Genetic Phenomena Commons^™

Cancer Informatics For Cancer Centers: Sharing Ideas On How To Build An Artificial Intelligence-Ready Informatics Ecosystem For Radiation Oncology, Danielle S Bitterman, Michael F Gensheimer, David Jaffray, Daniel A Pryma, Steve B Jiang, Olivier Morin, Jorge Barrios Ginart, Taman Upadhaya, Katherine A Vallis, John M Buatti, Joseph Deasy, H Timothy Hsiao, Caroline Chung, Clifton D Fuller, Emily Greenspan, Kristy Cloyd-Warwick, Samir Courdy, Allen Mao, Jill Barnholtz-Sloan, Umit Topaloglu, Isaac Hands, Ian Maurer, May Terry, Walter J Curran, Quynh-Thu Le, Sorena Nadaf, Warren Kibbe

Faculty, Staff and Student Publications

In August 2022, the Cancer Informatics for Cancer Centers brought together cancer informatics leaders for its biannual symposium, Precision Medicine Applications in Radiation Oncology, co-chaired by Quynh-Thu Le, MD (Stanford University), and Walter J. Curran, MD (GenesisCare). Over the course of 3 days, presenters discussed a range of topics relevant to radiation oncology and the cancer informatics community more broadly, including biomarker development, decision support algorithms, novel imaging tools, theranostics, and artificial intelligence (AI) for the radiotherapy workflow. Since the symposium, there has been an impressive shift in the promise and potential for integration of AI in clinical care, accelerated …

Important Considerations For Real-World Analysis Of Neurotrophic Tyrosine Receptor Kinase Fusion Cancer And Tropomyosin Receptor Kinase Inhibitors, Marcia S Brose, David S Hong, Alexander Drilon

Faculty, Staff and Student Publications

No abstract provided.

Immune Checkpoint Inhibitors Suppress Hepatitis C Virus Replication In Infected Patients With Solid Tumors, Marcel Yibirin, Khalis Mustafayev, Jeff Hosry, Pooja Pundhir, Joseph Klingen, Eduardo Yepez Guevara, Bruno P Granwehr, Ahmed Kaseb, Aung Naing, Sapna Patel, Amishi Y Shah, Ferdinandos Skoulidis, Hussein A Tawbi, Lan Wang, Ethan Miller, Hao Chi Zhang, Amado Zurita-Saavedra, Harrys A Torres

Faculty, Staff and Student Publications

Introduction: Data are scarce regarding the virologic impact and safety of immune checkpoint inhibitors (ICI) in patients with chronic hepatitis C virus (HCV) infection. We examined the virologic impact of ICI in HCV-infected patients with solid tumors and their safety.

Methods: HCV-infected patients with solid tumor treated with ICI at our institution between April 26, 2016, and January 5, 2022, were enrolled in a prospective observational study. The primary outcomes were ICI-induced changes in HCV viremia (HCV inhibition and HCV reactivation) and safety of ICI.

Results: We enrolled 52 consecutive patients with solid tumors treated with ICI. Most were men …

Pan-Cancer Analysis Of Post-Translational Modifications Reveals Shared Patterns Of Protein Regulation, Yifat Geffen, Shankara Anand, Yo Akiyama, Tomer M Yaron, Yizhe Song, Jared L Johnson, Akshay Govindan, Özgün Babur, Yize Li, Emily Huntsman, Liang-Bo Wang, Chet Birger, David I Heiman, Qing Zhang, Mendy Miller, Yosef E Maruvka, Nicholas J Haradhvala, Anna Calinawan, Saveliy Belkin, Alexander Kerelsky, Karl R Clauser, Karsten Krug, Shankha Satpathy, Samuel H Payne, D R Mani, Michael A Gillette, Saravana M Dhanasekaran, Mathangi Thiagarajan, Mehdi Mesri, Henry Rodriguez, Ana I Robles, Steven A Carr, Alexander J Lazar, François Aguet, Lewis C Cantley, Li Ding, Gad Getz, Clinical Proteomic Tumor Analysis Consortium

