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Articles 31 - 60 of 231
Full-Text Articles in Medical Genetics
Cell Type-Specific Purifying Selection Of Synonymous Mitochondrial Dna Variation, Caleb A Lareau, Patrick Maschmeyer, Yajie Yin, Jacob C Gutierrez, Ryan S Dhindsa, Anne-Sophie Gribling-Burrer, Sebastian Zielinski, Yu-Hsin Hsieh, Lena Nitsch, Veronika Dimitrova, Benan Nalbant, Frank A Buquicchio, Tsion Abay, Robert R Stickels, Jacob C Ulirsch, Patrick Yan, Fangyi Wang, Zhuang Miao, Katalin Sandor, Bence Daniel, Vincent Liu, Paul L Mendez, Petra Knaus, Manpreet Meyer, William J Greenleaf, Anshul Kundaje, Redmond P Smyth, Mathias Munschauer, Leif S Ludwig, Ansuman T Satpathy
Cell Type-Specific Purifying Selection Of Synonymous Mitochondrial Dna Variation, Caleb A Lareau, Patrick Maschmeyer, Yajie Yin, Jacob C Gutierrez, Ryan S Dhindsa, Anne-Sophie Gribling-Burrer, Sebastian Zielinski, Yu-Hsin Hsieh, Lena Nitsch, Veronika Dimitrova, Benan Nalbant, Frank A Buquicchio, Tsion Abay, Robert R Stickels, Jacob C Ulirsch, Patrick Yan, Fangyi Wang, Zhuang Miao, Katalin Sandor, Bence Daniel, Vincent Liu, Paul L Mendez, Petra Knaus, Manpreet Meyer, William J Greenleaf, Anshul Kundaje, Redmond P Smyth, Mathias Munschauer, Leif S Ludwig, Ansuman T Satpathy
Duncan NRI Faculty and Staff Publications
While somatic variants are well-characterized drivers of tumor evolution, their influence on cellular fitness in nonmalignant contexts remains understudied. We identified a mosaic synonymous variant (m.7076A > G) in the mitochondrial DNA (mtDNA)-encoded cytochrome c-oxidase subunit 1 (MT-CO1, p.Gly391=), present at homoplasmy in 47% of immune cells from a healthy donor. Single-cell multiomics revealed strong, lineage-specific selection against the m.7076G allele in CD8+ effector memory T cells, but not other T cell subsets, mirroring patterns of purifying selection of pathogenic mtDNA alleles. The limited anticodon diversity of mitochondrial tRNAs forces m.7076G translation to rely on wobble pairing, unlike the Watson-Crick-Franklin pairing …
The Histone H3 Lysine 36 Demethylase Kdm2a/Fbxl11 Controls Polycomb-Mediated Gene Repression And Germ Cell Development In Male Mice, Michael T Bocker, Grigorios Fanourgakis, Kristie Wetzel, Pavel A Komarov, Hélène Royo, Alexia Rohmer, Sunwoo Chun, Ching-Yeu Liang, Hubertus Kohler, Taiping Chen, Xiaohong Mao, Mark A Labow, Reginald A Valdez, Michael B Stadler, Dirk G De Rooij, Paola Capodieci, John Tallarico, Antoine H F M Peters, Thomas B Nicholson
The Histone H3 Lysine 36 Demethylase Kdm2a/Fbxl11 Controls Polycomb-Mediated Gene Repression And Germ Cell Development In Male Mice, Michael T Bocker, Grigorios Fanourgakis, Kristie Wetzel, Pavel A Komarov, Hélène Royo, Alexia Rohmer, Sunwoo Chun, Ching-Yeu Liang, Hubertus Kohler, Taiping Chen, Xiaohong Mao, Mark A Labow, Reginald A Valdez, Michael B Stadler, Dirk G De Rooij, Paola Capodieci, John Tallarico, Antoine H F M Peters, Thomas B Nicholson
Faculty, Staff and Student Publications
KDM2A/FBXL11 is a Jumonji-domain containing lysine demethylase catalyzing the removal of mono- and di-methyl modifications of histone H3 lysine 36 (H3K36me1/2). While Kdm2a is required for mouse embryogenesis, its role in adult physiology has been largely unexplored. Using conditional deletion approaches, we demonstrate that Kdm2a deficiency leads to testicular atrophy and male infertility. Although spermatogonial stem cells remain unaffected, proliferating and differentiating spermatogonia exhibit delayed cell cycle progression and apoptosis. RNA-sequencing of purified spermatogonia and spermatocytes reveals Kdm2a-dependent repression of over 750 genes during spermatogonial differentiation. Chromatin immunoprecipitation followed by sequencing (ChIP-seq) demonstrates increased H3K36me2 levels at CpG-rich gene promoters …
Blunted Cd40-Responsive Enhancer Activation In Crebbp-Mutant Lymphomas Can Be Restored By Enforced Cd4 T-Cell Engagement, Haopeng Yang, Wenchao Zhang, Vida Ravanmehr, Guiling Cui, Kevin Bowman, Ruidong Chen, Jared M Henderson, Shyanne Lockman, Estela Rojas, Ashley Wilson, Sydney Parsons, Ariel Mechaly, Leslie Regad, Ahmed Haouz, Christopher R Flowers, Sattva Neelapu, Loretta Nastoupil, R Eric Davis, Qing Deng, Fernando Rodrigues-Lima, Michael R Green
Blunted Cd40-Responsive Enhancer Activation In Crebbp-Mutant Lymphomas Can Be Restored By Enforced Cd4 T-Cell Engagement, Haopeng Yang, Wenchao Zhang, Vida Ravanmehr, Guiling Cui, Kevin Bowman, Ruidong Chen, Jared M Henderson, Shyanne Lockman, Estela Rojas, Ashley Wilson, Sydney Parsons, Ariel Mechaly, Leslie Regad, Ahmed Haouz, Christopher R Flowers, Sattva Neelapu, Loretta Nastoupil, R Eric Davis, Qing Deng, Fernando Rodrigues-Lima, Michael R Green
Faculty, Staff and Student Publications
