Genetic Phenomena Commons^™

Discovering Genetic Biomarkers For Targeted Cancer Therapeutics With Explainable Artificial Intelligence, Debaditya Chakraborty, Elizabeth Gutierrez-Chakraborty, Cristian Rodriguez-Aguayo, Hakan Başağaoğlu, Gabriel Lopez-Berestein, Paola Amero

Faculty, Staff and Student Publications

No abstract provided.

Assessing The Impact Of The Covid-19 Pandemic On Training At The Md Anderson Cancer Center Anatomical Pathology Fellowship Program, Yiannis P Dimopoulos, Donghyang Kwon, Denái R Milton, Paula I Iaeger, Donna E Hansel, Victor G Prieto, Kareen E Chin, Phyu P Aung

Faculty, Staff and Student Publications

Context: To provide high-quality, safe training during the COVID-19 pandemic, our anatomic pathology fellowship program implemented a hybrid virtual/in-person training model with supplemental digital material.

Objective: To evaluate the impact of this model.

Design: We examined Accreditation Council for Graduate Medical Education survey results and board pass rates for fellows before the pandemic (group 1); during the pandemic peak (group 2); and early and late after the pandemic peak (groups 3 and 4). Additionally, we distributed an online survey, including questions related to performance as attending physicians and fellowship experience, to recent graduates.

Results: Information loss during handover, supervision and …

Current Trends In Vaccine Development For Hereditary Colorectal Cancer Syndromes, Charles M Bowen, Krishna M Sinha, Eduardo Vilar

Faculty, Staff and Student Publications

The coming of age for cancer treatment has experienced exponential growth in the last decade with the addition of immunotherapy as the fourth pillar to the fundamentals of cancer treatment-chemotherapy, surgery, and radiation-taking oncology to an astounding new frontier. In this time, rapid developments in computational biology coupled with immunology have led to the exploration of priming the host immune system through vaccination to prevent and treat certain subsets of cancer such as melanoma and hereditary colorectal cancer. By targeting the immune system through tumor-specific antigens-namely, neoantigens (neoAgs)-the future of cancer prevention may lie within arm's reach by employing neoAg …

Artificial Intelligence-Powered Assessment Of Pathologic Response To Neoadjuvant Atezolizumab In Patients With Nsclc: Results From The Lcmc3 Study, Sanja Dacic, William D Travis, Jennifer M Giltnane, Filip Kos, John Abel, Stephanie Hilz, Junya Fujimoto, Lynette Sholl, Jon Ritter, Farah Khalil, Yi Liu, Amaro Taylor-Weiner, Murray Resnick, Hui Yu, Fred R Hirsch, Paul A Bunn, David P Carbone, Valerie Rusch, David J Kwiatkowski, Bruce E Johnson, Jay M Lee, Stephanie R Hennek, Ilan Wapinski, Alan Nicholas, Ann Johnson, Katja Schulze, Mark G Kris, Ignacio I Wistuba

Faculty, Staff and Student Publications

Introduction: Pathologic response (PathR) by histopathologic assessment of resected specimens may be an early clinical end point associated with long-term outcomes with neoadjuvant therapy. Digital pathology may improve the efficiency and precision of PathR assessment. LCMC3 (NCT02927301) evaluated neoadjuvant atezolizumab in patients with resectable NSCLC and reported a 20% major PathR rate.

