Biomedical Informatics Commons^™

Vorinostat Combined With Busulfan, Fludarabine, And Clofarabine Conditioning Regimen For Allogeneic Hematopoietic Stem Cell Transplantation In Patients With Acute Leukemia: Long-Term Study Outcomes, Gheath Alatrash, Chantal Saberian, Roland Bassett, Peter F Thall, Celina Ledesma, Yoshimi Lu, May Daher, Benigno C Valdez, Jitesh Kawedia, Uday Popat, Rohtesh Mehta, Betul Oran, Yago Nieto, Amanda Olson, Paolo Anderlini, David Marin, Chitra Hosing, Amin M Alousi, Elizabeth J Shpall, Gabriela Rondon, Julianne Chen, Muzaffar Qazilbash, Richard E Champlin, Partow Kebriaei

Faculty, Staff and Student Publications

Conditioning regimens play a major role in determining disease outcomes following allogeneic hematopoietic stem cell transplantation (allo-HSCT). The use of i.v. busulfan (Bu) as part of conditioning chemotherapy has been shown to be effective in controlling disease relapse; however, disease relapse remains a major cause of death following allo-HSCT. This study was conducted to determine the long-term outcomes of vorinostat with i.v. Bu plus dual nucleoside analogs clofarabine (Clo) and fludarabine (Flu) in the conditioning regimen for patients undergoing allo-HSCT. This was a rapid dose escalation phase I/II study designed to determine whether the addition of vorinostat would improve the …

Insulin Resistance In Depression: A Large Meta-Analysis Of Metabolic Parameters And Variation, Brisa S Fernandes, Estela Salagre, Nitesh Enduru, Iria Grande, Eduard Vieta, Zhongming Zhao

Faculty, Staff and Student Publications

Increased insulin resistance is recognized in psychiatric disorders, such as schizophrenia and bipolar disorder, but its occurrence in depression is less clear. Our aims were to verify if insulin resistance is altered in depression, to test the metabolic subgroup hypothesis of depression and if there are changes with antidepressants. Inclusion criteria were studies including adult subjects with depression and either a control group or follow-up after treatment with antidepressants, and assessing fasting insulin or glucose levels or the Homeostatic Model Assessment for Insulin Resistance (HOMA-IR) index. Seventy studies with 240,704 participants were included. Both insulin levels and the HOMA-IR index …

Automatic Contouring Qa Method Using A Deep Learning-Based Autocontouring System\, Dong Joo Rhee, Chidinma P Anakwenze Akinfenwa, Bastien Rigaud, Anuja Jhingran, Carlos E Cardenas, Lifei Zhang, Surendra Prajapati, Stephen F Kry, Kristy K Brock, Beth M Beadle, William Shaw, Frederika O'Reilly, Jeannette Parkes, Hester Burger, Nazia Fakie, Chris Trauernicht, Hannah Simonds, Laurence E Court

Faculty, Staff and Student Publications

Purpose: To determine the most accurate similarity metric when using an independent system to verify automatically generated contours.

Methods: A reference autocontouring system (primary system to create clinical contours) and a verification autocontouring system (secondary system to test the primary contours) were used to generate a pair of 6 female pelvic structures (UteroCervix [uterus + cervix], CTVn [nodal clinical target volume (CTV)], PAN [para-aortic lymph nodes], bladder, rectum, and kidneys) on 49 CT scans from our institution and 38 from other institutions. Additionally, clinically acceptable and unacceptable contours were manually generated using the 49 internal CT scans. Eleven similarity metrics …

Tp53-Altered Chronic Lymphocytic Leukemia Treated With Firstline Bruton’S Tyrosine Kinase Inhibitor-Based Therapy: A Retrospective Analysis, Hua-Jay J Cherng, Raamis Khwaja, Rashmi Kanagal-Shamanna, Guilin Tang, Jan Burger, Philip Thompson, Alessandra Ferrajoli, Zeev Estrov, Koji Sasaki, Deepa Sampath, Xuemei Wang, Hagop Kantarjian, Michael Keating, William G Wierda, Nitin Jain

Faculty, Staff and Student Publications

Long-term follow up of prospective studies has shown that continuous Bruton's tyrosine kinase inhibitor (BTKi) therapy leads to durable remissions in previously untreated patients with TP53-altered chronic lymphocytic leukemia (CLL); however, it is unknown how variant allele frequency (VAF) of TP53 mutation (TP53-m) or percentage of cells with deletion of chromosome 17p [del(17p)] influences efficacy of firstline BTKi. We performed a retrospective analysis of 130 patients with CLL with baseline del(17p) and/or TP53-m treated with BTKi with or without the BCL2 inhibitor venetoclax (VEN) and with or without CD20 antibody in the firstline setting. A total of 104/130 (80%) patients …

