Medical Specialties Commons^™

Supportive Care For Dual Caregivers Who Care For Their Partner With Cancer And Their Young Children, Sujin Ann-Yi, Kathrin Milbury, Morgan Jones, Victoria Necroto, Meagan Whisenant, Yisheng Li, Eduardo Bruera

Faculty, Staff and Student Publications

Purpose: Advanced cancer patients and their spouses who parent minor children report parenting concerns and increased psychological distress. This single-arm trial examined the feasibility and initial evidence for efficacy of a novel parent support program.

Methods: Patients with a metastatic solid malignancy and their spouses completed self-reported assessments of psychological distress (HADS), parenting concerns (PCQ) and efficacy (CaPSE) at baseline. Both patients and spouses jointly attended the first two sessions addressing illness communication and family routines. Spouses individually attended two additional sessions focusing on caregiver support and death preparedness. All four sessions were delivered via videoconference by a licensed psychological …

Model-Informed Drug Development Of Autologous Car-T Cell Therapy: Strategies To Optimize Car-T Cell Exposure Leveraging Cell Kinetic/Dynamic Modeling, Anna M Mc Laughlin, Peter A Milligan, Cassian Yee, Martin Bergstrand

Faculty, Staff and Student Publications

Autologous Chimeric antigen receptor (CAR-T) cell therapy has been highly successful in the treatment of aggressive hematological malignancies and is also being evaluated for the treatment of solid tumors as well as other therapeutic areas. A challenge, however, is that up to 60% of patients do not sustain a long-term response. Low CAR-T cell exposure has been suggested as an underlying factor for a poor prognosis. CAR-T cell therapy is a novel therapeutic modality with unique kinetic and dynamic properties. Importantly, "clear" dose-exposure relationships do not seem to exist for any of the currently approved CAR-T cell products. In other …

Next-Generation Chimeric Antigen Receptors For T- And Natural Killer-Cell Therapies Against Cancer, Ye Li, Katayoun Rezvani, Hind Rafei

Faculty, Staff and Student Publications

Adoptive cellular therapy using chimeric antigen receptor (CAR) T cells has led to a paradigm shift in the treatment of various hematologic malignancies. However, the broad application of this approach for myeloid malignancies and solid cancers has been limited by the paucity and heterogeneity of target antigen expression, and lack of bona fide tumor-specific antigens that can be targeted without cross-reactivity against normal tissues. This may lead to unwanted on-target off-tumor toxicities that could undermine the desired antitumor effect. Recent advances in synthetic biology and genetic engineering have enabled reprogramming of immune effector cells to enhance their selectivity toward tumors, …

The Influence Of Obesity On Outcomes With Immune Checkpoint Blockade: Clinical Evidence And Potential Biological Mechanisms, Andrew W Hahn, Neha Venkatesh, Pavlos Msaouel, Jennifer L Mcquade

Faculty, Staff and Student Publications

Immune checkpoint blockade (ICB) is a mainstay of treatment for advanced cancer, yet tumor response and host toxicity are heterogenous in those patients who receive ICB. There is growing interest in understanding how host factors interact with tumor intrinsic properties and the tumor microenvironment to influence the therapeutic index with ICB. Obesity, defined by body mass index, is a host factor associated with improved outcomes in select cancers when treated with ICB. While the biological mechanism for this obesity paradox is not fully understood, pre-clinical and translational studies suggest obesity may potentially impact tumor metabolism, inflammation, and angiogenesis. Herein, we …

Identification Of Dual Strn-Ntrk2 Rearrangements In A High Grade Sarcoma, With Good Clinical Response To First-Line Larotrectinib Therapy, Ruihe Lin, Atrayee Basu Mallick, Zi-Xuan Wang, Phd, Scot Andrew Brown, Bo Lu, Md, Wei Jiang

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND: Among the three NTRK genes, NTRK2 possesses a tremendous structural complexity and involves tumorigenesis of several types of tumors. To date, only STRN and RBPMS are identified in the fusion with NTRK2 in adult soft tissue tumors. More recently, the highly selective Trk tyrosine kinases inhibitors, including larotrectinib and entrectinib, have shown significant efficacy for treating tumors harboring NTRK fusions and were approved by FDA.

