Life Sciences Commons^™

Three-Dimensional Deep Learning Normal Tissue Complication Probability Model To Predict Late Xerostomia In Patients With Head And Neck Cancer, Hung Chu, Suzanne P M De Vette, Hendrike Neh, Nanna M Sijtsema, Roel J H M Steenbakkers, Amy Moreno, Johannes A Langendijk, Peter M A Van Ooijen, Clifton D Fuller, Lisanne V Van Dijk

Faculty, Staff and Student Publications

Purpose: Conventional normal tissue complication probability (NTCP) models for patients with head and neck cancer are typically based on single-value variables, which, for radiation-induced xerostomia, are baseline xerostomia and mean salivary gland doses. This study aimed to improve the prediction of late xerostomia by using 3-dimensional information from radiation dose distributions, computed tomography imaging, organ-at-risk segmentations, and clinical variables with deep learning (DL).

Methods and materials: An international cohort of 1208 patients with head and neck cancer from 2 institutes was used to train and twice validate DL models (deep convolutional neural network, EfficientNet-v2, and ResNet) with 3-dimensional dose distribution, …

High-Grade B-Cell Lymphoma Not Otherwise Specified, With Diffuse Large B-Cell Lymphoma Gene Expression Signatures: Genomic Analysis And Potential Therapeutics, Waseem Lone, Alyssa Bouska, Tyler A Herek, Catalina Amador, Joo Song, Alexander M Xu, Dylan Jochum, Issa Ismail Issa, Dennis D Weisenburger, Xuan Zhang, Sharath Kumar Bhagavathi, Tayla B Heavican-Foral, Sunandini Sharma, Ab Rauf Shah, Abdul Rouf Mir, Aisha Ahmad Alkhinji, Dalia El-Gamal, Bhavana J Dave, Keenan Hartert, Jiayu Yu, Mallick Saumyaranjan, Timothy C Greiner, Julie Vose, Timothy W Mckeithan, Kai Fu, Michael Green, Chengfeng Bi, Akil Merchant, Wing C Chan, Javeed Iqbal

Faculty, Staff and Student Publications

High-grade B-cell lymphoma not otherwise specified (HGBCL, NOS) has overlapping morphological and genetic features with diffuse large B-cell lymphoma (DLBCL) and Burkitt lymphoma (BL), leading to uncertainty in its diagnosis and clinical management. Using functional genomic approaches, we previously characterized HGBCL and NOS, that demonstrate gene expression profiling (GEP), and genetic signatures similar to BL. Herein, we characterize distinct HGBCL, NOS, cohort (n = 55) in adults (n = 45) and in children (n = 10), and compared the GEP, genomic DNA copy number (CN), and mutational spectrum with de novo DLBCL (n = 85) and BL (n = 52). …

International Multicenter Retrospective Study From The Ultra-Rare Sarcoma Working Group On Low-Grade Fibromyxoid Sarcoma, Sclerosing Epithelioid Fibrosarcoma, And Hybrid Forms: Outcome Of Primary Localized Disease, Claudia Giani, Abdulazeez Salawu, Silva Ljevar, Ryan A Denu, Andrea Napolitano, Emanuela Palmerini, Elizabeth A Connolly, Koichi Ogura, Daniel D Wong, Roberto Scanferla, Evan Rosenbaum, Jyoti Bajpai, Zola Chia-Chen Li, Susie Bae, Lorenzo D'Ambrosio, Steve Bialick, Andrew J Wagner, Alexander T J Lee, Hanna Koseła-Paterczyk, Giacomo G Baldi, Antonella Brunello, Yeh Chen Lee, Herbert H Loong, Sosipatros Boikos, Fernando Campos, Carlo M Cicala, Robert G Maki, Nadia Hindi, Costanza Figura, Shahd S Almohsen, Sheyaskumar Patel, Robin L Jones, Toni Ibrahim, Rooshdiya Karim, Akira Kawai, Richard Carey-Smith, Richard Boyle, Silvia M Taverna, Alexander J Lazar, Elizabeth G Demicco, Judith V M G Bovee, Angelo P Dei Tos, Christopher Fletcher, Daniel Baumhoer, Marta Sbaraglia, Inga-Marie Schaefer, Rosalba Miceli, Alessandro Gronchi, Silvia Stacchiotti

Faculty, Staff and Student Publications

The aim of the study was to report the outcome of primary localized low-grade fibromyxoid sarcoma (LGFMS), sclerosing epithelioid fibrosarcoma (SEF), and hybrid LGFMS/SEF (H-LGFMS/SEF). Patients with primary localized LGFMS, SEF, or H-LGFMS/SEF, surgically treated with curative intent from January 2000 to September 2022, were enrolled from 14 countries and 27 institutions. Pathologic inclusion criteria were predefined by expert pathologists. The primary endpoint was overall survival (OS). Secondary endpoints were crude cumulative incidence (CCI) of local recurrence (LR), CCI of distant metastases (DM), and post-metastases OS (p-OS). Two hundred ninety-four patients (239 LGFMS, 32 SEF, and 23 H-LGFMS/SEF) were identified. …

