu

Faculty, Staff and Student Publications

Electronic health records (EHRs) store an extensive array of patient information, encompassing medical histories, diagnoses, treatments, and test outcomes. These records are crucial for enabling healthcare providers to make well-informed decisions regarding patient care. Summarizing clinical notes further assists healthcare professionals in pinpointing potential health risks and making better-informed decisions. This process contributes to reducing errors and enhancing patient outcomes by ensuring providers have access to the most pertinent and current patient data. Recent research has shown that incorporating instruction prompts with large language models (LLMs) substantially boosts the efficacy of summarization tasks. However, we show that this approach also …

The Lymphoma Epidemiology Of Outcomes Cohort Study: Design, Baseline Characteristics, And Early Outcomes, James R Cerhan, Matthew J Maurer, Brian K Link, Andrew L Feldman, Thomas M Habermann, David L Jaye, W Richard Burack, Timothy J Mcdonnell, Francisco Vega, Jennifer R Chapman, Sergei Syrbu, Kiran R Vij, Giorgio Inghirami, John P Leonard, Leon Bernal-Mizrachi, Umar Farooq, Thomas E Witzig, George J Weiner, Yucai Wang, Juan P Alderuccio, Susan L Slager, Melissa C Larson, Shaun M Riska, Brianna J Gysbers, Julianne J Lunde, Tanner W Reicks, Amy A Ayers, Colin B O'Leary, Kathleen J Yost, Hongfang Liu, Grzegorz S Nowakowski, Jia Ruan, Dai Chihara, Jean L Koff, Carla Casulo, Carrie A Thompson, Jonathon B Cohen, Brad S Kahl, Loretta J Nastoupil, Izidore S Lossos, Jonathan W Friedberg, Peter Martin, Christopher R Flowers

Faculty, Staff and Student Publications

To address the current and long-term unmet health needs of the growing population of non-Hodgkin lymphoma (NHL) patients, we established the Lymphoma Epidemiology of Outcomes (LEO) cohort study (NCT02736357; https://leocohort.org/). A total of 7735 newly diagnosed patients aged 18 years and older with NHL were prospectively enrolled from 7/1/2015 to 5/31/2020 at 8 academic centers in the United States. The median age at diagnosis was 62 years (range, 18-99). Participants came from 49 US states and included 538 Black/African-Americans (AA), 822 Hispanics (regardless of race), 3386 women, 716 age <40 >years, and 1513 rural residents. At study baseline, we abstracted clinical, …

Normative Modelling Of Brain Morphometry Across The Lifespan With Centilebrain: Algorithm Benchmarking And Model Optimisation, Ruiyang Ge, Yuetong Yu, Yi Xuan Qi, Yu-Nan Fan, Shiyu Chen, Chuntong Gao, Shalaila S Haas, Faye New, Dorret I Boomsma, Henry Brodaty, Rachel M Brouwer, Randy Buckner, Xavier Caseras, Fabrice Crivello, Eveline A Crone, Susanne Erk, Simon E Fisher, Barbara Franke, David C Glahn, Udo Dannlowski, Dominik Grotegerd, Oliver Gruber, Hilleke E Hulshoff Pol, Gunter Schumann, Christian K Tamnes, Henrik Walter, Lara M Wierenga, Neda Jahanshad, Paul M Thompson, Sophia Frangou, Enigma Lifespan Working Group

Faculty, Staff and Student Publications

The value of normative models in research and clinical practice relies on their robustness and a systematic comparison of different modelling algorithms and parameters; however, this has not been done to date. We aimed to identify the optimal approach for normative modelling of brain morphometric data through systematic empirical benchmarking, by quantifying the accuracy of different algorithms and identifying parameters that optimised model performance. We developed this framework with regional morphometric data from 37 407 healthy individuals (53% female and 47% male; aged 3-90 years) from 87 datasets from Europe, Australia, the USA, South Africa, and east Asia following a …

Cancer Patients With Clonal Hematopoiesis Die From Primary Malignancy Or Comorbidities Despite Higher Rates Of Transformation To Myeloid Neoplasms, Kelly S Chien, Faustine Ong, Kunhwa Kim, Ziyi Li, Rashmi Kanagal-Shamanna, Courtney D Dinardo, Koichi Takahashi, Guillermo Montalban-Bravo, Danielle Hammond, Koji Sasaki, Sherry A Pierce, Hagop M Kantarjian, Guillermo Garcia-Manero

Faculty, Staff and Student Publications

BACKGROUND: The occurrence of somatic mutations in patients with no evidence of hematological disorders is called clonal hematopoiesis (CH). CH, whose subtypes include CH of indeterminate potential and clonal cytopenia of undetermined significance, has been associated with both hematologic cancers and systemic comorbidities. However, CH's effect on patients, especially those with concomitant malignancies, is not fully understood.

