Digital Commons Network^™

Integrative Prognostic Machine Learning Models In Mantle Cell Lymphoma, Holly A Hill, Preetesh Jain, Chi Young Ok, Koji Sasaki, Han Chen, Michael L Wang, Ken Chen

Faculty, Staff and Student Publications

Patients with mantle cell lymphoma (MCL), an incurable B-cell malignancy, benefit from accurate pretreatment disease stratification. We curated an extensive database of 862 patients diagnosed between 2014 and 2022. A machine learning (ML) gradient-boosted model incorporated baseline features from clinicopathologic, cytogenetic, and genomic data with high predictive power discriminating between patients with indolent or responsive MCL and those with aggressive disease (AUC ROC = 0.83). In addition, we utilized the gradient-boosted framework as a robust feature selection method for multivariate logistic and survival modeling. The best ML models incorporated features from clinical and genomic data types highlighting the need for …

Analysis Of Genomic And Immune Intratumor Heterogeneity In Linitis Plastica Via Multiregional Exome And T-Cell Receptor Sequencing, Jin Huang, Guofeng Zhao, Qiu Peng, Xin Yi, Liyan Ji, Jing Li, Pansong Li, Yanfang Guan, Jie Ge, Ling Chen, Runzhe Chen, Xin Hu, Won-Chul Lee, Alexandre Reuben, P Andrew Futreal, Xuefeng Xia, Jian Ma, Jianjun Zhang, Zihua Chen

Faculty, Staff and Student Publications

The molecular landscape and the intratumor heterogeneity (ITH) architecture of gastric linitis plastica (LP) are poorly understood. We performed whole-exome sequencing (WES) and T-cell receptor (TCR) sequencing on 40 tumor regions from four LP patients. The landscape and ITH at the genomic and immunological levels in LP tumors were compared with multiple cancers that have previously been reported. The lymphocyte infiltration was further assessed by immunohistochemistry (IHC) in LP tumors. In total, we identified 6339 non-silent mutations from multi-samples, with a median tumor mutation burden (TMB) of 3.30 mutations per Mb, comparable to gastric adenocarcinoma from the Cancer Genome Atlas …

Brief Report: Clinical Response, Toxicity, And Resistance Mechanisms To Osimertinib Plus Met Inhibitors In Patients With Egfr-Mutant Met-Amplified Nsclc, Kaiwen Wang, Robyn Du, Sinchita Roy-Chowdhuri, Ziping T Li, Lingzhi Hong, Natalie Vokes, Yasir Y Elamin, Celyne Bueno Hume, Ferdinandos Skoulidis, Carl M Gay, George Blumenschein, Frank V Fossella, Anne Tsao, Jianjun Zhang, Niki Karachaliou, Aurora O'Brate, Claudia-Nanette Gann, Jeff Lewis, Waree Rinsurongkawong, J Jack Lee, Don Lynn Gibbons, Ara A Vaporciyan, John V Heymach, Mehmet Altan, Xiuning Le

Faculty, Staff and Student Publications

INTRODUCTION:MET amplification is a known resistance mechanism to EGFR tyrosine kinase inhibitor (TKI) treatment in EGFR-mutant NSCLC. Dual EGFR-MET inhibition has been reported with success in overcoming such resistance and inducing clinical benefit. Resistance mechanisms to dual EGFR-MET inhibition require further investigation and characterization.

METHODS: Patients with NSCLC with both MET amplification and EGFR mutation who have received crizotinib, capmatinib, savolitinib, or tepotinib plus osimertinib (OSI) after progression on OSI at MD Anderson Cancer Center were included in this study. Molecular profiling was completed by means of fluorescence in situ hybridization (FISH) and next-generation sequencing (NGS). Radiological response …

Risk Of Cancer After Diagnosis Of Cardiovascular Disease, Caitlin F Bell, Xiudong Lei, Allen Haas, Richard A Baylis, Hua Gao, Lingfeng Luo, Sharon H Giordano, Mackenzie R Wehner, Kevin T Nead, Nicholas J Leeper

Faculty, Staff and Student Publications

BACKGROUND: Cardiovascular disease (CVD) and cancer share several risk factors. Although preclinical models show that various types of CVD can accelerate cancer progression, clinical studies have not determined the impact of atherosclerosis on cancer risk.

OBJECTIVES: The objective of this study was to determine whether CVD, especially atherosclerotic CVD, is independently associated with incident cancer.