Histopathologic Progression And Metastatic Relapse Outcomes In Small Cell Neuroendocrine Carcinomas Of The Urinary Tract, Mohammad Jad Moussa, Georges C Tabet, Arlene O Siefker-Radtke, Lianchun Xiao, Nathaniel R Wilson, Jianjun Gao, Christopher J Logothetis, Petros Grivas, Byron Lee, Amishi Y Shah, Pavlos Msaouel, Roger Li, Leticia Campos Clemente, Jianping Zhao, Nizar M Tannir, Ashish M Kamat, Donna E Hansel, Charles C Guo, Matthew T Campbell, Omar Alhalabi

Faculty, Staff and Student Publications

Introduction: Small cell neuroendocrine carcinoma of the urinary tract (SCNEC-URO) has an inferior prognosis compared to conventional urothelial carcinoma (UC). Here, we evaluate the predictors and patterns of relapse after surgery.

Materials and methods: We identified a definitive-surgery cohort (n = 224) from an institutional database of patients with cT1-T4NxM0 SCNEC-URO treated in 1985-2021. Histopathologic review was conducted by independent pathologists. Relapse event was the time-to-event outcome, and relapse probabilities were estimated using a competing risk method with cumulative incidence functions (CIFs). Fine-Gray distribution models assessed covariate associations.

Results: Most patients (161, 71.9%) received neoadjuvant chemotherapy (neoCTX). Ninety two (41%) …

Outcomes Of Patients Treated With Chemotherapy For Breast Cancer During Pregnancy Compared With Nonpregnant Breast Cancer Patients Treated With Systemic Therapy, Helen M Johnson, Juhee Song, Carla L Warneke, Ashley L Martinez, Jennifer K Litton, Oluchi C Oke

Faculty, Staff and Student Publications

Introduction: Prior studies of patients treated for breast cancer during pregnancy (PrBC) report mixed outcomes and are limited by substandard treatment, small cohorts, and short follow-up. This study compared survival outcomes of PrBC patients treated with chemotherapy during pregnancy with nonpregnant patients matched by age, year of diagnosis, stage, and subtype.

Methods: PrBC patients treated from 1989 to 2022 on prospective institutional protocols were eligible. Disease-free survival (DFS), overall survival (OS), and progression-free survival (PFS) were estimated using the Kaplan-Meier method and multivariable Cox proportional hazards regression.

Results: Among 143 PrBC and 285 nonpregnant patients, median follow-up was 11.4 years. …

Outcomes With Bridging Radiation Therapy Prior To Chimeric Antigen Receptor T-Cell Therapy In Patients With Aggressive Large B-Cell Lymphomas, Gohar S Manzar, Chelsea C Pinnix, Stephanie O Dudzinski, Kathryn E Marqueen, Elaine E Cha, Lewis F Nasr, Alison K Yoder, Michael K Rooney, Paolo Strati, Sairah Ahmed, Chijioke Nze, Ranjit Nair, Luis E Fayad, Michael Wang, Loretta J Nastoupil, Jason R Westin, Christopher R Flowers, Sattva S Neelapu, Jillian R Gunther, Bouthaina S Dabaja, Susan Y Wu, Penny Q Fang

Faculty, Staff and Student Publications

Background: Select patients with relapsed/refractory aggressive B cell lymphoma may benefit from bridging radiation (bRT) prior to anti-CD19-directed chimeric antigen receptor T cell therapy (CAR-T). Here, we examined patient and treatment factors associated with outcomes and patterns of failure after bRT and CAR-T.

Methods: We retrospectively reviewed adults with diffuse large B-cell lymphoma (DLBCL) who received bRT prior to axicabtagene ciloleucel, tisagenlecleucel, or lisocabtagene maraleucel between 11/2017-4/2023. Clinical/treatment characteristics, response, and toxicity were extracted. Survival was modeled using Kaplan-Meier or Cox regression models for events distributed over time, or binary logistic regression for disease response. Fisher's Exact Test or Mann-Whitney …

Patterns Of Loco-Regional Progression And Patient Outcomes After Definitive-Dose Radiation Therapy For Anaplastic Thyroid Cancer, Julianna K Bronk, Alexander Augustyn, Abdallah S R Mohamed, C David Fuller, Adam S Garden, Amy C Moreno, Anna Lee, William H Morrison, Jack Phan, Jay P Reddy, David I Rosenthal, Michael T Spiotto, Steven J Frank, Ramona Dadu, Naifa Busaidy, Mark Zafereo, Jennifer R Wang, Anastasios Maniakas, Renata Ferrarotto, Priyanka C Iyer, Maria E Cabanillas, G Brandon Gunn

Faculty, Staff and Student Publications

Background: The aim of this study is to characterize the patterns of loco-regional progression (LRP) and outcomes after definitive-dose intensity modulated radiation therapy (IMRT) for anaplastic thyroid cancer (ATC) with macroscopic neck disease at the time of IMRT.