CASE PRESENTATION: We report a case of sarcoma in a 35-year-old female harboring two STRN-NTRK2 gene fusions, with a good clinical response to first-line larotrectinib treatment. Core biopsy of the 16.5 cm gluteal mass …

Emotional Barriers And Facilitators Of Deprescribing For Older Adults With Cancer And Polypharmacy: A Qualitative Study, Erika Ramsdale, Arul Malhotra, Holly M Holmes, Lisa Zubkoff, Jinjiao Wang, Supriya Mohile, Sally A Norton, Paul R Duberstein

Faculty, Staff and Student Publications

Purpose: To describe emotional barriers and facilitators to deprescribing (the planned reduction or discontinuation of medications) in older adults with cancer and polypharmacy.

Methods: Virtual focus groups were conducted over Zoom with 5 key informant groups: oncologists, oncology nurses, primary care physicians, pharmacists, and patients. All groups were video- and audio-recorded and transcribed verbatim. Focus group transcripts were analyzed using inductive content analysis, and open coding was performed by two coders. A codebook was generated based on the initial round of open coding and updated throughout the analytic process. Codes and themes were discussed for each transcript until consensus was …

Associations Between Birth Defects And Childhood And Adolescent Germ Cell Tumors According To Sex, Histologic Subtype, And Site, Jeremy M Schraw, Pagna Sok, Tania A Desrosiers, Amanda E Janitz, Peter H Langlois, Mark A Canfield, A Lindsay Frazier, Sharon E Plon, Philip J Lupo, Jenny N Poynter

Faculty, Staff and Students Publications

BACKGROUND: Studies have reported increased rates of birth defects among children with germ cell tumors (GCTs). However, few studies have evaluated associations by sex, type of defect, or tumor characteristics.

METHODS: Birth defect-GCT associations were evaluated among pediatric patients (N = 552) with GCTs enrolled in the Germ Cell Tumor Epidemiology Study and population-based controls (N = 6380) without cancer from the Genetic Overlap Between Anomalies and Cancer in Kids Study. The odds ratio (OR) and 95% confidence interval (CI) of GCTs according to birth defects status were estimated by using unconditional logistic regression. All defects were considered collectively and …

Novobiocin Blocks Nucleic Acid Binding To Polθ And Inhibits Stimulation Of Its Atpase Activity, Aleem Syed, Frantisek Filandr, Jeffrey Patterson-Fortin, Albino Bacolla, Ramya Ravindranathan, Jia Zhou, Drew T Mcdonald, Mohammed E Albuhluli, Amy Verway-Cohen, Joseph A Newman, Miaw-Sheue Tsai, Darin E Jones, David C Schriemer, Alan D D'Andrea, John A Tainer

Faculty, Staff and Student Publications

Polymerase theta (Polθ) acts in DNA replication and repair, and its inhibition is synthetic lethal in BRCA1 and BRCA2-deficient tumor cells. Novobiocin (NVB) is a first-in-class inhibitor of the Polθ ATPase activity, and it is currently being tested in clinical trials as an anti-cancer drug. Here, we investigated the molecular mechanism of NVB-mediated Polθ inhibition. Using hydrogen deuterium exchange-mass spectrometry (HX-MS), biophysical, biochemical, computational and cellular assays, we found NVB is a non-competitive inhibitor of ATP hydrolysis. NVB sugar group deletion resulted in decreased potency and reduced HX-MS interactions, supporting a specific NVB binding orientation. Collective results revealed that NVB …

A Proof-Of-Concept Pilot Test Of A Behavioral Intervention To Improve Adherence To Dietary Recommendations For Cancer Prevention, Meghan Butryn, Charlotte Hagerman, Nicole Crane, Marny Ehmann, Evan Forman, Brandy-Joe Milliron, Nicole L. Simone

Department of Radiation Oncology Faculty Papers

OBJECTIVES: Prevention programs that can help adults improve the quality of their diets to reduce cancer risk are needed. This Phase IIa study prospectively tested a mHealth intervention designed to improve adherence to dietary quality guidelines for cancer prevention.