Pathways And Barriers To Careers In Academic Clinical Cancer Prevention: A Qualitative Study, Melissa Y Kok, Janelle C Chavez, Pompeyo R Quesada, Oluwapelumi T Adegoke, Shine Chang

Faculty, Staff and Student Publications

National surveys document steady declines over time in interest in academic medicine and cancer prevention careers (Am J Prev Med 54(3):444-8, 2018). Through interviews with 16 academic cancer prevention physicians at one comprehensive cancer center, this study identifies motivations and barriers to physician careers in academic cancer prevention and proposes recommendations to increase recruitment. Participants reported that cancer prevention was vague to them early in training, impairing career exploration. Further, without role models and opportunities to learn about cancer prevention, many were ignorant of career options. Many had incorrect views about cancer prevention practice being mainly within the scope of …

Artificial Intelligence-Assisted Mapping Of Proliferation Centers Allows The Distinction Of Accelerated Phase From Large Cell Transformation In Chronic Lymphocytic Leukemia, Siba El Hussein, Pingjun Chen, L Jeffrey Medeiros, John D Hazle, Jia Wu, Joseph D Khoury

Faculty, Staff and Student Publications

Chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL) is characterized morphologically by numerous small lymphocytes and pale nodules composed of prolymphocytes and paraimmunoblasts known as proliferation centers (PCs). Patients with CLL can undergo transformation to a more aggressive lymphoma, most often diffuse large B-cell lymphoma (DLBCL), known as Richter transformation (RT). An accelerated phase of CLL (aCLL) also may be observed which correlates with subsequent transformation to DLBCL, and may represent an early stage of transformation. Distinguishing PCs in CLL from aCLL or RT can be diagnostically challenging, particularly in small needle biopsy specimens. Available guidelines pertaining to distinguishing CLL from its' …

Generation Of A Homozygous Knock-In Human Embryonic Stem Cell Line Expressing Meos4b-Tagged Ctr1, Yi-Hung Chen, Pei-San Huang, Meng-Hsuan Wen, Manhua Pan, Dung-Fang Lee, Tai-Yen Chen

Faculty, Staff and Student Publications

Copper transporter 1 (CTR1) is the major membrane protein responsible for cellular copper (Cu) uptake and mediates cellular copper homeostasis. To elucidate CTR1's behavior using imaging approaches, we generated a homozygous knock-in human embryonic stem cell (hESC) clone expressing photoconvertible fluorescence protein mEos4b-tagged endogenous CTR1 using CRISPR-Cas9 mediated homologous recombination. The engineered cells express functional CTR1-mEos4b fusion and have normal stem cell morphology. They remain pluripotent and can be differentiated into all three germ layers in vitro. This resource allows the study of CTR1 at an endogenous level in different cellular contexts using microscopy.

Phase Ii Study Of Durvalumab (Anti-Pd-L1) And Trametinib (Meki) In Microsatellite Stable (Mss) Metastatic Colorectal Cancer (Mcrc), Benny Johnson, Cara L Haymaker, Edwin R Parra, Luisa Maren Solis Soto, Xuemei Wang, Jane V Thomas, Arvind Dasari, Van K Morris, Kanwal Raghav, Eduardo Vilar, Bryan K Kee, Cathy Eng, Christine M Parseghian, Robert A Wolff, Younghee Lee, Daniele Lorenzini, Caddie Laberiano-Fernandez, Anuj Verma, Wenhua Lang, Ignacio I Wistuba, Andrew Futreal, Scott Kopetz, Michael J Overman

Faculty, Staff and Student Publications

Background: Monotherapy with immune checkpoint blockade is ineffective for patients (pts) with microsatellite stable (MSS) metastatic colorectal cancer (mCRC). This study investigates whether the combination of trametinib (T) with durvalumab (D) can alter the immune tumor microenvironment (TME) by successfully priming and activating T-cells.

