Collective Motion In Hcp-Fe At Earth's Inner Core Conditions,
2023
The Texas Medical Center Library
Collective Motion In Hcp-Fe At Earth's Inner Core Conditions, Youjun Zhang, Yong Wang, Yuqian Huang, Junjie Wang, Zhixin Liang, Long Hao, Zhipeng Gao, Jun Li, Qiang Wu, Hong Zhang, Yun Liu, Jian Sun, Jung-Fu Lin
Faculty, Staff and Student Publications
Earth's inner core is predominantly composed of solid iron (Fe) and displays intriguing properties such as strong shear softening and an ultrahigh Poisson's ratio. Insofar, physical mechanisms to explain these features coherently remain highly debated. Here, we have studied longitudinal and shear wave velocities of hcp-Fe (hexagonal close-packed iron) at relevant pressure-temperature conditions of the inner core using in situ shock experiments and machine learning molecular dynamics (MLMD) simulations. Our results demonstrate that the shear wave velocity of hcp-Fe along the Hugoniot in the premelting condition, defined as
Enzyme-Mediated Depletion Of Methylthioadenosine Restores T Cell Function In Mtap-Deficient Tumors And Reverses Immunotherapy Resistance,
2023
The Texas Medical Center Library
Enzyme-Mediated Depletion Of Methylthioadenosine Restores T Cell Function In Mtap-Deficient Tumors And Reverses Immunotherapy Resistance, Donjeta Gjuka, Elio Adib, Kendra Garrison, Jianfeng Chen, Yuxue Zhang, Wenjiao Li, Daniel Boutz, Candice Lamb, Yuri Tanno, Amin Nassar, Talal El Zarif, Neil Kale, Mehrdad Rakaee, Tarek H Mouhieddine, Sarah Abou Alaiwi, Alexander Gusev, Thomas Rogers, Jianjun Gao, George Georgiou, David J Kwiatkowski, Everett Stone
Faculty, Staff and Student Publications
Chromosomal region 9p21 containing tumor suppressors CDKN2A/B and methylthioadenosine phosphorylase (MTAP) is one of the most frequent genetic deletions in cancer. 9p21 loss is correlated with reduced tumor-infiltrating lymphocytes (TILs) and resistance to immune checkpoint inhibitor (ICI) therapy. Previously thought to be caused by CDKN2A/B loss, we now show that it is loss of MTAP that leads to poor outcomes on ICI therapy and reduced TIL density. MTAP loss causes accumulation of methylthioadenosine (MTA) both intracellularly and extracellularly and profoundly impairs T cell function via the inhibition of protein arginine methyltransferase 5 (PRMT5) and by adenosine receptor agonism. Administration of …
Pls3 Missense Variants Affecting The Actin-Binding Domains Cause X-Linked Congenital Diaphragmatic Hernia And Body-Wall Defects,
2023
The Texas Medical Center Library
Pls3 Missense Variants Affecting The Actin-Binding Domains Cause X-Linked Congenital Diaphragmatic Hernia And Body-Wall Defects, Florence Petit, Mauro Longoni, Julie Wells, Richard S Maser, Eric L Bogenschutz, Matthew J Dysart, Hannah T M Contreras, Frederic Frénois, Barbara R Pober, Robin D Clark, Philip F Giampietro, Hilger H Ropers, Hao Hu, Maria Loscertales, Richard Wagner, Xingbin Ai, Harrison Brand, Anne-Sophie Jourdain, Marie-Ange Delrue, Brigitte Gilbert-Dussardier, Louise Devisme, Boris Keren, David J Mcculley, Lu Qiao, Rebecca Hernan, Julia Wynn, Tiana M Scott, Daniel G Calame, Zeynep Coban-Akdemir, Patricia Hernandez, Andres Hernandez-Garcia, Hagith Yonath, James R Lupski, Yufeng Shen, Wendy K Chung, Daryl A Scott, Carol J Bult, Patricia K Donahoe, Frances A High
Faculty, Staff and Student Publications
