Biomedical Informatics Commons^™

Hereditary Retinoblastoma Ipsc Model Reveals Aberrant Spliceosome Function Driving Bone Malignancies, Jian Tu, Zijun Huo, Yao Yu, Dandan Zhu, An Xu, Mo-Fan Huang, Ruifeng Hu, Ruoyu Wang, Julian A Gingold, Yi-Hung Chen, Kuang-Lei Tsai, Nicolas R Forcioli-Conti, Sarah X L Huang, Thomas R Webb, Jie Su, Danielle A Bazer, Peilin Jia, Jason T Yustein, Lisa L Wang, Mien-Chie Hung, Zhongming Zhao, Chad D Huff, Jingnan Shen, Ruiying Zhao, Dung-Fang Lee

Faculty, Staff and Student Publications

The RB1 gene is frequently mutated in human cancers but its role in tumorigenesis remains incompletely defined. Using an induced pluripotent stem cell (iPSC) model of hereditary retinoblastoma (RB), we report that the spliceosome is an up-regulated target responding to oncogenic stress in RB1-mutant cells. By investigating transcriptomes and genome occupancies in RB iPSC–derived osteoblasts (OBs), we discover that both E2F3a, which mediates spliceosomal gene expression, and pRB, which antagonizes E2F3a, coregulate more than one-third of spliceosomal genes by cobinding to their promoters or enhancers. Pharmacological inhibition of the spliceosome in RB1-mutant cells leads to global intron retention, decreased cell …

Myelodysplastic/Myeloproliferative Neoplasms-Unclassifiable With Isolated Isochromosome 17q Represents A Distinct Clinico-Biologic Subset: A Multi-Institutional Collaborative Study From The Bone Marrow Pathology Group, Rashmi Kanagal-Shamanna, Attilio Orazi, Robert P Hasserjian, Daniel A Arber, Kaaren Reichard, Eric D Hsi, Adam Bagg, Heesun Joyce Rogers, Julia Geyer, Faezeh Darbaniyan, Kim-Anh Do, Kyle M Devins, Olga Pozdnyakova, Tracy I George, Paola Dal Cin, Patricia T Greipp, Mark J Routbort, Keyur Patel, Guillermo Garcia-Manero, Srdan Verstovsek, L Jeffrey Medeiros, Sa A Wang, Carlos Bueso-Ramos

Faculty, Staff and Student Publications

Classification of myeloid neoplasms with isolated isochromosome i(17q) [17p deletion with inherent monoallelic TP53 loss plus 17q duplication] is controversial. Most cases fall within the WHO unclassifiable myelodysplastic/myeloproliferative neoplasms (MDS/MPN-U) category. The uniformly dismal outcomes warrant better understanding of this entity. We undertook a multi-institutional retrospective study of 92 adult MDS/MPN-U cases from eight institutions. Twenty-nine (32%) patients had isolated i(17q) [MDS/MPN-i(17q)]. Compared to MDS/MPN without i(17q), MDS/MPN-i(17q) patients were significantly younger, had lower platelet and absolute neutrophil counts, and higher frequency of splenomegaly and circulating blasts. MDS/MPN-i(17q) cases showed frequent bilobed neutrophils (75% vs. 23%; P = 0.03), hypolobated …

Alterations Of The Mdm2 C-Terminus Differentially Impact Its Function In Vivo, Vinod Pant, Neeraj K Aryal, Shunbin Xiong, Gilda P Chau, Natalie W Fowlkes, Guillermina Lozano

Faculty, Staff and Student Publications

Murine double minute 2 (Mdm2) is the principal E3-ubiquitin ligase for p53 and contains a C2H2C4 type RING domain wherein the last cysteine residue is followed by an evolutionarily conserved 13 amino acid C-terminal tail. Previous studies have indicated that integrity of the C-terminal tail is critical for Mdm2 function. Recently, a mutation extending the MDM2 length by five amino acids was identified and associated with enhanced p53 response in fibroblasts and premature aging in a human patient. To investigate the importance of the conserved Mdm2 C-terminal length on p53 regulatory function in vivo, we engineered three novel mouse alleles …