Methods: We determined PathR in primary tumor resection specimens using guidelines-based visual techniques and developed a convolutional neural network model using the same criteria to digitally measure the percent viable tumor on whole-slide images. Concordance was evaluated between visual determination of percent viable tumor (n = …

Immune-Monitoring Of Myelodysplastic Neoplasms: Recommendations From The I4mds Consortium, Cristina A Tentori, Lin P Zhao, Benedetta Tinterri, Kathryn E Strange, Katharina Zoldan, Konstantinos Dimopoulos, Xingmin Feng, Elena Riva, Benjamin Lim, Yannick Simoni, Vidhya Murthy, Madeline J Hayes, Antonella Poloni, Eric Padron, Bruno A Cardoso, Michael Cross, Susann Winter, Aida Santaolalla, Bhavisha A Patel, Emma M Groarke, Daniel H Wiseman, Katy Jones, Lauren Jamieson, Charles Manogaran, Naval Daver, Laura Gallur, Wendy Ingram, P Brent Ferrell, Katja Sockel, Nicolas Dulphy, Nicolas Chapuis, Anne S Kubasch, Astrid M Olsnes, Austin Kulasekararaj, Hugues De Lavellade, Wolfgang Kern, Mieke Van Hemelrijck, Dominique Bonnet, Theresia M Westers, Sylvie Freeman, Uta Oelschlaegel, David Valcarcel, Marco G Raddi, Kirsten Grønbæk, Michaela Fontenay, Sanam Loghavi, Valeria Santini, Antonio M Almeida, Jonathan M Irish, David A Sallman, Neal S Young, Arjan A Van De Loosdrecht, Lionel Adès, Matteo G Della Porta, Catherine Cargo, Uwe Platzbecker, Shahram Kordasti, I4mds Consortium

Faculty, Staff and Student Publications

Advancements in comprehending myelodysplastic neoplasms (MDS) have unfolded significantly in recent years, elucidating a myriad of cellular and molecular underpinnings integral to disease progression. While molecular inclusions into prognostic models have substantively advanced risk stratification, recent revelations have emphasized the pivotal role of immune dysregulation within the bone marrow milieu during MDS evolution. Nonetheless, immunotherapy for MDS has not experienced breakthroughs seen in other malignancies, partly attributable to the absence of an immune classification that could stratify patients toward optimally targeted immunotherapeutic approaches. A pivotal obstacle to establishing "immune classes" among MDS patients is the absence of validated accepted immune …

First-Line Ibrutinib Treatment In Patients With Chronic Lymphocytic Leukemia Is Associated With Overall Survival Rates Similar To Those Of An Age-Matched General Population: A Pooled Post Hoc Analysis, Paolo Ghia, Carolyn Owen, John N Allan, Jacqueline C Barrientos, Paul M Barr, Chunxue Shi, Anita Szoke, Christopher Abbazio, Gabriel S Krigsfeld, Jan A Burger

Faculty, Staff and Student Publications

No abstract provided.

Mapping Genotypes To Chromatin Accessibility Profiles In Single Cells, Franco Izzo, Robert M Myers, Saravanan Ganesan, Levan Mekerishvili, Sanjay Kottapalli, Tamara Prieto, Elliot O Eton, Theo Botella, Andrew J Dunbar, Robert L Bowman, Jesus Sotelo, Catherine Potenski, Eleni P Mimitou, Maximilian Stahl, Sebastian El Ghaity-Beckley, Joann Arandela, Ramya Raviram, Daniel C Choi, Ronald Hoffman, Ronan Chaligné, Omar Abdel-Wahab, Peter Smibert, Irene M Ghobrial, Joseph M Scandura, Bridget Marcellino, Ross L Levine, Dan A Landau

Faculty, Staff and Student Publications

In somatic tissue differentiation, chromatin accessibility changes govern priming and precursor commitment towards cellular fates1-3. Therefore, somatic mutations are likely to alter chromatin accessibility patterns, as they disrupt differentiation topologies leading to abnormal clonal outgrowth. However, defining the impact of somatic mutations on the epigenome in human samples is challenging due to admixed mutated and wild-type cells. Here, to chart how somatic mutations disrupt epigenetic landscapes in human clonal outgrowths, we developed genotyping of targeted loci with single-cell chromatin accessibility (GoT-ChA). This high-throughput platform links genotypes to chromatin accessibility at single-cell resolution across thousands of cells within a single assay. …

