Biomedical Informatics Commons^™

Automated Segmentation Of Mri White Matter Hyperintensities In 8421 Patients With Acute Ischemic Stroke, Hosung Kim, Wi-Sun Ryu, Dawid Schellingerhout, Jonghyeok Park, Jinyong Chung, Sang-Wuk Jeong, Dong-Seok Gwak, Beom Joon Kim, Joon-Tae Kim, Keun-Sik Hong, Kyung Bok Lee, Tai Hwan Park, Jong-Moo Park, Kyusik Kang, Yong-Jin Cho, Byung-Chul Lee, Kyung-Ho Yu, Mi Sun Oh, Soo Joo Lee, Jae-Kwan Cha, Dae-Hyun Kim, Jun Lee, Man Seok Park, Hee-Joon Bae, Dong-Eog Kim

Faculty, Staff and Student Publications

Background and purpose: To date, only a few small studies have attempted deep learning-based automatic segmentation of white matter hyperintensity (WMH) lesions in patients with cerebral infarction; this issue is complicated because stroke-related lesions can obscure WMH borders. We developed and validated deep learning algorithms to segment WMH lesions accurately in patients with cerebral infarction using multisite data sets involving 8421 patients with acute ischemic stroke.

Materials and methods: We included 8421 patients with stroke from 9 centers in Korea. 2D UNet and squeeze-and-excitation (SE)-UNet models were trained using 2408 FLAIR MRIs from 3 hospitals and validated using 6013 FLAIR …

Additional Expression Of T-Cell Engager In Clinically Tested Oncolytic Adeno-Immunotherapy Redirects Tumor-Infiltrated, Irrelevant T Cells Against Cancer Cells To Enhance Antitumor Immunity, Daisuke Morita, Amanda Rosewell Shaw, Greyson Biegert, Caroline Porter, Mae Woods, Spyridoula Vasileiou, Bora Lim, Masataka Suzuki

Faculty, Staff and Student Publications

Background: Oncolytic adenoviruses (OAds) are the most clinically tested viral vectors for solid tumors. However, most clinically tested "Armed" OAds show limited antitumor effects in patients with various solid tumors even with increased dosages and multiple injections. We developed a binary oncolytic/helper-dependent adenovirus system (CAdVEC), in which tumors are coinfected with an OAd and a non-replicating helper-dependent Ad (HDAd). We recently demonstrated that a single low-dose CAdVEC expressing interleukin-12, programmed death-ligand 1 blocker, and HSV thymidine kinase safety switch (CAdTrio) induces significant antitumor effects in patients, including complete response. Similar to previous OAd studies, all patients primarily amplified Ad-specific T …

Mutation- And Mrd-Informed Treatments For Transplant-Ineligible Patients, Curtis A Lachowiez, Courtney D Dinardo

Faculty, Staff and Student Publications

The ongoing development of molecularly targeted therapies in addition to the new standard of care combination of azacitidine and venetoclax (AZA-VEN) has transformed the prognostic outlook for older, transplant-ineligible patients with acute myeloid leukemia (AML). While conventional treatments, such as standard anthracycline and cytarabine- based chemotherapy or hypomethylating agent (HMA) monotherapy, are associated with a generally poor prognosis in this patient population, the use of these novel regimens can result in long-lasting, durable remissions in select patient subgroups. Furthermore, the simultaneous discovery of resistance mechanisms to targeted therapies and AZA-VEN has enabled the identification of patient subgroups with inferior outcomes, …

Integrative Multi-Omics Analysis Uncovers Tumor-Immune-Gut Axis Influencing Immunotherapy Outcomes In Ovarian Cancer, Spencer R Rosario, Mark D Long, Shanmuga Chilakapati, Eduardo Cortes Gomez, Sebastiano Battaglia, Prashant K Singh, Jianmin Wang, Katy Wang, Kristopher Attwood, Suzanne M Hess, A J Robert Mcgray, Kunle Odunsi, Brahm H Segal, Gyorgy Paragh, Song Liu, Jennifer A Wargo, Emese Zsiros

Faculty, Staff and Student Publications

Recurrent ovarian cancer patients, especially those resistant to platinum, lack effective curative treatments. To address this, we conducted a phase 2 clinical trial (NCT02853318) combining pembrolizumab with bevacizumab, to increase T cell infiltration into the tumor, and oral cyclophosphamide, to reduce the number of regulatory T cells. The trial accrued 40 heavily pretreated recurrent ovarian cancer patients. The primary endpoint, progression free survival, was extended to a median of 10.2 months. The secondary endpoints demonstrated an objective response rate of 47.5%, and disease control in 30% of patients for over a year while maintaining a good quality of life. We …