Mutations Of The Dna Repair Gene Pnkp In A Patient With Microcephaly, Seizures, And Developmental Delay (Mcsz) Presenting With A High-Grade Brain Tumor, Bingcheng Jiang, Cameron Murray, Bonnie L Cole, J N Mark Glover, Gordon K Chan, Jean Deschenes, Rajam S Mani, Sudip Subedi, John D Nerva, Anthony C Wang, Christina M Lockwood, Heather C Mefford, Sarah E S Leary, Jeffery G Ojemann, Michael Weinfeld, Chibawanye I Ene

Faculty, Staff and Student Publications

Polynucleotide Kinase-Phosphatase (PNKP) is a bifunctional enzyme that possesses both DNA 3'-phosphatase and DNA 5'-kinase activities, which are required for processing termini of single- and double-strand breaks generated by reactive oxygen species (ROS), ionizing radiation and topoisomerase I poisons. Even though PNKP is central to DNA repair, there have been no reports linking PNKP mutations in a Microcephaly, Seizures, and Developmental Delay (MSCZ) patient to cancer. Here, we characterized the biochemical significance of 2 germ-line point mutations in the PNKP gene of a 3-year old male with MSCZ who presented with a high-grade brain tumor (glioblastoma multiforme) within the cerebellum. …

Proteomic Profiling Based Classification Of Cll Provides Prognostication For Modern Therapy And Identifies Novel Therapeutic Targets, Ti'ara L Griffen, Fieke W Hoff, Yihua Qiu, James W Lillard, Alessandra Ferrajoli, Philip Thompson, Endurance Toro, Kevin Ruiz, Jan Burger, William Wierda, Steven M Kornblau

Faculty, Staff and Student Publications

Protein expression for 384 total and post-translationally modified proteins was assessed in 871 CLL and MSBL patients and was integrated with clinical data to identify strategies for improving diagnostics and therapy, making this the largest CLL proteomics study to date. Proteomics identified six recurrent signatures that were highly prognostic of survival and time to first or second treatment at three levels: individual proteins, when grouped into 40 functionally related groups (PFGs), and systemically in signatures (SGs). A novel SG characterized by hairy cell leukemia like proteomics but poor therapy response was discovered. SG membership superseded other prognostic factors (Rai Staging, …

Naked (N) Mutant Mice Carry A Nonsense Mutation In The Homeobox Of Hoxc13, Carlos J Perez, Lars Mecklenburg, Almudena Fernandez, Marta Cantero, Tiago Antonio De Souza, Kevin Lin, Sharon Y R Dent, Lluis Montoliu, Alexander Awgulewitsch, Fernando Benavides

Faculty, Staff and Student Publications

Loss of function mutations in HOXC13 have been associated with Ectodermal Dysplasia-9, Hair/Nail Type (ECTD9) in consanguineous families, characterized by sparse to complete absence of hair and nail dystrophy. Here we characterize the spontaneous mouse mutation Naked (N) as a terminal truncation in the Hoxc13 (homeobox C13) gene. Similar to previous reports for homozygous Hoxc13 knock-out (KO) mice, homozygous N/N mice exhibit generalized alopecia with abnormal nails and a short lifespan. However, in contrast to Hoxc13 heterozygous KO mice, N/+ mice show generalized or partial alopecia, associated with loss of hair fibres, along with normal lifespan and fertility. Our data …

Accounting For Egfr Mutations In Epidemiologic Analyses Of Non-Small Cell Lung Cancers: Examples Based On The International Lung Cancer Consortium Data, Sabine Schmid, Mei Jiang, M Catherine Brown, Aline Fares, Miguel Garcia, Joelle Soriano, Mei Dong, Sera Thomas, Takashi Kohno, Leticia Ferro Leal, Nancy Diao, Juntao Xie, Zhichao Wang, David Zaridze, Ivana Holcatova, Jolanta Lissowska, Beata Świątkowska, Dana Mates, Milan Savic, Angela S Wenzlaff, Curtis C Harris, Neil E Caporaso, Hongxia Ma, Guillermo Fernandez-Tardon, Matthew J Barnett, Gary Goodman, Michael P A Davies, Mónica Pérez-Ríos, Fiona Taylor, Eric J Duell, Ben Schoettker, Hermann Brenner, Angeline Andrew, Angela Cox, Alberto Ruano-Ravina, John K Field, Loic Le Marchand, Ying Wang, Chu Chen, Adonina Tardon, Sanjay Shete, Matthew B Schabath, Hongbing Shen, Maria Teresa Landi, Brid M Ryan, Ann G Schwartz, Lihong Qi, Lori C Sakoda, Paul Brennan, Ping Yang, Jie Zhang, David C Christiani, Rui Manuel Reis, Kouya Shiraishi, Rayjean J Hung, Wei Xu, Geoffrey Liu

Faculty, Staff and Student Publications

Background: Somatic EGFR mutations define a subset of non-small cell lung cancers (NSCLC) that have clinical impact on NSCLC risk and outcome. However, EGFR-mutation-status is often missing in epidemiologic datasets. We developed and tested pragmatic approaches to account for EGFR-mutation-status based on variables commonly included in epidemiologic datasets and evaluated the clinical utility of these approaches.