Automated, High-Throughput Platform To Generate A High-Reliability, Comprehensive Rectal Cancer Database, Neal Bhutiani, Mahmoud M G Yousef, Abdelrahman Yousef, Mohammad Zeineddine, Mark Knafl, Olivia Ratliff, Uditha P Fernando, Anastasia Turin, Fadl A Zeineddine, Jeff Jin, Kristin Alfaro-Munoz, Drew Goldstein, George J Chang, Scott Kopetz, John Paul Shen, Abhineet Uppal

Faculty, Staff and Student Publications

Purpose: Dynamic operations platforms allow for cross-platform data extraction, integration, and analysis, although application of these platforms to large-scale oncology enterprises has not been described. This study presents a pipeline for automated, high-fidelity extraction, integration, and validation of cross-platform oncology data in patients undergoing treatment for rectal cancer at a single, high-volume institution.

Methods: A dynamic operations platform was used to identify patients with rectal cancer treated at MD Anderson Cancer Center between 2016 and 2022 who had magnetic resonance imaging (MRI) imaging and preoperative treatment details available in the electronic health record (EHR). Demographic, clinicopathologic, tumor mutation, radiographic, and …

Genomic Landscape Of Lynch Syndrome Colorectal Neoplasia Identifies Shared Mutated Neoantigens For Immunoprevention, Ana M Bolivar, Fahriye Duzagac, Nan Deng, Laura Reyes-Uribe, Kyle Chang, Wenhui Wu, Charles M Bowen, Melissa W Taggart, Selvi Thirumurthi, Patrick M Lynch, Y Nancy You, Jesus Rodriguez-Pascual, Steven M Lipkin, Scott Kopetz, Paul Scheet, Gregory A Lizee, Alexandre Reuben, Krishna M Sinha, Eduardo Vilar

Faculty, Staff and Student Publications

Background & aims: Lynch syndrome (LS) carriers develop mismatch repair-deficient neoplasia with high neoantigen (neoAg) rates. No detailed information on targetable neoAgs from LS precancers exists, which is crucial for vaccine development and immune-interception strategies. We report a focused somatic mutation and frameshift-neoAg landscape of microsatellite loci from colorectal polyps without malignant potential (PWOMP), precancers, and early-stage cancers in LS carriers.

Methods: We generated paired whole-exome and transcriptomic sequencing data from 8 colorectal PWOMP, 41 precancers, 8 advanced precancers, and 12 early-stage cancers of 43 LS carriers. A computational pipeline was developed to predict, rank, and prioritize the top 100 …

Circulating Immune Signatures In Chronic Pancreatitis With And Without Preceding Acute Pancreatitis: A Pilot Study, Rasmus Hagn-Meincke, Dhiraj Yadav, Dana K Andersen, Santhi Swaroop Vege, Evan L Fogel, Jose Serrano, Melena D Bellin, Mark D Topazian, Darwin L Conwell, Liang Li, Stephen K Van Den Eeden, Asbjørn M Drewes, Stephen J Pandol, Chris E Forsmark, William E Fisher, Phil A Hart, Søren S Olesen, Walter G Park, Consortium For The Study Of Chronic Pancreatitis, Diabetes, And Pancreatic Cancer (Cpdpc)

Faculty, Staff and Student Publications

Objective: To investigate profiles of circulating immune signatures in healthy controls and chronic pancreatitis patients (CP) with and without a preceding history of acute pancreatitis (AP).

