Applying Ht-Saxs To Chemical Ligand Screening,
2023
The Texas Medical Center Library
Applying Ht-Saxs To Chemical Ligand Screening, Chris A Brosey, Runze Shen, Davide Moiani, Darin E Jones, Kathryn Burnett, Greg L Hura, John A Tainer
Faculty, Staff and Student Publications
Chemical probes are invaluable tools for investigating essential biological processes. Understanding how small-molecule probes engage biomolecular conformations is critical to developing their functional selectivity. High-throughput solution X-ray scattering is well-positioned to profile target-ligand complexes during probe development, bringing conformational insight and selection to traditional ligand binding assays. Access to high-quality synchrotron SAXS datasets and high-throughput data analysis now allows routine academic users to incorporate conformational information into small-molecule development pipelines. Here we describe a general approach for benchmarking and preparing HT-SAXS chemical screens from small fragment libraries. Using the allosteric oxidoreductase Apoptosis-Inducing Factor (AIF) as an exemplary system, we illustrate …
Risk Stratification Of Postoperative Cardiopulmonary Toxicity After Trimodality Therapy For Esophageal Cancer,
2023
The Texas Medical Center Library
Risk Stratification Of Postoperative Cardiopulmonary Toxicity After Trimodality Therapy For Esophageal Cancer, Roman O Kowalchuk, Grant M Spears, Lindsay K Morris, Dawn Owen, Harry H Yoon, Krishan Jethwa, Michael D Chuong, Matthew J Ferris, Michael G Haddock, Christopher L Hallemeier, Dennis Wigle, Steven H Lin, Kenneth W Merrell
Faculty, Staff and Student Publications
Purpose/objective: Postoperative toxicity for esophageal cancer impacts patient quality of life and potentially overall survival (OS). We studied whether patient and toxicity parameters post-chemoradiation therapy predict for post-surgical cardiopulmonary total toxicity burden (CPTTB) and whether CPTTB was associated with short and long-term outcomes.
Materials/methods: Patients had biopsy-proven esophageal cancer treated with neoadjuvant chemoradiation and esophagectomy. CPTTB was derived from total perioperative toxicity burden (Lin et al. JCO 2020). To develop a CPTTB risk score predictive for major CPTTB, recursive partitioning analysis was used.
Results: From 3 institutions, 571 patients were included. Patients were treated with 3D (37%), IMRT (44%), and …
Mass Spectrometry Based Biomarkers For Early Detection Of Hcc Using A Glycoproteomic Approach,
2023
The Texas Medical Center Library
Mass Spectrometry Based Biomarkers For Early Detection Of Hcc Using A Glycoproteomic Approach, Yehia Mechref, Wenjing Peng, Sakshi Gautam, Parisa Ahmadi, Yu Lin, Jianhui Zhu, Jie Zhang, Suyu Liu, Amit G Singal, Neehar D Parikh, David M Lubman
Faculty, Staff and Student Publications
Hepatocellular carcinoma (HCC) is the fourth most common cause of cancer-related mortality worldwide and 80%-90% of HCC develops in patients that have underlying cirrhosis. Better methods of surveillance are needed to increase early detection of HCC and the proportion of patients that can be offered curative therapies. Recent work in novel mass spec-based methods for glycomic and glycopeptide analysis for discovery and confirmation of markers for early detection of HCC versus cirrhosis is reviewed in this chapter. Results from recent work in these fields by several groups and the progress made in developing markers of early HCC which can outperform …
Risk Prediction Of Pancreatic Cancer In Patients With Recent-Onset Hyperglycemia: A Machine-Learning Approach,
2023
The Texas Medical Center Library
Risk Prediction Of Pancreatic Cancer In Patients With Recent-Onset Hyperglycemia: A Machine-Learning Approach, Wansu Chen, Rebecca K Butler, Eva Lustigova, Suresh T Chari, Anirban Maitra, Jo A Rinaudo, Bechien U Wu
Faculty, Staff and Student Publications
Background: New-onset diabetes (NOD) has been suggested as an early indicator of pancreatic cancer. However, the definition of NOD by the American Diabetes Association requires 2 simultaneous or consecutive elevated glycemic measures. We aimed to apply a machine-learning approach using electronic health records to predict the risk in patients with recent-onset hyperglycemia.