Clonal Landscape And Clinical Outcomes Of Telomere Biology Disorders: Somatic Rescue And Cancer Mutations, Fernanda Gutierrez-Rodrigues, Emma M Groarke, Natthakan Thongon, Juan Jose Rodriguez-Sevilla, Luiz Fernando B Catto, Marena R Niewisch, Ruba Shalhoub, Lisa J Mcreynolds, Diego V Clé, Bhavisha A Patel, Xiaoyang Ma, Dalton Hironaka, Flávia S Donaires, Nina Spitofsky, Barbara A Santana, Tsung-Po Lai, Lemlem Alemu, Sachiko Kajigaya, Ivana Darden, Weiyin Zhou, Paul V Browne, Subrata Paul, Justin Lack, David J Young, Courtney D Dinardo, Abraham Aviv, Feiyang Ma, Michel Michels De Oliveira, Ana Paula De Azambuja, Cynthia E Dunbar, Malgorzata Olszewska, Emmanuel Olivier, Eirini P Papapetrou, Neelam Giri, Blanche P Alter, Carmem Bonfim, Colin O Wu, Guillermo Garcia-Manero, Sharon A Savage, Neal S Young, Simona Colla, Rodrigo T Calado

Faculty, Staff and Student Publications

Telomere biology disorders (TBDs), caused by pathogenic germ line variants in telomere-related genes, present with multiorgan disease and a predisposition to cancer. Clonal hematopoiesis (CH) as a marker of cancer development and survival in TBDs is poorly understood. Here, we characterized the clonal landscape of a large cohort of 207 patients with TBD with a broad range of age and phenotype. CH occurred predominantly in symptomatic patients and in signature genes typically associated with cancers: PPM1D, POT1, TERT promoter (TERTp), U2AF1S34, and/or TP53. Chromosome 1q gain (Chr1q+) was the commonest karyotypic abnormality. Clinically, multiorgan involvement and CH in TERTp, TP53, …

A Heuristic Evaluation Of A Pharmacy Surveillance Information System, Reza Abbasi, Mehrdad Farzandipour, Habiballah Rahimi, Yang Gong, Ehsan Nabovati

Faculty, Staff and Student Publications

Introduction: The pharmacy surveillance information system (PSIS) is intended to manage the dispensing practice of under-controlled drugs and substances. We designed and developed a PSIS for the first time in a developing country. This study aimed to evaluate the usability of this system using a heuristic evaluation method before the pilot implementation in outpatient pharmacies.

Materials and methods: The study was conducted in 2022 during the development of a pharmacy surveillance information system. Five evaluators examined the system using Nielson's heuristic evaluation method. The detected usability problems were categorized into 10 Nielson's usability principles, and their severity was calculated.

Results: …

Immune Landscape Of Isocitrate Dehydrogenase-Stratified Primary And Recurrent Human Gliomas, Pravesh Gupta, Minghao Dang, Shivangi Oberai, Simona Migliozzi, Rakesh Trivedi, Gayatri Kumar, Mekenzie Peshoff, Nancy Milam, Aml Ahmed, Krishna Bojja, Tuan M Tran, Joy Gumin, Carlos Kamiya-Matsuoka, Jason Huse, Kathryn Cox, Jianzhuo Li, Huma Shehwana, Sameer A Sheth, Rodriguez Saxon, Sun Baohua, Brittany Parker Kerrigan, Atul Maheshwari, Edwin Roger Parra Cuentas, Nicholas E Navin, Amy B Heimberger, Frederick F Lang, Antonio Iavarone, Karen Clise-Dwyer, Linghua Wang, Krishna P Bhat

Faculty, Staff and Student Publications

Background: Human gliomas are classified using isocitrate dehydrogenase (IDH) status as a prognosticator; however, the influence of genetic differences and treatment effects on ensuing immunity remains unclear.

Methods: In this study, we used sequential single-cell transcriptomics on 144 678 and spectral cytometry on over 2 million immune cells encompassing 48 human gliomas to decipher their immune landscape.