Methods: Open-label, single-center, phase II trial with primary endpoint of immune-related response rate for combination of T+D in refractory MSS mCRC pts (NCT03428126). T is 2 mg/day orally starting 1 week prior to D, which is given 1500 mg intravenously every 4 weeks. Simon 2-stage design used to enroll 29 pts into first stage, …

Plasma Metabolomics Analysis Of Aspirin Treatment And Risk Of Colorectal Adenomas, Elizabeth L Barry, Veronika Fedirko, Yutong Jin, Ken Liu, Leila A Mott, Janet L Peacock, Michael N Passarelli, John A Baron, Dean P Jones

Faculty, Staff and Student Publications

Despite substantial observational and experimental evidence that aspirin use can provide protection against the development of colorectal neoplasia, our understanding of the molecular mechanisms involved is inadequate and limits our ability to use this drug effectively and safely for chemoprevention. We employed an untargeted plasma metabolomics approach using liquid chromatography with high-resolution mass spectroscopy to explore novel metabolites that may contribute to the chemopreventive effects of aspirin. Associations between levels of metabolic features in plasma and aspirin treatment were investigated among 523 participants in a randomized placebo-controlled clinical trial of two doses of aspirin (81 or 325 mg/day) and were …

Microbiome Dynamics During Chemoradiation Therapy For Anal Cancer, Daniel Lin, Molly B El Alam, Joseph Abi Jaoude, Ramez Kouzy, Jae L Phan, Jacob H Elnaggar, Brianna Resendiz, Andrea Y Delgado Medrano, Erica J Lynn, Nicholas D Nguyen, Sonal S Noticewala, Geena G Mathew, Emma B Holliday, Bruce D Minsky, Prajnan Das, Van K Morris, Cathy Eng, Melissa P Mezzari, Joseph F Petrosino, Nadim J Ajami, Ann H Klopp, Cullen M Taniguchi, Lauren E Colbert

Faculty, Staff and Student Publications

Purpose: Patients with localized squamous cell carcinoma of the anus (SCCA) who experience treatment toxicity or recurrences have few therapeutic options. Investigation into the microbiome's influence on treatment toxicity and its potential use as a predictive biomarker could improve these patients' outcomes. Our study presents the first longitudinal characterization of the SCCA tumor microbiome and its associations with treatment-related toxicities.

Methods and materials: This prospective cohort study included patients with nonmetastatic SCCA receiving standard-of-care chemoradiation therapy. Anorectal swabs of the tumor site were collected before, during, and after treatment. Patient-reported quality-of-life metrics were collected at similar time points. 16S rRNA …

Ppp1r7 Is A Novel Translocation Partner Of Cbfb Via T(2; 16)(Q37; Q22) In Acute Myeloid Leukemia, Lulu Wang, Wei Wang, Hannah C Beird, Xueqian Cheng, Hong Fang, Guilin Tang, Gokce A Toruner, C Cameron Yin, M James You, Ghayas C Issa, Gautam Borthakur, Guang Peng, Joseph D Khoury, L Jeffrey Medeiros, Zhenya Tang

Faculty, Staff and Student Publications

In a subset of acute myeloid leukemia (AML) cases, the core binding factor beta subunit gene (CBFB) was rearranged via inv(16)(p13.1q22) or t(16;16)(p13.1;q22), in which the smooth muscle myosin heavy chain 11 gene (MYH11) was the partner (CBFB::MYH11). Rare variants of CBFB rearrangement occurring via non-classic chromosomal aberrations have been reported, such as t(1;16), t(2;16), t(3;16), t(5;16), and t(16;19), but the partners of CBFB have not been characterized. We report a case of AML with a complex karyotype, including t(2;16)(q37;q22), in which the protein phosphatase 1 regulatory subunit 7 gene (PPP1R7) at …

The Lupus Susceptibility Allele Drb1*03:01 Encodes A Disease-Driving Epitope, Bruna Miglioranza Scavuzzi, Vincent Van Drongelen, Bhavneet Kaur, Jennifer Callahan Fox, Jianhua Liu, Raquel A Mesquita-Ferrari, J Michelle Kahlenberg, Evan A Farkash, Fernando Benavides, Frederick W Miller, Amr H Sawalha, Joseph Holoshitz

Faculty, Staff and Student Publications

The HLA-DRB1*03:01 allele is a major genetic risk factor in systemic lupus erythematosus (SLE), but the mechanistic basis of the association is unclear. Here we show that in the presence of interferon gamma (IFN-γ), a short DRB1*03:01-encoded allelic epitope activates a characteristic lupus transcriptome in mouse and human macrophages. It also triggers a cascade of SLE-associated cellular aberrations, including endoplasmic reticulum stress, unfolded protein response, mitochondrial dysfunction, necroptotic cell death, and production of pro-inflammatory cytokines. Parenteral administration of IFN-γ to naïve DRB1*03:01 transgenic mice causes increased serum levels of anti-double stranded DNA antibodies, glomerular immune complex deposition and histopathological renal …