Faculty, Staff and Student Publications

Post-translational modifications (PTMs) play key roles in regulating cell signaling and physiology in both normal and cancer cells. Advances in mass spectrometry enable high-throughput, accurate, and sensitive measurement of PTM levels to better understand their role, prevalence, and crosstalk. Here, we analyze the largest collection of proteogenomics data from 1,110 patients with PTM profiles across 11 cancer types (10 from the National Cancer Institute's Clinical Proteomic Tumor Analysis Consortium [CPTAC]). Our study reveals pan-cancer patterns of changes in protein acetylation and phosphorylation involved in hallmark cancer processes. These patterns revealed subsets of tumors, from different cancer types, including those with …

Pan-Cancer Proteogenomics Connects Oncogenic Drivers To Functional States, Yize Li, Eduard Porta-Pardo, Collin Tokheim, Matthew H Bailey, Tomer M Yaron, Vasileios Stathias, Yifat Geffen, Kathleen J Imbach, Song Cao, Shankara Anand, Yo Akiyama, Wenke Liu, Matthew A Wyczalkowski, Yizhe Song, Erik P Storrs, Michael C Wendl, Wubing Zhang, Mustafa Sibai, Victoria Ruiz-Serra, Wen-Wei Liang, Nadezhda V Terekhanova, Fernanda Martins Rodrigues, Karl R Clauser, David I Heiman, Qing Zhang, Francois Aguet, Anna P Calinawan, Saravana M Dhanasekaran, Chet Birger, Shankha Satpathy, Daniel Cui Zhou, Liang-Bo Wang, Jessika Baral, Jared L Johnson, Emily M Huntsman, Pietro Pugliese, Antonio Colaprico, Antonio Iavarone, Milan G Chheda, Christopher J Ricketts, David Fenyö, Samuel H Payne, Henry Rodriguez, Ana I Robles, Michael A Gillette, Chandan Kumar-Sinha, Alexander J Lazar, Lewis C Cantley, Gad Getz, Li Ding

Faculty, Staff and Student Publications

Cancer driver events refer to key genetic aberrations that drive oncogenesis; however, their exact molecular mechanisms remain insufficiently understood. Here, our multi-omics pan-cancer analysis uncovers insights into the impacts of cancer drivers by identifying their significant cis-effects and distal trans-effects quantified at the RNA, protein, and phosphoprotein levels. Salient observations include the association of point mutations and copy-number alterations with the rewiring of protein interaction networks, and notably, most cancer genes converge toward similar molecular states denoted by sequence-based kinase activity profiles. A correlation between predicted neoantigen burden and measured T cell infiltration suggests potential vulnerabilities for immunotherapies. Patterns of …

The Interplay Between H3k36 Methylation And Dna Methylation In Cancer, Jiameng Dan, Zeling Du, Jinghong Zhang, Taiping Chen

Faculty, Staff and Student Publications

No abstract provided.

Psilocybin-Assisted Psychotherapy For Cancer-Related Anxiety And Depression, Dan Yaniv, Lois Michelle Ramondetta, Lorenzo Cohen, Moran Amit

Faculty, Staff and Student Publications

No abstract provided.

Safety And Efficacy Of Immune Checkpoint Inhibitors In Patients With Cancer And Viral Hepatitis: The Md Anderson Cancer Center Experience, Mirella Nardo, Bulent Yilmaz, Blessie Elizabeth Nelson, Harrys A Torres, Lan Sun Wang, Bruno Palma Granwehr, Juhee Song, Hanna R F Dalla Pria, Van A Trinh, Isabella C Glitza Oliva, Sapna P Patel, Nizar M Tannir, Ahmed Omar Kaseb, Mehmet Altan, Sunyoung S Lee, Ethan Miller, Hao Zhang, Bettzy A Stephen, Aung Naing

Faculty, Staff and Student Publications

Background: Despite the clinical benefit of immune checkpoint inhibitors (ICIs), patients with a viral hepatitis have been excluded from clinical trials because of safety concerns. The purpose of this study was to determine the incidence rate of adverse events (AEs) in patients with viral hepatitis who received ICIs for cancer treatment.

Materials and methods: We conducted a retrospective study in patients with cancer and concurrent hepatitis B or C, who had undergone treatment with ICI at MD Anderson Cancer Center from January 1, 2010 to December 31, 2019.