Materials and methods: In this retrospective cohort study, health plan enrollees 50 to 84 years of age who had an elevated (6.5%+) glycated hemoglobin (HbA1c) tested in January 2010 to September 2018 with recent-onset hyperglycemia were identified. A total of 102 potential predictors were extracted. Ten imputation datasets …
A Comparative Analysis Of Radical Cystectomy With Perioperative Chemotherapy, Chemoradiation Therapy, Or Systemic Therapy In Patients With Clinically Advanced Node-Positive Bladder Cancer (Cn2/N3),
2023
The Texas Medical Center Library
A Comparative Analysis Of Radical Cystectomy With Perioperative Chemotherapy, Chemoradiation Therapy, Or Systemic Therapy In Patients With Clinically Advanced Node-Positive Bladder Cancer (Cn2/N3), Harshit Garg, Mukund Bhandari, Furkan Dursun, Michael A Liss, Dharam Kaushik, Robert S Svatek, Ahmed M Mansour
Faculty, Staff and Student Publications
Introduction: The management of non-metastatic clinically advanced lymph nodal (cN2/N3) bladder cancer (Stage IIIB) could involve radical cystectomy, chemoradiation, or systemic therapy alone. However, a definitive comparison between these approaches is lacking. This study aims to compare the outcomes of patients undergoing radical cystectomy with pelvic lymph node dissection (RC-PLND), chemoradiation therapy (CRT) or systemic therapy (including immunotherapy) (ST) only in patients with stage IIIB bladder cancer.
Materials and methods: A retrospective analysis of the National Cancer Database for patients with stage IIIB urothelial bladder cancer was done from 2004-2019. Patients were classified as Group A: Those who received RC-PLND …
Adverse Events Of Immune Checkpoint Therapy Alone Versus When Combined With Vascular Endothelial Growth Factor Inhibitors: A Pooled Meta-Analysis Of 1735 Patients,
2023
The Texas Medical Center Library
Adverse Events Of Immune Checkpoint Therapy Alone Versus When Combined With Vascular Endothelial Growth Factor Inhibitors: A Pooled Meta-Analysis Of 1735 Patients, Iuliia Kovalenko, Wern Lynn Ng, Yimin Geng, Yinghong Wang, Pavlos Msaouel, Shailender Bhatia, Petros Grivas, Raed Benkhadra, Omar Alhalabi
Faculty, Staff and Student Publications
Background: Combining immune checkpoint therapy (ICT) and vascular endothelial growth factor inhibitors (VEGFi) may result in increased treatment-related and immune-related adverse events (TRAEs and irAEs) compared to ICT alone. This metanalysis was conducted to identify prospective phase II or III clinical studies that evaluated the toxicity profile of ICT + VEGFi compared to ICT alone.