Methods: Disease/treatment characteristics and outcomes for patients with unresected or incompletely resected ATC who received IMRT (≥45 Gy) were retrospectively reviewed. For those with LRP after IMRT, progressive/recurrent gross tumor volumes (rGTV) were contoured on diagnostic CTs and co-registered with initial planning CTs using deformable image registration. rGTVs were classified based on established spatial/dosimetric criteria.

Results: Forty patients treated between 2010-2020 formed …

Dedifferentiated Liposarcomas Treated With Immune Checkpoint Blockade: The Md Anderson Experience, Madeline B Torres, Cheuk Hong Leung, Marianne Zoghbi, Rossana Lazcano, Davis Ingram, Khalida Wani, Emily Z Keung, M Alejandra Zarzour, Christopher P Scally, Kelly K Hunt, Anthony Conley, Andrew J Bishop, B Ashleigh Guadagnolo, Ahsan Farooqi, Devarati Mitra, Alison K Yoder, Michael S Nakazawa, Dejka Araujo, Andrew Livingston, Ravin Ratan, Shreyaskumar Patel, Vinod Ravi, Alexander J Lazar, Christina L Roland, Neeta Somaiah, Elise F Nassif Haddad

Faculty, Staff and Student Publications

Background: Dedifferentiated liposarcoma (DDLPS) is one of the most common types of soft tissue sarcoma (STS) characterized by liposarcomatous differentiation and a predilection for the retroperitoneum. Despite the growing number of histology-specific immune checkpoint blockade (ICB) trials in STS, it is still difficult to identify the radiographic objective response rate (ORR) for DDLPS in the real world setting. This study aimed to evaluate the ORR and survival of patients with DDLPS treated with ICB at a single center.

Methods: We conducted a retrospective study of 31 patients with pathologically confirmed DDLPS treated with ICB at MD Anderson Cancer Center between …

Inhibition Of Nitric Oxide Synthase Transforms Carotid Occlusion-Mediated Benign Oligemia Into De Novo Large Cerebral Infarction, Ha Kim, Jinyong Chung, Jeong Wook Kang, Dawid Schellingerhout, Soo Ji Lee, Hee Jeong Jang, Inyeong Park, Taesu Kim, Dong-Seok Gwak, Ji Sung Lee, Sung-Ha Hong, Kang-Hoon Je, Hee-Joon Bae, Joohon Sung, Eng H Lo, James Faber, Cenk Ayata, Dong-Eog Kim

Faculty, Staff and Student Publications

No abstract provided.

Efficacy Of A Smartphone Application Assisting Home-Based Rehabilitation And Symptom Management For Patients With Lung Cancer Undergoing Video-Assisted Thoracoscopic Lobectomy: A Prospective, Single-Blinded, Randomised Control Trial (Popper Study, Chao Lv, Fangliang Lu, Xiugeng Zhou, Xiang Li, Wenhua Yu, Chune Zhang, Kaishen Chen, Songtao Du, Chao Han, Jia Wang, Yuzhao Wang, Shaolei Li, Liang Wang, Yinan Liu, Shanyuan Zhang, Miao Huang, Dongdong Song, Dachuan Zhao, Bing Liu, Yaqi Wang, Xinrun Cui, Zhiwei Zhou, Shi Yan, Nan Wu

Faculty, Staff and Student Publications

Background: Video-assisted thoracoscopic (VATS) lobectomy can affect patients' pulmonary function and quality of life significantly. No optimal protocol combining patient-reported outcome-based symptom management and postdischarge rehabilitation programme has yet been established. This study aimed to assess the efficacy of a novel smartphone app designed for home-based symptom management and rehabilitation.

Methods: The app was developed based on three modules: a symptom reporting system with alerts, aerobic and respiratory training exercises, and educational material. Four core symptoms were selected based on a questionnaire survey of 201 patients and three rounds of Delphi voting by 30 experts. The authors screened 265 patients …

Plasma Dna Methylation-Based Biomarkers For Mpnst Detection In Patients With Neurofibromatosis Type 1, Katarzyna Tomczak, Manishkumar S Patel, Angela D Bhalla, Christine B Peterson, Sharon M Landers, S Carson Callahan, Di Zhang, Justin Wong, Jace P Landry, Alexander J Lazar, J Andrew Livingston, B Ashleigh Guadagnolo, Heather G Lyu, Heather Lillemoe, Christina L Roland, Emily Z Keung, Christopher P Scally, Kelly K Hunt, Ian E Mccutcheon, John M Slopis, Jian Gu, Paul Scheet, Liang Wang, Kunal Rai, Keila E Torres

Faculty, Staff and Student Publications

Malignant peripheral nerve sheath tumor (MPNST) development is characterized by an altered DNA methylation landscape, which presents a promising area for developing MPNST-specific biomarkers for screening patients with NF1. Genome-wide DNA methylation profiling of a cohort of 13 patients with MPNST (29 samples of tumor and adjacent neurofibroma tissues) and of NF1-MPNST cell lines was performed to identify and validate candidate MPNST-specific CpG sites (CpGs). A logistic regression prediction model was constructed to select MPNST-specific CpGs distinct from adjacent neurofibromas and normal tissues. To test if hypermethylation at selected CpGs can also be detected in plasma from patients with MPNST, …