The CREBBP lysine acetyltransferase (KAT) is frequently mutated in follicular lymphoma and diffuse large B-cell lymphoma and has been studied using gene knockout in murine and human cells. However, most CREBBP mutations encode amino acid substitutions within the catalytic KAT domain (CREBBP KAT-PM) that retain an inactive protein and have not been extensively characterized. Using CRISPR gene editing and extensive epigenomic characterization of lymphoma cell lines, we found that CREBBP KAT-PM lead to unloading of CREBBP from chromatin, loss of enhancer acetylation, and prevention of EP300 compensation. These enhancers were enriched for those that are dynamically loaded by CREBBP in …
Bayesian Inference Of Fitness Landscapes Via Tree-Structured Branching Processes, Xiang Ge Luo, Jack Kuipers, Kevin Rupp, Koichi Takahashi, Niko Beerenwinkel
Bayesian Inference Of Fitness Landscapes Via Tree-Structured Branching Processes, Xiang Ge Luo, Jack Kuipers, Kevin Rupp, Koichi Takahashi, Niko Beerenwinkel
Faculty, Staff and Student Publications
Motivation: The complex dynamics of cancer evolution, driven by mutation and selection, underlies the molecular heterogeneity observed in tumors. The evolutionary histories of tumors of different patients can be encoded as mutation trees and reconstructed in high resolution from single-cell sequencing data, offering crucial insights for studying fitness effects of and epistasis among mutations. Existing models, however, either fail to separate mutation and selection or neglect the evolutionary histories encoded by the tumor phylogenetic trees.
Results: We introduce FiTree, a tree-structured multi-type branching process model with epistatic fitness parameterization and a Bayesian inference scheme to learn fitness landscapes from single-cell …
Powerest: Statistical Power Estimation For Spatial Transcriptomics Experiments To Detect Differentially Expressed Genes Between Two Conditions, Lan Shui, Anirban Maitra, Ying Yuan, Ken Lau, Harsimran Kaur, Liang Li, Ziyi Li
Powerest: Statistical Power Estimation For Spatial Transcriptomics Experiments To Detect Differentially Expressed Genes Between Two Conditions, Lan Shui, Anirban Maitra, Ying Yuan, Ken Lau, Harsimran Kaur, Liang Li, Ziyi Li
Faculty, Staff and Student Publications
Recent advancements in spatial transcriptomics (ST) have significantly enhanced biological research in various domains. However, the high cost for current ST data generation techniques restricts the large-scale application of ST. Consequently, maximization of the use of available resources to achieve robust statistical power for ST data is a pressing need. One fundamental question in ST analysis is detection of differentially expressed genes (DEGs) under different conditions using ST data. Such DEG analyses are performed frequently, but their power calculations are rarely discussed in the literature. To address this gap, we developed PoweREST, a power estimation tool designed to support the …
Crem Is A Regulatory Checkpoint Of Car And Il-15 Signalling In Nk Cells, Hind Rafei, Rafet Basar, Sunil Acharya, Yu-Sung Hsu, Pinghua Liu, Deqiang Zhang, Toszka Bohn, Qingnan Liang, Vakul Mohanty, Ranjan Upadhyay, Ping Li, Pravin Phadatare, Merve Dede, Donghai Xiong, Huihui Fan, Corry Mathew Jones, Sebastian Kunz, May Daher, Ana Karen Nunez Cortes, Mayra Shanley, Bin Liu, Sadie Mae Moseley, Chenyu Zhang, Dexing Fang, Pinaki Banerjee, Nadima Uprety, Ye Li, Rejeena Shrestha, Xinhai Wan, Hong Shen, Vernikka Woods, April Lamour Gilbert, Seema Rawal, Jinzhuang Dou, Yukun Tan, Jeong-Min Park, Francia Reyes Silva, Alexander Biederstädt, Mecit Kaplan, Xin Ru Jiang, Inci Biederstädt, Bijender Kumar, Silvia Tiberti, Madison Moore, Jingling Jin, Ryan Z Yang, Luis Muniz-Feliciano, Samuel Rosemore, Paul Lin, Gary M Deyter, Natalie Wall Fowlkes, Abhinav K Jain, David Marin, Anirban Maitra, Ken Chen, Tobias Bopp, Elizabeth J Shpall, Katayoun Rezvani
Crem Is A Regulatory Checkpoint Of Car And Il-15 Signalling In Nk Cells, Hind Rafei, Rafet Basar, Sunil Acharya, Yu-Sung Hsu, Pinghua Liu, Deqiang Zhang, Toszka Bohn, Qingnan Liang, Vakul Mohanty, Ranjan Upadhyay, Ping Li, Pravin Phadatare, Merve Dede, Donghai Xiong, Huihui Fan, Corry Mathew Jones, Sebastian Kunz, May Daher, Ana Karen Nunez Cortes, Mayra Shanley, Bin Liu, Sadie Mae Moseley, Chenyu Zhang, Dexing Fang, Pinaki Banerjee, Nadima Uprety, Ye Li, Rejeena Shrestha, Xinhai Wan, Hong Shen, Vernikka Woods, April Lamour Gilbert, Seema Rawal, Jinzhuang Dou, Yukun Tan, Jeong-Min Park, Francia Reyes Silva, Alexander Biederstädt, Mecit Kaplan, Xin Ru Jiang, Inci Biederstädt, Bijender Kumar, Silvia Tiberti, Madison Moore, Jingling Jin, Ryan Z Yang, Luis Muniz-Feliciano, Samuel Rosemore, Paul Lin, Gary M Deyter, Natalie Wall Fowlkes, Abhinav K Jain, David Marin, Anirban Maitra, Ken Chen, Tobias Bopp, Elizabeth J Shpall, Katayoun Rezvani
Faculty, Staff and Student Publications