METHODS: Using IBM MarketScan claims data from over 130 million individuals, 27 million cancer-free subjects with a minimum of 36 months of follow-up data were identified. Individuals were stratified by presence or absence of CVD, time-varying analysis with multivariable adjustment for cardiovascular risk factors was …

Framework For Quality Assurance Of Ultrahigh Dose Rate Clinical Trials Investigating Flash Effects And Current Technology Gaps, Wei Zou, Rongxiao Zhang, Emil Schüler, Paige A Taylor, Anthony E Mascia, Eric S Diffenderfer, Tianyu Zhao, Ahmet S Ayan, Manju Sharma, Shu-Jung Yu, Weiguo Lu, Walter R Bosch, Christina Tsien, Murat Surucu, Julianne M Pollard-Larkin, Jan Schuemann, Eduardo G Moros, Magdalena Bazalova-Carter, David J Gladstone, Heng Li, Charles B Simone, Kristoffer Petersson, Stephen F Kry, Amit Maity, Billy W Loo, Lei Dong, Peter G Maxim, Ying Xiao, Jeffrey C Buchsbaum

Faculty, Staff and Student Publications

FLASH radiation therapy (FLASH-RT), delivered with ultrahigh dose rate (UHDR), may allow patients to be treated with less normal tissue toxicity for a given tumor dose compared with currently used conventional dose rate. Clinical trials are being carried out and are needed to test whether this improved therapeutic ratio can be achieved clinically. During the clinical trials, quality assurance and credentialing of equipment and participating sites, particularly pertaining to UHDR-specific aspects, will be crucial for the validity of the outcomes of such trials. This report represents an initial framework proposed by the NRG Oncology Center for Innovation in Radiation Oncology …

Divergent Structures Of Mammalian And Gammaherpesvirus Uracil Dna Glycosylases Confer Distinct Dna Binding And Substrate Activity, Yunxiang Mu, Monika A Zelazowska, Zaowen Chen, Joshua B Plummer, Qiwen Dong, Laurie T Krug, Kevin M Mcbride

Faculty, Staff and Student Publications

Uracil DNA glycosylase (UNG) removes mutagenic uracil base from DNA to initiate base excision repair (BER). The result is an abasic site (AP site) that is further processed by the high-fidelity BER pathway to complete repair and maintain genome integrity. The gammaherpesviruses (GHVs), human Kaposi sarcoma herpesvirus (KSHV), Epstein-Barr virus (EBV), and murine gammaherpesvirus 68 (MHV68) encode functional UNGs that have a role in viral genome replication. Mammalian and GHVs UNG share overall structure and sequence similarity except for a divergent amino-terminal domain and a leucine loop motif in the DNA binding domain that varies in sequence and length. To …

Soy Isoflavone Reduces Lps-Induced Acute Lung Injury Via Increasing Aquaporin 1 And Aquaporin 5 In Rats, Yuan-Hao Lee, W Wade Kothmann, Ya-Ping Lin, Alice Z Chuang, Jeffrey S Diamond, John O'Brien

Faculty, Staff and Student Publications

Synaptic plasticity is a fundamental feature of the CNS that controls the magnitude of signal transmission between communicating cells. Many electrical synapses exhibit substantial plasticity that modulates the degree of coupling within groups of neurons, alters the fidelity of signal transmission, or even reconfigures functional circuits. In several known examples, such plasticity depends on calcium and is associated with neuronal activity. Calcium-driven signaling is known to promote potentiation of electrical synapses in fish Mauthner cells, mammalian retinal AII amacrine cells, and inferior olive neurons, and to promote depression in thalamic reticular neurons. To measure local calcium dynamics

Sources Of Calcium At Connexin 36 Gap Junctions In The Retina, Yuan-Hao Lee, W Wade Kothmann, Ya-Ping Lin, Alice Z Chuang, Jeffrey S Diamond, John O'Brien

Faculty, Staff and Student Publications

Synaptic plasticity is a fundamental feature of the CNS that controls the magnitude of signal transmission between communicating cells. Many electrical synapses exhibit substantial plasticity that modulates the degree of coupling within groups of neurons, alters the fidelity of signal transmission, or even reconfigures functional circuits. In several known examples, such plasticity depends on calcium and is associated with neuronal activity. Calcium-driven signaling is known to promote potentiation of electrical synapses in fish Mauthner cells, mammalian retinal AII amacrine cells, and inferior olive neurons, and to promote depression in thalamic reticular neurons. To measure local calcium dynamics in situ, …

Where Are We In 2022? A Summary Of 11,000 Open Tibia Fractures Over 4 Decades, Isaac A Castillo, Jacob A Heiner, Ramzy I Meremikwu, James Kellam, Stephen J Warner

Faculty, Staff and Student Publications

Objectives: To determine the infection and nonunion rates for open tibia fracture treatment over the past 4 decades since the introduction of the Gustilo-Anderson (GA) open fracture classification.

Data sources: PubMed, Scopus, CINAHL, and Cochrane databases were reviewed using the PRISMA checklist for articles between 1977 and September 2018.