METHODS: We performed a retrospective evaluation of all patients with CH at a tertiary cancer center. Patient characteristics, mutational data, and outcomes were collected and analyzed.

RESULTS: Of 78 individuals included, 59 (76%) had a history of cancer and 60 (77%) had moderate …

Analysis Of East Asia Subgroup In Study 309/Keynote-775: Lenvatinib Plus Pembrolizumab Versus Treatment Of Physician's Choice Chemotherapy In Patients With Previously Treated Advanced Or Recurrent Endometrial Cancer, Kan Yonemori, Keiichi Fujiwara, Kosei Hasegawa, Mayu Yunokawa, Kimio Ushijima, Shiro Suzuki, Ayumi Shikama, Shinichiro Minobe, Tomoka Usami, Jae-Weon Kim, Byoung-Gie Kim, Peng-Hui Wang, Ting-Chang Chang, Keiko Yamamoto, Shirong Han, Jodi Mckenzie, Robert J Orlowski, Takuma Miura, Vicky Makker, Yong Man Kim

Faculty, Staff and Student Publications

OBJECTIVE: In the global phase 3 Study 309/KEYNOTE-775 (NCT03517449) at the first interim analysis, lenvatinib+pembrolizumab significantly improved progression-free survival (PFS), overall survival (OS), and objective response rate (ORR) versus treatment of physician's choice chemotherapy (TPC) in patients with previously treated advanced/recurrent endometrial cancer (EC). This exploratory analysis evaluated outcomes in patients enrolled in East Asia at the time of prespecified final analysis.

METHODS: Women ≥18 years with histologically confirmed advanced, recurrent, or metastatic EC with progressive disease after 1 platinum-based chemotherapy (2 if 1 given in neoadjuvant/adjuvant setting) were enrolled. Patients were randomized 1:1 to lenvatinib 20 mg orally once …

The Hyphal-Specific Toxin Candidalysin Promotes Fungal Gut Commensalism, Shen-Huan Liang, Shabnam Sircaik, Joseph Dainis, Pallavi Kakade, Swathi Penumutchu, Liam D Mcdonough, Ying-Han Chen, Corey Frazer, Tim B Schille, Stefanie Allert, Osama Elshafee, Maria Hänel, Selene Mogavero, Shipra Vaishnava, Ken Cadwell, Peter Belenky, J Christian Perez, Bernhard Hube, Iuliana V Ene, Richard J Bennett

Faculty, Staff and Student Publications

The fungus Candida albicans frequently colonizes the human gastrointestinal tract, from which it can disseminate to cause systemic disease. This polymorphic species can transition between growing as single-celled yeast and as multicellular hyphae to adapt to its environment. The current dogma of C. albicans commensalism is that the yeast form is optimal for gut colonization, whereas hyphal cells are detrimental to colonization but critical for virulence

Artificial Intelligence-Based Radiotherapy Contouring And Planning To Improve Global Access To Cancer Care, Laurence E Court, Ajay Aggarwal, Anuja Jhingran, Komeela Naidoo, Tucker Netherton, Adenike Olanrewaju, Christine Peterson, Jeannette Parkes, Hannah Simonds, Christoph Trauernicht, Lifei Zhang, Beth M Beadle, Radiation Planning Assistant Consortium Collaborators, Affiliations Expand

Faculty, Staff and Student Publications

PURPOSE: Increased automation has been identified as one approach to improving global cancer care. The Radiation Planning Assistant (RPA) is a web-based tool offering automated radiotherapy (RT) contouring and planning to low-resource clinics. In this study, the RPA workflow and clinical acceptability were assessed by physicians around the world.