Chimeric antigen receptor (CAR) natural killer (NK) cell immunotherapy offers a promising approach against cancer1-3. However, the molecular mechanisms that regulate CAR-NK cell activity remain unclear. Here we identify the transcription factor cyclic AMP response element modulator (CREM) as a crucial regulator of NK cell function. Transcriptomic analysis revealed a significant induction of CREM in CAR-NK cells during the peak of effector function after adoptive transfer in a tumour mouse model, and this peak coincided with signatures of both activation and dysfunction. We demonstrate that both CAR activation and interleukin-15 signalling rapidly induce CREM upregulation in NK cells. Functionally, CREM …
Mapping Mave Data For Use In Human Genomics Applications, Jeremy A Arbesfeld, Estelle Y Da, James S Stevenson, Kori Kuzma, Anika Paul, Tierra Farris, Benjamin J Capodanno, Sally B Grindstaff, Kevin Riehle, Nuno Saraiva-Agostinho, Jordan F Safer, Jonathan Casper, Maximilian Haeussler, Aleksandar Milosavljevic, Julia Foreman, Helen V Firth, Sarah E Hunt, Sumaiya Iqbal, Melissa S Cline, Alan F Rubin, Alex H Wagner
Mapping Mave Data For Use In Human Genomics Applications, Jeremy A Arbesfeld, Estelle Y Da, James S Stevenson, Kori Kuzma, Anika Paul, Tierra Farris, Benjamin J Capodanno, Sally B Grindstaff, Kevin Riehle, Nuno Saraiva-Agostinho, Jordan F Safer, Jonathan Casper, Maximilian Haeussler, Aleksandar Milosavljevic, Julia Foreman, Helen V Firth, Sarah E Hunt, Sumaiya Iqbal, Melissa S Cline, Alan F Rubin, Alex H Wagner
Faculty, Staff and Students Publications
Background: Experimental data from functional assays have a critical role in interpreting the impact of genetic variants. Assay data must be unambiguously mapped to a reference genome to make it accessible, but it is often reported relative to assay-specific sequences, complicating downstream use and integration of variant data across resources. To make multiplexed assays of variant effect (MAVE) data more broadly available to the research and clinical communities, the Atlas of Variant Effects Alliance mapped MAVE data from the MaveDB community database to human reference sequences, creating an extensive set of machine-readable homology mappings that are incorporated into widely used …
The Carsr Two-Component System Directly Controls Radd Expression As A Global Regulator That Senses Bacterial Coaggregation In Fusobacterium Nucleatum, Bibek G C, Chenggang Wu
The Carsr Two-Component System Directly Controls Radd Expression As A Global Regulator That Senses Bacterial Coaggregation In Fusobacterium Nucleatum, Bibek G C, Chenggang Wu
Faculty, Staff and Student Publications
Two-component systems (TCS) enable bacteria to sense and respond to environmental signals, facilitating rapid adaptation. Fusobacterium nucleatum, a key oral pathobiont, employs the CarSR TCS to modulate coaggregation with various gram-positive partners by regulating the expression of radD, encoding a surface adhesion protein, as revealed by RNA-Seq analysis. However, the direct regulation of the radD-containing operon (radABCD) by the response regulator CarR, the broader CarR regulon, and the signals sensed by this system remain unclear. In this study, chromatin immunoprecipitation followed by high-throughput DNA sequencing (ChIP-seq) identified approximately 161 CarR-enriched loci across the genome and …
Arid4b: An Orchestrator From Stem Cell Fate To Carcinogenesis, Rakhee Rathnam Kalari Kandy, Madan Kumar Arumugam, Mukesh Pratap Yadav, Bibhuti Bhusan Mishra, Jyotika Sharma
Arid4b: An Orchestrator From Stem Cell Fate To Carcinogenesis, Rakhee Rathnam Kalari Kandy, Madan Kumar Arumugam, Mukesh Pratap Yadav, Bibhuti Bhusan Mishra, Jyotika Sharma
Faculty, Staff and Student Publications
All biological processes, from embryonic development to cancer, are tightly controlled by the interactions between genetics and epigenetics. An array of epigenetic modifications, such as DNA methylation, histone/chromatin modifications, and noncoding RNA-mediated targeting, are essential to regulate the heritable changes that occur during multiple cellular processes. A failure in proper regulation results in inappropriate gene expression that ultimately leads to pathological states. Groundbreaking advances in genomics and transcriptomics have revealed the potential involvement of epigenetics in various physiological and pathological states. The promising clinical and preclinical results shown by epigenetics drugs further underscore the central role of epigenetics in multiple …
Rewired M6a Of Promoter Antisense Rnas In Alzheimer’S Disease Regulates Neuronal Genes In 3d Nucleome, Benxia Hu, Yuqiang Shi, Feng Xiong, Yi-Ting Chen, Xiaoyu Zhu, Elisa Carrillo, Xingzhao Wen, Nathan Drolet, Chetan Singh Rajpurohit, Xiangmin Xu, Dung-Fang Lee, Claudio Soto, Sheng Zhong, Vasanthi Jayaraman, Hui Zheng, Wenbo Li
Rewired M6a Of Promoter Antisense Rnas In Alzheimer’S Disease Regulates Neuronal Genes In 3d Nucleome, Benxia Hu, Yuqiang Shi, Feng Xiong, Yi-Ting Chen, Xiaoyu Zhu, Elisa Carrillo, Xingzhao Wen, Nathan Drolet, Chetan Singh Rajpurohit, Xiangmin Xu, Dung-Fang Lee, Claudio Soto, Sheng Zhong, Vasanthi Jayaraman, Hui Zheng, Wenbo Li