Targeting De Novo Lipogenesis And The Lands Cycle Induces Ferroptosis In Kras-Mutant Lung Cancer, Caterina Bartolacci, Cristina Andreani, Gonçalo Vale, Stefano Berto, Margherita Melegari, Anna Colleen Crouch, Dodge L Baluya, George Kemble, Kurt Hodges, Jacqueline Starrett, Katerina Politi, Sandra L Starnes, Daniele Lorenzini, Maria Gabriela Raso, Luisa M Solis Soto, Carmen Behrens, Humam Kadara, Boning Gao, Ignacio I Wistuba, John D Minna, Jeffrey G Mcdonald, Pier Paolo Scaglioni

Faculty, Staff and Student Publications

Mutant KRAS (KM), the most common oncogene in lung cancer (LC), regulates fatty acid (FA) metabolism. However, the role of FA in LC tumorigenesis is still not sufficiently characterized. Here, we show that KMLC has a specific lipid profile, with high triacylglycerides and phosphatidylcholines (PC). We demonstrate that FASN, the rate-limiting enzyme in FA synthesis, while being dispensable in EGFR-mutant or wild-type KRAS LC, is required for the viability of KMLC cells. Integrating lipidomic, transcriptomic and functional analyses, we demonstrate that FASN provides saturated and monounsaturated FA to the Lands cycle, the process remodeling oxidized phospholipids, such as PC. Accordingly, …

Molecular Profiles Of Serum-Derived Extracellular Vesicles In High-Grade Serous Ovarian Cancer, Li Zhao, Sara Corvigno, Shaolin Ma, Joseph Celestino, Nicole D Fleming, Richard A Hajek, Adrian Lankenau Ahumada, Nicholas B Jennings, Erika J Thompson, Hongli Tang, Shannon N Westin, Amir A Jazaeri, Jianhua Zhang, P Andrew Futreal, Anil K Sood, Sanghoon Lee

Faculty, Staff and Student Publications

Patients with high-grade serous ovarian cancer (HGSC) who have no visible residual disease (R0) after primary surgery have the best clinical outcomes, followed by patients who undergo neoadjuvant chemotherapy (NACT) and have a response enabling interval cytoreductive surgery. Clinically useful biomarkers for predicting these outcomes are still lacking. Extracellular vesicles (EVs) have been recognized as liquid biopsy-based biomarkers for early cancer detection and disease surveillance in other disease settings. In this study, we performed extensive molecular characterization of serum-derived EVs and correlated the findings with therapeutic outcomes in patients with HGSC. Using EV-DNA whole-genome sequencing and EV-RNA sequencing, we identified …

Two-Pore Channel Blockade By Phosphoinositide Kinase Inhibitors Ym201636 And Pi-103 Determined By A Histidine Residue Near Pore-Entrance, Canwei Du, Xin Guan, Jiusheng Yan

Faculty, Staff and Student Publications

Human two-pore channels (TPCs) are endolysosomal cation channels and play an important role in NAADP-evoked Ca2+ release and endomembrane dynamics. We found that YM201636, a PIKfyve inhibitor, potently inhibits PI(3,5)P2-activated human TPC2 with an IC50 of 0.16 μM. YM201636 also effectively inhibits NAADP-activated TPC2 and a constitutively-open TPC2 L690A/L694A mutant channel; whereas it exerts little effect when applied in the channel's closed state. PI-103, a YM201636 analog and an inhibitor of PI3K and mTOR, also inhibits human TPC2 with an IC50 of 0.64 μM. With mutational, virtual docking, and molecular dynamic simulation analyses, we found that YM201636 and PI-103 directly …

A Method For Bridging Population-Specific Genotypes To Detect Gene Modules Associated With Alzheimer's Disease, Yulin Dai, Peilin Jia, Zhongming Zhao, Assaf Gottlieb

Faculty, Staff and Student Publications

BACKGROUND: Genome-wide association studies have successfully identified variants associated with multiple conditions. However, generalizing discoveries across diverse populations remains challenging due to large variations in genetic composition. Methods that perform gene expression imputation have attempted to address the transferability of gene discoveries across populations, but with limited success.