Results: Of the 1076 patients screened, we identified 33 with concurrent hepatitis. …

Mesothelin-Targeting T Cell Receptor Fusion Construct Cell Therapy In Refractory Solid Tumors: Phase 1/2 Trial Interim Results, Raffit Hassan, Marcus Butler, Roisin E O'Cearbhaill, David Y Oh, Melissa Johnson, Kevin Zikaras, Munisha Smalley, Michael Ross, Janos L Tanyi, Azam Ghafoor, Nirali N Shah, Babak Saboury, Liang Cao, Alfonso Quintás-Cardama, David Hong

Faculty, Staff and Student Publications

The T cell receptor fusion construct (TRuC) gavocabtagene autoleucel (gavo-cel) consists of single-domain anti-mesothelin antibody that integrates into the endogenous T cell receptor (TCR) and engages the signaling capacity of the entire TCR upon mesothelin binding. Here we describe phase 1 results from an ongoing phase1/2 trial of gavo-cel in patients with treatment-refractory mesothelin-expressing solid tumors. The primary objectives were to evaluate safety and determine the recommended phase 2 dose (RP2D). Secondary objectives included efficacy. Thirty-two patients received gavo-cel at increasing doses either as a single agent (n = 3) or after lymphodepletion (LD, n = 29). Dose-limiting toxicities of …

Artificial Mirnas Derived From Mir-181 Family Members Have Potential In Cancer Therapy Due To An Altered Spectrum Of Target Mrnas, Sergiu Chira, Cristina Ciocan, Cecilia Bica, George A Calin, Ioana Berindan-Neagoe

Faculty, Staff and Student Publications

miRNAs are a class of noncoding RNAs with gene regulation properties, and they function as key factors in cell homeostasis. The interaction of miRNAs with their target mRNAs is largely considered to rely on sequence complementarity; however, some evidence indicates that mature miRNAs can adopt diverse conformations with implications for their function. Using the oncogenic miR-181 family as a study model, we suggest that a potential relationship between the primary sequence and secondary structure of miRNAs may have an impact on the number and spectrum of targeted cellular transcripts. We further emphasize that specific alterations in miR-181 primary sequences might …

Accumulation Of Chronic Disease Among Survivors Of Childhood Cancer Predicts Early Mortality, Adam J Esbenshade, Lu Lu, Debra L Friedman, Kevin C Oeffinger, Gregory T Armstrong, Kevin R Krull, Joseph P Neglia, Wendy M Leisenring, Rebecca Howell, Robyn Partin, Amy Sketch, Leslie L Robison, Kirsten K Ness

Faculty, Staff and Student Publications

Purpose: Cancer survivors develop cancer and treatment-related morbidities at younger than normal ages and are at risk for early mortality, suggestive of an aging phenotype. The Cumulative Illness Rating Scale for Geriatrics (CIRS-G) is specifically designed to describe the accumulation of comorbidities over time with estimates of severity such as total score (TS) which is a sum of possible conditions weighted by severity. These severity scores can then be used to predict future mortality.

Methods: CIRS-G scores were calculated in cancer survivors and their siblings from Childhood Cancer Survivor Study cohort members from two time points 19 years apart and …

Feasibility And Safety Of Personalized, Multi-Target, Adoptive Cell Therapy (Ima101): First-In-Human Clinical Trial In Patients With Advanced Metastatic Cancer, Apostolia M Tsimberidou, Kerstin Guenther, Borje S Andersson, Regina Mendrzyk, Amir Alpert, Claudia Wagner, Anna Nowak, Katrin Aslan, Arun Satelli, Fabian Richter, Sabrina Kuttruff-Coqui, Oliver Schoor, Jens Fritsche, Zoe Coughlin, Ali S Mohamed, Kerry Sieger, Becky Norris, Rita Ort, Jennifer Beck, Henry Hiep Vo, Franziska Hoffgaard, Manuel Ruh, Linus Backert, Ignacio I Wistuba, David Fuhrmann, Nuhad K Ibrahim, Van Karlyle Morris, Bryan K Kee, Daniel M Halperin, Graciela M Nogueras-Gonzalez, Partow Kebriaei, Elizabeth J Shpall, David Vining, Patrick Hwu, Harpreet Singh, Carsten Reinhardt, Cedrik M Britten, Norbert Hilf, Toni Weinschenk, Dominik Maurer, Steffen Walter