Faculty, Staff and Student Publications
N6-methyladenosine (m6A) is an abundant internal RNA modification that can impact gene expression at both post-transcriptional and transcriptional levels. However, the landscapes and functions of m6A in human brains and neurodegenerative diseases, including Alzheimer's disease (AD), are under-explored. Here, we examined RNA m6A methylome using total RNA-seq and meRIP-seq in middle frontal cortex of post-mortem brains from individuals with or without AD, which revealed m6A alteration on both mRNAs and various noncoding RNAs. Notably, many promoter-antisense RNAs (paRNAs) displayed cell-type-specific expression and changes in AD, including one produced adjacent to MAPT that encodes the Tau protein. MAPT-paRNA is highly expressed …
Gsk-3484862, A Dnmt1 Degrader, Promotes Dnmt3b Expression In Lung Cancer Cells, Qin Chen, Swanand Hardikar, Kimie Kondo, Nan Dai, Ivan R Corrêa Jr, Meigen Yu, Marcos R Estecio, Xing Zhang, Taiping Chen, Xiaodong Cheng
Gsk-3484862, A Dnmt1 Degrader, Promotes Dnmt3b Expression In Lung Cancer Cells, Qin Chen, Swanand Hardikar, Kimie Kondo, Nan Dai, Ivan R Corrêa Jr, Meigen Yu, Marcos R Estecio, Xing Zhang, Taiping Chen, Xiaodong Cheng
Faculty, Staff and Student Publications
DNA methylation alterations, including hypermethylation and silencing of tumor suppressor genes, contribute to cancer formation and progression. The FDA-approved nucleoside analogs azacytidine and decitabine are effective demethylating agents for hematologic malignancies but their general use has been limited by their toxicity and ineffectiveness against solid tumors. GSK-3484862, a dicyanopyridine-containing, DNMT1-selective inhibitor and degrader, offers a promising lead for developing novel demethylating therapeutics. Here, we demonstrate that GSK-3484862 treatment upregulates DNMT3B expression in lung cancer cell lines (A549 and NCI-H1299). Disrupting DNMT3B in NCI-H1299 sensitizes these cells to GSK-3484862, enhancing its inhibitory effects on cell viability and growth. GSK-3484862 treatment induces …
Heterozygous Kmt2d Loss Diminishes Enhancers To Render Medulloblastoma Cells Vulnerable To Combinatory Inhibition Of Lsd1 And Oxphos, Shilpa S Dhar, Calena Brown, Ali Rizvi, Lauren Reed, Sivareddy Kotla, Constantin Zod, Janak Abraham, Jun-Ichi Abe, Veena Rajaram, Kaifu Chen, Min Gyu Lee
Heterozygous Kmt2d Loss Diminishes Enhancers To Render Medulloblastoma Cells Vulnerable To Combinatory Inhibition Of Lsd1 And Oxphos, Shilpa S Dhar, Calena Brown, Ali Rizvi, Lauren Reed, Sivareddy Kotla, Constantin Zod, Janak Abraham, Jun-Ichi Abe, Veena Rajaram, Kaifu Chen, Min Gyu Lee
Faculty, Staff and Student Publications
The histone H3 lysine 4 (H3K4) methyltransferase KMT2D (also called MLL4) is one of the most frequently mutated epigenetic modifiers in many cancers, including medulloblastoma (MB). Notably, heterozygous KMT2D loss frequently occurs in MB and other cancers. However, its oncogenic role remains largely uncharacterized. Here, we show that heterozygous Kmt2d loss in murine cerebellar regions promotes MB genesis driven by heterozygous loss of the MB-suppressor gene Ptch via the upregulation of tumor-promoting programs (e.g., oxidative phosphorylation [OXPHOS]). Downregulation of the transcription-repressive tumor suppressor NCOR2 by heterozygous Kmt2d loss, along with Ptch
Histone Methyltransferase Ash1l Primes Metastases And Metabolic Reprogramming Of Macrophages In The Bone Niche, Chenling Meng, Kevin Lin, Wei Shi, Hongqi Teng, Xinhai Wan, Anna Debruine, Yin Wang, Xin Liang, Javier Leo, Feiyu Chen, Qianlin Gu, Jie Zhang, Vivien Van, Kiersten L Maldonado, Boyi Gan, Li Ma, Yue Lu, Di Zhao
Histone Methyltransferase Ash1l Primes Metastases And Metabolic Reprogramming Of Macrophages In The Bone Niche, Chenling Meng, Kevin Lin, Wei Shi, Hongqi Teng, Xinhai Wan, Anna Debruine, Yin Wang, Xin Liang, Javier Leo, Feiyu Chen, Qianlin Gu, Jie Zhang, Vivien Van, Kiersten L Maldonado, Boyi Gan, Li Ma, Yue Lu, Di Zhao
Faculty, Staff and Student Publications
Bone metastasis is a major cause of cancer death; however, the epigenetic determinants driving this process remain elusive. Here, we report that histone methyltransferase ASH1L is genetically amplified and is required for bone metastasis in men with prostate cancer. ASH1L rewires histone methylations and cooperates with HIF-1α to induce pro-metastatic transcriptome in invading cancer cells, resulting in monocyte differentiation into lipid-associated macrophage (LA-TAM) and enhancing their pro-tumoral phenotype in the metastatic bone niche. We identified IGF-2 as a direct target of ASH1L/HIF-1α and mediates LA-TAMs' differentiation and phenotypic changes by reprogramming oxidative phosphorylation. Pharmacologic inhibition of the ASH1L-HIF-1α-macrophages axis elicits …