METHODS: The RPA output for 75 cases was reviewed by at least three physicians; 31 radiation oncologists at 16 institutions in six countries on five continents reviewed RPA contours and plans for clinical acceptability using a 5-point Likert scale.

RESULTS: For cervical cancer, RPA plans using bony landmarks were scored as …

Trps1 Expression In Non-Melanocytic Cutaneous Neoplasms: An Immunohistochemical Analysis Of 200 Cases, Yi A Liu, Phyu P Aung, Yunyi Wang, Jing Ning, Priyadharsini Nagarajan, Jonathan L Curry, Carlos A Torres-Cabala, Doina Ivan, Victor G Prieto, Qingqing Ding, Woo Cheal Cho

Faculty, Staff and Student Publications

BACKGROUND: Although trichorhinophalangeal syndrome type 1 (TRPS1) was initially thought to be highly sensitive and specific for carcinomas and mesenchymal tumors of mammary origin, more recent data suggest its expression is not limited to breast neoplasms but also can be seen in other cutaneous neoplasms, such as extramammary Paget disease and squamous cell carcinoma (SCC) in situ.

METHODS: Two-hundred cases of non-melanocytic cutaneous neoplasm, including basal cell carcinomas (BCCs) (n = 41), SCCs (n = 35), Merkel cell carcinomas (MCCs) (n = 25), and adnexal neoplasms (n = 99), were tested for TRPS1 expression using a monoclonal anti- TRPS1 rabbit …

Post-Mastectomy Pain Syndrome: A Review Article And Emerging Treatment Modalities, Jay D Shah, Kennedy Kirkpatrick, Krishna Shah

Faculty, Staff and Students Publications

Post-mastectomy pain syndrome (PMPS) is a syndrome broadly applied to the development of chronic pain after surgical breast intervention (i.e., lumpectomy and mastectomy). The incidence of PMPS is likely underreported, and this has contributed to a paucity of high-level evidence related to the treatment of the aforementioned condition. A drive to reduce the burden of opioid use has led to pain management physicians trialing a variety of strategies to help patients manage PMPS. This review discusses the latest evidence behind treatment options for PMPS, exploring medications as well as interventional techniques (e.g., nerve blocks, radiofrequency ablation, neuromodulation, and intrathecal drug …

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 …

Foxp1 Haploinsufficiency Contributes To The Development Of Congenital Diaphragmatic Hernia, Katherine E Pendleton, Andres Hernandez-Garcia, Jennifer M Lyu, Ian M Campbell, Chad A Shaw, Julie Vogt, Frances A High, Patricia K Donahoe, Wendy K Chung, Daryl A Scott

Faculty, Staff and Students Publications

FOXP1 encodes a transcription factor involved in tissue regulation and cell-type-specific functions. Haploinsufficiency of FOXP1 is associated with a neurodevelopmental disorder: autosomal dominant mental retardation with language impairment with or without autistic features. More recently, heterozygous FOXP1 variants have also been shown to cause a variety of structural birth defects including central nervous system (CNS) anomalies, congenital heart defects, congenital anomalies of the kidney and urinary tract, cryptorchidism, and hypospadias. In this report, we present a previously unpublished case of an individual with congenital diaphragmatic hernia (CDH) who carries an approximately 3.8 Mb deletion. Based on this deletion, and deletions …

Cub Domains Are Not Required For Ovch2 Function In Sperm Maturation In The Mouse Epididymis, Katarzyna Kent, Kaori Nozawa, Courtney Sutton, Frey Daniel, Masahito Ikawa, Thomas X Garcia, Martin M Matzuk

Faculty, Staff and Students Publications

BACKGROUND: Ovochymase 2 (Ovch2) is an epididymis-specific gene that is required for male fertility. While a multitude of reproductive tract-specific genes required for male fertility have been identified, OVCH2 is thus far the first protein required for male fertility that contains Complement C1r/C1s, Uegf, Bmp1 (CUB) domains located in tandem in the C-terminus of the protein. Identifying the functional significance of this unique domain has implications in better understanding fertility and infertility and as a potential contraceptive target.