Faculty, Staff and Student Publications

IMA101 is an actively personalized, multi-targeted adoptive cell therapy (ACT), whereby autologous T cells are directed against multiple novel defined peptide-HLA (pHLA) cancer targets. HLA-A*02:01-positive patients with relapsed/refractory solid tumors expressing ≥1 of 8 predefined targets underwent leukapheresis. Endogenous T cells specific for up to 4 targets were primed and expanded in vitro. Patients received lymphodepletion (fludarabine, cyclophosphamide), followed by T-cell infusion and low-dose IL2 (Cohort 1). Patients in Cohort 2 received atezolizumab for up to 1 year (NCT02876510). Overall, 214 patients were screened, 15 received lymphodepletion (13 women, 2 men; median age, 44 years), and 14 were treated with …

The Swi/Snf Chromatin-Remodeling Subunit Dpf2 Facilitates Nrf2-Dependent Antiinflammatory And Antioxidant Gene Expression, Gloria Mas, Na Man, Yuichiro Nakata, Concepcion Martinez-Caja, Daniel Karl, Felipe Beckedorff, Francesco Tamiro, Chuan Chen, Stephanie Duffort, Hidehiro Itonaga, Adnan K Mookhtiar, Kranthi Kunkalla, Alfredo M Valencia, Clayton K Collings, Cigall Kadoch, Francisco Vega, Scott C Kogan, Ramin Shiekhattar, Lluis Morey, Daniel Bilbao, Stephen D Nimer

Faculty, Staff and Student Publications

During emergency hematopoiesis, hematopoietic stem cells (HSCs) rapidly proliferate to produce myeloid and lymphoid effector cells, a response that is critical against infection or tissue injury. If unresolved, this process leads to sustained inflammation, which can cause life-threatening diseases and cancer. Here, we identify a role of double PHD fingers 2 (DPF2) in modulating inflammation. DPF2 is a defining subunit of the hematopoiesis-specific BAF (SWI/SNF) chromatin-remodeling complex, and it is mutated in multiple cancers and neurological disorders. We uncovered that hematopoiesis-specific Dpf2-KO mice developed leukopenia, severe anemia, and lethal systemic inflammation characterized by histiocytic and fibrotic tissue infiltration resembling a …

Reprogramming Tumour-Associated Macrophages To Outcompete Cancer Cells, Xian Zhang, Shun Li, Isha Malik, Mytrang H Do, Liangliang Ji, Chun Chou, Wei Shi, Kristelle J Capistrano, Jing Zhang, Ting-Wei Hsu, Briana G Nixon, Ke Xu, Xinxin Wang, Andrea Ballabio, Laura S Schmidt, W Marston Linehan, Ming O Li

Duncan NRI Faculty and Staff Publications

In metazoan organisms, cell competition acts as a quality control mechanism to eliminate unfit cells in favour of their more robust neighbours1,2. This mechanism has the potential to be maladapted, promoting the selection of aggressive cancer cells3-6. Tumours are metabolically active and are populated by stroma cells7,8, but how environmental factors affect cancer cell competition remains largely unknown. Here we show that tumour-associated macrophages (TAMs) can be dietarily or genetically reprogrammed to outcompete MYC-overexpressing cancer cells. In a mouse model of breast cancer, MYC overexpression resulted in an mTORC1-dependent 'winner' cancer cell state. A low-protein diet inhibited mTORC1 signalling in …

The Promise And Future Of Radiomics For Personalized Radiotherapy Dosing And Adaptation, Rachel B Ger, Lise Wei, Issam El Naqa, Jing Wang

Faculty, Staff and Student Publications

Quantitative image analysis, also known as radiomics, aims to analyze large-scale quantitative features extracted from acquired medical images using hand-crafted or machine-engineered feature extraction approaches. Radiomics has great potential for a variety of clinical applications in radiation oncology, an image-rich treatment modality that utilizes computed tomography (CT), magnetic resonance imaging (MRI), and positron emission tomography (PET) for treatment planning, dose calculation, and image guidance. A promising application of radiomics is in predicting treatment outcomes after radiotherapy such as local control and treatment-related toxicity using features extracted from pretreatment and on-treatment images. Based on these individualized predictions of treatment outcomes, radiotherapy …