Ntrk Fusion-Positive Thyroid Carcinoma: From Diagnosis To Targeted Therapy, Vicente R Marczyk, Sasan Fazeli, Ramona Dadu, Naifa L Busaidy, Priyanka Iyer, Mimi I Hu, Steven I Sherman, Sarah Hamidi, Sayed Mohsen Hosseini, Michelle D Williams, Salmaan Ahmed, Mark J Routbort, Raja Luthra, Sinchita Roy-Chowdhuri, Francis Anthony San Lucas, Keyur P Patel, David S Hong, Mark Zafereo, Jennifer R Wang, Anastasios Maniakas, Steven G Waguespack, Maria E Cabanillas

Faculty, Staff and Student Publications

Purpose: Neurotrophic tropomyosin receptor kinase (NTRK) fusions may act as an oncogenic driver in thyroid carcinomas. Given their low frequency, clinical, pathological, and molecular data on these patients and their responses to targeted therapies are limited.

Methods: This is an observational retrospective study conducted at a single high-volume cancer center in the United States. Data were retrospectively collected from medical records.

Results: We included 65 patients (37 adult, 28 pediatric) with an NTRK fusion-positive thyroid carcinoma (24 NTRK1, 41 NTRK3), of which 54 were papillary thyroid carcinomas (PTC), four poorly differentiated thyroid carcinomas (PDTC), and seven …

Utility Of Pre-Procedural [99mtc]Tcmaa Spect/Ct Multicompartment Dosimetry For Treatment Planning Of 90y Glass Microspheres In Patients With Hepatocellular Carcinoma: Comparison Of Anatomic Versus [99mtc]Tcmaa-Based Segmentation, Marnix Lam, Etienne Garin, Paul Haste, Alban Denys, Brian Geller, S Cheenu Kappadath, Cuneyt Turkmen, Daniel Y Sze, Hamad Saleh Alsuhaibani, Ken Herrmann, Marco Maccauro, Murat Cantasdemir, Matthew Dreher, Kirk D Fowers, Vanessa Gates, Riad Salem

Faculty, Staff and Student Publications

Purpose: Pre-treatment [99mTc]TcMAA-based radioembolization treatment planning using multicompartment dosimetry involves the definition of the tumor and normal tissue compartments and calculation of the prescribed absorbed doses. The aim was to compare the real-world utility of anatomic and [99mTc]TcMAA-based segmentation of tumor and normal tissue compartments.

Materials and methods: Included patients had HCC treated by glass [90Y]yttrium microspheres, ≥ 1 tumor, ≥ 3 cm diameter and [99mTc]TcMAA SPECT/CT imaging before treatment. Segmentation was performed retrospectively using dedicated dosimetry software: (1) anatomic (diagnostic CT/MRI-based), and (2) [99mTc]TcMAA threshold-based (i.e., using an activity-isocontour threshold). CT/MRI was co-registered with [99mTc]TcMAA SPECT/CT. Logistic regression and …

Moderately Hypofractionated, Preoperative Radiotherapy In Patients With Soft Tissue Sarcomas (Hyport-Sts): Updated Local Control, Late Toxicities, And Patient-Reported Outcomes, Andrew J Bishop, Devarati Mitra, Ahsan Farooqi, David M Swanson, Caroline Hempel, Tiara Willis, Chris Pearlnath, Wei-Lien Wang, Ravin Ratan, Neeta Somaiah, Robert S Benjamin, Keila E Torres, Kelly K Hunt, Christopher P Scally, Emily Z Keung, Robert L Satcher, Justin E Bird, Patrick P Lin, Bryan S Moon, Valerae O Lewis, Christina L Roland, B Ashleigh Guadagnolo

Faculty, Staff and Student Publications

Background: Moderately hypofractionated, preoperative radiotherapy in patients with soft tissue sarcomas (HYPORT-STS; ClinicalTrials.gov identifier NCT03819985) investigated a radiobiologically equivalent, moderately hypofractionated course of preoperative radiotherapy (RT) 15 × 2.85 Gy in patients with soft tissue sarcoma (STS). Here, the authors report longer term follow-up to update local control and report late toxicities, as well as functional and patient-reported outcomes.