Results: We identified 22 distinct immune cell types that contribute to glioma immunity. Specifically, brain-resident microglia (MG) were reduced with a concomitant increase in CD8+ T lymphocytes during glioma recurrence independent of IDH status. In contrast, IDH-wild type-associated patterns, such as an abundance …

Diet And Immune Effects Trial (Diet)- A Randomized, Double-Blinded Dietary Intervention Study In Patients With Melanoma Receiving Immunotherapy, Rachel M Farias, Yan Jiang, Erma J Levy, Cindy Hwang, Jian Wang, Elizabeth M Burton, Lorenzo Cohen, Nadim Ajami, Jennifer A Wargo, Carrie R Daniel, Jennifer L Mcquade

Faculty, Staff and Student Publications

Background: Gut microbiome modulation is a promising strategy for enhancing the response to immune checkpoint blockade (ICB). Fecal microbiota transplant studies have shown positive signals of improved outcomes in both ICB-naïve and refractory melanoma patients; however, this strategy is challenging to scale. Diet is a key determinant of the gut microbiota, and we have previously shown that (a) habitual high dietary fiber intake is associated with an improved response to ICB and (b) fiber manipulation in mice impacts antitumor immunity. We recently demonstrated the feasibility of a controlled high-fiber dietary intervention (HFDI) conducted in melanoma survivors with excellent compliance and …

Trajectory, Interactions, And Predictors Of Higher Symptom Burden During Induction Therapy For Multiple Myeloma, Mona Kamal, Qiuling Shi, Shu-En Shen, Charles Cleeland, Xin Shelley Wang

Faculty, Staff and Student Publications

Background: Patients with multiple myeloma (MM) experience disabling symptoms that are difficult to manage and may persist after induction therapy. Monitoring disease-related and induction therapy-induced symptoms and identifying patients at greater risk for high symptom burden are unmet clinical needs. The objective of this study was to examine the trajectories of symptom severity over time and identify predictors of high symptom burden during MM induction therapy.

Methodology: Eligible patients with MM rated their symptoms by completing the MD Anderson Symptom Inventory MM module repeatedly during 16 weeks of induction therapy. Group-based trajectory modeling identified patient groups with persistently high-severity (versus …

Using Multiplexed Functional Data To Reduce Variant Classification Inequities In Underrepresented Populations, Moez Dawood, Shawn Fayer, Sriram Pendyala, Mason Post, Divya Kalra, Karynne Patterson, Eric Venner, Lara A Muffley, Douglas M Fowler, Alan F Rubin, Jennifer E Posey, Sharon E Plon, James R Lupski, Richard A Gibbs, Lea M Starita, Carla Daniela Robles-Espinoza, Willow Coyote-Maestas, Irene Gallego Romero

Faculty, Staff and Students Publications

BACKGROUND: Multiplexed Assays of Variant Effects (MAVEs) can test all possible single variants in a gene of interest. The resulting saturation-style functional data may help resolve variant classification disparities between populations, especially for Variants of Uncertain Significance (VUS).

METHODS: We analyzed clinical significance classifications in 213,663 individuals of European-like genetic ancestry versus 206,975 individuals of non-European-like genetic ancestry from All of Us and the Genome Aggregation Database. Then, we incorporated clinically calibrated MAVE data into the Clinical Genome Resource's Variant Curation Expert Panel rules to automate VUS reclassification for BRCA1, TP53, and PTEN.

RESULTS: Using two orthogonal statistical approaches, we …

Inherited Retinal Degenerations And Non-Neovascular Age-Related Macular Degeneration: Progress And Unmet Needs, Jacque L Duncan, Angela Bowman, Amy Laster, Claire Gelfman, David G Birch, Shannon E Boye, Stephen P Daiger, Lucian Del Priore, Donald J Zack, James T Handa

Faculty, Staff and Student Publications

Inherited retinal degeneration (IRD) disease and age-related macular degeneration (AMD) are leading causes of irreversible vision loss and blindness. Although significant progress has advanced the field in the past 5 years, significant challenges remain. The current article reviews the accomplishments and research advances that have fueled the development of treatments for patients with IRD and AMD, including the first approved gene-augmentation treatment for RPE65-related retinal degeneration and complement inhibition therapies to slow progression of geographic atrophy (GA) in AMD. The article outlines opportunities to address gaps and unmet needs that should lead to additional progress toward the development of treatments …

Private-Sector Readmissions For Inpatient Surgery In Veterans Health Administration Hospitals, Mary Vaughan Sarrazin, Yubo Gao, Carly A Jacobs, Michael A Jacobs, Susanne Schmidt, Heather Davila, Katherine Hadlandsmyth, Andrea L Strayer, John Cashy, George Wehby, Paula K Shireman, Daniel E Hall

Faculty, Staff and Student Publications

Importance: The Veterans Health Administration (VHA) reports multiple indicators of hospital surgical performance, including hospital risk-standardized 30-day readmission rates (RSRRs). Currently, most routinely reported measures do not include readmissions that occur outside VHA hospitals. The impact of readmissions outside the VHA on hospital RSRR is not known.