Congenital diaphragmatic hernia (CDH) is a relatively common and genetically heterogeneous structural birth defect associated with high mortality and morbidity. We describe eight unrelated families with an X-linked condition characterized by diaphragm defects, variable anterior body-wall anomalies, and/or facial dysmorphism. Using linkage analysis and exome or genome sequencing, we found that missense variants in plastin 3 (PLS3), a gene encoding an actin bundling protein, co-segregate with disease in all families. Loss-of-function variants in PLS3 have been previously associated with X-linked osteoporosis (MIM: 300910), so we used in silico protein modeling and a mouse model to address these seemingly disparate clinical …
Rare Variants In Long Non-Coding Rnas Are Associated With Blood Lipid Levels In The Topmed Whole-Genome Sequencing Study,
2023
The Texas Medical Center Library
Rare Variants In Long Non-Coding Rnas Are Associated With Blood Lipid Levels In The Topmed Whole-Genome Sequencing Study, Yuxuan Wang, Margaret Sunitha Selvaraj, Xihao Li, Zilin Li, Jacob A Holdcraft, Donna K Arnett, Joshua C Bis, John Blangero, Eric Boerwinkle, Donald W Bowden, Brian E Cade, Jenna C Carlson, April P Carson, Yii-Der Ida Chen, Joanne E Curran, Paul S De Vries, Susan K Dutcher, Patrick T Ellinor, James S Floyd, Myriam Fornage, Barry I Freedman, Stacey Gabriel, Soren Germer, Richard A Gibbs, Xiuqing Guo, Jiang He, Nancy Heard-Costa, Bertha Hildalgo, Lifang Hou, Marguerite R Irvin, Roby Joehanes, Robert C Kaplan, Sharon Lr Kardia, Tanika N Kelly, Ryan Kim, Charles Kooperberg, Brian G Kral, Daniel Levy, Changwei Li, Chunyu Liu, Don Lloyd-Jone, Ruth Jf Loos, Michael C Mahaney, Lisa W Martin, Rasika A Mathias, Ryan L Minster, Braxton D Mitchell, May E Montasser, Alanna C Morrison, Joanne M Murabito, Take Naseri, Jeffrey R O'Connell, Nicholette D Palmer, Michael H Preuss, Bruce M Psaty, Laura M Raffield, Dabeeru C Rao, Susan Redline, Alexander P Reiner, Stephen S Rich, Muagututi'a Sefuiva Ruepena, Wayne H-H Sheu, Jennifer A Smith, Albert Smith, Hemant K Tiwari, Michael Y Tsai, Karine A Viaud-Martinez, Zhe Wang, Lisa R Yanek, Wei Zhao, Nhlbi Trans-Omics For Precision Medicine (Topmed) Consortium, Jerome I Rotter, Xihong Lin, Pradeep Natarajan, Gina M Peloso
Faculty, Staff and Student Publications
Long non-coding RNAs (lncRNAs) are known to perform important regulatory functions in lipid metabolism. Large-scale whole-genome sequencing (WGS) studies and new statistical methods for variant set tests now provide an opportunity to assess more associations between rare variants in lncRNA genes and complex traits across the genome. In this study, we used high-coverage WGS from 66,329 participants of diverse ancestries with measurement of blood lipids and lipoproteins (LDL-C, HDL-C, TC, and TG) in the National Heart, Lung, and Blood Institute (NHLBI) Trans-Omics for Precision Medicine (TOPMed) program to investigate the role of lncRNAs in lipid variability. We aggregated rare variants …
An Update On Strategies To Deliver Protein And Peptide Drugs To The Eye,
2023
The Texas Medical Center Library
An Update On Strategies To Deliver Protein And Peptide Drugs To The Eye, Sai H S Boddu, Devarshi Acharya, Vivek Hala, Harshil Jani, Sonal Pande, Chirag Patel, Moyad Shahwan, Renukuntla Jwala, Ketan M Ranch
Faculty, Staff and Student Publications