Study selection: One hundred sixty-one articles meeting the following inclusion criteria: English language, published between 1977 and 2018, reported infection rates, reported nonunion rates, and fractures classified by the GA open fracture criteria were selected.

Data extraction: All articles were thoroughly evaluated to extract infection and nonunion data for open tibia …

Accelerated Epigenetic Aging In Older Adults With Hiv Disease: Associations With Serostatus, Hiv Clinical Factors, And Health Literacy, Steven Paul Woods, Antonio L Teixeira, Lais B Martins, Gabriel R Fries, Gabriela D Colpo, Natalia P Rocha

Faculty, Staff and Student Publications

The prevalence of older persons with HIV (PWH) disease has increased considerably in the last 20 years, but our understanding of biological factors of aging and their clinical correlates among PWH remains limited. Study participants were 149 persons aged 50 and older, including 107 PWH and 42 seronegatives. All participants completed a blood draw, research medical evaluation, structured psychiatric interview, neurocognitive assessment, questionnaires, and measures of health literacy. Four epigenetic clocks were generated from stored blood samples using standardized laboratory methods. In regression models adjusting for sex and smoking status, PWH had significantly higher epigenetic aging acceleration values than seronegatives …

Do Vaccinations Influence The Development Of Alzheimer Disease?, Avram S Bukhbinder, Yaobin Ling, Kristofer Harris, Xiaoqian Jiang, Paul E Schulz

Faculty, Staff and Student Publications

A growing literature supports a protective association between vaccines targeting an array of pathogens (e.g., influenza, pneumococcus, herpes zoster) and the risk of Alzheimer disease (AD). This article discusses the potential underlying mechanisms for this apparent protective effect of immunizations against infectious pathogens on the risk of AD; explores the basic and pharmacoepidemiologic evidence for this association, with particular attention paid to important methodological variations among the epidemiologic studies; and reviews the remaining uncertainties regarding the effects of anti-pathogen vaccines on Alzheimer disease and all-cause dementia, with recommendations for future directions to address those uncertainties.

Biologic Versus Synthetic Mesh In Ventral Hernia Repair: Participant-Level Analysis Of Two Randomized Controlled Trials At Twenty-Four To Thirty-Six Months, Naila H Dhanani, Kyung Hyun Lee, Oscar A Olavarria, Charlotte Young, Frank Primus, Julie L Holihan, Mike K Liang, Hobart W Harris

Faculty, Staff and Student Publications

Background: Biologic mesh has been used increasingly in complex ventral hernia repair despite limited evidence at low risk of bias supporting its use. Patients and

Methods: We performed a participant-level analysis of published randomized controlled trials (RCTs) comparing biologic to synthetic mesh with complex ventral hernia repair at 24 to 36 months. Primary outcome was major complication (composite of mesh infection, recurrence, reoperation, or death) at 24 to 36 months post-operative. Secondary outcomes included length of index hospital stay, surgical site occurrence, surgical site infection, and death. Outcomes were assessed using both frequentist and Bayesian generalized linear regression models.

Results: …

Life-Threatening Hemoptysis In Patients With Metastatic Kidney Cancer, Viral M Patel, Roy Elias, Annapoorani Asokan, Akanksha Sharma, Alana Christie, Ivan Pedrosa, Hsienchang Chiu, Scott Reznik, Raquibul Hannan, Robert Timmerman, James Brugarolas

Faculty, Staff and Student Publications

Hemoptysis is a complication of intrathoracic tumors, both primary and metastatic, and the risk may be increased by procedural interventions as well as Stereotactic Ablative Radiation (SAbR). The risk of hemoptysis with SAbR for lung cancer is well characterized, but there is a paucity of data about intrathoracic metastases. Here, we sought to evaluate the incidence of life-threatening/fatal hemoptysis (LTH) in patients with renal cell carcinoma (RCC) chest metastases with a focus on SAbR. We systematically evaluated patients with RCC at UT Southwestern Medical Center (UTSW) Kidney Cancer Program (KCP) from July 2005 to March 2020. We queried Kidney Cancer …

Hernia Prevention Using Biologic Mesh And/Or Small Bites: A Multispecialty 2 × 2 Factorial Randomized Controlled Trial, Rainna Coelho, Naila H Dhanani, Nicole B Lyons, Karla Bernardi, Erik P Askenasy, Stefanos Millas, Julie L Holihan, Zuhair Ali, Mike K Liang

Faculty, Staff and Student Publications

BACKGROUND: Ventral incisional hernias are the most common complication after abdominal operation. Randomized trials have shown efficacy of prophylactic synthetic mesh and small bites. Adoption of these practices has been limited due to concerns with placement of synthetic mesh in contaminated cases and small bites in an overweight population. We sought to assess the efficacy of prophylactic biologic mesh and small bites to prevent postoperative major complications: ventral incisional hernias, surgical site infection, reoperation, and death.