METHODS: All participants (N = 62) received nutrition education and a self-regulation skills curriculum, with a primary target of changing grocery shopping behavior. Using a randomized, factorial design, the study varied whether each of the following 4 components were added to the 20-week intervention: (1) location-triggered app messaging, delivered when individuals arrived at grocery stores, (2) reflections on benefits of change, …

Integrated Molecular Characterization Of Intraductal Papillary Mucinous Neoplasms: An Nci Cancer Moonshot Precancer Atlas Pilot Project, Alexander Semaan, Vincent Bernard, Justin Wong, Yuki Makino, Daniel B Swartzlander, Kimal I Rajapakshe, Jaewon J Lee, Adam Officer, Christian Max Schmidt, Howard H Wu, Courtney L Scaife, Kajsa E Affolter, Daniela Nachmanson, Matthew A Firpo, Michele Yip-Schneider, Andrew M Lowy, Olivier Harismendy, Subrata Sen, Anirban Maitra, Yasminka A Jakubek, Paola A Guerrero

Faculty, Staff and Student Publications

Intraductal papillary mucinous neoplasms (IPMN) are cystic precursor lesions to pancreatic ductal adenocarcinoma (PDAC). IPMNs undergo multistep progression from low-grade (LG) to high-grade (HG) dysplasia, culminating in invasive neoplasia. While patterns of IPMN progression have been analyzed using multiregion sequencing for somatic mutations, there is no integrated assessment of molecular events, including copy-number alterations (CNA) and transcriptional changes that accompany IPMN progression. We performed laser capture microdissection on surgically resected IPMNs of varying grades of histologic dysplasia obtained from 23 patients, followed by whole-exome and whole-transcriptome sequencing. Overall, HG IPMNs displayed a significantly greater aneuploidy score than LG lesions, with …

Outcomes Of Breakthrough Covid-19 Infections In Patients With Hematologic Malignancies, Kelly S Chien, Christine B Peterson, Elliana Young, Dai Chihara, Elizabet E Manasanch, Jeremy L Ramdial, Philip A Thompson

Faculty, Staff and Student Publications

Patients with hematologic malignancies have both an increased risk for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections and higher morbidity/mortality. They have lower seroconversion rates after vaccination, potentially leading to inferior coronavirus disease 2019 (COVID-19) outcomes, despite vaccination. We consequently evaluated the clinical outcomes of COVID-19 infections in 243 vaccinated and 175 unvaccinated patients with hematologic malignancies. Hospitalization rates were lower in the vaccinated group when compared with the unvaccinated group (31.3% vs 52.6%). However, the rates of COVID-19-associated death were similar at 7.0% and 8.6% in vaccinated and unvaccinated patients, respectively. By univariate logistic regression, females, older patients, …

Dendritic Cells As Shepherds Of T Cell Immunity In Cancer, Mikael J Pittet, Mauro Di Pilato, Christopher Garris, Thorsten R Mempel

Faculty, Staff and Student Publications

In cancer patients, dendritic cells (DCs) in tumor-draining lymph nodes can present antigens to naive T cells in ways that break immunological tolerance. The clonally expanded progeny of primed T cells are further regulated by DCs at tumor sites. Intratumoral DCs can both provide survival signals to and drive effector differentiation of incoming T cells, thereby locally enhancing antitumor immunity; however, the paucity of intratumoral DCs or their expression of immunoregulatory molecules often limits antitumor T cell responses. Here, we review the current understanding of DC-T cell interactions at both priming and effector sites of immune responses. We place emerging …

Cancer Survivors’ Health Behaviors And Outcomes: A Population-Based Study Of Sexual And Gender Minorities, Ulrike Boehmer, Shine Chang, Nelson F Sanchez, Bill M Jesdale, Matthew B Schabath

Faculty, Staff and Student Publications

BACKGROUND: Most case-control studies compare cancer survivors with general population controls without considering sexual orientation or gender identity. This case-control analysis compared health risk behaviors and health outcomes among sexual and gender minority cancer survivors to those of matched sexual and gender minority participants without cancer (controls).