Methods: A systematic search was performed across all cancer types and major databases until August 10, 2022, and screening was done by two independent investigators. Inclusion criteria included phase 2 or 3 studies with at least one arm of patients treated with combination therapy and …
Cd73-Generated Extracellular Adenosine Promotes Resolution Of Neutrophil-Mediated Tissue Injury And Restrains Metaplasia In Pancreatitis,
2023
The Texas Medical Center Library
Cd73-Generated Extracellular Adenosine Promotes Resolution Of Neutrophil-Mediated Tissue Injury And Restrains Metaplasia In Pancreatitis, Baylee J O'Brien, Erika Y Faraoni, Lincoln N Strickland, Zhibo Ma, Victoria Mota, Samantha Mota, Xuebo Chen, Tingting Mills, Holger K Eltzschig, Kathleen E Delgiorno, Jennifer M Bailey-Lundberg
Faculty, Staff and Student Publications
Pancreatitis is currently the leading cause of gastrointestinal hospitalizations in the US. This condition occurs in response to abdominal injury, gallstones, chronic alcohol consumption or, less frequently, the cause remains idiopathic. CD73 is a cell surface ecto‐5′‐nucleotidase that generates extracellular adenosine, which can contribute to resolution of inflammation by binding adenosine receptors on infiltrating immune cells. We hypothesized genetic deletion of CD73 would result in more severe pancreatitis due to decreased generation of extracellular adenosine. CD73 knockout (CD73 −/−) and C57BL/6 (wild type, WT) mice were used to evaluate the progression and response of caerulein‐induced acute and chronic pancreatitis. …
A Th2-Score In The Tumor Microenvironment As A Predictive Biomarker Of Response To Bacillus Calmette Guérin In Patients With Non-Muscle Invasive Bladder Carcinoma: A Retrospective Study,
2023
The Texas Medical Center Library
A Th2-Score In The Tumor Microenvironment As A Predictive Biomarker Of Response To Bacillus Calmette Guérin In Patients With Non-Muscle Invasive Bladder Carcinoma: A Retrospective Study, Gustavo Martín Villoldo, María Teresa Pombo, Mariana Aris, Joaquín Chemi, Pablo Mandó, Supriya Nagaraju, Juan Camean, Adrián Burioni, Deborah Egea, Mora Amat, José León Mellado, José Mordoh, Alberto Villaronga, María Marcela Barrio
Faculty, Staff and Student Publications
Intravesical Bacillus Calmette Guerin (BCG) is the gold standard therapy for intermediate/high-risk non-muscle invasive bladder cancer (NMIBC). However, the response rate is ~60%, and 50% of non-responders will progress to muscle-invasive disease. BCG induces massive local infiltration of inflammatory cells (Th1) and ultimately cytotoxic tumor elimination. We searched for predictive biomarker of BCG response by analyzing tumor-infiltrating lymphocyte (TIL) polarization in the tumor microenvironment (TME) in pre-treatment biopsies. Pre-treatment biopsies from patients with NMIBC who received adequate intravesical instillation of BCG (n = 32) were evaluated retrospectively by immunohistochemistry. TME polarization was assessed by quantifying the T-Bet+ (Th1) and GATA-3+ …
Positron Emission Tomography Derived Metrics In Relapsed Or Refractory Large B-Cell Lymphoma With Residual Disease Before Autologous Stem Cell Transplant,
2023
The Texas Medical Center Library
Positron Emission Tomography Derived Metrics In Relapsed Or Refractory Large B-Cell Lymphoma With Residual Disease Before Autologous Stem Cell Transplant, Hua-Jay J Cherng, Guofan Xu, Lei Feng, Raphael Steiner, Luis Fayad, Paolo Strati, Ranjit Nair, Loretta J Nastoupil, Hun Ju Lee, Sattva S Neelapu, Christopher R Flowers, Maria Rodriguez, Michael Wang, Fredrick Hagemeister, Chelsea C Pinnix, Jeremy Ramdial, Samer Srour, Yago Nieto, Katayoun Rezvani, Richard Champlin, Partow Kebriaei, Jason Westin, Homer A Macapinlac, Elizabeth Shpall, Sairah Ahmed
Faculty, Staff and Student Publications