In the past few decades, advancements in protein engineering, biotechnology, and structural biochemistry have resulted in the discovery of various techniques that enhanced the production yield of proteins, targetability, circulating half-life, product purity, and functionality of proteins and peptides. As a result, the utilization of proteins and peptides has increased in the treatment of many conditions, including ocular diseases. Ocular delivery of large molecules poses several challenges due to their high molecular weight, hydrophilicity, unstable nature, and poor permeation through cellular and enzymatic barriers. The use of novel strategies for delivering protein and peptides such as glycoengineering, PEGylation, Fc-fusion, chitosan …
Endocrine Therapy Synergizes With Smac Mimetics To Potentiate Antigen Presentation And Tumor Regression In Hormone Receptor-Positive Breast Cancer,
2023
The Texas Medical Center Library
Endocrine Therapy Synergizes With Smac Mimetics To Potentiate Antigen Presentation And Tumor Regression In Hormone Receptor-Positive Breast Cancer, Francisco Hermida-Prado, Yingtian Xie, Shira Sherman, Zsuzsanna Nagy, Douglas Russo, Tara Akhshi, Zhengtao Chu, Avery Feit, Marco Campisi, Minyue Chen, Agostina Nardone, Cristina Guarducci, Klothilda Lim, Alba Font-Tello, Irene Lee, Juana García-Pedrero, Israel Cañadas, Judith Agudo, Ying Huang, Tal Sella, Qingchun Jin, Nabihah Tayob, Elizabeth A Mittendorf, Sara M Tolaney, Xintao Qiu, Henry Long, William F Symmans, Jia-Ren Lin, Sandro Santagata, Isabelle Bedrosian, Denise A Yardley, Ingrid A Mayer, Edward T Richardson, Giacomo Oliveira, Catherine J Wu, Eugene F Schuster, Mitch Dowsett, Alana L Welm, David Barbie, Otto Metzger, Rinath Jeselsohn
Faculty, Staff and Student Publications
Immunotherapies have yet to demonstrate significant efficacy in the treatment of hormone receptor-positive (HR+) breast cancer. Given that endocrine therapy (ET) is the primary approach for treating HR+ breast cancer, we investigated the effects of ET on the tumor immune microenvironment (TME) in HR+ breast cancer. Spatial proteomics of primary HR+ breast cancer samples obtained at baseline and after ET from patients enrolled in a neoadjuvant clinical trial (NCT02764541) indicated that ET upregulated β2-microglobulin and influenced the TME in a manner that promotes enhanced immunogenicity. To gain a deeper understanding of the underlying mechanisms, the intrinsic effects of …
Clinical Genome Sequencing: Three Years’ Experience At A Tertiary Children’S Hospital,
2023
The Texas Medical Center Library
Clinical Genome Sequencing: Three Years’ Experience At A Tertiary Children’S Hospital, Runjun D Kumar, Lisa F Saba, Haley Streff, Chad A Shaw, Elizabeth Mizerik, Matthew T Snyder, Dolores Lopez-Terrada, Jennifer Scull
Duncan NRI Faculty and Staff Publications
Purpose: Genome sequencing (GS) may shorten the diagnostic odyssey for patients, but clinical experience with this assay in nonresearch settings remains limited. Texas Children's Hospital began offering GS as a clinical test to admitted patients in 2020, providing an opportunity to study GS utilization, possibilities for test optimization, and testing outcomes.
Methods: We retrospectively reviewed GS orders for admitted patients for a nearly 3-year period from March 2020 through December 2022. We gathered anonymized clinical data from the electronic health record to answer the study questions.