Methods: We performed a phase 1, cross-sectional analysis of prospectively collected serum samples from the PROspective Evaluation of Chronic Pancreatitis for EpidEmiologic and Translation StuDies (PROCEED) study. All samples were collected during a clinically quiescent phase. CP subjects were categorized into two subgroups based on preceding episode(s) of AP. Healthy controls were included for comparison. Blinded samples were analyzed using an 80-plex Luminex assay of cytokines, chemokines, and adhesion molecules. Group and pairwise comparisons …

Targeted Accurate Rna Consensus Sequencing (Tarc-Seq) Reveals Mechanisms Of Replication Error Affecting Sars-Cov-2 Divergence, Catherine C Bradley, Chen Wang, Alasdair J E Gordon, Alice X Wen, Pamela N Luna, Matthew B Cooke, Brendan F Kohrn, Scott R Kennedy, Vasanthi Avadhanula, Pedro A Piedra, Olivier Lichtarge, Chad A Shaw, Shannon E Ronca, Christophe Herman

Duncan NRI Faculty and Staff Publications

RNA viruses, like SARS-CoV-2, depend on their RNA-dependent RNA polymerases (RdRp) for replication, which is error-prone. Monitoring replication errors is crucial for understanding the virus’s evolution. Current methods lack the precision to detect rare de novo RNA mutations, particularly in low-input samples such as those from patients. Here, we introduce a new targeted Accurate RNA Consensus sequencing method (tARC-seq) to accurately determine the mutation frequency and types in SARS-CoV-2, both in cell culture and clinical samples. Our findings show an average of 2.68×10−5 new errors per cycle with a C>T bias that cannot be solely attributed to APOBEC …

Genetic And Serological Markers In Colorectal Cancer Surgery, Adrian Silaghi, Vlad Denis Constantin, Dragos Serban, Dragos Epistatu, Ioana Paunica, Daniela Gabriela Bălan, Laura Florentina Rebegea

Journal of Mind and Medical Sciences

Colon cancer is relatively asymptomatic in the early stages, the manifestations appearing and intensifying with the evolution of the disease, especially when associated with local and/or systemic complications. In such cases, surgical interventions are often emergency and involve more extensive operations (on metabolically and immune-stressed organisms), so that an early diagnosis (endoscopy, tumor markers, etc.) remains not only desirable but even a priority, especially in predisposed patients (genetic factors, lifestyle, etc.). As a consequence, the involvement of tumor markers in colon neoplasms has become more and more investigated in recent times. This review investigates the roles of serological and genetic …

Financial Hardship And Neighborhood Socioeconomic Disadvantage In Long-Term Childhood Cancer Survivors, Alex J Fauer, Weiyu Qiu, I-Chan Huang, Patricia A Ganz, Jacqueline N Casillas, K Robin Yabroff, Gregory T Armstrong, Wendy Leisenring, Rebecca Howell, Carrie R Howell, Anne C Kirchhoff, Yutaka Yasui, Paul C Nathan

Faculty, Staff and Student Publications

Background: Long-term survivors of childhood cancer face elevated risk for financial hardship. We evaluate whether childhood cancer survivors live in areas of greater deprivation and the association with self-reported financial hardships.

Methods: We performed a cross-sectional analysis of data from the Childhood Cancer Survivor Study between 1970 and 1999 and self-reported financial information from 2017 to 2019. We measured neighborhood deprivation with the Area Deprivation Index (ADI) based on current zip code. Financial hardship was measured with validated surveys that captured behavioral, material and financial sacrifice, and psychological hardship. Bivariate analyses described neighborhood differences between survivors and siblings. Generalized linear …

Nestedbd: Bayesian Inference Of Phylogenetic Trees From Single-Cell Copy Number Profiles Under A Birth-Death Model, Yushu Liu, Mohammadamin Edrisi, Zhi Yan, Huw A Ogilvie, Luay Nakhleh

Faculty, Staff and Student Publications

Copy number aberrations (CNAs) are ubiquitous in many types of cancer. Inferring CNAs from cancer genomic data could help shed light on the initiation, progression, and potential treatment of cancer. While such data have traditionally been available via “bulk sequencing,” the more recently introduced techniques for single-cell DNA sequencing (scDNAseq) provide the type of data that makes CNA inference possible at the single-cell resolution. We introduce a new birth-death evolutionary model of CNAs and a Bayesian method, NestedBD, for the inference of evolutionary trees (topologies and branch lengths with relative mutation rates) from single-cell data. We evaluated NestedBD’s performance using …