Salvage chemotherapy followed by high-dose chemotherapy and autologous stem cell transplantation (ASCT) is a potentially curative treatment for patients with relapsed or refractory large B-cell lymphoma (rrLBCL) with chemosensitive disease. A18 F-fluorodeoxyglucose positron emission tomography (PET) scan after salvage chemotherapy is used to assess response and eligibility for ASCT, but metrics for chemosensitivity in patients with residual disease are not well defined. We performed a single-centre retrospective analysis of 92 patients with a partial response or stable disease after salvage chemotherapy for rrLBCL who received ASCT to investigate PET-derived parameters and their prognostic utility. The Deauville 5-point Scale (D-5PS) score, …
Benchmarking Outcomes For Molecularly Characterized Synchronous Oligometastatic Non-Small-Cell Lung Cancer Reveal,
2023
The Texas Medical Center Library
Benchmarking Outcomes For Molecularly Characterized Synchronous Oligometastatic Non-Small-Cell Lung Cancer Reveal, Brian De, Ahsan S Farooqi, Kyle G Mitchell, Ethan B Ludmir, Jeff Lewis, Waree Rinsurongkawong, Vadeerat Rinsurongkawong, J Jack Lee, Stephen G Swisher, Don L Gibbons, Jianjun Zhang, Xiuning Le, Yasir Y Elamin, Daniel R Gomez, Matthew S Ning, Steven H Lin, Zhongxing Liao, Joe Y Chang, Ara A Vaporciyan, John V Heymach, Mara B Antonoff, Saumil J Gandhi
Faculty, Staff and Student Publications
Purpose: Local consolidative therapy (LCT) for patients with synchronous oligometastatic non-small-cell lung cancer is an evolving treatment strategy, but outcomes following LCT stratified by genetic mutations have not been reported. We sought to identify genomic associations with overall survival (OS) and progression-free survival (PFS) for these patients.
Methods: We identified all patients presenting between 2000 and 2017 with stage IV non-small-cell lung cancer and ≤ 3 synchronous metastatic sites. Patients were grouped according to mutational statuses. Primary outcomes included OS and PFS following initial diagnosis.
Results: Of 194 included patients, 121 received comprehensive LCT to all sites of disease with …
Construction Of The Interaction Network Of Hub Genes In The Progression Of Barrett's Esophagus To Esophageal Adenocarcinoma,
2023
The Texas Medical Center Library
Construction Of The Interaction Network Of Hub Genes In The Progression Of Barrett's Esophagus To Esophageal Adenocarcinoma, Kai Li, Peipei Duan, Haifa He, Ruijuan Du, Qian Wang, Pengju Gong, Hua Bian
Faculty, Staff and Student Publications
Introduction: Esophageal adenocarcinoma (EAC) is one of the histologic types of esophageal cancer with a poor prognosis. The majority of EAC originate from Barrett's esophagus (BE). There are few studies focusing on the dynamic progression of BE to EAC.
Methods: R software was used to analyze differentially expressed genes (DEGs) based on RNA-seq data of 94 normal esophageal squamous epithelial (NE) tissues, 113 BE tissues and 147 EAC tissues. The overlapping genes of DEGs between BE and EAC were analyzed by Venn diagram tool. The hub genes were selected by Cytoscape software based on the protein-protein interaction network of the …
Late Effects Of Craniospinal Irradiation Using Electron Spinal Fields For Pediatric Patients With Cancer,
2023
The Texas Medical Center Library
Late Effects Of Craniospinal Irradiation Using Electron Spinal Fields For Pediatric Patients With Cancer, Brian De, Marcus A Florez, Ethan B Ludmir, Moshe H Maor, Susan L Mcgovern, Mary Frances Mcaleer, David R Grosshans, Eric L Chang, Anita Mahajan, Arnold C Paulino
Faculty, Staff and Student Publications
Purpose: For children, craniospinal irradiation (CSI) with photons is associated with significant toxic effects. The use of electrons for spinal fields is hypothesized to spare anterior structures but the long-term effects remain uncertain. We studied late effects of CSI using electrons for spinal radiation therapy (RT).