METHODS: Using data from the 2014-2021 Behavioral Risk Factor Surveillance System, a population-based sample of 4507 cancer survivors who self-identified as transgender, gay men, bisexual men, lesbian women, or bisexual women were 1:1 propensity score matched, using age at survey, race and ethnicity, marital status, education, access to health care, and US census …

Enzyme-Mediated Depletion Of Methylthioadenosine Restores T Cell Function In Mtap-Deficient Tumors And Reverses Immunotherapy Resistance, Donjeta Gjuka, Elio Adib, Kendra Garrison, Jianfeng Chen, Yuxue Zhang, Wenjiao Li, Daniel Boutz, Candice Lamb, Yuri Tanno, Amin Nassar, Talal El Zarif, Neil Kale, Mehrdad Rakaee, Tarek H Mouhieddine, Sarah Abou Alaiwi, Alexander Gusev, Thomas Rogers, Jianjun Gao, George Georgiou, David J Kwiatkowski, Everett Stone

Faculty, Staff and Student Publications

Chromosomal region 9p21 containing tumor suppressors CDKN2A/B and methylthioadenosine phosphorylase (MTAP) is one of the most frequent genetic deletions in cancer. 9p21 loss is correlated with reduced tumor-infiltrating lymphocytes (TILs) and resistance to immune checkpoint inhibitor (ICI) therapy. Previously thought to be caused by CDKN2A/B loss, we now show that it is loss of MTAP that leads to poor outcomes on ICI therapy and reduced TIL density. MTAP loss causes accumulation of methylthioadenosine (MTA) both intracellularly and extracellularly and profoundly impairs T cell function via the inhibition of protein arginine methyltransferase 5 (PRMT5) and by adenosine receptor agonism. Administration of …

Refphase: Multi-Sample Phasing Reveals Haplotype-Specific Copy Number Heterogeneity, Thomas B K Watkins, Emma C Colliver, Matthew R Huska, Tom L Kaufmann, Emilia L Lim, Cody B Duncan, Kerstin Haase, Peter Van Loo, Charles Swanton, Nicholas Mcgranahan, Roland F Schwarz

Faculty, Staff and Student Publications

Most computational methods that infer somatic copy number alterations (SCNAs) from bulk sequencing of DNA analyse tumour samples individually. However, the sequencing of multiple tumour samples from a patient's disease is an increasingly common practice. We introduce Refphase, an algorithm that leverages this multi-sampling approach to infer haplotype-specific copy numbers through multi-sample phasing. We demonstrate Refphase's ability to infer haplotype-specific SCNAs and characterise their intra-tumour heterogeneity, to uncover previously undetected allelic imbalance in low purity samples, and to identify parallel evolution in the context of whole genome doubling in a pan-cancer cohort of 336 samples from 99 tumours.

A Machine Learning Approach That Measures Ph Using Acidocest Mri Of Iopamidol, Tianzhe Li, Julio Cárdenas-Rodríguez, Priya N Trakru, Mark D Pagel

Faculty, Staff and Student Publications

Tumor acidosis is an important biomarker for aggressive tumors, and extracellular pH (pHe) of the tumor microenvironment can be used to predict and evaluate tumor responses to chemotherapy and immunotherapy. AcidoCEST MRI measures tumor pHe by exploiting the pH-dependent chemical exchange saturation transfer (CEST) effect of iopamidol, an exogenous CT agent repurposed for CEST MRI. However, all pH fitting methodologies for acidoCEST MRI data have limitations. Herein we present results of the application of machine learning for extracting pH values from CEST Z-spectra of iopamidol. We acquired 36,000 experimental CEST spectra from 200 phantoms of iopamidol prepared at five concentrations, …