STUDY DESIGN: High-risk patients (overweight/obese, current smoker) undergoing abdominal operation with a midline incision (5 cm or greater) were randomized (2 × 2 factorial …

Image-Based Quantification Of Histological Features As A Function Of Spatial Location Using The Tissue Positioning System, Ruichen Rong, Yonglong Wei, Lin Li, Tao Wang, Hao Zhu, Guanghua Xiao, Yunguan Wang

Faculty, Staff and Student Publications

Background: Tissues such as the liver lobule, kidney nephron, and intestinal gland exhibit intricate patterns of zonated gene expression corresponding to distinct cell types and functions. To quantitatively understand zonation, it is important to measure cellular or genetic features as a function of position along a zonal axis. While it is possible to manually count, characterize, and locate features in relation to the zonal axis, it is labor-intensive and difficult to do manually while maintaining precision and accuracy.

Methods: We addressed this challenge by developing a deep-learning-based quantification method called the "Tissue Positioning System" (TPS), which can automatically analyze zonation …

Eosinophils Promote Effector Functions Of Lung Group 2 Innate Lymphoid Cells In Allergic Airway Inflammation In Mice, William E Lesuer, Melanie Kienzl, Sergei I Ochkur, Rudolf Schicho, Alfred D Doyle, Benjamin L Wright, Matthew A Rank, Alexander S Krupnick, Hirohito Kita, Elizabeth A Jacobsen

Faculty, Staff and Student Publications

BACKGROUND: Group 2 innate lymphoid cells (ILC2s) are critical mediators of type 2 respiratory inflammation, releasing IL-5 and IL-13 and promoting the pulmonary eosinophilia associated with allergen provocation. Although ILC2s have been shown to promote eosinophil activities, the role of eosinophils in group 2 innate lymphoid cell (ILC2) responses is less well defined.

OBJECTIVE: We sought to investigate the role of eosinophils in activation of ILC2s in models of allergic asthma and in vitro.

METHODS: Inducible eosinophil-deficient mice were exposed to allergic respiratory inflammation models of asthma, such as ovalbumin or house dust mite challenge, or to innate models of …

Interpersonal Stress And Proinflammatory Activity In Emerging Adults With A History Of Suicide Risk: A Pilot Study, Annamarie B Defayette, Christianne Esposito-Smythers, Ian Cero, Katherine M Harris, Emma D Whitmyre, Roberto López

Faculty, Staff and Student Publications

Interpersonal stress during adolescence and young adulthood can threaten healthy developmental trajectories. A “primed” proinflammatory response to acute stress may serve as an underlying process that results in negative outcomes for youth. The present pilot study examined the relation between interpersonal stress and two proinflammatory cytokines in a sample of 42 university-recruited emerging adults with recent suicidal thoughts and behaviors. Participants completed self-report measures of mood, suicidal thoughts and behaviors, recent peer-related stressors, and interpersonal sensitivity. They also participated in an acute laboratory social stress task and provided three saliva samples to measure their proinflammatory responses (IL-6 and TNF-α) to …

Polygenicity Of Comorbid Depression In Multiple Sclerosis, Kaarina Kowalec, Kathryn C Fitzgerald, Amber Salter, Casandra Dolovich, Arvid Harder, Charles N Bernstein, James Bolton, Gary R Cutter, Lesley A Graff, Sara Hägg, Carol A Hitchon, Yi Lu, Fred Lublin, Kyla A Mckay, Scott B Patten, Amit Patki, Hemant K Tiwari, Jerry S Wolinsky, Ruth Ann Marrie

Faculty, Staff and Student Publications

BACKGROUND AND OBJECTIVES: Depression is common in multiple sclerosis (MS) and is associated with faster disability progression. The etiology of comorbid depression in MS remains poorly understood. Identification of individuals with a high risk of depression, through polygenic scores (PGS), may facilitate earlier identification. Previous genetic studies of depression considered depression as a primary disorder, not a comorbidity, and thus, findings may not generalize to MS. Body mass index (BMI) is a risk factor of both MS and depression, and its association may highlight differences in depression in MS. To improve the understanding of comorbid depression in MS, we will …

Mitotic Rate In Primary Cutaneous Melanoma: Cell Division Matters, Jeffrey E Gershenwald

Faculty, Staff and Student Publications

No abstract provided.