Characteristics, Treatment, And Outcome Of Diverticulitis After Immune Checkpoint Inhibitor Treatment In Patients With Malignancies, Austin R Thomas, Mostafa Eyada, Miho Kono, Krishnavathana Varatharajalu, Yang Lu, Guofan Xu, Kavea Panneerselvam, Malek Shatila, Mehmet Altan, Jennifer Wang, John A Thompson, Hao Chi Zhang, Muhammad Ali Khan, Gottumukkala S Raju, Anusha S Thomas, Yinghong Wang

Faculty, Staff and Student Publications

Purpose: Immune checkpoint inhibitors (ICIs) are efficacious for treating various malignancies. In addition to immune-related adverse events (irAEs), growing evidence suggests that ICIs might also be associated with diverticulitis. We aim to assess the clinical presentations and management of colonic diverticulitis among cancer patients after ICI treatment.

Methods: A retrospective study was conducted on ICI-treated adult cancer patients between 01/2010 and 06/2020. Patients were grouped based on when diverticulitis developed relative to ICI treatment, either before (controls) or after (cases). Patient clinical characters, treatment, and outcomes were compared between both groups.

Results: 77 eligible patients were included: 63 patients developed …

Eganelisib, A First-In-Class Pi3kγ Inhibitor, In Patients With Advanced Solid Tumors: Results Of The Phase 1/1b Mario-1 Trial, David S Hong, Michael Postow, Bartosz Chmielowski, Ryan Sullivan, Amita Patnaik, Ezra E W Cohen, Geoffrey Shapiro, Conor Steuer, Martin Gutierrez, Heather Yeckes-Rodin, Robert Ilaria, Brenda O'Connell, Joanna Peng, Guangbin Peng, Nora Zizlsperger, Anthony Tolcher, Jedd D Wolchok

Faculty, Staff and Student Publications

Purpose: Eganelisib (IPI-549) is a first-in-class, orally administered, highly selective PI3Kγ inhibitor with antitumor activity alone and in combination with programmed cell death protein 1/ligand 1 (PD-1/PD-L1) inhibitors in preclinical studies. This phase 1/1b first-in-human, MAcrophage Reprogramming in Immuno-Oncology-1 (NCT02637531) study evaluated the safety and tolerability of once-daily eganelisib as monotherapy and in combination with nivolumab in patients with solid tumors.

Patients and methods: Dose-escalation cohorts received eganelisib 10-60 mg as monotherapy (n = 39) and 20-40 mg when combined with nivolumab (n = 180). Primary endpoints included incidence of dose-limiting toxicities (DLT) and adverse events (AE).

Results: …

Five-Year Overall Survival With Ipilimumab And Stereotactic Ablative Radiotherapy For Metastatic Disease, Kewen He, David S Hong, Chad Tang, Duygu Sezen, Livia Cox, Aurian Maleki, Genevieve Bertolet, Quynh-Nhu Nguyen, Nathan I Comeaux, Lily Schuda, Dawei Chen, James W Welsh

Faculty, Staff and Student Publications

Purpose: Ipilimumab plus stereotactic ablative radiotherapy (SABR) demonstrate satisfactory short-term clinical benefit and low toxicities in metastatic cancers. Here, we report the 5-year overall survival (OS) rates for patients with metastatic disease treated with this combined-modality therapy in a phase II trial (NCT02239900).

Methods and materials: SABR was delivered to patients with metastatic lesions in the liver and lung either during the first dose (concurrent) or 1 week after the second dose (sequential) of ipilimumab (every 3 weeks for 4 cycles). SABR was administered to liver or lung metastases as 50 Gy in 4 fractions or 60 Gy …

Cumulative Burden Of Late, Major Surgical Intervention In Survivors Of Childhood Cancer: A Report From The Childhood Cancer Survivor Study (Ccss) Cohort, Bryan V Dieffenbach, Andrew J Murphy, Qi Liu, Duncan C Ramsey, Erik J Geiger, Lisa R Diller, Rebecca M Howell, Kevin C Oeffinger, Leslie L Robison, Yutaka Yasui, Gregory T Armstrong, Eric J Chow, Brent R Weil, Christopher B Weldon

Faculty, Staff and Student Publications

Background: Multimodal cancer therapy places childhood cancer survivors at increased risk for chronic health conditions, subsequent malignancies, and premature mortality as they age. We aimed to estimate the cumulative burden of late (>5 years from cancer diagnosis), major surgical interventions among childhood cancer survivors, compared with their siblings, and to examine associations between specific childhood cancer treatments and the burden of late surgical interventions.