Current Perspectives On Mass Spectrometry-Based Immunopeptidomics: The Computational Angle To Tumor Antigen Discovery, Bing Zhang, Michal Bassani-Sternberg

Faculty, Staff and Students Publications

Identification of tumor antigens presented by the human leucocyte antigen (HLA) molecules is essential for the design of effective and safe cancer immunotherapies that rely on T cell recognition and killing of tumor cells. Mass spectrometry (MS)-based immunopeptidomics enables high-throughput, direct identification of HLA-bound peptides from a variety of cell lines, tumor tissues, and healthy tissues. It involves immunoaffinity purification of HLA complexes followed by MS profiling of the extracted peptides using data-dependent acquisition, data-independent acquisition, or targeted approaches. By incorporating DNA, RNA, and ribosome sequencing data into immunopeptidomics data analysis, the proteogenomic approach provides a powerful means for identifying …

The Stop Program: A Hybrid Smoking Prevention And Cessation Training For Cancer Care Providers In Colombia And Peru, Irene Tamí-Maury, Samuel Tundealao, Vilma Díaz, Elizabeth Ochoa, Esperanza Garcia, Johanna Rincon, Valeri Noé-Díaz, Carlos Castañeda, Jesús Acosta, María Fernández, Tatiana Vidaurre, John Crowley

Faculty, Staff and Student Publications

We designed and tested the feasibility of the Smoking Cessation Training Program for Oncology Practice (STOP), a hybrid (face-to-face plus web-based) educational intervention to enhance Spanish-speaking cancer care professionals' (CCPs') ability to provide brief smoking prevention and cessation counseling to cancer patients and survivors. Changes in the CCPs' competencies (knowledge, attitude, self-efficacy, and practices toward smoking and smoking cessation services) were assessed post-training. Sixty CCPs from one major cancer center in Colombia (n = 30) and Peru (n = 30) were invited to participate in a 4-module hybrid training program on smoking prevention and cessation. Demographic and pre- and post-test …

Cancer Germline Predisposing Variants And Late Mortality From Subsequent Malignant Neoplasms Among Long-Term Childhood Cancer Survivors: A Report From The St Jude Lifetime Cohort And The Childhood Cancer Survivor Study, Cheng Chen, Na Qin, Mingjuan Wang, Qian Dong, Saima Sultana Tithi, Yawei Hui, Wenan Chen, Gang Wu, Dennis Kennetz, Michael N Edmonson, Michael C Rusch, Andrew Thrasher, John Easton, Heather L Mulder, Nan Song, Noel-Marie Plonski, Kyla Shelton, Cindy Im, Matthew J Ehrhardt, Kim E Nichols, Wendy M Leisenring, Kayla L Stratton, Rebecca Howell, Yutaka Yasui, Smita Bhatia, Gregory T Armstrong, Kirsten K Ness, Melissa M Hudson, Jinghui Zhang, Hui Wang, Deo Kumar Srivastava, Leslie L Robison, Zhaoming Wang

Faculty, Staff and Student Publications

Background: Carriers of cancer predisposing variants are at an increased risk of developing subsequent malignant neoplasms among those who have survived childhood cancer. We aimed to investigate whether cancer predisposing variants contribute to the risk of subsequent malignant neoplasm-related late mortality (5 years or more after diagnosis).