OBJECTIVE: The goals of these studies were to understand the influence and requirement of OVCH2 CUB domains in the localization and functional …

Tex46 Knockout Male Mice Are Sterile Secondary To Sperm Head Malformations And Failure To Penetrate Through The Zona Pellucida, Yoshitaka Fujihara, Haruhiko Miyata, Ferheen Abbasi, Tamara Larasati, Kaori Nozawa, Zhifeng Yu, Masahito Ikawa, Martin M Matzuk

Faculty, Staff and Students Publications

Each year, infertility affects 15% of couples worldwide, with 50% of cases attributed to men. It is assumed that sperm head shape is important for sperm-zona pellucida (ZP) penetration but research has yet to elucidate why. We generated testis expressed 46 (Tex46) knockout mice to investigate the essential roles of TEX46 in mammalian reproduction. We used RT-PCR to demonstrate that Tex46 was expressed exclusively in the male reproductive tract in mice and humans. We created Tex46−/− mice using the Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)-CRISPR-associated protein 9 (Cas9) system and analyzed their fertility. Tex46 null spermatozoa …

Bi-Allelic Variants In Celsr3 Are Implicated In Central Nervous System And Urinary Tract Anomalies, Jil D Stegmann, Jeshurun C Kalanithy, Gabriel C Dworschak, Nina Ishorst, Enrico Mingardo, Filipa M Lopes, Yee Mang Ho, Phillip Grote, Tobias T Lindenberg, Öznur Yilmaz, Khadija Channab, Steve Seltzsam, Shirlee Shril, Friedhelm Hildebrandt, Felix Boschann, André Heinen, Angad Jolly, Katherine Myers, Kim Mcbride, Mir Reza Bekheirnia, Nasim Bekheirnia, Marcello Scala, Manuela Morleo, Vincenzo Nigro, Annalaura Torella, Tudp Consortium, Michele Pinelli, Valeria Capra, Andrea Accogli, Silvia Maitz, Alice Spano, Rory J Olson, Eric W Klee, Brendan C Lanpher, Se Song Jang, Jong-Hee Chae, Philipp Steinbauer, Dietmar Rieder, Andreas R Janecke, Julia Vodopiutz, Ida Vogel, Jenny Blechingberg, Jennifer L Cohen, Kacie Riley, Victoria Klee, Laurence E Walsh, Matthias Begemann, Miriam Elbracht, Thomas Eggermann, Arzu Stoppe, Kyra Stuurman, Marjon Van Slegtenhorst, Tahsin Stefan Barakat, Maureen S Mulhern, Tristan T Sands, Cheryl Cytrynbaum, Rosanna Weksberg, Federica Isidori, Tommaso Pippucci, Giulia Severi, Francesca Montanari, Michael C Kruer, Somayeh Bakhtiari, Hossein Darvish, Heiko Reutter, Gregor Hagelueken, Matthias Geyer, Adrian S Woolf, Jennifer E Posey, James R Lupski, Benjamin Odermatt, Alina C Hilger

Faculty, Staff and Students Publications

CELSR3 codes for a planar cell polarity protein. We describe twelve affected individuals from eleven independent families with bi-allelic variants in CELSR3. Affected individuals presented with an overlapping phenotypic spectrum comprising central nervous system (CNS) anomalies (7/12), combined CNS anomalies and congenital anomalies of the kidneys and urinary tract (CAKUT) (3/12) and CAKUT only (2/12). Computational simulation of the 3D protein structure suggests the position of the identified variants to be implicated in penetrance and phenotype expression. CELSR3 immunolocalization in human embryonic urinary tract and transient suppression and rescue experiments of Celsr3 in fluorescent zebrafish reporter lines further support an …

Retrograde Endocannabinoid Signaling At Inhibitory Synapses In Vivo, Barna Dudok, Linlin Z Fan, Jordan S Farrell, Shreya Malhotra, Jesslyn Homidan, Doo Kyung Kim, Celestine Wenardy, Charu Ramakrishnan, Yulong Li, Karl Deisseroth, Ivan Soltesz

Faculty, Staff and Students Publications

Endocannabinoid (eCB)-mediated suppression of inhibitory synapses has been hypothesized, but this has not yet been demonstrated to occur in vivo because of the difficulty in tracking eCB dynamics and synaptic plasticity during behavior. In mice navigating a linear track, we observed location-specific eCB signaling in hippocampal CA1 place cells, and this was detected both in the postsynaptic membrane and the presynaptic inhibitory axons. All-optical in vivo investigation of synaptic responses revealed that postsynaptic depolarization was followed by a suppression of inhibitory synaptic potentials. Furthermore, interneuron-specific cannabinoid receptor deletion altered place cell tuning. Therefore, rapid, postsynaptic, activity-dependent eCB signaling modulates inhibitory …

Long-Term Follow-Up For Recipients Of Genetically Modified Cells: A Team Effort, Helen E Heslop

Faculty, Staff and Students Publications

No abstract provided.