METHODS: Here, we introduce a pipeline that combines gene expression imputation with gene module discovery, including a dense gene module search and a gene set variation analysis, to address the transferability issue. Our method feeds association probabilities of imputed gene expression with a selected phenotype into tissue-specific gene-module discovery over protein interaction …

Kras Mutations As Essential Promoters Of Lymphangiogenesis Via Extracellular Vesicles In Pancreatic Cancer, Radu Pirlog, George A Calin

Faculty, Staff and Student Publications

Kirsten rat sarcoma virus (KRAS) gene mutations are present in more than 90% of pancreatic ductal adenocarcinomas (PDACs). KRASG12D is the most frequent alteration, promoting preneoplastic lesions and associating with a more aggressive phenotype. These tumors possess increased intratumoral lymphatic networks and frequent lymph node (LN) metastases. In this issue of the JCI, Luo, Li, et al. explored the relationship between the presence of the KRASG12D mutation and lymphangiogenesis in PDAC. The authors used in vitro and in vivo models and an elegant mechanistic approach to describe an alternative pathway for lymphangiogenesis promotion. KRASG12D induced SUMOylation of heterogenous nuclear ribonucleoprotein …

Pneumonitis After Immune Checkpoint Inhibitor Therapies In Patients With Acute Myeloid Leukemia: A Retrospective Cohort Study, Ajay Sheshadri, Alberto A Goizueta, Vickie R Shannon, David London, Guillermo Garcia-Manero, Hagop M Kantarjian, Farhad Ravandi-Kashani, Tapan M Kadia, Marina Y Konopleva, Courtney D Dinardo, Sherry Pierce, Abdulrazzak Zarifa, Aya A Albittar, Linda L Zhong, Fechukwu O Akhmedzhanov, Muhammad H Arain, Mansour Alfayez, Ahmad Alotaibi, Mehmet Altan, Aung Naing, Tito R Mendoza, Myrna C B Godoy, Girish Shroff, Sang T Kim, Saadia A Faiz, Dimitrios P Kontoyiannis, Fareed Khawaja, Kristofer Jennings, Naval G Daver

Faculty, Staff and Student Publications

Background: Immune checkpoint inhibitors (ICI), combined with hypomethylating agents, can be used to treat acute myeloid leukemia (AML), but this strategy results in a high rate of pneumonitis. The authors sought to determine risk factors for pneumonitis development and whether pneumonitis increased mortality.

Methods: The authors conducted a retrospective review of 258 AML patients who received ICI-containing regimens from 2016 to 2018. A multidisciplinary adjudication committee diagnosed pneumonia and pneumonitis by reviewing symptoms, imaging, microbiology, and response to therapies. To measure risk factors for pneumonitis and mortality, multivariate Cox proportional hazards models were constructed. Pneumonia, pneumonitis, and disease progression were …

Gut Bacterial Isoamylamine Promotes Age-Related Cognitive Dysfunction By Promoting Microglial Cell Death, Yun Teng, Jingyao Mu, Fangyi Xu, Xiangcheng Zhang, Mukesh K Sriwastva, Qiaohong M Liu, Xiaohong Li, Chao Lei, Kumaran Sundaram, Xin Hu, Lifeng Zhang, Juw Won Park, Jae Yeon Hwang, Eric C Rouchka, Xiang Zhang, Jun Yan, Michael L Merchant, Huang-Ge Zhang

Faculty, Staff and Student Publications

The intestinal microbiome releases a plethora of small molecules. Here, we show that the Ruminococcaceae metabolite isoamylamine (IAA) is enriched in aged mice and elderly people, whereas Ruminococcaceae phages, belonging to the Myoviridae family, are reduced. Young mice orally administered IAA show cognitive decline, whereas Myoviridae phage administration reduces IAA levels. Mechanistically, IAA promotes apoptosis of microglial cells by recruiting the transcriptional regulator p53 to the S100A8 promoter region. Specifically, IAA recognizes and binds the S100A8 promoter region to facilitate the unwinding of its self-complementary hairpin structure, thereby subsequently enabling p53 to access the S100A8 promoter and enhance S100A8 expression. …

Association Of Cardiovascular Health Through Young Adulthood With Genome-Wide Dna Methylation Patterns In Midlife: The Cardia Study, Yinan Zheng, Brian T Joyce, Shih-Jen Hwang, Jiantao Ma, Lei Liu, Norrina B Allen, Amy E Krefman, Jun Wang, Tao Gao, Drew R Nannini, Haixiang Zhang, David R Jacobs, Myron D Gross, Myriam Fornage, Cora E Lewis, Pamela J Schreiner, Stephen Sidney, Dongquan Chen, Philip Greenland, Daniel Levy, Lifang Hou, Donald M Lloyd-Jones

Faculty, Staff and Student Publications

Background: Cardiovascular health (CVH) from young adulthood is strongly associated with an individual's future risk of cardiovascular disease (CVD) and total mortality. Defining epigenomic biomarkers of lifelong CVH exposure and understanding their roles in CVD development may help develop preventive and therapeutic strategies for CVD.