Objective: To measure the impact of including non-VHA readmissions on VHA hospital performance rankings for 30-day readmission.

Design, setting, and participants: This retrospective cohort study included patients aged at least 65 years from 2013 to 2019 from the Veterans Affairs Surgical Quality Improvement Program linked to patient-level data from the VHA and Medicare. …

Myeloid Activation Clears Ascites And Reveals Il27-Dependent Regression Of Metastatic Ovarian Cancer, Brennah Murphy, Taito Miyamoto, Bryan S Manning, Gauri Mirji, Alessio Ugolini, Toshitha Kannan, Kohei Hamada, Yanfang P Zhu, Daniel T Claiborne, Lu Huang, Rugang Zhang, Yulia Nefedova, Andrew Kossenkov, Filippo Veglia, Rahul Shinde, Nan Zhang

Faculty, Staff and Student Publications

Patients with metastatic ovarian cancer (OvCa) have a 5-year survival rate of < 30% due to the persisting dissemination of chemoresistant cells in the peritoneal fluid and the immunosuppressive microenvironment in the peritoneal cavity. Here, we report that intraperitoneal administration of β-glucan and IFNγ (BI) induced robust tumor regression in clinically relevant models of metastatic OvCa. BI induced tumor regression by controlling fluid tumor burden and activating localized antitumor immunity. β-glucan alone cleared ascites and eliminated fluid tumor cells by inducing intraperitoneal clotting in the fluid and Dectin-1-Syk-dependent NETosis in the omentum. In omentum tumors, BI expanded a novel subset of immunostimulatory IL27+ macrophages and neutralizing IL27 impaired BI efficacy in vivo. Moreover, BI directly induced IL27 secretion in macrophages where single agent treatment did not. Finally, BI extended mouse survival in a chemoresistant model and significantly improved chemotherapy response in a chemo-sensitive model. In summary, we propose a new therapeutic strategy for the treatment of metastatic OvCa.

Rna Shielding Of P65 Is Required To Potentiate Oncogenic Inflammation In Tet2-Mutated Clonal Hematopoiesis, Nana Adjoa Ben-Crentsil, Wazim Mohammed Ismail, Maria E Balasis, Hannah Newman, Ariel Quintana, Moritz Binder, Traci Kruer, Surendra Neupane, Meghan C Ferrall-Fairbanks, Jenna Fernandez, Terra L Lasho, Christy M Finke, Mohammed L Ibrahim, Kathy L Mcgraw, Michael Wysota, Amy L Aldrich, Christopher B Ryder, Christopher T Letson, Joshua Traina, Amy F Mclemore, Nathalie Droin, Aditi Shastri, Seongseok Yun, Eric Solary, David A Sallman, Amer A Beg, Li Ma, Alexandre Gaspar-Maia, Mrinal M Patnaik, Eric Padron

Faculty, Staff and Student Publications

This work identifies MALAT1 as a requisite downstream effector of oncogenic feedforward inflammatory circuits necessary for the development of TET2-mutated CH and fulminant myeloid malignancy. We elucidate a novel mechanism by which MALAT1 "shields" p65 from dephosphorylation to potentiate this circuit and nominate MALAT1 inhibition as a future therapeutic strategy.

The Study Of The Epidemiology Of Pediatric Hypertension Registry (Superhero): Rationale And Methods, Andrew M South, Victoria C Giammattei, Kiri W Bagley, Christine Y Bakhoum, William H Beasley, Morgan B Bily, Shupti Biswas, Aaron M Bridges, Rushelle L Byfield, Jessica Fallon Campbell, Rahul Chanchlani, Ashton Chen, Lucy D'Agostino Mcgowan, Stephen M Downs, Gina M Fergeson, Jason H Greenberg, Taylor A Hill-Horowitz, Elizabeth T Jensen, Mahmoud Kallash, Margret Kamel, Stefan G Kiessling, David M Kline, John R Laisure, Gang Liu, Jackson Londeree, Caroline B Lucas, Sai Sudha Mannemuddhu, Kuo-Rei Mao, Jason M Misurac, Margaret O Murphy, James T Nugent, Elizabeth A Onugha, Ashna Pudupakkam, Kathy M Redmond, Sandeep Riar, Christine B Sethna, Sahar Siddiqui, Ashley L Thumann, Stephen R Uss, Carol L Vincent, Irina V Viviano, Michael J Walsh, Blanche D White, Robert P Woroniecki, Michael Wu, Ikuyo Yamaguchi, Emily Yun, Donald J Weaver