Utility Of Clinical Next Generation Sequencing Tests In Kit/Pdgfra/Sdh Wild-Type Gastrointestinal Stromal Tumors, Ryan A Denu, Cissimol P Joseph, Elizabeth S Urquiola, Precious S Byrd, Richard K Yang, Ravin Ratan, Maria Alejandra Zarzour, Anthony P Conley, Dejka M Araujo, Vinod Ravi, Elise F Nassif Haddad, Michael S Nakazawa, Shreyaskumar Patel, Wei-Lien Wang, Alexander J Lazar, Neeta Somaiah

Faculty, Staff and Student Publications

Objective: The vast majority of gastrointestinal stromal tumors (GISTs) are driven by activating mutations in KIT, PDGFRA, or components of the succinate dehydrogenase (SDH) complex (SDHA, SDHB, SDHC, and SDHD genes). A small fraction of GISTs lack alterations in KIT, PDGFRA, and SDH. We aimed to further characterize the clinical and genomic characteristics of these so-called "triple-negative" GISTs.

Methods: We extracted clinical and genomic data from patients seen at MD Anderson Cancer Center with a diagnosis of GIST and available clinical next generation sequencing data to identify "triple-negative" patients.

Results: Of …

New Insights Into Macrophage Polarization And Its Prognostic Role In Patients With Colorectal Cancer Liver Metastasis, Isha Khanduri, Harufumi Maki, Anuj Verma, Riham Katkhuda, Gayathri Anandappa, Renganayaki Pandurengan, Shanyu Zhang, Alicia Mejia, Zhimin Tong, Luisa M Solis Soto, Akshaya Jadhav, Ignacio I Wistuba, David Menter, Scott Kopetz, Edwin R Parra, Jean-Nicolas Vauthey, Dipen M Maru

Faculty, Staff and Student Publications

Background: As liver metastasis is the most common cause of mortality in patients with colorectal cancer, studying colorectal cancer liver metastasis (CLM) microenvironment is essential for improved understanding of tumor biology and to identify novel therapeutic targets.

Methods: We used a multiplex immunofluorescence platform to study tumor associated macrophage (TAM) polarization and adaptive T cell subtypes in tumor samples from 105 CLM patients (49 without and 56 with preoperative chemotherapy).

Results: CLM exhibited M2 macrophage polarization, and helper T cells were the prevalent adaptive T cell subtype. The density of total, M2 and TGFβ-expressing macrophages, and regulatory T cells was …

Chromosomal 3q Amplicon Encodes Essential Regulators Of Secretory Vesicles That Drive Secretory Addiction In Cancer, Xiaochao Tan, Shike Wang, Guan-Yu Xiao, Chao Wu, Xin Liu, Biyao Zhou, Jiang Yu, Dzifa Yawa Duose, Yuanxin Xi, Jing Wang, Kunika Gupta, Apar Pataer, Jack A Roth, Michael P Kim, Fengju Chen, Chad J Creighton, William K Russell, Jonathan M Kurie

Faculty, Staff and Student Publications

Cancer cells exhibit heightened secretory states that drive tumor progression. Here, we identify a chromosome 3q amplicon that serves as a platform for secretory regulation in cancer. The 3q amplicon encodes multiple Golgi-resident proteins, including the scaffold Golgi integral membrane protein 4 (GOLIM4) and the ion channel ATPase Secretory Pathway Ca2+ Transporting 1 (ATP2C1). We show that GOLIM4 recruits ATP2C1 and Golgi phosphoprotein 3 (GOLPH3) to coordinate calcium-dependent cargo loading and Golgi membrane bending and vesicle scission. GOLIM4 depletion disrupts the protein complex, resulting in a secretory blockade that inhibits the progression of 3q-amplified malignancies. In addition to its role …