Definitive Liver Radiotherapy For Intrahepatic Cholangiocarcinoma With Extrahepatic Metastases, Brian De, Rituraj Upadhyay, Kaiping Liao, Tiffany Kumala, Christopher Shi, Grace Dodoo, Joseph Abi Jaoude, Kelsey L Corrigan, Gohar S Manzar, Kathryn E Marqueen, Vincent Bernard, Sunyoung S Lee, Kanwal P S Raghav, Jean-Nicolas Vauthey, Ching-Wei D Tzeng, Hop S Tran Cao, Grace Lee, Jennifer Y Wo, Theodore S Hong, Christopher H Crane, Bruce D Minsky, Grace L Smith, Emma B Holliday, Cullen M Taniguchi, Albert C Koong, Prajnan Das, Milind Javle, Ethan B Ludmir, Eugene J Koay

Faculty, Staff and Student Publications

INTRODUCTION: Tumor-related liver failure (TRLF) is the most common cause of death in patients with intrahepatic cholangiocarcinoma (ICC). Though we previously showed that liver radiotherapy (L-RT) for locally advanced ICC is associated with less frequent TRLF and longer overall survival (OS), the role of L-RT for patients with extrahepatic metastatic disease (M1) remains undefined. We sought to compare outcomes for M1 ICC patients treated with and without L-RT.

METHODS: We reviewed ICC patients that found to have M1 disease at initial diagnosis at a single institution between 2010 and 2021 who received L-RT, matching them with an institutional cohort by …

Smooth Muscle Α-Actin Missense Variant Promotes Atherosclerosis Through Modulation Of Intracellular Cholesterol In Smooth Muscle Cells, Kaveeta Kaw, Abhijnan Chattopadhyay, Pujun Guan, Jiyuan Chen, Suravi Majumder, Xue-Yan Duan, Shuangtao Ma, Chen Zhang, Callie S Kwartler, Dianna M Milewicz

Faculty, Staff and Student Publications

AIMS: The variant p.Arg149Cys in ACTA2, which encodes smooth muscle cell (SMC)-specific α-actin, predisposes to thoracic aortic disease and early onset coronary artery disease in individuals without cardiovascular risk factors. This study investigated how this variant drives increased atherosclerosis.

METHODS AND RESULTS: Apoe-/- mice with and without the variant were fed a high-fat diet for 12 weeks, followed by evaluation of atherosclerotic plaque formation and single-cell transcriptomics analysis. SMCs explanted from Acta2R149C/+ and wildtype (WT) ascending aortas were used to investigate atherosclerosis-associated SMC phenotypic modulation. Hyperlipidemic Acta2R149C/+Apoe-/- mice have a 2.5-fold increase in atherosclerotic plaque burden compared to Apoe-/- mice …

Heterozygous Midnolin Knockout Attenuates Severity Of Nonalcoholic Fatty Liver Disease In Mice Fed A Western-Style Diet High In Fat, Cholesterol, And Fructose, Soo-Mi Kweon, Jose Irimia-Dominguez, Gayeoun Kim, Patrick T Fueger, Kinji Asahina, Keith K Lai, Daniela S Allende, Quincy R Lai, Chih-Hong Lou, Walter M Tsark, Ju Dong Yang, Dominic S Ng, Ju-Seog Lee, Patrick Tso, Wendong Huang, Keane K Y Lai

Faculty, Staff and Student Publications

Although midnolin has been studied for over 20 years, its biological roles in vivo remain largely unknown, especially due to the lack of a functional animal model. Indeed, given our recent discovery that the knockdown of midnolin suppresses liver cancer cell tumorigenicity and that this antitumorigenic effect is associated with modulation of lipid metabolism, we hypothesized that knockout of midnolin in vivo could potentially protect from nonalcoholic fatty liver disease (NAFLD) which has become the most common cause of chronic liver disease in the Western world. Accordingly, in the present study, we have developed and now report on the first …

Vincristine Enhances The Efficacy Of Mek Inhibitors In Preclinical Models Of Kras-Mutant Colorectal Cancer, Susmita Ghosh, Fan Fan, Reid T Powell, Jason Roszik, Yong Sung Park, Clifford Stephan, Manu Sebastian, Lin Tan, Alexey V Sorokin, Philip L Lorenzi, Scott Kopetz, Lee M Ellis, Rajat Bhattacharya

Faculty, Staff and Student Publications

Mutations in KRAS are found in more than 50% of tumors from patients with metastatic colorectal cancer (mCRC). However, direct targeting of most KRAS mutations is difficult; even the recently developed KRASG12C inhibitors failed to show significant benefit in patients with mCRC. Single agents targeting mitogen-activated protein kinase kinase (MEK), a downstream mediator of RAS, have also been ineffective in colorectal cancer. To identify drugs that can enhance the efficacy of MEK inhibitors, we performed unbiased high-throughput screening using colorectal cancer spheroids. We used trametinib as the anchor drug and examined combinations of trametinib with the NCI-approved Oncology Library version …

Myelodysplastic Syndromes: 2023 Update On Diagnosis, Risk-Stratification, And Management, Guillermo Garcia-Manero

Faculty, Staff and Student Publications

Disease overview: The myelodysplastic syndromes (MDS) are a very heterogeneous group of myeloid disorders characterized by peripheral blood cytopenias and increased risk of transformation to acute myelogenous leukemia (AML). MDS occurs more frequently in older males and in individuals with prior exposure to cytotoxic therapy.