Community Recommendations On Cryoem Data Archiving And Validation, Gerard J Kleywegt, Paul D Adams, Sarah J Butcher, Catherine L Lawson, Alexis Rohou, Peter B Rosenthal, Sriram Subramaniam, Maya Topf, Sanja Abbott, Philip R Baldwin, John M Berrisford, Gérard Bricogne, Preeti Choudhary, Tristan I Croll, Radostin Danev, Sai J Ganesan, Timothy Grant, Aleksandras Gutmanas, Richard Henderson, J Bernard Heymann, Juha T Huiskonen, Andrei Istrate, Takayuki Kato, Gabriel C Lander, Shee Mei Lok, Steven J Ludtke, Garib N Murshudov, Ryan Pye, Grigore D Pintilie, Jane S Richardson, Carsten Sachse, Osman Salih, Sjors H W Scheres, Gunnar F Schroeder, Carlos Oscar S Sorzano, Scott M Stagg, Zhe Wang, Rangana Warshamanage, John D Westbrook, Martyn D Winn, Jasmine Y Young, Stephen K Burley, Jeffrey C Hoch, Genji Kurisu, Kyle Morris, Ardan Patwardhan, Sameer Velankar

Faculty, Staff and Students Publications

In January 2020, a workshop was held at EMBL-EBI (Hinxton, UK) to discuss data requirements for the deposition and validation of cryoEM structures, with a focus on single-particle analysis. The meeting was attended by 47 experts in data processing, model building and refinement, validation, and archiving of such structures. This report describes the workshop's motivation and history, the topics discussed, and the resulting consensus recommendations. Some challenges for future methods-development efforts in this area are also highlighted, as is the implementation to date of some of the recommendations.

Autoantibodies, Antigen-Autoantibody Complexes And Antigens Complement Ca125 For Early Detection Of Ovarian Cancer, Chae Young Han, Jacob S Bedia, Wei-Lei Yang, Sarah J Hawley, Lindsay Bergan, Marika Hopper, Joseph Celestino, Jing Guo, Terrie G Gornet, Antoninus Soosaipillai, Hailing Yang, Samantha D Doskocil, Anna E Lokshin, Beverly C Handy, Eleftherios P Diamandis, Richard G Moore, Karen H Lu, Zhen Lu, Karen S Anderson, Charles W Drescher, Steven J Skates, Robert C Bast

Faculty, Staff and Student Publications

BACKGROUND: Multiple antigens, autoantibodies (AAb), and antigen-autoantibody (Ag-AAb) complexes were compared for their ability to complement CA125 for early detection of ovarian cancer.

METHODS: Twenty six biomarkers were measured in a single panel of sera from women with early stage (I-II) ovarian cancers (n = 64), late stage (III-IV) ovarian cancers (186), benign pelvic masses (200) and from healthy controls (502), and then split randomly (50:50) into a training set to identify the most promising classifier and a validation set to compare its performance to CA125 alone.

RESULTS: Eight biomarkers detected ≥ 8% of early stage cases at 98% specificity. …

The Fatigue-Inducing Effects Of Cancer And Its Therapy Are Characterized By Decreased Physical Activity In The Absence Of Any Motivational Deficit, Thien T Phan, Kiersten S Scott, Brandon Chelette, A Phillip West, Robert Dantzer

Faculty, Staff and Student Publications

Although cancer and its therapy are well known to be associated with fatigue, the exact nature of cancer-related fatigue remains ill-defined. We previously reported that fatigue-like behavior induced independently by tumor growth and by the chemotherapeutic agent cisplatin is characterized by reduced voluntary wheel running and an intact motivation to expand effort for food rewards. The present set of experiments was initiated to characterize the functional consequences of fatigue induced by chemoradiotherapy in tumor-bearing mice and relate them to changes in the expression of genes coding for inflammation, mitochondria dynamics and metabolism. Two syngeneic murine models of cancer were selected …