Faculty, Staff and Students Publications

Despite increasing prevalence of hypertension in youth and high adult cardiovascular mortality rates, the long-term consequences of youth-onset hypertension remain unknown. This is due to limitations of prior research, such as small sample sizes, reliance on manual record review, and limited analytic methods, that did not address major biases. The Study of the Epidemiology of Pediatric Hypertension (SUPERHERO) is a multisite, retrospective registry of youth evaluated by subspecialists for hypertension disorders. Sites obtain harmonized electronic health record data using standardized biomedical informatics scripts validated with randomized manual record review. Inclusion criteria are index visit for International Classification of Diseases, 10th …

Targeting The Glutamine-Arginine-Proline Metabolism Axis In Cancer, Di Wang, Jiang-Jie Duan, Yu-Feng Guo, Jun-Jie Chen, Tian-Qing Chen, Jun Wang, Shi-Cang Yu

Faculty, Staff and Student Publications

Metabolic abnormalities are an important feature of tumours. The glutamine-arginine-proline axis is an important node of cancer metabolism and plays a major role in amino acid metabolism. This axis also acts as a scaffold for the synthesis of other nonessential amino acids and essential metabolites. In this paper, we briefly review (1) the glutamine addiction exhibited by tumour cells with accelerated glutamine transport and metabolism; (2) the methods regulating extracellular glutamine entry, intracellular glutamine synthesis and the fate of intracellular glutamine; (3) the glutamine, proline and arginine metabolic pathways and their interaction; and (4) the research progress in tumour therapy …

Development And Evaluation Of A Training Curriculum To Engage Researchers On Accessing And Analyzing The All Of Us Data, Julie R Coleman, Jasmine N Baker, Shamika Ketkar, Ashley M Butler, Laterrica Williams, Latanya Hammonds-Odie, Elizabeth G Atkinson, Debra D Murray, Brendan Lee, Kim C Worley

Faculty, Staff and Students Publications

OBJECTIVE: The All of Us Evenings with Genetics (EwG) Research Program at Baylor College of Medicine (BCM), funded to engage research scholars to work with the All of Us data, developed a training curriculum for the Researcher Workbench, the platform to access and analyze All of Us data. All of Us EwG developed the curriculum so that it could teach scholars regardless of their skills and background in programming languages and cloud computing. All of Us EwG delivered this curriculum at the first annual All of Us EwG Faculty Summit in May 2022. The curriculum was evaluated both during and …

Steering Research On Mrna Splicing In Cancer Towards Clinical Translation, Olga Anczukow, Frédéric H-T Allain, Brittany L Angarola, Douglas L Black, Angela N Brooks, Chonghui Cheng, Ana Conesa, Edie I Crosse, Eduardo Eyras, Ernesto Guccione, Sydney X Lu, Karla M Neugebauer, Priyanka Sehgal, Xiao Song, Zuzana Tothova, Juan Valcárcel, Kevin M Weeks, Gene W Yeo, Andrei Thomas-Tikhonenko

Faculty, Staff and Students Publications

Splicing factors are affected by recurrent somatic mutations and copy number variations in several types of haematologic and solid malignancies, which is often seen as prima facie evidence that splicing aberrations can drive cancer initiation and progression. However, numerous spliceosome components also 'moonlight' in DNA repair and other cellular processes, making their precise role in cancer difficult to pinpoint. Still, few would deny that dysregulated mRNA splicing is a pervasive feature of most cancers. Correctly interpreting these molecular fingerprints can reveal novel tumour vulnerabilities and untapped therapeutic opportunities. Yet multiple technological challenges, lingering misconceptions, and outstanding questions hinder clinical translation. …

Off-Protocol Radiation Therapy In Phase 3 Metastatic Solid Tumor Trials, Alexander D Sherry, Timothy A Lin, Zachary R Mccaw, Esther J Beck, Ramez Kouzy, Joseph Abi Jaoude, Adina H Passy, Avital M Miller, Gabrielle S Kupferman, Clifton David Fuller, Charles R Thomas, Eugene J Koay, Chad Tang, Pavlos Msaouel, Ethan B Ludmir

Faculty, Staff and Student Publications

Purpose: Increasing data suggest that radiation therapy, particularly ablative radiation therapy, alters the natural history of metastatic disease. For patients with metastatic disease enrolled in prospective trials testing systemic therapy, the use of off-protocol radiation therapy to improve clinical symptoms or extend the duration of study systemic therapy may influence study endpoints. We sought to evaluate how often off-protocol radiation therapy was permitted among systemic therapy phase 3 trials, how often off-protocol radiation therapy is used, and whether off-protocol radiation therapy correlated with study outcomes.