Methods: We analysed data from the Childhood Cancer Survivor Study (CCSS), a retrospective cohort study with longitudinal prospective follow-up of 5-year survivors of childhood cancer (diagnosed before age 21 years) treated at 31 institutions in …

Learning Through Doing: Comprehensive Programming For A Training Program In Cancer Disparities, Kayce D Solari Williams, Kamisha Hamilton Escoto, Crystal Roberson, Kathy Le, Lorraine R Reitzel, Lorna H Mcneill, Shine Chang

Faculty, Staff and Student Publications

In the United States, preparing researchers and practitioners for careers in cancer requires multiple components for success. In this reflection article, we discuss our approach to designing a comprehensive research training program in cancer disparities. We focused on elements that provide students and early career scientists a deep understanding of disparities through first-hand experiences and skills training necessary to build a research career in the area. Our Educational Program sits within the framework of an NCI P20 program, "UHAND (University of Houston/MD Anderson Cancer Center)", jointly established by an NCI-designated comprehensive cancer center and a minority-serving university as a collaborative …

Pan-Cancer T Cell Atlas Links A Cellular Stress Response State To Immunotherapy Resistance, Yanshuo Chu, Enyu Dai, Yating Li, Guangchun Han, Guangsheng Pei, Davis R Ingram, Krupa Thakkar, Jiang-Jiang Qin, Minghao Dang, Xiuning Le, Can Hu, Qing Deng, Ansam Sinjab, Pravesh Gupta, Ruiping Wang, Dapeng Hao, Fuduan Peng, Xinmiao Yan, Yunhe Liu, Shumei Song, Shaojun Zhang, John V Heymach, Alexandre Reuben, Yasir Y Elamin, Melissa P Pizzi, Yang Lu, Rossana Lazcano, Jian Hu, Mingyao Li, Michael Curran, Andrew Futreal, Anirban Maitra, Amir A Jazaeri, Jaffer A Ajani, Charles Swanton, Xiang-Dong Cheng, Hussein A Abbas, Maura Gillison, Krishna Bhat, Alexander J Lazar, Michael Green, Kevin Litchfield, Humam Kadara, Cassian Yee, Linghua Wang

Faculty, Staff and Student Publications

Tumor-infiltrating T cells offer a promising avenue for cancer treatment, yet their states remain to be fully characterized. Here we present a single-cell atlas of T cells from 308,048 transcriptomes across 16 cancer types, uncovering previously undescribed T cell states and heterogeneous subpopulations of follicular helper, regulatory and proliferative T cells. We identified a unique stress response state, TSTR, characterized by heat shock gene expression. TSTR cells are detectable in situ in the tumor microenvironment across various cancer types, mostly within lymphocyte aggregates or potential tertiary lymphoid structures in tumor beds or surrounding tumor edges. T cell states/compositions correlated with …

Phase I/Ii Sequencing Study Of Azacitidine, Epacadostat, And Pembrolizumab In Advanced Solid Tumors, Jason J Luke, Marwan Fakih, Charles Schneider, E Gabriela Chiorean, Johanna Bendell, Rebecca Kristeleit, Razelle Kurzrock, Sarah P Blagden, Irene Brana, Laura W Goff, Kevin O'Hayer, Ryan Geschwindt, Michael Smith, Feng Zhou, Aung Naing

Faculty, Staff and Student Publications

Background: Indoleamine 2,3-dioxygenase 1 (IDO1), an interferon-inducible enzyme, contributes to tumor immune intolerance. Immune checkpoint inhibition may increase interferon levels; combining IDO1 inhibition with immune checkpoint blockade represents an attractive strategy. Epigenetic agents trigger interferon responses and may serve as an immunotherapy priming method. We evaluated whether epigenetic therapy plus IDO1 inhibition and immune checkpoint blockade confers clinical benefit to patients with advanced solid tumors.