Methods and materials: Records of 84 consecutive patients treated with CSI using electrons for the spine at a single institution between 1983 and 2014 were reviewed. Median age at RT was 5 (range, 1-14) years. The most common histologies were medulloblastoma/primitive neuroectodermal tumor (59%) and ependymoma (8%). The median prescribed dose to the entire …
Autologous T Cell Therapy For Mage-A4+ Solid Cancers In Hla-A*02+ Patients: A Phase 1 Trial,
2023
The Texas Medical Center Library
Autologous T Cell Therapy For Mage-A4+ Solid Cancers In Hla-A*02+ Patients: A Phase 1 Trial, David S Hong, Brian A Van Tine, Swethajit Biswas, Cheryl Mcalpine, Melissa L Johnson, Anthony J Olszanski, Jeffrey M Clarke, Dejka Araujo, George R Blumenschein, Partow Kebriaei, Quan Lin, Alex J Tipping, Joseph P Sanderson, Ruoxi Wang, Trupti Trivedi, Thejo Annareddy, Jane Bai, Stavros Rafail, Amy Sun, Lilliam Fernandes, Jean-Marc Navenot, Frederic D Bushman, John K Everett, Derin Karadeniz, Robyn Broad, Martin Isabelle, Revashnee Naidoo, Natalie Bath, Gareth Betts, Zohar Wolchinsky, Dzmitry G Batrakou, Erin Van Winkle, Erica Elefant, Armin Ghobadi, Amanda Cashen, Anne Grand'maison, Philip Mccarthy, Paula M Fracasso, Elliot Norry, Dennis Williams, Mihaela Druta, David A Liebner, Kunle Odunsi, Marcus O Butler
Faculty, Staff and Student Publications
Affinity-optimized T cell receptors can enhance the potency of adoptive T cell therapy. Afamitresgene autoleucel (afami-cel) is a human leukocyte antigen-restricted autologous T cell therapy targeting melanoma-associated antigen A4 (MAGE-A4), a cancer/testis antigen expressed at varying levels in multiple solid tumors. We conducted a multicenter, dose-escalation, phase 1 trial in patients with relapsed/refractory metastatic solid tumors expressing MAGE-A4, including synovial sarcoma (SS), ovarian cancer and head and neck cancer ( NCT03132922 ). The primary endpoint was safety, and the secondary efficacy endpoints included overall response rate (ORR) and duration of response. All patients (N = 38, nine tumor types) experienced …
Complex I Inhibitor Of Oxidative Phosphorylation In Advanced Solid Tumors And Acute Myeloid Leukemia: Phase I Trials,
2023
The Texas Medical Center Library
Complex I Inhibitor Of Oxidative Phosphorylation In Advanced Solid Tumors And Acute Myeloid Leukemia: Phase I Trials, Timothy A Yap, Naval Daver, Mikhila Mahendra, Jixiang Zhang, Carlos Kamiya-Matsuoka, Funda Meric-Bernstam, Hagop M Kantarjian, Farhad Ravandi, Meghan E Collins, Maria Emilia Di Francesco, Ecaterina E Dumbrava, Siqing Fu, Sisi Gao, Jason P Gay, Sonal Gera, Jing Han, David S Hong, Elias J Jabbour, Zhenlin Ju, Daniel D Karp, Alessia Lodi, Jennifer R Molina, Natalia Baran, Aung Naing, Maro Ohanian, Shubham Pant, Naveen Pemmaraju, Prithviraj Bose, Sarina A Piha-Paul, Jordi Rodon, Carolina Salguero, Koji Sasaki, Anand K Singh, Vivek Subbiah, Apostolia M Tsimberidou, Quanyun A Xu, Musa Yilmaz, Qi Zhang, Yuan Li, Christopher A Bristow, Meenakshi B Bhattacharjee, Stefano Tiziani, Timothy P Heffernan, Christopher P Vellano, Philip Jones, Cobi J Heijnen, Annemieke Kavelaars, Joseph R Marszalek, Marina Konopleva
Faculty, Staff and Student Publications