Epigenome-Wide Dna Methylation Association Study Of Chip Provides Insight Into Perturbed Gene Regulation, Sara Kirmani, Tianxiao Huan, Joseph C Van Amburg, Roby Joehanes, Md Mesbah Uddin, Ngoc Quynh H Nguyen, Bing Yu, Jennifer A Brody, Myriam Fornage, Jan Bressler, Nona Sotoodehnia, David A Ong, Fabio Puddu, James S Floyd, Christie M Ballantyne, Bruce M Psaty, Laura M Raffield, Pradeep Natarajan, Karen N Conneely, Joshua S Weinstock, April P Carson, Leslie A Lange, Kendra Ferrier, Nancy L Heard-Costa, Joanne Murabito, Alexander G Bick, Daniel Levy
Epigenome-Wide Dna Methylation Association Study Of Chip Provides Insight Into Perturbed Gene Regulation, Sara Kirmani, Tianxiao Huan, Joseph C Van Amburg, Roby Joehanes, Md Mesbah Uddin, Ngoc Quynh H Nguyen, Bing Yu, Jennifer A Brody, Myriam Fornage, Jan Bressler, Nona Sotoodehnia, David A Ong, Fabio Puddu, James S Floyd, Christie M Ballantyne, Bruce M Psaty, Laura M Raffield, Pradeep Natarajan, Karen N Conneely, Joshua S Weinstock, April P Carson, Leslie A Lange, Kendra Ferrier, Nancy L Heard-Costa, Joanne Murabito, Alexander G Bick, Daniel Levy
Faculty, Staff and Student Publications
With age, hematopoietic stem cells can acquire somatic mutations in leukemogenic genes that confer a proliferative advantage in a phenomenon termed CHIP. How these mutations result in increased risk for numerous age-related diseases remains poorly understood. We conduct a multiracial meta-analysis of EWAS of CHIP in the Framingham Heart Study, Jackson Heart Study, Cardiovascular Health Study, and Atherosclerosis Risk in Communities cohorts (N = 8196) to elucidate the molecular mechanisms underlying CHIP and illuminate how these changes influence cardiovascular disease risk. We functionally validate the EWAS findings using human hematopoietic stem cell models of CHIP. We then use expression quantitative …
The Lung Cancer Autochthonous Model Gene Expression Database Enables Cross-Study Comparisons Of The Transcriptomic Landscapes Across Mouse Models, Ling Cai, Fangjiang Wu, Qinbo Zhou, Ying Gao, Bo Yao, Ralph J Deberardinis, George K Acquaah-Mensah, Vassilis Aidinis, Jennifer E Beane, Shyam Biswal, Ting Chen, Carla P Concepcion-Crisol, Barbara M Grüner, Deshui Jia, Robert A Jones, Jonathan M Kurie, Min Gyu Lee, Per Lindahl, Yonathan Lissanu, Corina Lorz, David Macpherson, Rosanna Martinelli, Pawel K Mazur, Sarah A Mazzilli, Shinji Mii, Herwig P Moll, Roger A Moorehead, Edward E Morrisey, Sheng Rong Ng, Matthew G Oser, Arun R Pandiri, Charles A Powell, Giorgio Ramadori, Mirentxu Santos, Eric L Snyder, Rocio Sotillo, Kang-Yi Su, Tetsuro Taki, Kekoa Taparra, Phuoc T Tran, Yifeng Xia, J Edward Van Veen, Monte M Winslow, Guanghua Xiao, Charles M Rudin, Trudy G Oliver, Yang Xie, John D Minna
The Lung Cancer Autochthonous Model Gene Expression Database Enables Cross-Study Comparisons Of The Transcriptomic Landscapes Across Mouse Models, Ling Cai, Fangjiang Wu, Qinbo Zhou, Ying Gao, Bo Yao, Ralph J Deberardinis, George K Acquaah-Mensah, Vassilis Aidinis, Jennifer E Beane, Shyam Biswal, Ting Chen, Carla P Concepcion-Crisol, Barbara M Grüner, Deshui Jia, Robert A Jones, Jonathan M Kurie, Min Gyu Lee, Per Lindahl, Yonathan Lissanu, Corina Lorz, David Macpherson, Rosanna Martinelli, Pawel K Mazur, Sarah A Mazzilli, Shinji Mii, Herwig P Moll, Roger A Moorehead, Edward E Morrisey, Sheng Rong Ng, Matthew G Oser, Arun R Pandiri, Charles A Powell, Giorgio Ramadori, Mirentxu Santos, Eric L Snyder, Rocio Sotillo, Kang-Yi Su, Tetsuro Taki, Kekoa Taparra, Phuoc T Tran, Yifeng Xia, J Edward Van Veen, Monte M Winslow, Guanghua Xiao, Charles M Rudin, Trudy G Oliver, Yang Xie, John D Minna
Faculty, Staff and Student Publications
Lung cancer, the leading cause of cancer mortality, exhibits diverse histological subtypes and genetic complexities. Numerous preclinical mouse models have been developed to study lung cancer, but data from these models are disparate, siloed, and difficult to compare in a centralized fashion. In this study, we established the Lung Cancer Autochthonous Model Gene Expression Database (LCAMGDB), an extensive repository of 1,354 samples from 77 transcriptomic datasets covering 974 samples from genetically engineered mouse models (GEMMs), 368 samples from carcinogen-induced models, and 12 samples from a spontaneous model. Meticulous curation and collaboration with data depositors produced a robust and comprehensive database, …
The Multilayered Transcriptional Architecture Of Glioblastoma Ecosystems, Masashi Nomura, Avishay Spitzer, Kevin C Johnson, Luciano Garofano, Djamel Nehar-Belaid, Noam Galili Darnell, Alissa C Greenwald, Lillian Bussema, Young Taek Oh, Frederick S Varn, Fulvio D'Angelo, Simon Gritsch, Kevin J Anderson, Simona Migliozzi, L Nicolas Gonzalez Castro, Tamrin Chowdhfury, Nicolas Robine, Catherine Reeves, Jong Bae Park, Anuja Lipsa, Frank Hertel, Anna Golebiewska, Simone P Niclou, Labeeba Nusrat, Sorcha Kellet, Sunit Das, Hyo Eun Moon, Sun Ha Paek, Franck Bielle, Alice Laurenge, Anna Luisa Di Stefano, Bertrand Mathon, Alberto Picca, Marc Sanson, Shota Tanaka, Nobuhito Saito, David M Ashley, Stephen T Keir, Keith L Ligon, Jason T Huse, W K Alfred Yung, Anna Lasorella, Roel G W Verhaak, Antonio Iavarone, Mario L Suvà, Itay Tirosh