Methods: ECHO-206 was a Phase I/II study where treatment-experienced patients with advanced solid tumors (N = 70) received azacitidine plus an immunotherapy doublet (epacadostat [IDO1 inhibitor] and pembrolizumab). Sequencing of treatment was also assessed. Primary …

Late Health Outcomes Among Survivors Of Wilms Tumor Diagnosed Over Three Decades: A Report From The Childhood Cancer Survivor Study, Brent R Weil, Andrew J Murphy, Qi Liu, Rebecca M Howell, Susan A Smith, Christopher B Weldon, Elizabeth A Mullen, Arin L Madenci, Wendy M Leisenring, Joseph P Neglia, Lucie M Turcotte, Kevin C Oeffinger, Amanda M Termuhlen, Sogol Mostoufi-Moab, Jennifer M Levine, Kevin R Krull, Yutaka Yasui, Leslie L Robison, Gregory T Armstrong, Eric J Chow, Saro H Armenian

Faculty, Staff and Student Publications

Purpose: To evaluate long-term morbidity and mortality among unilateral, nonsyndromic Wilms tumor (WT) survivors according to conventional treatment regimens.

Methods: Cumulative incidence of late mortality (≥ 5 years from diagnosis) and chronic health conditions (CHCs) were evaluated in WT survivors from the Childhood Cancer Survivor Study. Outcomes were evaluated by treatment, including nephrectomy combined with vincristine and actinomycin D (VA), VA + doxorubicin + abdominal radiotherapy (VAD + ART), VAD + ART + whole lung radiotherapy, or receipt of ≥ 4 chemotherapy agents.

Results: Among 2,008 unilateral WT survivors, 142 deaths occurred (standardized mortality ratio, 2.9, 95% CI, 2.5 to …

Using Cancer Proteomics Data To Identify Gene Candidates For Therapeutic Targeting, Diana Monsivais, Sydney E Parks, Darshan S Chandrashekar, Sooryanarayana Varambally, Chad J Creighton

Faculty, Staff and Students Publications

Gene-level associations obtained from mass-spectrometry-based cancer proteomics datasets represent a resource for identifying gene candidates for functional studies. When recently surveying proteomic correlates of tumor grade across multiple cancer types, we identified specific protein kinases having a functional impact on uterine endometrial cancer cells. This previously published study provides just one template for utilizing public molecular datasets to discover potential novel therapeutic targets and approaches for cancer patients. Proteomic profiling data combined with corresponding multi-omics data on human tumors and cell lines can be analyzed in various ways to prioritize genes of interest for interrogating biology. Across hundreds of cancer …

Vestigial-Like 1 (Vgll1): An Ancient Co-Transcriptional Activator Linking Wing, Placenta, And Tumor Development, Heather M Sonnemann, Barbara Pazdrak, Dinler A Antunes, Jason Roszik, Gregory Lizée

Faculty, Staff and Student Publications

Vestigial-like 1 (VGLL1) is a recently discovered driver of proliferation and invasion that is expressed in many aggressive human malignancies and is strongly associated with poor prognosis. The VGLL1 gene encodes for a co-transcriptional activator that shows intriguing structural similarity to key activators in the hippo pathway, providing important clues to its functional role. VGLL1 binds to TEAD transcription factors in an analogous fashion to YAP1 but appears to activate a distinct set of downstream gene targets. In mammals, VGLL1 expression is found almost exclusively in placental trophoblasts, cells that share many hallmarks of cancer. Due to its role as …

Specific Causes Of Excess Late Mortality And Association With Modifiable Risk Factors Among Survivors Of Childhood Cancer: A Report From The Childhood Cancer Survivor Study Cohort, Stephanie B Dixon, Qi Liu, Eric J Chow, Kevin C Oeffinger, Paul C Nathan, Rebecca M Howell, Wendy M Leisenring, Matthew J Ehrhardt, Kirsten K Ness, Kevin R Krull, Ann C Mertens, Melissa M Hudson, Leslie L Robison, Yutaka Yasui, Gregory T Armstrong

Faculty, Staff and Student Publications

Background: 5-year survival after childhood cancer does not fully describe life-years lost due to childhood cancer because there are a large number of deaths occurring beyond 5-years (late mortality) related to cancer and cancer treatment. Specific causes of health-related (non-recurrence, non-external) late mortality and risk reduction through modifiable lifestyle and cardiovascular risk factors are not well described. Through using a well-characterised cohort of 5-year survivors of the most common childhood cancers, we evaluated specific health-related causes of late mortality and excess deaths compared with the general US population and identified targets to reduce future risk.