Diagnosis: Diagnosis of MDS is based on morphological evidence of dysplasia upon visual examination of a bone marrow aspirate and biopsy. Information obtained from additional studies such as karyotype, flow cytometry, and molecular genetics is usually complementary and may help refine diagnosis. A new WHO classification of MDS was proposed in 2022. Under this classification, …

Pitfalls In Machine Learning-Based Assessment Of Tumor-Infiltrating Lymphocytes In Breast Cancer: A Report Of The International Immuno-Oncology Biomarker Working Group On Breast Cancer, Jeppe Thagaard, Glenn Broeckx, David B Page, Chowdhury Arif Jahangir, Sara Verbandt, Zuzana Kos, Rajarsi Gupta, Reena Khiroya, Khalid Abduljabbar, Gabriela Acosta Haab, Balazs Acs, Guray Akturk, Jonas S Almeida, Isabel Alvarado-Cabrero, Mohamed Amgad, Farid Azmoudeh-Ardalan, Sunil Badve, Nurkhairul Bariyah Baharun, Eva Balslev, Enrique R Bellolio, Vydehi Bheemaraju, Kim Rm Blenman, Luciana Botinelly Mendonça Fujimoto, Najat Bouchmaa, Octavio Burgues, Alexandros Chardas, Maggie Chon U Cheang, Francesco Ciompi, Lee Ad Cooper, An Coosemans, Germán Corredor, Anders B Dahl, Flavio Luis Dantas Portela, Frederik Deman, Sandra Demaria, Johan Doré Hansen, Sarah N Dudgeon, Thomas Ebstrup, Mahmoud Elghazawy, Claudio Fernandez-Martín, Stephen B Fox, William M Gallagher, Jennifer M Giltnane, Sacha Gnjatic, Paula I Gonzalez-Ericsson, Anita Grigoriadis, Niels Halama, Matthew G Hanna, Aparna Harbhajanka, Steven N Hart, Johan Hartman, Søren Hauberg, Stephen Hewitt, Akira I Hida, Hugo M Horlings, Zaheed Husain, Evangelos Hytopoulos, Sheeba Irshad, Emiel Am Janssen, Mohamed Kahila, Tatsuki R Kataoka, Kosuke Kawaguchi, Durga Kharidehal, Andrey I Khramtsov, Umay Kiraz, Pawan Kirtani, Liudmila L Kodach, Konstanty Korski, Anikó Kovács, Anne-Vibeke Laenkholm, Corinna Lang-Schwarz, Denis Larsimont, Jochen K Lennerz, Marvin Lerousseau, Xiaoxian Li, Amy Ly, Anant Madabhushi, Sai K Maley, Vidya Manur Narasimhamurthy, Douglas K Marks, Elizabeth S Mcdonald, Ravi Mehrotra, Stefan Michiels, Fayyaz Ul Amir Afsar Minhas, Shachi Mittal, David A Moore, Shamim Mushtaq, Hussain Nighat, Thomas Papathomas, Frederique Penault-Llorca, Rashindrie D Perera, Christopher J Pinard, Juan Carlos Pinto-Cardenas, Giancarlo Pruneri, Lajos Pusztai, Arman Rahman, Nasir Mahmood Rajpoot, Bernardo Leon Rapoport, Tilman T Rau, Jorge S Reis-Filho, Joana M Ribeiro, David Rimm, Anne Roslind, Anne Vincent-Salomon, Manuel Salto-Tellez, Joel Saltz, Shahin Sayed, Ely Scott, Kalliopi P Siziopikou, Christos Sotiriou, Albrecht Stenzinger, Maher A Sughayer, Daniel Sur, Susan Fineberg, Fraser Symmans, Sunao Tanaka, Timothy Taxter, Sabine Tejpar, Jonas Teuwen, E Aubrey Thompson, Trine Tramm, William T Tran, Jeroen Van Der Laak, Paul J Van Diest, Gregory E Verghese, Giuseppe Viale, Michael Vieth, Noorul Wahab, Thomas Walter, Yannick Waumans, Hannah Y Wen, Wentao Yang, Yinyin Yuan, Reena Md Zin, Sylvia Adams, John Bartlett, Sibylle Loibl, Carsten Denkert, Peter Savas, Sherene Loi, Roberto Salgado, Elisabeth Specht Stovgaard