Methods: In 1085 CARDIA study (Coronary Artery Risk Development in Young Adults) participants, we defined a clinical cumulative CVH score that combines body mass index, blood pressure, total cholesterol, and fasting glucose measured longitudinally from young adulthood through middle age over 20 years (mean age, 25-45). Blood DNA methylation at >840 000 methylation markers was …

Treatment-Free Remission After Ceasing Venetoclax-Based Therapy In Patients With Acute Myeloid Leukemia, Chong Chyn Chua, Danielle Hammond, Andrew Kent, Ing Soo Tiong, Marina Y Konopleva, Daniel A Pollyea, Courtney D Dinardo, Andrew H Wei

Faculty, Staff and Student Publications

The clinical benefit of adding venetoclax (VEN) to hypomethylating agents or low-dose cytarabine in older and/or unfit patients with newly diagnosed acute myeloid leukemia (AML) has been confirmed in phase 3 studies. With the increased uptake of VEN-based therapies for patients with AML, a pertinent question is whether treatment can be safely ceased among patients who have achieved sustained remission. We hypothesized that a proportion of patients opting to cease therapy may benefit from a treatment-free remission (TFR) period without indefinite treatment. We report the retrospective outcomes of 29 patients in remission for a minimum of 12 months on VEN-based …

High-Sensitivity Next-Generation Sequencing Mrd Assessment In All Identifies Patients At Very Low Risk Of Relapse, Nicholas J Short, Hagop Kantarjian, Farhad Ravandi, Marina Konopleva, Nitin Jain, Rashmi Kanagal-Shamanna, Keyur P Patel, Walid Macaron, Tapan M Kadia, Sa Wang, Jeffrey L Jorgensen, Joseph D Khoury, Musa Yilmaz, Partow Kebriaei, Koichi Takahashi, Guillermo Garcia-Manero, Naval Daver, Sean M Post, Xuelin Huang, Steven M Kornblau, Sara Pelletier, Wilmer Flores, Jairo Matthews, Rebecca Garris, Elias Jabbour

Faculty, Staff and Student Publications

Measurable residual disease (MRD) is highly prognostic for relapse and overall survival (OS) in acute lymphoblastic leukemia (ALL), although many patients with apparent "MRD negativity" by standard assays still relapse. We evaluated the clinical impact of a highly sensitive next-generation sequencing (NGS) MRD assay in 74 adults with ALL undergoing frontline therapy. Among remission samples that were MRD negative by multiparameter flow cytometry (MFC), 46% were MRD+ by the NGS assay. After 1 cycle of induction chemotherapy, MRD negativity by MFC at a sensitivity of 1 × 10-4 and NGS at a sensitivity of 1 × 10-6 was achieved in …

Metabolic Requirement For Got2 In Pancreatic Cancer Depends On Environmental Context, Samuel A Kerk, Lin Lin, Amy L Myers, Damien J Sutton, Anthony Andren, Peter Sajjakulnukit, Li Zhang, Yaqing Zhang, Jennifer A Jiménez, Barbara S Nelson, Brandon Chen, Anthony Robinson, Galloway Thurston, Samantha B Kemp, Nina G Steele, Megan T Hoffman, Hui-Ju Wen, Daniel Long, Sarah E Ackenhusen, Johanna Ramos, Xiaohua Gao, Zeribe C Nwosu, Stefanie Galban, Christopher J Halbrook, David B Lombard, David R Piwnica-Worms, Haoqiang Ying, Marina Pasca Di Magliano, Howard C Crawford, Yatrik M Shah, Costas A Lyssiotis

Faculty, Staff and Student Publications

Mitochondrial glutamate-oxaloacetate transaminase 2 (GOT2) is part of the malate-aspartate shuttle, a mechanism by which cells transfer reducing equivalents from the cytosol to the mitochondria. GOT2 is a key component of mutant KRAS (KRAS*)-mediated rewiring of glutamine metabolism in pancreatic ductal adenocarcinoma (PDA). Here, we demonstrate that the loss of GOT2 disturbs redox homeostasis and halts proliferation of PDA cells in vitro. GOT2 knockdown (KD) in PDA cell lines in vitro induced NADH accumulation, decreased Asp and α-ketoglutarate (αKG) production, stalled glycolysis, disrupted the TCA cycle, and impaired proliferation. Oxidizing NADH through chemical or genetic means resolved the redox imbalance …