Genome-Wide Gene-Environment Interaction Analyses To Understand The Relationship Between Red Meat And Processed Meat Intake And Colorectal Cancer Risk, Mariana C Stern, Joel Sanchez Mendez, Andre E Kim, Mireia Obón-Santacana, Ferran Moratalla-Navarro, Vicente Martín, Victor Moreno, Yi Lin, Stephanie A Bien, Conghui Qu, Yu-Ru Su, Emily White, Tabitha A Harrison, Jeroen R Huyghe, Catherine M Tangen, Polly A Newcomb, Amanda I Phipps, Claire E Thomas, Eric S Kawaguchi, Juan Pablo Lewinger, John L Morrison, David V Conti, Jun Wang, Duncan C Thomas, Elizabeth A Platz, Kala Visvanathan, Temitope O Keku, Christina C Newton, Caroline Y Um, Anshul Kundaje, Anna Shcherbina, Neil Murphy, Marc J Gunter, Niki Dimou, Nikos Papadimitriou, Stéphane Bézieau, Franzel J B Van Duijnhoven, Satu Männistö, Gad Rennert, Alicja Wolk, Michael Hoffmeister, Hermann Brenner, Jenny Chang-Claude, Yu Tian, Loïc Le Marchand, Michelle Cotterchio, Konstantinos K Tsilidis, D Timothy Bishop, Yohannes Adama Melaku, Brigid M Lynch, Daniel D Buchanan, Cornelia M Ulrich, Jennifer Ose, Anita R Peoples, Andrew J Pellatt, Li Li, Matthew A M Devall, Peter T Campbell, Demetrius Albanes, Stephanie J Weinstein, Sonja I Berndt, Stephen B Gruber, Edward Ruiz-Narvaez, Mingyang Song, Amit D Joshi, David A Drew, Jessica L Petrick, Andrew T Chan, Marios Giannakis, Ulrike Peters, Li Hsu, W James Gauderman

Faculty, Staff and Student Publications

Background: High red meat and/or processed meat consumption are established colorectal cancer risk factors. We conducted a genome-wide gene-environment (GxE) interaction analysis to identify genetic variants that may modify these associations.

Methods: A pooled sample of 29,842 colorectal cancer cases and 39,635 controls of European ancestry from 27 studies were included. Quantiles for red meat and processed meat intake were constructed from harmonized questionnaire data. Genotyping arrays were imputed to the Haplotype Reference Consortium. Two-step EDGE and joint tests of GxE interaction were utilized in our genome-wide scan.

Results: Meta-analyses confirmed positive associations between increased consumption of red meat and …

Identification Of Pancreatic Cancer Germline Risk Variants With Effects That Are Modified By Smoking, Huili Zhu, Jaihee Choi, Naishu Kui, Tianzhong Yang, Peng Wei, Donghui Li, Ryan Sun

Faculty, Staff and Student Publications

Purpose: Pancreatic cancer (PC) is a deadly disease most often diagnosed in late stages. Identification of high-risk subjects could both contribute to preventative measures and help diagnose the disease at earlier timepoints. However, known risk factors, assessed independently, are currently insufficient for accurately stratifying patients. We use large-scale data from the UK Biobank (UKB) to identify genetic variant-smoking interaction effects and show their importance in risk assessment.

Methods: We draw data from 15,086,830 genetic variants and 315,512 individuals in the UKB. There are 765 cases of PC. Crucially, robust resampling corrections are used to overcome well-known challenges in hypothesis testing …

Personal History Of Cancer As A Risk Factor For Second Primary Lung Cancer: Implications For Lung Cancer Screening, Sara Nofal, Jiangong Niu, Paul Resong, Jeff Jin, Kelly W Merriman, Xiuning Le, Hormuzd Katki, John Heymach, Mara B Antonoff, Edwin Ostrin, Jia Wu, Jianjun Zhang, Iakovos Toumazis

Faculty, Staff and Student Publications

Background: Personal history of cancer is an independent risk factor for lung cancer but is omitted from existing lung cancer screening eligibility criteria. In this study, we assess the lung cancer risk among cancer survivors and discuss potential implications for screening.