Methods: Through analysis of the International Lung Cancer Consortium (ILCCO) epidemiologic datasets, we developed a regression model for EGFR-status; we then applied a clinical-restriction approach using the optimal cut-point, and a second epidemiologic, multiple imputation approach to ILCCO survival analyses that did and did …

Subtype-Specific And Co-Occurring Genetic Alterations In B-Cell Non-Hodgkin Lymphoma, Man Chun John Ma, Saber Tadros, Alyssa Bouska, Tayla Heavican, Haopeng Yang, Qing Deng, Dalia Moore, Ariz Akhter, Keenan Hartert, Neeraj Jain, Jordan Showell, Sreejoyee Ghosh, Lesley Street, Marta Davidson, Christopher Carey, Joshua Tobin, Deepak Perumal, Julie M Vose, Matthew A Lunning, Aliyah R Sohani, Benjamin J Chen, Shannon Buckley, Loretta J Nastoupil, R Eric Davis, Jason R Westin, Nathan H Fowler, Samir Parekh, Maher Gandhi, Sattva Neelapu, Douglas Stewart, Kapil Bhalla, Javeed Iqbal, Timothy Greiner, Scott J Rodig, Adnan Mansoor, Michael R Green

Faculty, Staff and Student Publications

B-cell non-Hodgkin lymphoma (B-NHL) encompasses multiple clinically and phenotypically distinct subtypes of malignancy with unique molecular etiologies. Common subtypes of B-NHL, such as diffuse large B-cell lymphoma, have been comprehensively interrogated at the genomic level, but rarer subtypes, such as mantle cell lymphoma, remain less extensively characterized. Furthermore, multiple B-NHL subtypes have thus far not been comprehensively compared using the same methodology to identify conserved or subtype-specific patterns of genomic alterations. Here, we employed a large targeted hybrid-capture sequencing approach encompassing 380 genes to interrogate the genomic landscapes of 685 B-NHL tumors at high depth, including diffuse large B-cell lymphoma, …

Effective Therapy For Aml With Runx1 Mutation By Cotreatment With Inhibitors Of Protein Translation And Bcl2, Christopher P Mill, Warren Fiskus, Courtney D Dinardo, Christine Birdwell, John A Davis, Tapan M Kadia, Koichi Takahashi, Nicholas Short, Naval Daver, Maro Ohanian, Gautam Borthakur, Steven M Kornblau, Michael R Green, Yuan Qi, Xiaoping Su, Joseph D Khoury, Kapil N Bhalla

Faculty, Staff and Student Publications

The majority of RUNX1 mutations in acute myeloid leukemia (AML) are missense or deletion-truncation and behave as loss-of-function mutations. Following standard therapy, AML patients expressing mtRUNX1 exhibit inferior clinical outcome than those without mutant RUNX1. Studies presented here demonstrate that as compared with AML cells lacking mtRUNX1, their isogenic counterparts harboring mtRUNX1 display impaired ribosomal biogenesis and differentiation, as well as exhibit reduced levels of wild-type RUNX1, PU.1, and c-Myc. Compared with AML cells with only wild-type RUNX1, AML cells expressing mtRUNX1 were also more sensitive to the protein translation inhibitor homoharringtonine (omacetaxine) and BCL2 inhibitor venetoclax. Homoharringtonine treatment repressed …

Clinical And Molecular Characterization Of Pole Mutations As Predictive Biomarkers Of Response To Immune Checkpoint Inhibitors In Advanced Cancers, Benjamin Garmezy, Jinesh Gheeya, Heather Y Lin, Yuefan Huang, Taebeom Kim, Xianli Jiang, Kyaw Z Thein, Patrick G Pilié, Fadl Zeineddine, Wanlin Wang, Kenna R Shaw, Jordi Rodon, John Paul Shen, Ying Yuan, Funda Meric-Bernstam, Ken Chen, Timothy A Yap

Faculty, Staff and Student Publications

Purpose: DNA polymerase epsilon is critical to DNA proofreading and replication. Mutations in POLE have been associated with hypermutated tumors and antitumor response to immune checkpoint inhibitor (ICI) therapy. We present a clinicopathologic analysis of patients with advanced cancers harboring POLE mutations, the pattern of co-occurring mutations, and their response to ICI therapy within the context of mutation pathogenicity.