Methods: HYPORT-STS was a single-center, open-label, single-arm, prospective phase 2 clinical trial that enrolled 120 eligible adult patients with localized STS of the extremities or superficial trunk between 2018 and 2021. Patients received a 3-week course of preoperative RT followed …

Long-Term Follow-Up Of A Phase 2 Study Of All-Trans Retinoic Acid, Arsenic Trioxide, And Gemtuzumab Ozogamicin In Acute Promyelocytic Leukemia, Wei-Ying Jen, Jennifer Marvin-Peek, Hagop M Kantarjian, Yesid Alvarado, Gautam Borthakur, Elias Jabbour, William Wierda, Tapan M Kadia, Naval G Daver, Courtney D Dinardo, Nicholas J Short, Nitin Jain, Alessandra Ferrajoli, Steven Kornblau, Musa Yilmaz, Maro Ohanian, David Mccue, Jan Burger, Danielle Hammond, Keyur Patel, Ghayas C Issa, Naveen Pemmaraju, Koji Sasaki, Abhishek Maiti, Hussein A Abbas, Kelly Chien, Koichi Takahashi, Fadi Haddad, Prithviraj Bose, Lucia Masarova, Guillermo Montalban-Bravo, Mahesh Swaminathan, Mark Brandt, Sherry Pierce, Guillermo Garcia-Manero, Farhad Ravandi

Faculty, Staff and Student Publications

Background: All-trans retinoic acid (ATRA) and arsenic trioxide (ATO) combinations have produced excellent outcomes in patients with standard-risk acute promyelocytic leukemia (APL). Herein, the authors update their long-term results with the regimen of ATO-ATRA and gemtuzumab ozogamicin (GO) in standard-risk and high-risk APL.

Methods: This was a phase 2 trial of patients with newly diagnosed APL. Induction comprised ATRA 45 mg/m2 and ATO 0.15 mg/kg daily. GO 6-9 mg/m2 was added for high-risk patients and for standard-risk patients who developed leukocytosis >10 × 109/L. Consolidation consisted of four courses of ATO-ATRA, with GO for patients who had PML::RARA persistence.

Results: …

Long-Term Symptom Burden In A Young, Ambulatory Cohort After The Omicron Outbreak In China, Simeng Ren, Yumeng Tan, Hongkun Xu, Mian Wang, Rumei Xiang, Jiayue Jin, Baojin Han, Jiaheng Shi, Jingyu Zhang, Jinliang Yang, Xin Tian, Ying Li, Jiaojiao Chen, Wenzheng Zhang, Jingqi Yang, Xin Shelley Wang, Qiuling Shi, Jie Liu

Faculty, Staff and Student Publications

Introduction: At the end of 2022, an outbreak of the Omicron BF.7 and BA.5.2 subvariants of SARS-CoV-2 occurred in China. In this prospective cohort study, we investigated the pattern of development of major symptom burden and influencing factors in infected Chinese patients.

Methods: First-time infected outpatients were enrolled from December 7, 2022, to January 11, 2023 (N = 355). The prevalence of symptoms was monitored by a repeated patient-reported quantitative symptom survey over nine months.

Results: At the onset of the infection, the most prevalent symptoms (score ≥1 on a 0-10 numeric rating scale) were fatigue (91.8%), cough (91.8%), …

Characterization Of Additive Gene-Environment Interactions For Colorectal Cancer Risk, Claire E Thomas, Yi Lin, Michelle Kim, Eric S Kawaguchi, Conghui Qu, Caroline Y Um, Brigid M Lynch, Bethany Van Guelpen, Kostas Tsilidis, Robert Carreras-Torres, Franzel J B Van Duijnhoven, Lori C Sakoda, Peter T Campbell, Yu Tian, Jenny Chang-Claude, Stéphane Bézieau, Arif Budiarto, Julie R Palmer, Polly A Newcomb, Graham Casey, Loic Le Marchandz, Marios Giannakis, Christopher I Li, Andrea Gsur, Christina Newton, Mireia Obón-Santacana, Victor Moreno, Pavel Vodicka, Hermann Brenner, Michael Hoffmeister, Andrew J Pellatt, Robert E Schoen, Niki Dimou, Neil Murphy, Marc J Gunter, Sergi Castellví-Bel, Jane C Figueiredo, Andrew T Chan, Mingyang Song, Li Li, D Timothy Bishop, Stephen B Gruber, James W Baurley, Stephanie A Bien, David V Conti, Jeroen R Huyghe, Anshul Kundaje, Yu-Ru Su, Jun Wang, Temitope O Keku, Michael O Woods, Sonja I Berndt, Stephen J Chanock, Catherine M Tangen, Alicja Wolk, Andrea Burnett-Hartman, Anna H Wu, Emily White, Matthew A Devall, Virginia Díez-Obrero, David A Drew, Edward Giovannucci, Akihisa Hidaka, Andre E Kim, Juan Pablo Lewinger, John Morrison, Jennifer Ose, Nikos Papadimitriou, Bens Pardamean, Anita R Peoples, Edward A Ruiz-Narvaez, Anna Shcherbina, Mariana C Stern, Xuechen Chen, Duncan C Thomas, Elizabeth A Platz, W James Gauderman, Ulrike Peters, Li Hsu

Faculty, Staff and Student Publications

Background: Colorectal cancer (CRC) is a common, fatal cancer. Identifying subgroups who may benefit more from intervention is of critical public health importance. Previous studies have assessed multiplicative interaction between genetic risk scores and environmental factors, but few have assessed additive interaction, the relevant public health measure.