Although targeting oxidative phosphorylation (OXPHOS) is a rational anticancer strategy, clinical benefit with OXPHOS inhibitors has yet to be achieved. Here we advanced IACS-010759, a highly potent and selective small-molecule complex I inhibitor, into two dose-escalation phase I trials in patients with relapsed/refractory acute myeloid leukemia (NCT02882321, n = 17) and advanced solid tumors (NCT03291938, n = 23). The primary endpoints were safety, tolerability, maximum tolerated dose and recommended phase 2 dose (RP2D) of IACS-010759. The PK, PD, and preliminary antitumor activities of IACS-010759 in patients were also evaluated as secondary endpoints in both clinical trials. IACS-010759 had a narrow …
Glucocorticoid Mediated Inhibition Of Lkb1 Mutant Non-Small Cell Lung Cancers,
2023
The Texas Medical Center Library
Glucocorticoid Mediated Inhibition Of Lkb1 Mutant Non-Small Cell Lung Cancers, Kenneth E Huffman, Long Shan Li, Ryan Carstens, Hyunsil Park, Luc Girard, Kimberley Avila, Shuguang Wei, Rahul Kollipara, Brenda Timmons, Jessica Sudderth, Nawal Bendris, Jiyeon Kim, Pamela Villalobos, Junya Fujimoto, Sandra Schmid, Ralph J Deberardinis, Ignacio Wistuba, John Heymach, Ralf Kittler, Esra A Akbay, Bruce Posner, Yuzhuo Wang, Stephen Lam, Steven A Kliewer, David J Mangelsdorf, John D Minna
Faculty, Staff and Student Publications
The glucocorticoid receptor (GR) is an important anti-cancer target in lymphoid cancers but has been understudied in solid tumors like lung cancer, although glucocorticoids are often given with chemotherapy regimens to mitigate side effects. Here, we identify a dexamethasone-GR mediated anti-cancer response in a subset of aggressive non-small cell lung cancers (NSCLCs) that harbor Serine/Threonine Kinase 11 (STK11/LKB1) mutations. High tumor expression of carbamoyl phosphate synthase 1 (CPS1) was strongly linked to the presence of LKB1 mutations, was the best predictor of NSCLC dexamethasone (DEX) sensitivity (
Pathologic And Molecular Insights In Nodal T-Follicular Helper Cell Lymphomas,
2023
The Texas Medical Center Library
Pathologic And Molecular Insights In Nodal T-Follicular Helper Cell Lymphomas, Mario L Marques-Piubelli, Catalina Amador, Francisco Vega
Faculty, Staff and Student Publications
T-follicular helper (TFH) cells are one of the T-cell subsets with a critical role in the regulation of germinal center (GC) reactions. TFH cells contribute to the positive selection of GC B-cells and promote plasma cell differentiation and antibody production. TFH cells express a unique phenotype characterized by PD-1hi, ICOShi, CD40Lhi, CD95hi, CTLAhi, CCR7lo, and CXCR5hi . Three main subtypes of nodal TFH lymphomas have been described: 1) angioimmunoblastic-type, 2) follicular-type, and 3) not otherwise specified (NOS). The diagnosis of these neoplasms can be challenging, and it is rendered based on a combination of clinical, laboratory, histopathologic, immunophenotypic, and molecular …
When Guilt Works: A Comprehensive Meta-Analysis Of Guilt Appeals,
2023
The Texas Medical Center Library
When Guilt Works: A Comprehensive Meta-Analysis Of Guilt Appeals, Wei Peng, Qian Huang, Bingjing Mao, Di Lun, Ekaterina Malova, Jazmyne V Simmons, Nick Carcioppolo
Faculty, Staff and Student Publications
Introduction: Guilt appeals are widely used as a persuasive approach in various areas of practice. However, the strength and direction of the persuasive effects of guilt appeals are mixed, which could be influenced by theoretical and methodological factors.
Method: The present study is a comprehensive meta-analysis of 26 studies using a random-effects model to assess the persuasive effects of guilt appeals. In total, 127 effect sizes from seven types of persuasive outcomes (i.e., guilt, attitude, behavior, behavioral intention, non-guilt emotions, motivation, and cognition) were calculated based on 7,512 participants.