The Multilayered Transcriptional Architecture Of Glioblastoma Ecosystems, Masashi Nomura, Avishay Spitzer, Kevin C Johnson, Luciano Garofano, Djamel Nehar-Belaid, Noam Galili Darnell, Alissa C Greenwald, Lillian Bussema, Young Taek Oh, Frederick S Varn, Fulvio D'Angelo, Simon Gritsch, Kevin J Anderson, Simona Migliozzi, L Nicolas Gonzalez Castro, Tamrin Chowdhfury, Nicolas Robine, Catherine Reeves, Jong Bae Park, Anuja Lipsa, Frank Hertel, Anna Golebiewska, Simone P Niclou, Labeeba Nusrat, Sorcha Kellet, Sunit Das, Hyo Eun Moon, Sun Ha Paek, Franck Bielle, Alice Laurenge, Anna Luisa Di Stefano, Bertrand Mathon, Alberto Picca, Marc Sanson, Shota Tanaka, Nobuhito Saito, David M Ashley, Stephen T Keir, Keith L Ligon, Jason T Huse, W K Alfred Yung, Anna Lasorella, Roel G W Verhaak, Antonio Iavarone, Mario L Suvà, Itay Tirosh
Faculty, Staff and Student Publications
In isocitrate dehydrogenase wildtype glioblastoma (GBM), cellular heterogeneity across and within tumors may drive therapeutic resistance. Here we analyzed 121 primary and recurrent GBM samples from 59 patients using single-nucleus RNA sequencing and bulk tumor DNA sequencing to characterize GBM transcriptional heterogeneity. First, GBMs can be classified by their broad cellular composition, encompassing malignant and nonmalignant cell types. Second, in each cell type we describe the diversity of cellular states and their pathway activation, particularly an expanded set of malignant cell states, including glial progenitor cell-like, neuronal-like and cilia-like. Third, the remaining variation between GBMs highlights three baseline gene expression …
Bilateral Germ Cell Tumor Of The Testis: Biological And Clinical Implications For A Stem Versus Genetic Origin Of Cancers, Jamaal C Jackson, Darren Sanchez, Aron Y Joon, Marcos R Estecio, Andrew C Johns, Amishi Y Shah, Matthew Campbell, John F Ward, Louis L Pisters, Charles C Guo, Miao Zhang, Niki M Zacharias, Shi-Ming Tu
Bilateral Germ Cell Tumor Of The Testis: Biological And Clinical Implications For A Stem Versus Genetic Origin Of Cancers, Jamaal C Jackson, Darren Sanchez, Aron Y Joon, Marcos R Estecio, Andrew C Johns, Amishi Y Shah, Matthew Campbell, John F Ward, Louis L Pisters, Charles C Guo, Miao Zhang, Niki M Zacharias, Shi-Ming Tu
Faculty, Staff and Student Publications
Germ cell tumors of the testis (GCTs) provide an ideal tumor model to investigate the cellular versus genetic origin of cancers. In this single institutional study, we evaluated 38 patients with bilateral GCT, including tumors that occurred simultaneously (synchronous) and those occurring at different times (metachronous). For nine of these patients, DNA was isolated from the right and left GCT to determine the genomic and epigenetic differences between tissues using whole-exome sequencing (WES) and reduced representation bisulfite sequencing (RRBS). We found that seminomas and non-seminomas are molecularly distinct based on DNA methylation and not due to synchronous or metachronous disease. …
Swi/Snf Complex-Mediated Znf410 Cooperative Binding Maintains Chromatin Accessibility And Enhancer Activity, Siyuan Xu, Chuxuan Peng, Ren Ren, Haowen Lu, Han Zhao, Sijian Xia, Yijie Shen, Bin Xu, Haoyue Zhang, Xiaodong Cheng, Gerd A Blobel, Xianjiang Lan
Swi/Snf Complex-Mediated Znf410 Cooperative Binding Maintains Chromatin Accessibility And Enhancer Activity, Siyuan Xu, Chuxuan Peng, Ren Ren, Haowen Lu, Han Zhao, Sijian Xia, Yijie Shen, Bin Xu, Haoyue Zhang, Xiaodong Cheng, Gerd A Blobel, Xianjiang Lan
Faculty, Staff and Student Publications
The clustering of multiple transcription factor binding sites (TFBSs) for the same TF has proved to be a pervasive feature of cis-regulatory elements in the eukaryotic genome. However, the contribution of binding sites within the homotypic clusters of TFBSs (HCTs) to TF binding and target gene expression remains to be understood. Here, we characterize the CHD4 enhancers that harbor unique functional ZNF410 HCTs genome wide. We uncover that ZNF410 controls chromatin accessibility and activity of the CHD4 enhancer regions. We demonstrate that ZNF410 binds to the HCTs in a collaborative fashion, further conferring transcriptional activation. In particular, three ZNF410 motifs …
The Zbtb24-Cdca7-Hells Axis Suppresses The Totipotent 2c-Like Reprogramming By Maintaining Dux Methylation And Repression, Dan Guo, Zeling Du, Youqi Liu, Meiqi Lin, Yue Lu, Swanand Hardikar, Yanna Xue, Jinghong Zhang, Taiping Chen, Jiameng Dan