Methods: Using resources from CRC consortia, including 45,247 CRC cases and 52,671 controls, we assessed multiplicative and additive interaction (relative excess risk due to interaction, RERI) using logistic regression between 13 harmonized environmental factors and genetic risk score, including 141 variants associated with CRC risk.

Results: There was no evidence of multiplicative interaction …

Structured Personalized Oxygen And Supportive Therapies For Dyspnea In Oncology (Spot-On): A Personalized Randomized Clinical Trial Protocol, David Hui, Min Ji Kim, Saji Thomas, Gautam Sachdev, Sanjay Shete, Nisha Rathi, Nicole Hensch, Vera De La Cruz, Amy Ontai, Donald A Mahler, Jie Li, Eduardo Bruera

Faculty, Staff and Student Publications

Background: Low-flow supplemental oxygen (LFSO), high-flow nasal cannula (HFNC), and non-invasive ventilation (NIV) are often used for palliation of dyspnea in hospitalized patients. However, it is unclear how patients prefer to use these modalities and how they can be personalized for optimal dyspnea relief. The objective of this randomized clinical trial is to compare the effect of a personalized respiratory therapist (RT)-led intervention, termed SPOT-ON, and enhanced usual care on dyspnea intensity in both hypoxemic and non-hypoxemic hospitalized patients with cancer.

Methods: In this two-arm, parallel group, partially blinded, waitlist-controlled randomized clinical trial, hospitalized patients with advanced cancer and at …

Exploring The Role Of Reward Functioning In The Overlap Of Post-Traumatic Stress And Cocaine Use Disorder, Kate Hull, Hanaan Bing-Canar, Krista Miloslavich, Christopher Holden, Aneet Ahluwalia, Scott D Lane, Joy M Schmitz, Margaret C Wardle

Faculty, Staff and Student Publications

Background: Posttraumatic stress disorder (PTSD) symptoms are common in people with cocaine use disorder (CUD), and even sub-threshold PSTD symptoms result in worse treatment outcomes. Difficulties with reward functioning may drive this comorbidity. Impairments in reward functioning are prominent in both PTSD and CUD and contribute to development of substance use problems after trauma. There are three distinct reward processes that may be involved in the PTSD/CUD overlap: consummatory reward (ability to experience pleasure), motivational reward (willingness to exert effort for rewards), and reward learning (adapting behavior based on reward history). Here we test whether impairments in these reward functions …

Consolidation Alk Tyrosine Kinase Inhibitors Versus Durvalumab Or Observation After Chemoradiation In Unresectable Stage Iii Alk-Positive Nsclc, Amin H Nassar, Ritujith Jayakrishnan, Jamie Feng, Frances Shepherd, Elio Adib, Justin M Cheung, Jessica J Lin, Yufei Liu, Steven H Lin, Kaushal Parikh, Arthi Sridhar, Purnima Shakya, Thomas J Dilling, David Kaldas, Jhanelle E Gray, Anastasiya Lobachov, Jair Bar, Heike Luders, Christian Grohe, Shruti Gupta, Ticiana Leal, Bailey Fitzgerald, Fionnuala Crowley, Yu Fujiwara, Thomas U Marron, Molly Wilgucki, Joshua Reuss, Luxi Chen, Kamya Sankar, Jacqueline V Aredo, Joel W Neal, Heather A Wakelee, Rohit Thummalapalli, Helena Yu, Ryan Whitaker, Ana Velazquez, Meera Ragavan, Alessio Cortellini, David J Kwiatkowski, Abdul Rafeh Naqash, Sarah B Goldberg, So Yeon Kim

Faculty, Staff and Student Publications

Introduction: Patients with advanced ALK-positive NSCLC typically have poor response to immunotherapy; the benefit of consolidation durvalumab in patients with unresectable stage III ALK-positive NSCLC remains unclear. Herein, we compare the efficacy and safety of consolidation ALK tyrosine kinase inhibitor (TKI) versus durvalumab or observation after concurrent chemoradiation.

Methods: We conducted a retrospective study using a multicenter study of 17 institutions globally. Patients with unresectable stage III ALK-positive NSCLC treated between 2015 and 2022 were included. Patients received ALK TKI, durvalumab, or observation after concurrent chemoradiation. Real-world progression-free survival (rwPFS) and overall survival (OS) were estimated using Kaplan-Meier method. Treatment-related …

Combining Biology-Based And Mri Data-Driven Modeling To Predict Response To Neoadjuvant Chemotherapy In Patients With Triple-Negative Breast Cancer, Casey E Stowers, Chengyue Wu, Zhan Xu, Sidharth Kumar, Clinton Yam, Jong Bum Son, Jingfei Ma, Jonathan I Tamir, Gaiane M Rauch, Thomas E Yankeelov