Results: The analysis showed a small effect size of guilt appeals …
Impact Of Region-Of-Interest Size On Immune Profiling Using Multiplex Immunofluorescence Tyramide Signal Amplification For Paraffin-Embedded Tumor Tissues,
2023
The Texas Medical Center Library
Impact Of Region-Of-Interest Size On Immune Profiling Using Multiplex Immunofluorescence Tyramide Signal Amplification For Paraffin-Embedded Tumor Tissues, Baohua Sun, Caddie Laberiano-Fernández, Ruth Salazar-Alejo, Jiexin Zhang, Jose Luis Solorzano Rendon, Jack Lee, Luisa Maren Solis Soto, Ignacio Ivan Wistuba, Edwin Roger Parra
Faculty, Staff and Student Publications
Introduction: Representative regions of interest (ROIs) analysis from the whole slide images (WSI) are currently being used to study immune markers by multiplex immunofluorescence (mIF) and single immunohistochemistry (IHC). However, the amount of area needed to be analyzed to be representative of the entire tumor in a WSI has not been defined.
Methods: We labeled tumor-associated immune cells by mIF and single IHC in separate cohorts of non-small cell lung cancer (NSCLC) samples and we analyzed them as whole tumor area as well as using different number of ROIs to know how much area will be need to represent the …
Exploration Of Cancer Associated Fibroblasts Phenotypes In The Tumor Microenvironment Of Classical And Pleomorphic Invasive Lobular Carcinoma,
2023
The Texas Medical Center Library
Exploration Of Cancer Associated Fibroblasts Phenotypes In The Tumor Microenvironment Of Classical And Pleomorphic Invasive Lobular Carcinoma, Harsh Batra, Qingqing Ding, Renganayaki Pandurengan, Heladio Ibarguen, Neus Bota Rabassedas, Aysegul Sahin, Ignacio Wistuba, Edwin Roger Parra, Maria Gabriela Raso
Faculty, Staff and Student Publications
UNLABELLED: As the second most common subtype of breast carcinoma, Invasive Lobular Carcinoma (ILC) microenvironment features have not been thoroughly explored. ILC has different histological subtypes and elucidating differences in their microenvironments could lead to a comprehensive development of cancer therapies. We designed a custom-made cancer associated fibroblast (CAFs) panel and used multiplex immunofluorescence to identify the differences in tumor microenvironment between Classic ILC and Pleomorphic ILC.
MATERIALS AND METHODS: Multiplex immunofluorescence were performed on formalin fixed paraffin embedded tissues using Opal-7 color kit. The antibodies used for phenotyping CAFs were Pan CK (AE1/AE3), CD45, A-SMA, FAP, S100, Thy-1 with …
Predictive Power Of Deep-Learning Segmentation Based Prognostication Model In Non-Small Cell Lung Cancer,
2023
The Texas Medical Center Library
Predictive Power Of Deep-Learning Segmentation Based Prognostication Model In Non-Small Cell Lung Cancer, Jordan C Gainey, Yusen He, Robert Zhu, Stephen S Baek, Xiaodong Wu, John M Buatti, Bryan G Allen, Brian J Smith, Yusung Kim
Faculty, Staff and Student Publications
Purpose: The study aims to create a model to predict survival outcomes for non-small cell lung cancer (NSCLC) after treatment with stereotactic body radiotherapy (SBRT) using deep-learning segmentation based prognostication (DESEP).
Methods: The DESEP model was trained using imaging from 108 patients with NSCLC with various clinical stages and treatment histories. The model generated predictions based on unsupervised features learned by a deep-segmentation network from computed tomography imaging to categorize patients into high and low risk groups for overall survival (DESEP-predicted-OS), disease specific survival (DESEP-predicted-DSS), and local progression free survival (DESEP-predicted-LPFS). Serial assessments were also performed using auto-segmentation based volumetric …