Results: The diagnostic yield over 97 admitted patients was 35%. The majority of GS …
Multi-Ancestry Genome-Wide Study Identifies Effector Genes And Druggable Pathways For Coronary Artery Calcification,
2023
The Texas Medical Center Library
Multi-Ancestry Genome-Wide Study Identifies Effector Genes And Druggable Pathways For Coronary Artery Calcification, Maryam Kavousi, Maxime M Bos, Hanna J Barnes, Christian L Lino Cardenas, Doris Wong, Haojie Lu, Chani J Hodonsky, Lennart P L Landsmeer, Adam W Turner, Minjung Kho, Natalie R Hasbani, Paul S De Vries, Donald W Bowden, Sandesh Chopade, Joris Deelen, Ernest Diez Benavente, Xiuqing Guo, Edith Hofer, Shih-Jen Hwang, Sharon M Lutz, Leo-Pekka Lyytikäinen, Lotte Slenders, Albert V Smith, Maggie A Stanislawski, Jessica Van Setten, Quenna Wong, Lisa R Yanek, Diane M Becker, Marian Beekman, Matthew J Budoff, Mary F Feitosa, Chris Finan, Austin T Hilliard, Sharon L R Kardia, Jason C Kovacic, Brian G Kral, Carl D Langefeld, Lenore J Launer, Shaista Malik, Firdaus A A Mohamed Hoesein, Michal Mokry, Reinhold Schmidt, Jennifer A Smith, Kent D Taylor, James G Terry, Jeroen Van Der Grond, Joyce Van Meurs, Rozemarijn Vliegenthart, Jianzhao Xu, Kendra A Young, Nuno R Zilhão, Robert Zweiker, Themistocles L Assimes, Lewis C Becker, Daniel Bos, J Jeffrey Carr, L Adrienne Cupples, Dominique P V De Kleijn, Menno De Winther, Hester M Den Ruijter, Myriam Fornage, Barry I Freedman, Vilmundur Gudnason, Aroon D Hingorani, John E Hokanson, M Arfan Ikram, Ivana Išgum, David R Jacobs, Mika Kähönen, Leslie A Lange, Terho Lehtimäki, Gerard Pasterkamp, Olli T Raitakari, Helena Schmidt, P Eline Slagboom, André G Uitterlinden, Meike W Vernooij, Joshua C Bis, Nora Franceschini, Bruce M Psaty, Wendy S Post, Jerome I Rotter, Johan L M Björkegren, Christopher J O'Donnell, Lawrence F Bielak, Patricia A Peyser, Rajeev Malhotra, Sander W Van Der Laan, Clint L Miller
Faculty, Staff and Student Publications
Coronary artery calcification (CAC), a measure of subclinical atherosclerosis, predicts future symptomatic coronary artery disease (CAD). Identifying genetic risk factors for CAC may point to new therapeutic avenues for prevention. Currently, there are only four known risk loci for CAC identified from genome-wide association studies (GWAS) in the general population. Here we conducted the largest multi-ancestry GWAS meta-analysis of CAC to date, which comprised 26,909 individuals of European ancestry and 8,867 individuals of African ancestry. We identified 11 independent risk loci, of which eight were new for CAC and five had not been reported for CAD. These new CAC loci …
Single-Cell Dissection Of Tumor Microenvironmental Response And Resistance To Cancer Therapy,
2023
The Texas Medical Center Library
Single-Cell Dissection Of Tumor Microenvironmental Response And Resistance To Cancer Therapy, Yikai Luo, Han Liang
Faculty, Staff and Student Publications
Cancer treatment strategies have evolved significantly over the years, with chemotherapy, targeted therapy, and immunotherapy as major pillars. Each modality leads to unique treatment outcomes by interacting with the tumor microenvironment (TME), which imposes a fundamental selective pressure on cancer progression. The advent of single-cell profiling technologies has revolutionized our understanding of the intricate and heterogeneous nature of the TME at an unprecedented resolution. This review delves into the commonalities and differential manifestations of how cancer therapies reshape the microenvironment in diverse cancer types. We highlight how groundbreaking immune checkpoint blockade (ICB) strategies alone or in combination with tumor-targeting treatments …
Emerging Therapeutics And Evolving Assessment Criteria For Intracranial Metastases In Patients With Oncogene-Driven Non-Small-Cell Lung Cancer,
2023
The Texas Medical Center Library
Emerging Therapeutics And Evolving Assessment Criteria For Intracranial Metastases In Patients With Oncogene-Driven Non-Small-Cell Lung Cancer, Kelsey Pan, Kyle Concannon, Jing Li, Jianjun Zhang, John V Heymach, Xiuning Le
Faculty, Staff and Student Publications
The improved survival outcomes of patients with non-small-cell lung cancer (NSCLC), largely owing to the improved control of systemic disease provided by immune-checkpoint inhibitors and novel targeted therapies, have highlighted the challenges posed by central nervous system (CNS) metastases as a devastating yet common complication, with up to 50% of patients developing such lesions during the course of the disease. Early-generation tyrosine-kinase inhibitors (TKIs) often provide robust systemic disease control in patients with oncogene-driven NSCLCs, although these agents are usually unable to accumulate to therapeutically relevant concentrations in the CNS owing to an inability to cross the blood-brain barrier. However, …
Dietary Intake And Quality Among Stroke Survivors: Nhanes 1999-2018,
2023
The Texas Medical Center Library
Dietary Intake And Quality Among Stroke Survivors: Nhanes 1999-2018, Erika R Zoellner, Mindy A Patterson, Anjail Z Sharrief, Sean I Savitz, Wesley J Tucker, Derek C Miketinas
Faculty, Staff and Student Publications
Background: Nutrition is an important modifiable risk factor for prevention and treatment of stroke. However, examination of nutrient intake and diet quality in stroke survivors is limited.