Faculty, Staff and Student Publications

Triple-negative breast cancer (TNBC) is an aggressive breast cancer subtype associated with limited targeted treatment options, heterogeneous treatment response, and high risk of early recurrence. Artificial intelligence (AI) has rapidly emerged as a powerful tool to address key clinical challenges in TNBC across diagnosis, treatment response assessment, and prognosis. Diagnostic and staging challenges persist due to variable imaging features in TNBC and limitations in conventional modalities, increasing the risk of delayed detection. Predicting response to neoadjuvant systemic therapy remains difficult, as patient responses are heterogeneous, and existing clinical markers provide limited early predictive value. Prognostication in TNBC is similarly constrained …

Real-World Outcomes Of Upfront Autologous Hematopoietic Stem Cell Transplantation In Patients With Newly Diagnosed Multiple Myeloma With Deletion 17p, Curtis Marcoux, Oren Pasvolsky, Denái R Milton, Mark R Tanner, Qaiser Bashir, Samer Srour, Neeraj Saini, Paul Lin, Jeremy Ramdial, Yago Nieto, Guilin Tang, Hans C Lee, Krina K Patel, Partow Kebriaei, Amna Ahmed, Yosra Aljawai, Sheeba K Thomas, Robert Z Orlowski, Elizabeth J Shpall, Richard E Champlin, Muzaffar H Qazilbash

Faculty, Staff and Student Publications

Despite tremendous advancements in multiple myeloma (MM) therapeutics, outcomes remain heterogeneous, heavily influenced by clinical and cytogenetic factors. Among these, deletion of the short arm of chromosome 17 (del(17p)) is a strong predictor of poor prognosis. The aim of this study was to evaluate real-world outcomes in patients with newly diagnosed MM (NDMM) with del(17p) undergoing upfront autologous hematopoietic stem cell transplantation (auto-HCT). We conducted a single-center retrospective analysis of patients with NDMM who underwent upfront auto-HCT at MD Anderson Cancer Center between 2008 and 2018. Primary endpoints were progression-free survival (PFS) and overall survival (OS), with secondary endpoints being …

A Serum Biomarker Panel And Miniarray Detection System For Tracking Disease Activity And Flare Risk In Lupus Nephritis, Chenling Tang, Gongjun Tan, Aygun Teymur, Jiechang Guo, Arturo Haces-Garcia, Weihang Zhu, Richard Williams, Jing Ning, Ramesh Saxena, Tianfu Wu

Faculty, Staff and Student Publications

Introduction: Lupus nephritis (LN) leads to end stage renal disease (ESRD), and early diagnosis and disease monitoring of LN could significantly reduce the risk. however, there is not such a system clinically. In this study we aim to develop a biomarker-panel based point-of-care system for LN.

Methods: Immunoassay screening combined with genomic expression databases and machine learning techniques was used to identify a biomarker panel of LN. A quantitative biomarker-panel mini-array (BPMA) system was developed and the sensitivity, specificity, reproducibility, and stability of the were examined. The performance of BPMA in disease monitoring was validated with machine models using a …

Practical Application Of Multivendor Mri-Based R2* Mapping For Liver Iron Quantification At 15 T And 30 T, Gregory Simchick, Ruiyang Zhao, Qing Yuan, Mounes Aliyari Ghasabeh, Stefan Ruschke, Dimitrios C Karampinos, David T Harris, Raphael Do Vale Souza, Ryan J Mattison, Michael R Jeng, Ivan Pedrosa, Ihab R Kamel, Shreyas Vasanawala, Takeshi Yokoo, Scott B Reeder, Diego Hernando

Faculty, Staff and Student Publications

Background: Recent multicenter, multivendor MRI-based R2* vs. liver iron concentration (LIC) calibrations (i.e., MCMV calibrations) may facilitate broad clinical dissemination of R2*-based LIC quantification. However, these calibrations are based on a centralized offline R2* reconstruction, and their applicability with vendor-provided R2* maps is unclear.

Purpose: To determine R2* ranges of agreement between the centralized and three MRI vendors' R2* reconstructions.

Study type: Prospective.

Subjects: Two hundred and seven subjects (mean age 37.6 ± 19.6 years; 117 male) with known or suspected iron overload from four academic medical centers.

Field strength/sequence: Standardized multiecho spoiled gradient echo sequence at 1.5 T and …

Correlation Of Pancreatic Laminin Alpha 5 Expression With Clinical Outcomes In Total Pancreatectomy With Islet Autotransplantation, Jayachandra Kuncha, Carly M Darden, Yang Liu, Michael Lawrence, J Sebastian Danobeitia, Bashoo Naziruddin

Faculty, Staff and Student Publications

This study examines extracellular matrix (ECM) protein (ECM) expression in chronic pancreatitis (CP) patients and its correlation with graft function after total pancreatectomy with islet autologous transplantation (TPIAT). Pancreatic sections from 29 CP patients undergoing TPIAT were analyzed for ECM including pan-laminin, laminin alpha 5 (LAMA5), collagen IV, and Perlecan by immunohistochemistry and scored by the percentage positive staining area within the whole tissue area. Graft function was monitored by blood glucose and C-peptide levels. Laminin alpha 5 levels in blood plasma were greater in CP. Laminin alpha 5 expression was significantly higher in all CP patient etiological categories including …

Combining Biology-Based And Mri Data-Driven Modeling To Predict Response To Neoadjuvant Chemotherapy In Patients With Triple-Negative Breast Cancer, Casey E Stowers, Chengyue Wu, Zhan Xu, Sidharth Kumar, Clinton Yam, Jong Bum Son, Jingfei Ma, Jonathan I Tamir, Gaiane M Rauch, Thomas E Yankeelov

Faculty, Staff and Student Publications

Purpose

To combine deep learning and biology-based modeling to predict the response of locally advanced, triple-negative breast cancer before initiating neoadjuvant chemotherapy (NAC).