Methods and materials: Two-arm, superiority-design, phase 3 randomized trials testing systemic therapy were screened from …

Prevalence, Diagnostic Features, And Medical Outcomes Of Females With Turner Syndrome With A Trisomy X Cell Line (45, X/47, Xxx): Results From The Insights Registry, Natalia Klamut, Samantha Bothwell, Alexandra E Carl, Vaneeta Bamba, Jennifer R Law, Wendy J Brickman, Karen O Klein, Roopa Kanakatti Shankar, Catherina T Pinnaro, Patricia Y Fechner, Siddharth K Prakash, Iris Gutmark-Little, Susan Howell, Nicole Tartaglia, Marybel Good, Kelly C Ranallo, Shanlee M Davis

Faculty, Staff and Student Publications

Turner syndrome (TS) is defined by partial or complete absence of a sex chromosome. Little is known about the phenotype of individuals with TS mosaic with trisomy X (45,X/47,XXX or 45,X/46,XX/47,XXX) (~3% of TS). We compared the diagnostic, perinatal, medical, and neurodevelopmental comorbidities of mosaic 45,X/47,XXX (n = 35, 9.4%) with nonmosaic 45,X (n = 142) and mosaic 45,X/46,XX (n = 66). Females with 45,X/47,XXX had fewer neonatal concerns and lower prevalence of several TS-related diagnoses compared with 45,X; however the prevalence of neurodevelopmental and psychiatric diagnoses were not different. Compared to females with 45,X/46,XX, the 45,X/47,XXX group was significantly …

Healthcare Disparities, Screening, And Molecular Testing In The Changing Landscape Of Non-Small Cell Lung Cancer In The United States: A Review, Razelle Kurzrock, Aadel A Chaudhuri, David Feller-Kopman, Narjust Florez, Jed Gorden, Ignacio I Wistuba

Faculty, Staff and Student Publications

Inequitable access to care continues to hinder improvements in diagnosis and treatment of lung cancer. This review describes healthcare disparities in the changing landscape of non-small cell lung cancer (NSCLC) in the United States, focusing on racial, ethnic, sex-based, and socioeconomic trends. Furthermore, strategies to address disparities, overcome challenges, and improve patient outcomes are proposed. Barriers exist across lung cancer screening, diagnosis, and treatment regimens, varying by sex, age, race and ethnicity, geography, and socioeconomic status. Incidence and mortality rates of lung cancer are higher among Black men than White men, and incidences in young women are substantially greater than …

Artificial Intelligence Uncertainty Quantification In Radiotherapy Applications – A Scoping Review, Kareem A Wahid, Zaphanlene Y Kaffey, David P Farris, Laia Humbert-Vidan, Amy C Moreno, Mathis Rasmussen, Jintao Ren, Mohamed A Naser, Tucker J Netherton, Stine Korreman, Guha Balakrishnan, Clifton D Fuller, David Fuentes, Michael J Dohopolski

Faculty, Staff and Student Publications

Background/purpose: The use of artificial intelligence (AI) in radiotherapy (RT) is expanding rapidly. However, there exists a notable lack of clinician trust in AI models, underscoring the need for effective uncertainty quantification (UQ) methods. The purpose of this study was to scope existing literature related to UQ in RT, identify areas of improvement, and determine future directions.

Methods: We followed the PRISMA-ScR scoping review reporting guidelines. We utilized the population (human cancer patients), concept (utilization of AI UQ), context (radiotherapy applications) framework to structure our search and screening process. We conducted a systematic search spanning seven databases, supplemented by manual …

Association Of Late Eating With Colorectal Adenomas: A Cross-Sectional Study, Darbaz Adnan, Edena R Khoshaba, Mostafa Abel-Reheem, Jonathan Q Trinh, Yin Cao, Faraz Bishehsari

Faculty, Staff and Student Publications

Purpose: Colorectal cancer (CRC) is linked to lifestyle exposures. However, changes in the CRC rates among younger populations remain poorly understood and suggest the existence of yet unidentified factor(s) that may contribute to colon carcinogenesis. Here, we investigated the potential role of time of eating in the risk of pre-cancerous colonic neoplasms (tubular adenoma: TA).