Objectives: The aim of the study was to estimate usual nutrient intake and diet quality in US adults with and without a history of self-reported stroke.
Methods: Using US National Health and Nutrition Examination Survey (NHANES) 1999-2018, we analyzed demographics, health history, and dietary intake data in 1626 individuals with a history of stroke matched for age, gender, and survey cycle to respective controls (n=1621) with no history of stroke. A minimum of …
Advances In Vaccine Development For Cancer Prevention And Treatment In Lynch Syndrome,
2023
The Texas Medical Center Library
Advances In Vaccine Development For Cancer Prevention And Treatment In Lynch Syndrome, Ana M Bolivar, Fahriye Duzagac, Krishna M Sinha, Eduardo Vilar
Faculty, Staff and Student Publications
Lynch Syndrome (LS) is one of the most common hereditary cancer syndromes, and is caused by mutations in one of the four DNA mismatch repair (MMR) genes, namely MLH1, MSH2, MSH6 and PMS2. Tumors developed by LS carriers display high levels of microsatellite instability, which leads to the accumulation of large numbers of mutations, among which frameshift insertion/deletions (indels) within microsatellite (MS) loci are the most common. As a result, MMR-deficient (MMRd) cells generate increased rates of tumor-specific neoantigens (neoAgs) that can be recognized by the immune system to activate cancer cell killing. In this context, LS is an ideal …
Correction: Sepsis Exacerbates Alzheimer’S Disease Pathophysiology, Modulates The Gut Microbiome, Increases Neuroinflammation And Amyloid Burden,
2023
The Texas Medical Center Library
Correction: Sepsis Exacerbates Alzheimer’S Disease Pathophysiology, Modulates The Gut Microbiome, Increases Neuroinflammation And Amyloid Burden, Vijayasree V Giridharan, Celso S G Catumbela, Carlos Henrique R Catalão, Juneyoung Lee, Bhanu P Ganesh, Fabricia Petronilho, Felipe Dal-Pizzol, Rodrigo Morales, Tatiana Barichello
Faculty, Staff and Student Publications
No abstract provided.