Six-Year Follow-Up And Subgroup Analyses Of A Phase 2 Trial Of Venetoclax For Del(17p) Chronic Lymphocytic Leukemia, Stephan Stilgenbauer, Eugen Tausch, Andrew W Roberts, Matthew S Davids, Barbara Eichhorst, Michael Hallek, Peter Hillmen, Christof Schneider, Johannes Schetelig, Sebastian Böttcher, Arnon P Kater, Yanwen Jiang, Michelle Boyer, Relja Popovic, Majd T Ghanim, Michael Moran, Wendy J Sinai, Xifeng Wang, Nabanita Mukherjee, Brenda Chyla, William G Wierda, John F Seymour

Faculty, Staff and Student Publications

Chromosome 17p deletion (del[17p]) is associated with poor prognosis in patients with chronic lymphocytic leukemia (CLL). Venetoclax is approved for treatment of previously untreated and relapsed/refractory (R/R) CLL, including patients with del(17p), based on the open-label, multicenter, phase 2 M13-982 trial (NCT01889186). Here, we detail the 6-year follow-up analysis for M13-982. A total of 158 patients with previously untreated (n = 5) or R/R (n = 153) del(17p) CLL received 400 mg venetoclax daily after initial ramp-up until progressive disease. After a median follow-up of 70 months, the best objective response rate (ORR) was 77% (21% complete remission …

Evolution Of Chromosome-Arm Aberrations In Breast Cancer Through Genetic Network Rewiring, Elena Kuzmin, Toby M Baker, Tom Lesluyes, Jean Monlong, Kento T Abe, Paula P Coelho, Michael Schwartz, Joseph Del Corpo, Dongmei Zou, Genevieve Morin, Alain Pacis, Yang Yang, Constanza Martinez, Jarrett Barber, Hellen Kuasne, Rui Li, Mathieu Bourgey, Anne-Marie Fortier, Peter G Davison, Atilla Omeroglu, Marie-Christine Guiot, Quaid Morris, Claudia L Kleinman, Sidong Huang, Anne-Claude Gingras, Jiannis Ragoussis, Guillaume Bourque, Peter Van Loo, Morag Park

Faculty, Staff and Student Publications

The basal breast cancer subtype is enriched for triple-negative breast cancer (TNBC) and displays consistent large chromosomal deletions. Here, we characterize evolution and maintenance of chromosome 4p (chr4p) loss in basal breast cancer. Analysis of The Cancer Genome Atlas data shows recurrent deletion of chr4p in basal breast cancer. Phylogenetic analysis of a panel of 23 primary tumor/patient-derived xenograft basal breast cancers reveals early evolution of chr4p deletion. Mechanistically we show that chr4p loss is associated with enhanced proliferation. Gene function studies identify an unknown gene, C4orf19, within chr4p, which suppresses proliferation when overexpressed-a member of the PDCD10-GCKIII kinase module …

Th2 Cells Are Associated With Tumor Recurrence Following Radiation, Mohamed K Abdelhakiem, Riyue Bao, Phillip M Pifer, David Molkentine, Jessica Molkentine, Andrew Hefner, Beth Beadle, John V Heymach, Jason J Luke, Robert L Ferris, Curtis R Pickering, Jing H Wang, Ravi B Patel, Heath D Skinner

Faculty, Staff and Student Publications

The curative treatment of multiple solid tumors, including head and neck squamous cell carcinoma (HNSCC), utilizes radiation. The outcomes for HPV/p16-negative HNSCC are significantly worse than HPV/p16-positive tumors, with increased radiation resistance leading to worse locoregional recurrence (LRR) and ultimately death. This study analyzed the relationship between immune function and outcomes following radiation in HPV/p16-negative tumors to identify mechanisms of radiation resistance and prognostic immune biomarkers. A discovery cohort of 94 patients with HNSCC treated uniformly with surgery and adjuvant radiation and a validation cohort of 97 similarly treated patients were utilized. Tumor immune infiltrates were derived from RNAseq gene …