Methods: We enrolled 663 participants undergoing screening colonoscopies. Data on food timing, dietary intake, sleep/wake patterns, and chronotype were collected through structured questionnaires. Late eating was defined as the consumption of food or snack within a 3-hour window of sleep onset for at least four …

High Activity Of The New Myeloablative Regimen Of Gemcitabine/Clofarabine/Busulfan For Allogeneic Transplant For Aggressive Lymphomas, Jeremy Ramdial, Ruitao Lin, Peter F Thall, Benigno C Valdez, Chitra Hosing, Samer Srour, Uday Popat, Muzaffar Qazilbash, Amin Alousi, Melissa Barnett, Alison Gulbis, Terri Lynn Shigle, Elizabeth J Shpall, Borje S Andersson, Yago Nieto

Faculty, Staff and Student Publications

Refractory aggressive lymphomas can be treated with allo-SCT, pursuing a graft-vs-lymphoma effect. While reduced intensity conditioning is safe, tumors often progress rapidly, indicating the need for more active conditioning regimens. The preclinical synergy we saw between gemcitabine (Gem), clofarabine (Clo) and busulfan (Bu) against lymphoma cell lines led us to study Gem/Clo/Bu clinically. Eligibility: age 12-65, refractory aggressive B-NHL, T-NHL or Hodgkin, with a matched donor. Infusional Gem was dose-escalated on days (d) -6 and -4 (475-975 mg/m2/day), followed by Clo (40 mg/m2/day) and Bu (target AUC, 4000 μMol min/day) (d -6 to -3). CD20+ tumors received rituximab. GVHD prophylaxis …

Cutaneous T Cell Lymphoma Atlas Reveals Malignant Th2 Cells Supported By A B Cell-Rich Tumor Microenvironment, Ruoyan Li, Johanna Strobl, Elizabeth F M Poyner, Aya Balbaa, Fereshteh Torabi, Pavel V Mazin, Nana-Jane Chipampe, Emily Stephenson, Ciro Ramírez-Suástegi, Vijaya Baskar Mahalingam Shanmugiah, Louis Gardner, Bayanne Olabi, Rowen Coulthard, Rachel A Botting, Nina Zila, Elena Prigmore, Nusayhah H Gopee, Marta A Chroscik, Efpraxia Kritikaki, Justin Engelbert, Issac Goh, Hon Man Chan, Harriet F Johnson, Jasmine Ellis, Victoria Rowe, Win Tun, Gary Reynolds, Dexin Yang, April Rose Foster, Laure Gambardella, Elena Winheim, Chloe Admane, Benjamin Rumney, Lloyd Steele, Laura Jardine, Julia Nenonen, Keir Pickard, Jennifer Lumley, Philip Hampton, Simeng Hu, Fengjie Liu, Xiangjun Liu, David Horsfall, Daniela Basurto-Lozada, Louise Grimble, Chris M Bacon, Sophie C Weatherhead, Hanna Brauner, Yang Wang, Fan Bai, Nick J Reynolds, Judith E Allen, Constanze Jonak, Patrick M Brunner, Sarah A Teichmann, Muzlifah Haniffa

Faculty, Staff and Student Publications

Cutaneous T cell lymphoma (CTCL) is a potentially fatal clonal malignancy of T cells primarily affecting the skin. The most common form of CTCL, mycosis fungoides, can be difficult to diagnose, resulting in treatment delay. We performed single-cell and spatial transcriptomics analysis of skin from patients with mycosis fungoides-type CTCL and an integrated comparative analysis with human skin cell atlas datasets from healthy and inflamed skin. We revealed the co-optation of T helper 2 (TH2) cell-immune gene programs by malignant CTCL cells and modeling of the tumor microenvironment to support their survival. We identified MHC-II+ fibroblasts and dendritic cells that …

Anti-Programmed Death Ligand 1 Plus Targeted Therapy In Anaplastic Thyroid Carcinoma: A Nonrandomized Clinical Trial, Maria E Cabanillas, Ramona Dadu, Renata Ferrarotto, Maria Gule-Monroe, Suyu Liu, Bryan Fellman, Michelle D Williams, Mark Zafereo, Jennifer R Wang, Charles Lu, Matthew Ning, Brian A Mckinley, Scott E Woodman, Dzifa Duose, Gary B Gunn, Naifa L Busaidy, Rare Tumor Initiative Team

Faculty, Staff and Student Publications

Importance: Anaplastic thyroid carcinoma (ATC) is a rare and lethal cancer. Although progress has been made in recent years in patients with mutated BRAF tumors, those who respond initially eventually die of their disease; furthermore, there are no approved therapies for non-BRAF mutated tumors.

Objective: To determine whether treatment with matched-targeted therapy plus immune checkpoint inhibitors were associated with improved overall survival (OS).