Web-Grading-A Tool To Test Personal Grading Of Renal And Prostate Cancer,
2023
The Texas Medical Center Library
Web-Grading-A Tool To Test Personal Grading Of Renal And Prostate Cancer, Glen Kristiansen, Matthias Schmid, Lars Egevad, Hemamali Samaratunga, Murali Varma, Kaan Inam, Hans-Jürgen Thiesen, Brett Delahunt, Yulin Dai
Faculty, Staff and Student Publications
Only a few pathologists have the opportunity to verify their personal grading through objective assessment. This study introduces a web-based grading platform to facilitate and validate the grading of renal cell carcinoma and prostate cancer. Two representative images of two clinically annotated cohorts of 100 cases each of prostate and renal cell carcinoma were used. Each participant was asked to grade a tumor series utilizing a three tiered grading system. Finally, a Kaplan-Meier curve was drawn, and the log-rank test was used for statistical testing of the p-value. The grading of 22 participants (68%) achieved prognostic significance. Further analysis highlighted …
The Concise Guide To Pharmacology 2023/24: Enzymes,
2023
The Texas Medical Center Library
The Concise Guide To Pharmacology 2023/24: Enzymes, Stephen P H Alexander, Doriano Fabbro, Eamonn Kelly, Alistair A Mathie, John A Peters, Emma L Veale, Jane F Armstrong, Elena Faccenda, Simon D Harding, Jamie A Davies, Stephanie Annett, Detlev Boison, Kathryn Elisa Burns, Carmen Dessauer, Jurg Gertsch, Nuala Ann Helsby, Angelo A Izzo, Rennolds Ostrom, Andreas Papapetropoulos, Nigel J Pyne, Susan Pyne, Tracy Robson, Roland Seifert, Johannes-Peter Stasch, Csaba Szabo, Mario Van Der Stelt, Albert Van Der Vliet, Val Watts, Szu Shen Wong
Faculty, Staff and Student Publications
The Concise Guide to PHARMACOLOGY 2023/24 is the sixth in this series of biennial publications. The Concise Guide provides concise overviews, mostly in tabular format, of the key properties of approximately 1800 drug targets, and about 6000 interactions with about 3900 ligands. There is an emphasis on selective pharmacology (where available), plus links to the open access knowledgebase source of drug targets and their ligands (www.guidetopharmacology.org), which provides more detailed views of target and ligand properties. Although the Concise Guide constitutes almost 500 pages, the material presented is substantially reduced compared to information and links presented on the website. It …
Kras G12c In Advanced Nsclc: Prevalence, Co-Mutations, And Testing,
2023
The Texas Medical Center Library
Kras G12c In Advanced Nsclc: Prevalence, Co-Mutations, And Testing, Tony Kiat Hon Lim, Ferdinandos Skoulidis, Keith M Kerr, Myung-Ju Ahn, Joshua R Kapp, Fernando A Soares, Yasushi Yatabe
Faculty, Staff and Student Publications
KRAS is the most commonly mutated oncogene in advanced, non-squamous, non-small cell lung cancer (NSCLC) in Western countries. Of the various KRAS mutants, KRAS G12C is the most common variant (~40%), representing 10-13% of advanced non-squamous NSCLC. Recent regulatory approvals of the KRASG12C-selective inhibitors sotorasib and adagrasib for patients with advanced or metastatic NSCLC harboring KRASG12C have transformed KRAS into a druggable target. In this review, we explore the evolving role of KRAS from a prognostic to a predictive biomarker in advanced NSCLC, discussing KRAS G12C biology, real-world prevalence, clinical relevance of co-mutations, and approaches to molecular testing. Real-world evidence …
Bayesian Approach For Design And Analysis Of Medical Device Trials In The Era Of Modern Clinical Studies,
2023
The Texas Medical Center Library
Bayesian Approach For Design And Analysis Of Medical Device Trials In The Era Of Modern Clinical Studies, Han Cao, Chen Yao, Ying Yuan
Faculty, Staff and Student Publications
Medical device technology develops rapidly, and the life cycle of a medical device is much shorter than drugs. It is necessary to evaluate the safety and effectiveness of a medical device in a timely manner to keep up with technology flux. Bayesian methods provides an efficient approach to addressing this challenge. In this article, we review the characteristics of the Bayesian approach and some Bayesian designs that were commonly used in medical device regulatory setting, including Bayesian adaptive design, Bayesian diagnostic design, Bayesian multiregional design, and Bayesian label expansion study. We illustrate these designs with medical devices approved by the …