Faculty, Staff and Student Publications

The clinical significance of the tumor-immune interaction in breast cancer is now established, and tumor-infiltrating lymphocytes (TILs) have emerged as predictive and prognostic biomarkers for patients with triple-negative (estrogen receptor, progesterone receptor, and HER2-negative) breast cancer and HER2-positive breast cancer. How computational assessments of TILs might complement manual TIL assessment in trial and daily practices is currently debated. Recent efforts to use machine learning (ML) to automatically evaluate TILs have shown promising results. We review state-of-the-art approaches and identify pitfalls and challenges of automated TIL evaluation by studying the root cause of ML discordances in comparison to manual TIL quantification. …

Spatial Analyses Of Immune Cell Infiltration In Cancer: Current Methods And Future Directions: A Report Of The International Immuno-Oncology Biomarker Working Group On Breast Cancer, David B Page, Glenn Broeckx, Chowdhury Arif Jahangir, Sara Verbandt, Rajarsi R Gupta, Jeppe Thagaard, Reena Khiroya, Zuzana Kos, Khalid Abduljabbar, Gabriela Acosta Haab, Balazs Acs, Guray Akturk, Jonas S Almeida, Isabel Alvarado-Cabrero, Farid Azmoudeh-Ardalan, Sunil Badve, Nurkhairul Bariyah Baharun, Enrique R Bellolio, Vydehi Bheemaraju, Kim Rm Blenman, Luciana Botinelly Mendonça Fujimoto, Najat Bouchmaa, Octavio Burgues, Maggie Chon U Cheang, Francesco Ciompi, Lee Ad Cooper, An Coosemans, Germán Corredor, Flavio Luis Dantas Portela, Frederik Deman, Sandra Demaria, Sarah N Dudgeon, Mahmoud Elghazawy, Scott Ely, Claudio Fernandez-Martín, Susan Fineberg, Stephen B Fox, William M Gallagher, Jennifer M Giltnane, Sacha Gnjatic, Paula I Gonzalez-Ericsson, Anita Grigoriadis, Niels Halama, Matthew G Hanna, Aparna Harbhajanka, Alexandros Hardas, Steven N Hart, Johan Hartman, Stephen Hewitt, Akira I Hida, Hugo M Horlings, Zaheed Husain, Evangelos Hytopoulos, Sheeba Irshad, Emiel Am Janssen, Mohamed Kahila, Tatsuki R Kataoka, Kosuke Kawaguchi, Durga Kharidehal, Andrey I Khramtsov, Umay Kiraz, Pawan Kirtani, Liudmila L Kodach, Konstanty Korski, Anikó Kovács, Anne-Vibeke Laenkholm, Corinna Lang-Schwarz, Denis Larsimont, Jochen K Lennerz, Marvin Lerousseau, Xiaoxian Li, Amy Ly, Anant Madabhushi, Sai K Maley, Vidya Manur Narasimhamurthy, Douglas K Marks, Elizabeth S Mcdonald, Ravi Mehrotra, Stefan Michiels, Fayyaz Ul Amir Afsar Minhas, Shachi Mittal, David A Moore, Shamim Mushtaq, Hussain Nighat, Thomas Papathomas, Frederique Penault-Llorca, Rashindrie D Perera, Christopher J Pinard, Juan Carlos Pinto-Cardenas, Giancarlo Pruneri, Lajos Pusztai, Arman Rahman, Nasir Mahmood Rajpoot, Bernardo Leon Rapoport, Tilman T Rau, Jorge S Reis-Filho, Joana M Ribeiro, David Rimm, Anne Vincent-Salomon, Manuel Salto-Tellez, Joel Saltz, Shahin Sayed, Kalliopi P Siziopikou, Christos Sotiriou, Albrecht Stenzinger, Maher A Sughayer, Daniel Sur, Fraser Symmans, Sunao Tanaka, Timothy Taxter, Sabine Tejpar, Jonas Teuwen, E Aubrey Thompson, Trine Tramm, William T Tran, Jeroen Van Der Laak, Paul J Van Diest, Gregory E Verghese, Giuseppe Viale, Michael Vieth, Noorul Wahab, Thomas Walter, Yannick Waumans, Hannah Y Wen, Wentao Yang, Yinyin Yuan, Sylvia Adams, John Mark Seaverns Bartlett, Sibylle Loibl, Carsten Denkert, Peter Savas, Sherene Loi, Roberto Salgado, Elisabeth Specht Stovgaard