The Zbtb24-Cdca7-Hells Axis Suppresses The Totipotent 2c-Like Reprogramming By Maintaining Dux Methylation And Repression, Dan Guo, Zeling Du, Youqi Liu, Meiqi Lin, Yue Lu, Swanand Hardikar, Yanna Xue, Jinghong Zhang, Taiping Chen, Jiameng Dan
Faculty, Staff and Student Publications
Two-cell-like cells (2CLCs), a rare population (∼0.5%) in mouse embryonic stem cell (mESC) cultures, are in a transient totipotent-like state resembling that of 2C-stage embryos, and their discovery and characterization have greatly facilitated the study of early developmental events, such as zygotic genome activation. However, the molecular determinants governing 2C-like reprogramming remain to be elucidated. Here, we show that ZBTB24, CDCA7, and HELLS, components of a molecular pathway that is involved in the pathogenesis of immunodeficiency, centromeric instability, and facial anomalies (ICF) syndrome, function as negative regulators of 2C-like reprogramming by maintaining DNA methylation of the Dux cluster, a master …
Histone Acetylation Modulators In Breast Cancer, Xueying Yuan, Jeffrey M Rosen
Histone Acetylation Modulators In Breast Cancer, Xueying Yuan, Jeffrey M Rosen
Faculty, Staff and Students Publications
Breast cancer is the most prevalent cancer in women worldwide. Aberrant epigenetic reprogramming such as dysregulation of histone acetylation has been associated with the development of breast cancer. Histone acetylation modulators have been targeted as potential treatments for breast cancer. This review comprehensively discusses the roles of these modulators and the effects of their inhibitors on breast cancer. In addition, epigenetic reprogramming not only affects breast cancer cells but also the immunosuppressive myeloid cells, which can facilitate breast cancer progression. Therefore, the review also highlights the roles of these immunosuppressive myeloid cells and summarizes how histone acetylation modulators affect their …
Developmental Differentiation Of Mouse Inner Ear Neuron Subpopulations Resolved With A Peripherin-Promoter Reporter Within The Grm8 Locus, Lily J Pearson, Jeremy L Pinyon, Jennie M E Cederholm, Georg Von Jonquieres, Florence Bartlett, Xabier Vázquez-Campos, Fabien Delerue, Lars M Ittner, Gary D Housley
Developmental Differentiation Of Mouse Inner Ear Neuron Subpopulations Resolved With A Peripherin-Promoter Reporter Within The Grm8 Locus, Lily J Pearson, Jeremy L Pinyon, Jennie M E Cederholm, Georg Von Jonquieres, Florence Bartlett, Xabier Vázquez-Campos, Fabien Delerue, Lars M Ittner, Gary D Housley
Faculty, Staff and Student Publications
Molecular profiling of inner ear neurons has broadened the classification of the primary afferents that support neural coding for hearing and balance. To extend spatiotemporal characterization of auditory and vestibular neuron diversity, we established a transgenic reporter mouse model (Prphp-mCherry), where elements of the peripherin promoter (Prphp) drive expression of the mCherry fluorescent reporter. Type III intermediate filament protein peripherin expression is a marker for type II spiral ganglion neurons (SGN) that innervate the cochlear outer hair cells, and the small diameter 'bouton' vestibular ganglion neurons (VGN) innervating the type II vestibular hair cells. Using Nanopore genome sequencing, the integration …
Diverse Ancestral Representation Improves Genetic Intolerance Metrics, Alexander L Han, Chloe F Sands, Dorota Matelska, Jessica C Butts, Vida Ravanmehr, Fengyuan Hu, Esmeralda Villavicencio Gonzalez, Nicholas Katsanis, Carlos D Bustamante, Quanli Wang, Slavé Petrovski, Dimitrios Vitsios, Ryan S Dhindsa
Diverse Ancestral Representation Improves Genetic Intolerance Metrics, Alexander L Han, Chloe F Sands, Dorota Matelska, Jessica C Butts, Vida Ravanmehr, Fengyuan Hu, Esmeralda Villavicencio Gonzalez, Nicholas Katsanis, Carlos D Bustamante, Quanli Wang, Slavé Petrovski, Dimitrios Vitsios, Ryan S Dhindsa
Duncan NRI Faculty and Staff Publications
The unprecedented scale of genomic databases has revolutionized our ability to identify regions in the human genome intolerant to variation—regions often implicated in disease. However, these datasets remain constrained by limited ancestral diversity. Here, we analyze whole-exome sequencing data from 460,551 UK Biobank and 125,748 Genome Aggregation Database (gnomAD) participants across multiple ancestries to test several key intolerance metrics, including the Residual Variance Intolerance Score (RVIS), Missense Tolerance Ratio (MTR), and Loss-of-Function Observed/Expected ratio (LOF O/E). We demonstrate that increasing ancestral representation, rather than sample size alone, critically drives their performance. Scores trained on variation observed in African and Admixed …
Molecular Model Of Tfiih Recruitment To The Transcription-Coupled Repair Machinery, Tanmoy Paul, Chunli Yan, Jina Yu, Susan E Tsutakawa, John A Tainer, Dong Wang, Ivaylo Ivanov