Materials and Methods

In this retrospective study, a biology-based mathematical model of tumor response to NAC was constructed and calibrated on a patient-specific basis using imaging data from patients enrolled in the MD Anderson A Robust TNBC Evaluation FraMework to Improve Survival trial (ARTEMIS; ClinicalTrials.gov registration no. NCT02276443) between April 2018 and May 2021. To relate the calibrated parameters in the biology-based model and pretreatment MRI data, a convolutional neural network (CNN) was employed. The CNN …

Prevalence Of Carotid Ultrasound Screening In Survivors Of Childhood Cancer: A Report From The Childhood Cancer Survivor Study, Yolanda Bryce, Jillian A Whitton, Kayla L Stratton, Wendy M Leisenring, Eric J Chow, Gregory Armstrong, Brent Weil, Bryan Dieffenbach, Rebecca M Howell, Kevin C Oeffinger, Paul C Nathan, Emily S Tonorezos

Faculty, Staff and Student Publications

Introduction: Many childhood cancer survivors are at risk for cardiovascular disease and stroke. The North American Children's Oncology Group long-term follow-up guidelines recommend carotid ultrasound in cancer survivors 10 years after neck radiation therapy (RT) ≥40 Gy. The use of carotid ultrasound in this population has not been described.

Methods: Survivors of childhood cancer diagnosed 1970-1999 (N = 8693) and siblings (N = 1989) enrolled in the Childhood Cancer Survivor Study were asked if they had ever had a carotid ultrasound. Prevalence of carotid ultrasound was evaluated. Prevalence ratios (PR) and 95% confidence intervals (CIs) were evaluated in multivariate Poisson …

Incidence Of Bacterial Blood Stream Infections In Patients With Acute Gvhd, Whitney Wallis, Alison M Gulbis, Tao Wang, Catherine J Lee, Akshay Sharma, Kirsten M Williams, Taiga Nishihori, Tim Prestidge, Lohith Gowda, Michael Byrne, Maxwell M Krem, Margaret L Macmillan, Carrie L Kitko, Joseph Pidala, Stephen R Spellman, Stephanie J Lee, Amin M Alousi

Faculty, Staff and Student Publications

Bacterial bloodstream infections (BSI) can be a substantial contributor to complications of GVHD treatment. The aim of this study was to determine the risk for BSI from neutrophil engraftment through day 100 post transplant in patients with acute GVHD (AGVHD) based on organ involvement and severity. Patients (n = 4064) who underwent an allogeneic hematopoietic stem cell transplant (HCT) reported to the CIBMTR registry were analyzed. Grade II-IV AGVHD occurred in 1607 (39.5%) patients and was associated with a greater day-100 incidence of post engraftment BSI than with grade 0/I (24.9 vs. 15.3%). Patients with grade III/IV AGVHD had the …

Generalizable Self-Supervised Learning For Brain Cta In Acute Stroke, Yingjun Dong, Samiksha Pachade, Kirk Roberts, Xiaoqian Jiang, Sunil A Sheth, Luca Giancardo

Faculty, Staff and Student Publications

Acute stroke management involves rapid and accurate interpretation of CTA imaging data. However, generalizable models for multiple acute stroke tasks able to learn from unlabeled data do not exist. We propose a linear probed self-supervised contrastive learning utilizing 3D CTA images and the findings section of radiologists' reports for pretraining. Subsequently, the pretrained model was applied to four disparate tasks: large vessel occlusion (LVO) detection, acute ischemic stroke detection, acute ischemic stroke, intracerebral hemorrhage classification, and ischemic core volume prediction. The tasks chosen are particularly challenging as they cannot be directly extracted from the radiology reports findings with keywords. The …

Epidemiology Of Patient Record Duplication, Onur Sahin, Audrey Zhao, Reuben Joseph Applegate, Todd R Johnson, Elmer V Bernstam

Faculty, Staff and Student Publications

Objectives: Duplicate patient records can increase costs and medical errors. We assessed the association between demographic factors, comorbidities, health care usage, and duplicate electronic health records.

Methods: We analyzed the association between duplicate patient records and multiple demographic variables (race, Hispanic ethnicity, sex, and age) as well as the Charlson Comorbidity Index (CCI), number of diagnoses, and number of health care encounters. The study population included 3,018,413 patients seen at a large urban academic medical center with at least one recorded diagnosis. Duplication of patient medical records was determined by using a previously validated enterprise Master Person Index.

Results: Unknown …