Lurbinectedin In Patients With Pretreated Endometrial Cancer: Results From A Phase 2 Basket Clinical Trial And Exploratory Translational Study,
2023
The Texas Medical Center Library
Lurbinectedin In Patients With Pretreated Endometrial Cancer: Results From A Phase 2 Basket Clinical Trial And Exploratory Translational Study, Rebecca Kristeleit, Alexandra Leary, Jean Pierre Delord, Victor Moreno, Ana Oaknin, Daniel Castellano, Geoffrey I Shappiro, Cristian Fernández, Carmen Kahatt, Vicente Alfaro, Mariano Siguero, Daniel Rueda, Ali Zeaiter, Ahmad Awada, Ana Santaballa, Khalil Zaman, Jalid Sehouli, Vivek Subbiah
Faculty, Staff and Student Publications
Second-line treatment of endometrial cancer is an unmet medical need. Lurbinectedin showed promising antitumor activity in a phase I study in combination with doxorubicin in advanced endometrial cancer. This phase 2 Basket trial evaluated lurbinectedin 3.2 mg/m2 1-h intravenous infusion every 3 weeks in a cohort of 73 patients with pretreated endometrial cancer. The primary endpoint was overall response rate (ORR) according to RECIST v1.1. Secondary endpoints included duration of response (DoR), progression-free survival (PFS), overall survival (OS), safety and an exploratory translational study. Confirmed complete (CR) and partial response (PR) was reported in two and six patients, respectively (ORR …
Dimensionality Reduction For Improving Out-Of-Distribution Detection In Medical Image Segmentation,
2023
The Texas Medical Center Library
Dimensionality Reduction For Improving Out-Of-Distribution Detection In Medical Image Segmentation, Mckell Woodland, Nihil Patel, Mais Al Taie, Joshua P Yung, Tucker J Netherton, Ankit B Patel, Kristy K Brock
Faculty, Staff and Student Publications
Clinically-deployed deep learning-based segmentation models are known to fail on data outside of their training distributions. While clinicians review the segmentations, these models do tend to perform well in most instances, which could exacerbate automation bias. Therefore, it is critical to detect out-of-distribution images at inference to warn the clinicians that the model likely failed. This work applies the Mahalanobis distance post hoc to the bottleneck features of a Swin UNETR model that segments the liver on T1-weighted magnetic resonance imaging. By reducing the dimensions of the bottleneck features with principal component analysis, images the model failed on were detected …
International Association For The Study Of Lung Cancer Study Of Reproducibility In Assessment Of Pathologic Response In Resected Lung Cancers After Neoadjuvant Therapy,
2023
The Texas Medical Center Library
International Association For The Study Of Lung Cancer Study Of Reproducibility In Assessment Of Pathologic Response In Resected Lung Cancers After Neoadjuvant Therapy, Sanja Dacic, William Travis, Mary Redman, Anjali Saqi, Wendy A Cooper, Alain Borczuk, Jin-Haeng Chung, Carolyn Glass, Javier Martin Lopez, Anja C Roden, Lynette Sholl, Annikka Weissferdt, Juan Posadas, Angela Walker, Hu Zhu, Manuja T Wijeratne, Casey Connolly, Murry Wynes, Neus Bota-Rabassedas, Beatriz Sanchez-Espiridion, J Jack Lee, Sabina Berezowska, Teh-Ying Chou, Keith Kerr, Andrew Nicholson, Claudia Poleri, Kurt A Schalper, Ming-Sound Tsao, David P Carbone, Neal Ready, Tina Cascone, John Heymach, Boris Sepesi, Catherine Shu, Naiyer Rizvi, Josuha Sonett, Nasser Altorki, Mariano Provencio, Paul A Bunn, Mark G Kris, Chandra P Belani, Karen Kelly, Ignacio Wistuba
Faculty, Staff and Student Publications
Introduction: Pathologic response has been proposed as an early clinical trial end point of survival after neoadjuvant treatment in clinical trials of NSCLC. The International Association for the Study of Lung Cancer (IASLC) published recommendations for pathologic evaluation of resected lung cancers after neoadjuvant therapy. The aim of this study was to assess pathologic response interobserver reproducibility using IASLC criteria.
Methods: An international panel of 11 pulmonary pathologists reviewed hematoxylin and eosin-stained slides from the lung tumors of resected NSCLC from 84 patients who received neoadjuvant immune checkpoint inhibitors in six clinical trials. Pathologic response was assessed for percent viable …