Multi-Modal Molecular Programs Regulate Melanoma Cell State, Miles C Andrews, Junna Oba, Chang-Jiun Wu, Haifeng Zhu, Tatiana Karpinets, Caitlin A Creasy, Marie-Andrée Forget, Xiaoxing Yu, Xingzhi Song, Xizeng Mao, A Gordon Robertson, Gabriele Romano, Peng Li, Elizabeth M Burton, Yiling Lu, Robert Szczepaniak Sloane, Khalida M Wani, Kunal Rai, Alexander J Lazar, Lauren E Haydu, Matias A Bustos, Jianjun Shen, Yueping Chen, Margaret B Morgan, Jennifer A Wargo, Lawrence N Kwong, Cara L Haymaker, Elizabeth A Grimm, Patrick Hwu, Dave S B Hoon, Jianhua Zhang, Jeffrey E Gershenwald, Michael A Davies, P Andrew Futreal, Chantale Bernatchez, Scott E Woodman

Faculty, Staff and Student Publications

Melanoma cells display distinct intrinsic phenotypic states. Here, we seek to characterize the molecular regulation of these states using multi-omic analyses of whole exome, transcriptome, microRNA, long non-coding RNA and DNA methylation data together with reverse-phase protein array data on a panel of 68 highly annotated early passage melanoma cell lines. We demonstrate that clearly defined cancer cell intrinsic transcriptomic programs are maintained in melanoma cells ex vivo and remain highly conserved within melanoma tumors, are associated with distinct immune features within tumors, and differentially correlate with checkpoint inhibitor and adoptive T cell therapy efficacy. Through integrative analyses we demonstrate …

Tp53 Copy Number And Protein Expression Inform Mutation Status Across Risk Categories In Acute Myeloid Leukemia, Mehrnoosh Tashakori, Tapan Kadia, Sanam Loghavi, Naval Daver, Rashmi Kanagal-Shamanna, Sherry Pierce, Dawen Sui, Peng Wei, Farnoosh Khodakarami, Zhenya Tang, Mark Routbort, Carol A Bivins, Elias J Jabbour, L Jeffrey Medeiros, Kapil Bhalla, Hagop M Kantarjian, Farhad Ravandi, Joseph D Khoury

Faculty, Staff and Student Publications

Mutant TP53 is an adverse risk factor in acute myeloid leukemia (AML), but large-scale integrated genomic-proteomic analyses of TP53 alterations in patients with AML remain limited. We analyzed TP53 mutational status, copy number (CN), and protein expression data in AML (N = 528) and provide a compilation of mutation sites and types across disease subgroups among treated and untreated patients. Our analysis shows differential hotspots in subsets of AML and uncovers novel pathogenic variants involving TP53 splice sites. In addition, we identified TP53 CN loss in 70.2% of TP53-mutated AML cases, which have more deleterious TP53 mutations, as well as …

Dissecting The Treatment-Naive Ecosystem Of Human Melanoma Brain Metastasis, Jana Biermann, Johannes C Melms, Amit Dipak Amin, Yiping Wang, Lindsay A Caprio, Alcida Karz, Somnath Tagore, Irving Barrera, Miguel A Ibarra-Arellano, Massimo Andreatta, Benjamin T Fullerton, Kristjan H Gretarsson, Varun Sahu, Vaibhav S Mangipudy, Trang T T Nguyen, Ajay Nair, Meri Rogava, Patricia Ho, Peter D Koch, Matei Banu, Nelson Humala, Aayushi Mahajan, Zachary H Walsh, Shivem B Shah, Daniel H Vaccaro, Blake Caldwell, Michael Mu, Florian Wünnemann, Margot Chazotte, Simon Berhe, Adrienne M Luoma, Joseph Driver, Matthew Ingham, Shaheer A Khan, Suthee Rapisuwon, Craig L Slingluff, Thomas Eigentler, Martin Röcken, Richard Carvajal, Michael B Atkins, Michael A Davies, Albert Agustinus, Samuel F Bakhoum, Elham Azizi, Markus Siegelin, Chao Lu, Santiago J Carmona, Hanina Hibshoosh, Antoni Ribas, Peter Canoll, Jeffrey N Bruce, Wenya Linda Bi, Praveen Agrawal, Denis Schapiro, Eva Hernando, Evan Z Macosko, Fei Chen, Gary K Schwartz, Benjamin Izar

Faculty, Staff and Student Publications

Melanoma brain metastasis (MBM) frequently occurs in patients with advanced melanoma; yet, our understanding of the underlying salient biology is rudimentary. Here, we performed single-cell/nucleus RNA-seq in 22 treatment-naive MBMs and 10 extracranial melanoma metastases (ECMs) and matched spatial single-cell transcriptomics and T cell receptor (TCR)-seq. Cancer cells from MBM were more chromosomally unstable, adopted a neuronal-like cell state, and enriched for spatially variably expressed metabolic pathways. Key observations were validated in independent patient cohorts, patient-derived MBM/ECM xenograft models, RNA/ATAC-seq, proteomics, and multiplexed imaging. Integrated spatial analyses revealed distinct geography of putative cancer immune evasion and evidence for more abundant …