Methods: This was a retrospective, secondary analysis of data from the Surveillance, Epidemiology and End Results (SEER) registry and the MD Anderson Cancer Center (MDACC). We estimated the standardized incidence ratios (SIRs) for lung cancer by site of first primary cancer using data from SEER. We assessed the lung cancer risk among head and neck cancer survivors from MDACC …

Systematic Evaluation Of Mri-Based Characterization Of Tumor-Associated Vascular Morphology And Hemodynamics Via A Dynamic Digital Phantom, Chengyue Wu, David A Hormuth, Ty Easley, Federico Pineda, Gregory S Karczmar, Thomas E Yankeelov

Faculty, Staff and Student Publications

Purpose: Validation of quantitative imaging biomarkers is a challenging task, due to the difficulty in measuring the ground truth of the target biological process. A digital phantom-based framework is established to systematically validate the quantitative characterization of tumor-associated vascular morphology and hemodynamics based on dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI).

Approach: A digital phantom is employed to provide a ground-truth vascular system within which 45 synthetic tumors are simulated. Morphological analysis is performed on high-spatial resolution DCE-MRI data (spatial/temporal resolution = 30 to 300μm/60s" role="presentation" style="box-sizing: inherit; display: inline-block; line-height: 0; font-size: 18.08px; font-size-adjust: none; overflow-wrap: normal; word-spacing: normal; text-wrap-mode: …

A Scoping Review Of Fair Machine Learning Techniques When Using Real-World Data, Yu Huang, Jingchuan Guo, Wei-Han Chen, Hsin-Yueh Lin, Huilin Tang, Fei Wang, Hua Xu, Jiang Bian

Faculty, Staff and Student Publications

Objective: The integration of artificial intelligence (AI) and machine learning (ML) in health care to aid clinical decisions is widespread. However, as AI and ML take important roles in health care, there are concerns about AI and ML associated fairness and bias. That is, an AI tool may have a disparate impact, with its benefits and drawbacks unevenly distributed across societal strata and subpopulations, potentially exacerbating existing health inequities. Thus, the objectives of this scoping review were to summarize existing literature and identify gaps in the topic of tackling algorithmic bias and optimizing fairness in AI/ML models using real-world data …

Rehabilitation Outcomes In Multiple Sclerosis Patients On Ocrelizumab Diagnosed With West Nile Virus Encephalitis, Taylor R Johnson, Stephanie Gandelman, Lauren R Serafin, Jeremy Y Charles, Dina Jacobs

Faculty, Staff and Student Publications

Multiple sclerosis (MS) has a global prevalence exceeding two million people and is a leading cause of non-traumatic physical disability. MS can be treated with ocrelizumab, an anti-CD20 monoclonal antibody. West Nile virus (WNV) is the most common cause of mosquito-borne viral encephalitis in North America. It can lead to neuroinvasive WNV disease (WNND) affecting the brain and peripheral nervous system, especially in immunocompromised patients, such as those being treated with ocrelizumab for MS. WNND is exceedingly rare and reported in less than 1% of cases of WNV. It has been established that inpatient rehabilitation improves functional outcomes in patients …

Comprehensive Immunogenomic Profiling Of Idh1-/2-Altered Cholangiocarcinoma, Shalini Makawita, Sunyoung Lee, Elisabeth Kong, Lawrence N Kwong, Zeyad Abouelfetouh, Anaemy Danner De Armas, Lianchun Xiao, Karthikeyan Murugesan, Natalie Danziger, Dean Pavlick, Anil Korkut, Jeffrey S Ross, Milind Javle

Faculty, Staff and Student Publications

Purpose: Isocitrate dehydrogenase (IDH)1/2 genomic alterations (GA) occur in 20% of intrahepatic cholangiocarcinoma (iCCA); however, the immunogenomic landscape of IDH1-/2-mutated iCCA is largely unknown.