Methods: We conducted a retrospective analysis of next-generation sequencing data at MD Anderson Cancer Center to identify patient tumors with POLE mutations and their co-occurring mutations. The pathogenicity of each mutation was annotated using InterVar and ClinVar. Differences in therapeutic response …

Systematic Decomposition Of Sequence Determinants Governing Crispr/Cas9 Specificity, Rongjie Fu, Wei He, Jinzhuang Dou, Oscar D Villarreal, Ella Bedford, Helen Wang, Connie Hou, Liang Zhang, Yalong Wang, Dacheng Ma, Yiwen Chen, Xue Gao, Martin Depken, Han Xu

Faculty, Staff and Student Publications

The specificity of CRISPR/Cas9 genome editing is largely determined by the sequences of guide RNA (gRNA) and the targeted DNA, yet the sequence-dependent rules underlying off-target effects are not fully understood. To systematically explore the sequence determinants governing CRISPR/Cas9 specificity, here we describe a dual-target system to measure the relative cleavage rate between off- and on-target sequences (off-on ratios) of 1902 gRNAs on 13,314 synthetic target sequences, and reveal a set of sequence rules involving 2 factors in off-targeting: 1) a guide-intrinsic mismatch tolerance (GMT) independent of the mismatch context; 2) an "epistasis-like" combinatorial effect of multiple mismatches, which are …

Efficacy And Safety Of Enasidenib And Azacitidine Combination In Patients With Idh2 Mutated Acute Myeloid Leukemia And Not Eligible For Intensive Chemotherapy, Sangeetha Venugopal, Koichi Takahashi, Naval Daver, Abhishek Maiti, Gautam Borthakur, Sanam Loghavi, Nicholas J Short, Maro Ohanian, Lucia Masarova, Ghayas Issa, Xuemei Wang, Bueso-Ramos Carlos, Musa Yilmaz, Tapan Kadia, Michael Andreeff, Farhad Ravandi, Marina Konopleva, Hagop M Kantarjian, Courtney D Dinardo

Faculty, Staff and Student Publications

Preclinically, enasidenib and azacitidine (ENA + AZA) synergistically enhance cell differentiation, and venetoclax (VEN), a small molecule Bcl2 inhibitor (i) is particularly effective in IDH2 mutated acute myeloid leukemia (IDH2mutAML). This open label phase II trial enrolled patients (pts) with documented IDH2mutAML. All patients received AZA 75 mg/m2/d x 7 d/cycle and ENA 100 mg QD continuously. Concomitant Bcl2i and FLT3i were allowed (NCT03683433).Twenty-six pts received ENA + AZA (median 68 years, range, 24-88); 7 newly diagnosed (ND) and 19 relapsed/refractory (R/R). In R/R AML patients, three had received prior ENA and none had received prior VEN. The …

Transcriptomic-Assisted Immune And Neoantigen Profiling In Premalignancy, Kyle Chang, Florencia Mcallister, Eduardo Vilar

Faculty, Staff and Student Publications

Immune-based cancer therapies such as checkpoint inhibitors (CPI) and vaccines have been increasingly studied across different cancer types. Response to such therapies depends on a number of factors such as mutational burden, neoantigen load, presence of tumor infiltrating lymphocytes, among others. Next-generation sequencing (NGS) technologies are particularly attractive to interrogate the immune response compared to traditional assays such as qRT-PCR and immunohistochemistry (IHC) because they enable the discovery of neoantigens and simultaneous profiling of immune infiltration using gene expression on a large scale. Current approaches in immune profiling utilizes whole-exome sequencing (WES) for human leukocyte allele (HLA) typing and neoantigen …

Increasing Referral Of At-Risk Women For Genetic Counseling And Brca Testing Using A Screening Tool In A Community Breast Imaging Center, Banu K Arun, Susan K Peterson, Lilian E Sweeney, Rachel D Bluebond, Rebecca S S Tidwell, Sukh Makhnoon, Anne C Kushwaha

Faculty, Staff and Student Publications

BACKGROUND: Genetic evaluation and testing for hereditary breast and ovarian cancer (HBOC) remain suboptimal. The authors evaluated the feasibility of using a screening tool at a breast imaging center to increase HBOC assessment referrals.