Drug-Target Network Study Reveals The Core Target-Protein Interactions Of Various Covid-19 Treatments, Yulin Dai, Hui Yu, Qiheng Yan, Bingrui Li, Andi Liu, Wendao Liu, Xiaoqian Jiang, Yejin Kim, Yan Guo, Zhongming Zhao

Faculty, Staff and Student Publications

The coronavirus disease 2019 (COVID-19) pandemic has caused a dramatic loss of human life and devastated the worldwide economy. Numerous efforts have been made to mitigate COVID-19 symptoms and reduce the death rate. We conducted literature mining of more than 250 thousand published works and curated the 174 most widely used COVID-19 medications. Overlaid with the human protein-protein interaction (PPI) network, we used Steiner tree analysis to extract a core subnetwork that grew from the pharmacological targets of ten credible drugs ascertained by the CTD database. The resultant core subnetwork consisted of 34 interconnected genes, which were associated with 36 …

Synthetic Essentiality Of Tryptophan 2,3-Dioxygenase 2 In Apc-Mutated Colorectal Cancer, Rumi Lee, Jiexi Li, Jun Li, Chang-Jiun Wu, Shan Jiang, Wen-Hao Hsu, Deepavali Chakravarti, Peiwen Chen, Kyle A Labella, Jing Li, Denise J Spring, Di Zhao, Y Alan Wang, Ronald A Depinho

Faculty, Staff and Student Publications

Inactivation of adenomatous polyposis coli (APC) is common across many cancer types and serves as a critical initiating event in most sporadic colorectal cancers. APC deficiency activates WNT signaling, which remains an elusive target for cancer therapy, prompting us to apply the synthetic essentiality framework to identify druggable vulnerabilities for APC-deficient cancers. Tryptophan 2,3-dioxygenase 2 (TDO2) was identified as a synthetic essential effector of APC-deficient colorectal cancer. Mechanistically, APC deficiency results in the TCF4/β-catenin-mediated upregulation of TDO2 gene transcription. TDO2 in turn activates the Kyn-AhR pathway, which increases glycolysis to drive anabolic cancer cell growth and CXCL5 secretion to recruit …

Novel Markers For Liquid Biopsies In Cancer Management: Circulating Platelets And Extracellular Vesicles, Sara Corvigno, Anna Maria Johnson, Kwong-Kwok Wong, Min Soon Cho, Vahid Afshar-Kharghan, David G Menter, Anil K Sood

Faculty, Staff and Student Publications

Although radiologic imaging and histologic assessment of tumor tissues are classic approaches for diagnosis and monitoring of treatment response, they have many limitations. These include challenges in distinguishing benign from malignant masses, difficult access to the tumor, high cost of the procedures, and tumor heterogeneity. In this setting, liquid biopsy has emerged as a potential alternative for both diagnostic and monitoring purposes. The approaches to liquid biopsy include cell-free DNA/circulating tumor DNA, long and micro noncoding RNAs, proteins/peptides, carbohydrates/lectins, lipids, and metabolites. Other approaches include detection and analysis of circulating tumor cells, extracellular vesicles, and tumor-activated platelets. Ultimately, reliable use …

Webcsea: Web-Based Cell-Type-Specific Enrichment Analysis Of Genes, Yulin Dai, Ruifeng Hu, Andi Liu, Kyung Serk Cho, Astrid Marilyn Manuel, Xiaoyang Li, Xianjun Dong, Peilin Jia, Zhongming Zhao

Faculty, Staff and Student Publications

Human complex traits and common diseases show tissue- and cell-type- specificity. Recently, single-cell RNA sequencing (scRNA-seq) technology has successfully depicted cellular heterogeneity in human tissue, providing an unprecedented opportunity to understand the context-specific expression of complex trait-associated genes in human tissue-cell types (TCs). Here, we present the first web-based application to quickly assess the cell-type-specificity of genes, named Web-based Cell-type Specific Enrichment Analysis of Genes (WebCSEA, available at https://bioinfo.uth.edu/webcsea/). Specifically, we curated a total of 111 scRNA-seq panels of human tissues and 1,355 TCs from 61 different general tissues across 11 human organ systems. We adapted our previous decoding tissue-specificity …