Faculty, Staff and Student Publications

Modern histologic imaging platforms coupled with machine learning methods have provided new opportunities to map the spatial distribution of immune cells in the tumor microenvironment. However, there exists no standardized method for describing or analyzing spatial immune cell data, and most reported spatial analyses are rudimentary. In this review, we provide an overview of two approaches for reporting and analyzing spatial data (raster versus vector-based). We then provide a compendium of spatial immune cell metrics that have been reported in the literature, summarizing prognostic associations in the context of a variety of cancers. We conclude by discussing two well-described clinical …

Comprehensive Management Of Molluscum Contagiosum: Assessment Of Clinical Associations, Comorbidities, And Management Principles, Neal Bhatia, Adelaide A Hebert, James Q Del Rosso

Faculty, Staff and Student Publications

Despite its high global prevalence, molluscum contagiosum (MC) is not well understood outside of dermatology. Due to the potential self-limiting nature of MC, a common clinical approach in management is to wait for the papules to resolve spontaneously over several weeks to months, without medical intervention. However, this "watch and wait" approach increases risk of spreading the virus to others, extending the duration of the infection, and emergence of several psychosocial issues (e.g., anxiety, embarrassment, isolation). Molluscum contagiosum can be particularly challenging to treat in immunocompromised patients (e.g., human immunodeficiency virus [HIV], organ transplant recipients). This article reviews diagnostic characteristics …

Mird Pamphlet No 28, Part 2: Comparative Evaluation Of Mirdcalc Dosimetry Software Across A Compendium Of Diagnostic Radiopharmaceuticals, Lukas M Carter, Juan C Ocampo Ramos, Edmond A Olguin, Justin L Brown, Daniel Lafontaine, Derek W Jokisch, Wesley E Bolch, Adam L Kesner

Faculty, Staff and Student Publications

Radiopharmaceutical dosimetry is usually estimated via organ-level MIRD schema-style formalisms, which form the computational basis for commonly used clinical and research dosimetry software. Recently, MIRDcalc internal dosimetry software was developed to provide a freely available organ-level dosimetry solution that incorporates up-to-date models of human anatomy, addresses uncertainty in radiopharmaceutical biokinetics and patient organ masses, and offers a 1-screen user interface as well as quality assurance tools. The present work describes the validation of MIRDcalc and, secondarily, provides a compendium of radiopharmaceutical dose coefficients obtained with MIRDcalc. Biokinetic data for about 70 currently and historically used radiopharmaceuticals were obtained from the …

Predictive Model Of Liver Toxicity To Aid The Personalized Selection Of Proton Versus Photon Therapy In Hepatocellular Carcinoma, Ibrahim Chamseddine, Yejin Kim, Brian De, Issam El Naqa, Dan G Duda, John A Wolfgang, Jennifer Pursley, Jennifer Y Wo, Theodore S Hong, Harald Paganetti, Eugene J Koay, Clemens Grassberger

Faculty, Staff and Student Publications

Purpose: Our objective was to develop an externally validated model for predicting liver toxicity after radiation therapy in patients with hepatocellular carcinoma (HCC) that can integrate both photon and proton dose distributions with patient-specific characteristics.

Methods and materials: Training data consisted of all patients with HCC treated between 2008 and 2019 at our institution (n = 117, 60%/40% photon/proton). We developed a shallow convolutional neural network (CNN) to predict posttreatment liver dysfunction from the differential dose-volume histogram (DVH) and baseline liver metrics. To reduce bias and improve robustness, we used ensemble learning (CNNE). After a preregistered study analysis plan, we …

Ultrasensitive Ngs Mrd Assessment In Ph+ All: Prognostic Impact And Correlation With Rt-Pcr For Bcr::Abl1, Nicholas J Short, Elias Jabbour, Walid Macaron, Farhad Ravandi, Nitin Jain, Rashmi Kanagal-Shamanna, Keyur P Patel, Sanam Loghavi, Fadi G Haddad, Musa Yilmaz, Ghayas C Issa, Partow Kebriaei, Steven M Kornblau, Sarah Pelletier, Wilmer Flores, Jairo Matthews, Rebecca Garris, Hagop Kantarjian

Faculty, Staff and Student Publications

Reverse transcription polymerase chain reaction (RT-PCR) for BCR::ABL1 is the most common and widely accepted method of measurable residual disease (MRD) assessment in Philadelphia chromosome-positive acute lymphoblastic leukemia (Ph+ ALL); however, RT-PCR may not be an optimal measure of MRD in many cases of Ph+ ALL. We evaluated the clinical impact of a highly sensitive next-generation sequencing (NGS) MRD assay (sensitivity of 10-6 ) and its correlation with RT-PCR for BCR::ABL1 in patients with Ph+ ALL. Overall, 32% of patients had a discordance between MRD assessment by RT-PCR and NGS, and 31% of patients who achieved NGS MRD negativity were …