METHODS: A brief questionnaire based on the National Comprehensive Cancer Network HBOC genetic counseling referral guidelines was developed and added to the standard intake forms of patients undergoing mammography at a community breast imaging center from 2012 through 2015. Patients who met the criteria in the guidelines were referred for genetic counseling.

RESULTS: A total of 34,851 patients were screened during the study period, and 1246 …

Proteogenomic And Metabolomic Characterization Of Human Glioblastoma, Liang-Bo Wang, Alla Karpova, Marina A Gritsenko, Jennifer E Kyle, Song Cao, Yize Li, Dmitry Rykunov, Antonio Colaprico, Joseph H Rothstein, Runyu Hong, Vasileios Stathias, Macintosh Cornwell, Francesca Petralia, Yige Wu, Boris Reva, Karsten Krug, Pietro Pugliese, Emily Kawaler, Lindsey K Olsen, Wen-Wei Liang, Xiaoyu Song, Yongchao Dou, Michael C Wendl, Wagma Caravan, Wenke Liu, Daniel Cui Zhou, Jiayi Ji, Chia-Feng Tsai, Vladislav A Petyuk, Jamie Moon, Weiping Ma, Rosalie K Chu, Karl K Weitz, Ronald J Moore, Matthew E Monroe, Rui Zhao, Xiaolu Yang, Seungyeul Yoo, Azra Krek, Alexis Demopoulos, Houxiang Zhu, Matthew A Wyczalkowski, Joshua F Mcmichael, Brittany L Henderson, Caleb M Lindgren, Hannah Boekweg, Shuangjia Lu, Jessika Baral, Lijun Yao, Kelly G Stratton, Lisa M Bramer, Erika Zink, Sneha P Couvillion, Kent J Bloodsworth, Shankha Satpathy, Weiva Sieh, Simina M Boca, Stephan Schürer, Feng Chen, Maciej Wiznerowicz, Karen A Ketchum, Emily S Boja, Christopher R Kinsinger, Ana I Robles, Tara Hiltke, Mathangi Thiagarajan, Alexey I Nesvizhskii, Bing Zhang, D R Mani, Michele Ceccarelli, Xi S Chen, Sandra L Cottingham, Qing Kay Li, Albert H Kim, David Fenyö, Kelly V Ruggles, Henry Rodriguez, Mehdi Mesri, Samuel H Payne, Adam C Resnick, Pei Wang, Richard D Smith, Antonio Iavarone, Milan G Chheda, Jill S Barnholtz-Sloan, Karin D Rodland, Tao Liu, Li Ding, Clinical Proteomic Tumor Analysis Consortium

Faculty, Staff and Students Publications

Glioblastoma (GBM) is the most aggressive nervous system cancer. Understanding its molecular pathogenesis is crucial to improving diagnosis and treatment. Integrated analysis of genomic, proteomic, post-translational modification and metabolomic data on 99 treatment-naive GBMs provides insights to GBM biology. We identify key phosphorylation events (e.g., phosphorylated PTPN11 and PLCG1) as potential switches mediating oncogenic pathway activation, as well as potential targets for EGFR-, TP53-, and RB1-altered tumors. Immune subtypes with distinct immune cell types are discovered using bulk omics methodologies, validated by snRNA-seq, and correlated with specific expression and histone acetylation patterns. Histone H2B acetylation in classical-like and immune-low GBM …

Estimation Of The Incidence Of A Rare Genetic Disease Through A Two-Tier Mutation Survey, R Chakraborty, M R Srinivasan, S Raskin

Faculty, Staff and Student Publications

Recent attempts to detect mutations involving single base changes or small deletions that are specific to genetic diseases provide an opportunity to develop a two-tier mutation-screening program through which incidence of rare genetic disorders and gene carriers may be precisely estimated. A two-tier survey consists of mutation screening in a sample of patients with specific genetic disorders and in a second sample of newborns from the same population in which mutation frequency is evaluated. We provide the statistical basis for evaluating the incidence of affected and gene carriers in such two-tier mutation-screening surveys, from which the precision of the estimates …