Methods: In this analysis, data were included from two retrospective cohort studies, St Jude Lifetime Cohort (SJLIFE) and the Childhood Cancer Survivor Study (CCSS), with prospective follow-up of patients who were alive for at least 5 years after diagnosis with childhood cancer (ie, long-term childhood cancer survivors) with corresponding germline whole genome or …

Trends In Radiation Dose To The Contralateral Breast During Breast Cancer Radiation Therapy, Gordon P Watt, Susan A Smith, Rebecca M Howell, Angélica Pérez-Andújar, Ann S Reiner, Laura Cerviño, Beryl Mccormick, Daniela Hess, Julia A Knight, Kathleen E Malone, Esther M John, Leslie Bernstein, Charles F Lynch, Lene Mellemkjær, Roy E Shore, Xiaolin Liang, Meghan Woods, John D Boice, Lawrence T Dauer, Jonine L Bernstein

Faculty, Staff and Student Publications

Over 4 million survivors of breast cancer live in the United States, 35% of whom were treated before 2009. Approximately half of patients with breast cancer receive radiation therapy, which exposes the untreated contralateral breast to radiation and increases the risk of a subsequent contralateral breast cancer (CBC). Radiation oncology has strived to reduce unwanted radiation dose, but it is unknown whether a corresponding decline in actual dose received to the untreated contralateral breast has occurred. The purpose of this study was to evaluate trends in unwanted contralateral breast radiation dose to inform risk assessment of second primary cancer in …

A Translational Blueprint For Developing Intraoperative Imaging Agents Via Radiopharmaceutical-Guided Drug Design, Teresa E Sullivan, Servando Hernandez Vargas, Sukhen C Ghosh, Solmaz Aghaamiri, Naruhiko Ikoma, Ali Azhdarinia

Faculty, Staff and Student Publications

Cancer imaging is a rapidly evolving field due to the discovery of novel molecular targets and the availability of corresponding techniques to detect them with high precision, accuracy, and sensitivity. Nuclear medicine is the most widely used molecular imaging modality and has a growing toolkit of clinically used radiopharmaceuticals that enable whole-body tumor visualization, staging, and treatment monitoring for a variety of tumors in a non-invasive manner. The need for similar imaging capabilities in the operating room has led to the emergence of fluorescence-guided surgery (FGS) as a powerful technique that gives surgeons unprecedented ability to distinguish tumors from healthy …

Single-Cell Dissection Of Tumor Microenvironmental Response And Resistance To Cancer Therapy, Yikai Luo, Han Liang

Faculty, Staff and Student Publications

Cancer treatment strategies have evolved significantly over the years, with chemotherapy, targeted therapy, and immunotherapy as major pillars. Each modality leads to unique treatment outcomes by interacting with the tumor microenvironment (TME), which imposes a fundamental selective pressure on cancer progression. The advent of single-cell profiling technologies has revolutionized our understanding of the intricate and heterogeneous nature of the TME at an unprecedented resolution. This review delves into the commonalities and differential manifestations of how cancer therapies reshape the microenvironment in diverse cancer types. We highlight how groundbreaking immune checkpoint blockade (ICB) strategies alone or in combination with tumor-targeting treatments …

Views Of Adolescents And Young Adults With Cancer And Their Oncologists Toward Patients' Participation In Genomic Research, Amanda M Gutierrez, Jill O Robinson, Robin Raesz-Martinez, Isabel Canfield, Mary A Majumder, Sarah Scollon, Lauren R Desrosiers, Rebecca L Hsu, Wendy Allen-Rhoades, D Williams Parsons, Sharon E Plon, Amy L Mcguire, Janet Malek

Faculty, Staff and Students Publications

Purpose:

With increased use of genomic testing in cancer research and clinical care, it is important to understand the perspectives and decision-making preferences of adolescents and young adults (AYAs) with cancer and their treating oncologists.

Methods:

We conducted an interview substudy of the BASIC3 Study, which enrolled newly diagnosed cancer patients <18 years of age with assent. Of 32 young adults (YAs) with cancer who reached the age of majority (AOM; 18 years) while on study, 12 were successfully approached and all consented to study continuation at AOM. Of those, seven completed an interview. Patients' oncologists, who enrolled and participated in return of clinical genomic results, were also interviewed (n = 12). Interviews were transcribed, deidentified, and analyzed using thematic analysis.