Methods: Comprehensive genomic profiling (CGP) was performed on 3,067 cases of advanced iCCA. Tumor mutational burden (TMB), PD-L1 expression (Dako 22C3), microsatellite instability (MSI), and genomic loss of heterozygosity (gLOH) as a surrogate marker for homologous recombination deficiency were examined. RNA sequencing of 73 patient samples was analyzed for differences in stromal/immune cell infiltration, immune marker expression, and T-cell inflammation. Tissue microarray arrays were subjected to multiplex immunohistochemistry and colocalization …

Tongue Electrical Impedance Myography Correlates With Functional, Neurophysiologic, And Clinical Outcome Measures In Long-Term Oropharyngeal Cancer Survivors With And Without Hypoglossal Neuropathy: An Exploratory Study, Nathan J Hansen, Karin Woodman, Sheila Buoy, Shitong Mao, Carly E A Barbon, Stephen Y Lai, C David Fuller, Katherine A Hutcheson, Benjamin Sanchez

Faculty, Staff and Student Publications

Background: This pilot study analyzed correlations between tongue electrical impedance myography (EIM), standard tongue electromyography (EMG), and tongue functional measures in N = 4 long-term oropharyngeal cancer (OPC) survivors.

Methods: Patients were screened for a supportive care trial (NCT04151082). Hypoglossal nerve function was evaluated with genioglossus needle EMG, functional measures with the Iowa oral performance instrument (IOPI), and multi-frequency tissue composition with tongue EIM.

Results: Tongue EIM conductivity was higher for patients with EMG-confirmed cranial nerve XII neuropathy than those without (p = 0.005) and in patients with mild versus normal EMG reinnervation ratings (16 kHz EIM: p …

Patients With Advanced Cancer And Their Spouses Parenting Minor Children: The Role Of The Relationship Context In Parenting Concerns, Kathrin Milbury, Sujin Ann-Yi, Morgan Jones, Yisheng Li, Meagan Whisenant, Sania Yousuf, Victoria Necroto, Mariana Chavez Mac Gregor, Eduardo Bruera

Faculty, Staff and Student Publications

Objective: Patients with advanced cancer who parent minor children report parenting concerns and increased psychological distress. This cross-sectional study seeks to understand parenting-related issues in patients and spousal caregivers from a relationship perspective.

Methods: Patients with a metastatic solid malignancy and their spouses independently completed cross-sectional assessments of psychological distress (Hospital Anxiety and Depression Scale), parenting concerns (Parenting Concern Questionnaire) and efficacy (Cancer-Related Parenting Self-Efficacy Scale), and relationship measures (DAS-7, Couples' Illness Communication Scale, and Family Relationship Index).

Results: Of the 51 patients (57% female, 49% NHW, mean age 42 years) and spouses (43% female, 43% NHW, mean age of …

Correcting Ct Misregistration In Data-Driven Gated (Ddg) Pet With Pet Self-Gating And Deformable Image Registration, Peng Sun, M Allan Thomas, Dershan Luo, Tinsu Pan

Faculty, Staff and Student Publications

Background: Misregistration between CT and PET data can result in mis-localization and inaccurate quantification of functional uptake in whole body PET/CT imaging. This problem is exacerbated when an abnormal inspiration occurs during the free-breathing helical CT (FB CT) used for attenuation correction of PET data. In data-driven gated (DDG) PET, the data selected for reconstruction is typically derived from the end-expiration (EE) phase of the breathing cycle, making this potential issue worse.

Purpose: The objective of this study is to develop a deformable image registration (DIR)-based respiratory motion model to improve the registration and quantification between misregistered FB CT and …

Desirability Of Outcome Ranking For Obstetrical Trials: Illustration And Application To The Arrive Trial, Grecio J Sandoval, William A Grobman, Scott R Evans, Madeline M Rice, Rebecca G Clifton, Suneet P Chauhan, Maged M Costantine, Kelly S Gibson, Monica Longo, Torri D Metz, Emily S Miller, Samuel Parry, Uma M Reddy, Dwight J Rouse, Hyagriv N Simhan, John M Thorp, Alan T N Tita, George R Saade

Faculty, Staff and Student Publications

BACKGROUND: In randomized trials, 1 primary outcome is typically chosen to evaluate the consequences of an intervention, whereas other important outcomes are relegated to secondary outcomes. This issue is amplified for many obstetrical trials in which an intervention may have consequences for both the pregnant person and the child. In contrast, desirability of outcome ranking, a paradigm shift for the design and analysis of clinical trials based on patient-centric evaluation, allows multiple outcomes-including from >1 individual-to be considered concurrently.

OBJECTIVE: This study aimed to describe desirability of outcome ranking methodology tailored to obstetrical trials and to apply the methodology to …