Methods: In this multi-institutional, hospital-based, …

Machine Learning Models For The Identification Of Prognostic And Predictive Cancer Biomarkers: A Systematic Review, Qasem Al-Tashi, Maliazurina B Saad, Amgad Muneer, Rizwan Qureshi, Seyedali Mirjalili, Ajay Sheshadri, Xiuning Le, Natalie I Vokes, Jianjun Zhang, Jia Wu

Faculty, Staff and Student Publications

The identification of biomarkers plays a crucial role in personalized medicine, both in the clinical and research settings. However, the contrast between predictive and prognostic biomarkers can be challenging due to the overlap between the two. A prognostic biomarker predicts the future outcome of cancer, regardless of treatment, and a predictive biomarker predicts the effectiveness of a therapeutic intervention. Misclassifying a prognostic biomarker as predictive (or vice versa) can have serious financial and personal consequences for patients. To address this issue, various statistical and machine learning approaches have been developed. The aim of this study is to present an in-depth …

Development And Validation Of A Prediction Model For Kidney Failure In Long-Term Survivors Of Childhood Cancer, Natalie L Wu, Yan Chen, Bryan V Dieffenbach, Matthew J Ehrhardt, Sangeeta Hingorani, Rebecca M Howell, John L Jefferies, Daniel A Mulrooney, Kevin C Oeffinger, Leslie L Robison, Brent R Weil, Yan Yuan, Yutaka Yasui, Melissa M Hudson, Wendy M Leisenring, Gregory T Armstrong, Eric J Chow

Faculty, Staff and Student Publications

Purpose: Kidney failure is a rare but serious late effect following treatment for childhood cancer. We developed a model using demographic and treatment characteristics to predict individual risk of kidney failure among 5-year survivors of childhood cancer.

Methods: Five-year survivors from the Childhood Cancer Survivor Study (CCSS) without history of kidney failure (n = 25,483) were assessed for subsequent kidney failure (ie, dialysis, kidney transplantation, or kidney-related death) by age 40 years. Outcomes were identified by self-report and linkage with the Organ Procurement and Transplantation Network and the National Death Index. A sibling cohort (n = 5,045) served as a …

The Abscopal Effect In Patients With Cancer Receiving Immunotherapy, Blessie Elizabeth Nelson, Jacob J Adashek, Steven H Lin, Vivek Subbiah

Faculty, Staff and Student Publications

Interest in the abscopal effect has been rekindled over the past decade with the advent of immunotherapy. Although purportedly elusive, this phenomenon is being increasingly reported. Venturing further using a multimodality approach with an array of systemic agents and unconventional modalities is direly needed. In this perspective, we describe the fundamentals of abscopal responses (ARs), explore combinations with systemic therapies that hold promise in eliciting ARs, and reconnoiter unconventional modalities that may induce ARs. Finally, we scrutinize prospective agents and modalities that exhibit preclinical ability to elicit ARs and discuss prognostic biomarkers, their limitations, and pathways of abscopal resistance for …

Mmp9 Clears The Way For Metastatic Cell Penetration Across The Blood-Brain Barrier, Joseph H Mccarty

Faculty, Staff and Student Publications

Although brain metastases are 10-fold more prevalent than primary brain cancers, relatively little is understood about the genes and pathways that promote metastatic cell entry, growth, and survival in the brain. Hence, determining how metastatic tumors colonize the brain and thrive within the neural microenvironment is a topic of both fundamental importance and direct clinical relevance. In this issue, a report by Karreman and colleagues explores pathways that are exploited by metastatic tumor cells to arrest in the circulation, cross the endothelial blood-brain barrier (BBB), and thrive in the brain microenvironment. The authors used elegant imaging tools including intravital fluorescence …