Design, setting, and participants: A phase 2 trial at a single center, tertiary institution with parallel cohorts, assigning treatment with targeted therapy according to the tumor mutation status. Patients with mutated BRAF V600E tumors received vemurafenib/cobimetinib plus …

Improving The Clinical Meaning Of Surrogate Endpoints: An Empirical Assessment Of Clinical Progression In Phase Iii Oncology Trials, Alexander D Sherry, Timothy A Lin, Zachary R Mccaw, Esther J Beck, Ramez Kouzy, Joseph Abi Jaoude, Adina H Passy, Avital M Miller, Gabrielle S Kupferman, Clifton David Fuller, Charles R Thomas, Eugene J Koay, Chad Tang, Pavlos Msaouel, Ethan B Ludmir

Faculty, Staff and Student Publications

Disease progression in clinical trials is commonly defined by radiologic measures. However, clinical progression may be more meaningful to patients, may occur even when radiologic criteria for progression are not met, and often requires a change in therapy in clinical practice. The objective of this study was to determine the utilization of clinical progression criteria within progression-based trial endpoints among phase III trials testing systemic therapies for metastatic solid tumors. The primary manuscripts and protocols of phase III trials were reviewed for whether clinical events, such as refractory pain, tumor bleeding, or neurologic compromise, could constitute a progression event. Univariable …

Association Between Socioeconomic Disadvantage And Risks Of Early And Recurrent Admissions Among Patients With Newly Diagnosed Heart Failure, Radha Dhingra, Hanzhang Xu, Bradley G Hammill, Scott M Lynch, Jessica S West, Michael D Green, Eric D Peterson, Lesley H Curtis, Matthew E Dupre

Faculty, Staff and Student Publications

Background: Socioeconomic disadvantage is associated with greater risks of hospital readmission and mortality among patients with heart failure (HF). However, it is less clear whether socioeconomic disadvantage has an immediate and lasting impact on the risk of admissions after the diagnosis of HF.

Methods: We used electronic health record data of patients aged 65 years and older with newly diagnosed HF between January 2015 and July 2018 in the Duke University Health System, with up to 8 years of follow-up. We assessed the association between neighborhood-level disadvantage, measured by the area deprivation index (lower, moderate, or higher) and hospital admissions …

Defining Breast Cryoablation Treatment Success: A Guide For The Curative And Palliative Treatment Of Breast Cancer, Monica L Huang, Deanna L Lane, Lauren Q Chang Sen, Rosalind P Candelaria, Henry M Kuerer, Kelly K Hunt, Catherine Akay, Bora Lim, Simona Shaitelman, Rosa F Hwang, Hui Chen, Rajani Katta, Lumarie Santiago

Faculty, Staff and Student Publications

Rationale and objectives: Recent ICE3 trial of breast cryoablation for breast cancer demonstrated 98% success rate, similar to breast-conserving surgery. However, ICE3 and other published studies did not differentiate curative from palliative treatment nor define patient-specific treatment objectives. We sought to define treatment success of curative and palliative breast cryoablation for breast cancer in meeting procedure objectives and patient-specific treatment objectives.

Materials and methods: We conducted a retrospective analysis of breast cancer patients who underwent breast cryoablation during 2021-2024. Breast radiologists performed outpatient cryoablation using local anesthesia and argon gas cryoprobes under ultrasound or MRI guidance. Patient demographics, referral indications, …

Sleep Disturbances Based On Patient Reported Outcomes In Patients With Breast Cancer, Saadia A Faiz, Ashley S Knox, Bryan Fellman, Bibi Aneesah Jaumally, G Nancy Pacheco, Aneesa Das, Reeba Mathew, Rashmi Murthy, Jennifer K Litton, Diwakar D Balachandran, Lara Bashoura

Faculty, Staff and Student Publications

Purpose: Sleep disturbances are common in patients with breast cancer, but comprehensive evaluations with patient-reported outcomes (PRO) and sleep evaluation with polysomnography (PSG) are lacking. This study describes sleep disruption using PROs and PSG to identify underlying sleep disorders.

Methods: A retrospective review of patients with breast cancer undergoing formal sleep evaluation from 4/1/2009 to 7/31/2014 was performed. Clinical characteristics, PROs using Pittsburgh Sleep Quality Index (PSQI) and Epworth Sleepiness Scale (ESS), and PSG data were reviewed.

Results: 404 patients were identified with 43% early, 30% locally advanced and 17% metastatic disease. PSQI revealed poor sleep in 75%, and ESS …