Results:

YAs cited the possibility of helping others and advancing science as major reasons for their assent to initial study enrollment and their willingness to consent at AOM. YAs thought obtaining informed consent from research participants for …

National Survey On The Availability Of Oncology Palliative Care Services At Tertiary General And Cancer Hospitals In China, Xiaomei Li, Xin Shelley Wang, Haili Huang, Miao Liu, Yinan Wu, Jiaojiao Qiu, Boran Zhang, Linhong Cui, David Hui

Faculty, Staff and Student Publications

Background: This nationwide survey studied the level of palliative care (PC) access for Chinese patients with cancer among cancer care providers either in tertiary general hospitals or cancer hospitals in China.

Methods: Using a probability-proportionate-to-size method, we identified local tertiary general hospitals with oncology departments to match cancer hospitals at the same geographic area. A PC program leader or a designee at each hospital reported available PC services, including staffing, inpatient and outpatient services, education, and research, with most questions adapted from a previous national survey on PC. The primary outcome was availability of a PC service.

Results: Most responders …

The Underutilization Of Preventive Cardiovascular Measures In Patients With Cancer: An Analysis Of The Behavioural Risk Factor Surveillance System, 2011–22, Ahmed Sayed, Malak Munir, Daniel Addison, Abdelrahman I Abushouk, Susan F Dent, Tomas G Neilan, Anne Blaes, Michael G Fradley, Anju Nohria, Khaled Moustafa, Salim S Virani

Faculty, Staff and Students Publications

AIMS: This study aimed to characterize the influence of a cancer diagnosis on the use of preventive cardiovascular measures in patients with and without cardiovascular disease (CVD).

METHODS AND RESULTS: Data from the Behavioural Risk Factor Surveillance System Survey (spanning 2011-22) were used. Multivariable logistic regression models adjusted for potential confounders were applied to calculate average marginal effects (AME), the average difference in the probability of using a given therapy between patients with and without cancer. Outcomes of interest included the use of pharmacological therapies, physical activity, smoking cessation, and post-CVD rehabilitation. Among 5 012 721 respondents, 579 114 reported …

A Proteogenomics Data-Driven Knowledge Base Of Human Cancer, Yuxing Liao, Sara R Savage, Yongchao Dou, Zhiao Shi, Xinpei Yi, Wen Jiang, Jonathan T Lei, Bing Zhang

Faculty, Staff and Students Publications

By combining mass-spectrometry-based proteomics and phosphoproteomics with genomics, epi-genomics, and transcriptomics, proteogenomics provides comprehensive molecular characterization of cancer. Using this approach, the Clinical Proteomic Tumor Analysis Consortium (CPTAC) has characterized over 1,000 primary tumors spanning 10 cancer types, many with matched normal tissues. Here, we present LinkedOmicsKB, a proteogenomics data-driven knowledge base that makes consistently processed and systematically precomputed CPTAC pan-cancer proteogenomics data available to the public through ∼40,000 gene-, protein-, mutation-, and phenotype-centric web pages. Visualization techniques facilitate efficient exploration and reasoning of complex, interconnected data. Using three case studies, we illustrate the practical utility of LinkedOmicsKB in providing …

Polygenic Risk And Chemotherapy-Related Subsequent Malignancies In Childhood Cancer Survivors: A Childhood Cancer Survivor Study And St Jude Lifetime Cohort Study Report, Cindy Im, Noha Sharafeldin, Yan Yuan, Zhaoming Wang, Yadav Sapkota, Zhanni Lu, Logan G Spector, Rebecca M Howell, Michael A Arnold, Melissa M Hudson, Kirsten K Ness, Leslie L Robison, Smita Bhatia, Gregory T Armstrong, Joseph P Neglia, Yutaka Yasui, Lucie M Turcotte

Faculty, Staff and Student Publications

Purpose: Chemotherapeutic exposures are associated with subsequent malignant neoplasm (SMN) risk. The role of genetic susceptibility in chemotherapy-related SMNs should be defined as use of radiation therapy (RT) decreases.

Patients and methods: SMNs among long-term childhood cancer survivors of European (EUR; N = 9,895) and African (AFR; N = 718) genetic ancestry from the Childhood Cancer Survivor Study and St Jude Lifetime Cohort Study were evaluated. An externally validated 179-variant polygenic risk score (PRS) associated with pleiotropic adult cancer risk from the UK Biobank Study (N > 400,000) was computed for each survivor. SMN cumulative incidence comparing top and bottom PRS …

Deep Learning Integrates Histopathology And Proteogenomics At A Pan-Cancer Level, Joshua M Wang, Runyu Hong, Elizabeth G Demicco, Jimin Tan, Rossana Lazcano, Andre L Moreira, Yize Li, Anna Calinawan, Narges Razavian, Tobias Schraink, Michael A Gillette, Gilbert S Omenn, Eunkyung An, Henry Rodriguez, Aristotelis Tsirigos, Kelly V Ruggles, Li Ding, Ana I Robles, D R Mani, Karin D Rodland, Alexander J Lazar, Wenke Liu, David Fenyö, Clinical Proteomic Tumor Analysis Consortium

Faculty, Staff and Student Publications

We introduce a pioneering approach that integrates pathology imaging with transcriptomics and proteomics to identify predictive histology features associated with critical clinical outcomes in cancer. We utilize 2,755 H&E-stained histopathological slides from 657 patients across 6 cancer types from CPTAC. Our models effectively recapitulate distinctions readily made by human pathologists: tumor vs. normal (AUROC = 0.995) and tissue-of-origin (AUROC = 0.979). We further investigate predictive power on tasks not normally performed from H&E alone, including TP53 prediction and pathologic stage. Importantly, we describe predictive morphologies not previously utilized in a clinical setting. The incorporation of transcriptomics and proteomics identifies pathway-level …

Neurocognitive Outcomes In Adult Survivors Of Neuroblastoma: A Report From The Childhood Cancer Survivor Study, Caroline Hesko, Wei Liu, Deo K Srivastava, Tara M Brinkman, Lisa Diller, Todd M Gibson, Kevin C Oeffinger, Wendy M Leisenring, Rebecca Howell, Gregory T Armstrong, Kevin R Krull, Tara O Henderson

Faculty, Staff and Student Publications

Background: Despite survival improvements, there is a paucity of data on neurocognitive outcomes in neuroblastoma survivors. This study addresses this literature gap.

Methods: Neurocognitive impairments in survivors were compared to sibling controls from the Childhood Cancer Survivor Study (CCSS) using the CCSS Neurocognitive Questionnaire. Impaired emotional regulation, organization, task efficiency, and memory defined as scores ≥90th percentile of sibling norms. Modified Poisson regression models evaluated associations with treatment exposures, era of diagnosis, and chronic conditions. Analyses were stratified by age at diagnosis (≤1 and >1 year) as proxy for lower versus higher risk disease.

Results: Survivors (N = 837; median …

Global Impact Of Somatic Structural Variation On The Cancer Proteome, Fengju Chen, Yiqun Zhang, Darshan S Chandrashekar, Sooryanarayana Varambally, Chad J Creighton

Faculty, Staff and Students Publications

Both proteome and transcriptome data can help assess the relevance of non-coding somatic mutations in cancer. Here, we combine mass spectrometry-based proteomics data with whole genome sequencing data across 1307 human tumors spanning various tissues to determine the extent somatic structural variant (SV) breakpoint patterns impact protein expression of nearby genes. We find that about 25% of the hundreds of genes with SV-associated cis-regulatory alterations at the mRNA level are similarly associated at the protein level. SVs associated with enhancer hijacking, retrotransposon translocation, altered DNA methylation, or fusion transcripts are implicated in protein over-expression. SVs combined with altered protein levels …