Molecular Model Of Tfiih Recruitment To The Transcription-Coupled Repair Machinery, Tanmoy Paul, Chunli Yan, Jina Yu, Susan E Tsutakawa, John A Tainer, Dong Wang, Ivaylo Ivanov
Faculty, Staff and Student Publications
Transcription-coupled repair (TCR) is a vital nucleotide excision repair sub-pathway that removes DNA lesions from actively transcribed DNA strands. Binding of CSB to lesion-stalled RNA Polymerase II (Pol II) initiates TCR by triggering the recruitment of downstream repair factors. Yet it remains unknown how transcription factor IIH (TFIIH) is recruited to the intact TCR complex. Combining existing structural data with AlphaFold predictions, we build an integrative model of the initial TFIIH-bound TCR complex. We show how TFIIH can be first recruited in an open repair-inhibited conformation, which requires subsequent CAK module removal and conformational closure to process damaged DNA. In …
Cryptic Kmt2a::Afdn Fusion Due To Afdn Insertion Into Kmt2a In A Patient With Acute Monoblastic Leukemia, Qing Wei, Gokce A Toruner, Beenu Thakral, Keyur P Patel, Naveen Pemmaraju, Sa A Wang, Rashmi Kanagal-Shamanna, Guilin Tang, Ghayas C Issa, Sanam Loghavi, L Jeffrey Medeiros, Courtney Dinardo
Cryptic Kmt2a::Afdn Fusion Due To Afdn Insertion Into Kmt2a In A Patient With Acute Monoblastic Leukemia, Qing Wei, Gokce A Toruner, Beenu Thakral, Keyur P Patel, Naveen Pemmaraju, Sa A Wang, Rashmi Kanagal-Shamanna, Guilin Tang, Ghayas C Issa, Sanam Loghavi, L Jeffrey Medeiros, Courtney Dinardo
Faculty, Staff and Student Publications
Background: KMT2A rearrangements occur in ~10% of acute myeloid leukemia (AML) cases and are critical for classification, risk stratification, and use of targeted therapy. However, insertions involving the KMT2A gene can evade detection using chromosomal analysis and/or fluorescence in situ hybridization (FISH).
Methods: We present a case of a 22-year-old woman with acute monoblastic leukemia harboring a cryptic KMT2A::AFDN fusion identified by RNA sequencing. Initial FISH showed a 3' KMT2A deletion, while conventional karyotyping and the automated bioinformatic pipeline for optical genome mapping (OGM) did not identify the canonical translocation.
Results: To resolve these discrepancies, metaphase KMT2A FISH (break-apart fusion …
Cryptic Kmt2a::Afdn Fusion Due To Afdn Insertion Into Kmt2a In A Patient With Acute Monoblastic Leukemia, Qing Wei, Gokce A Toruner, Beenu Thakral, Keyur P Patel, Naveen Pemmaraju, Sa A Wang, Rashmi Kanagal-Shamanna, Guilin Tang, Ghayas C Issa, Sanam Loghavi, L Jeffrey Medeiros, Courtney Dinardo
Cryptic Kmt2a::Afdn Fusion Due To Afdn Insertion Into Kmt2a In A Patient With Acute Monoblastic Leukemia, Qing Wei, Gokce A Toruner, Beenu Thakral, Keyur P Patel, Naveen Pemmaraju, Sa A Wang, Rashmi Kanagal-Shamanna, Guilin Tang, Ghayas C Issa, Sanam Loghavi, L Jeffrey Medeiros, Courtney Dinardo
Faculty, Staff and Student Publications
Background: KMT2A rearrangements occur in ~10% of acute myeloid leukemia (AML) cases and are critical for classification, risk stratification, and use of targeted therapy. However, insertions involving the KMT2A gene can evade detection using chromosomal analysis and/or fluorescence in situ hybridization (FISH).
Methods: We present a case of a 22-year-old woman with acute monoblastic leukemia harboring a cryptic KMT2A::AFDN fusion identified by RNA sequencing. Initial FISH showed a 3' KMT2A deletion, while conventional karyotyping and the automated bioinformatic pipeline for optical genome mapping (OGM) did not identify the canonical translocation.
Results: To resolve these discrepancies, metaphase KMT2A FISH (break-apart fusion …
Pspc1 Exerts An Oncogenic Role In Aml By Regulating A Leukemic Transcription Program In Cooperation With Pu1, Juyeong Hong, Pinpin Sui, Ying Li, Kerryn Y Xu, Ji-Hoon Lee, Juan Wang, Shi Chen, Peng Zhang, Noah Wingate, Asra Noor, Yaxia Yuan, Robert Hromas, Hongwei Zhou, Karina Hamamoto, Rui Su, C Cameron Yin, Fengxi Ye, Andrés E Quesada, Jianjun Chen, Suming Huang, Daohong Zhou, M James You, Feng-Chun Yang, Jianlong Wang, Mingjiang Xu
Pspc1 Exerts An Oncogenic Role In Aml By Regulating A Leukemic Transcription Program In Cooperation With Pu1, Juyeong Hong, Pinpin Sui, Ying Li, Kerryn Y Xu, Ji-Hoon Lee, Juan Wang, Shi Chen, Peng Zhang, Noah Wingate, Asra Noor, Yaxia Yuan, Robert Hromas, Hongwei Zhou, Karina Hamamoto, Rui Su, C Cameron Yin, Fengxi Ye, Andrés E Quesada, Jianjun Chen, Suming Huang, Daohong Zhou, M James You, Feng-Chun Yang, Jianlong Wang, Mingjiang Xu
Faculty, Staff and Student Publications
Acute myeloid leukemia (AML) is an aggressive hematopoietic malignancy characterized by the blockage of myeloid cell differentiation and uncontrolled proliferation of immature myeloid cells. Here, we show that paraspeckle component 1 (PSPC1) is aberrantly overexpressed and associated with poor survival in AML patients. Using human AML cells and mouse models, we demonstrate that PSPC1 is not required for normal hematopoiesis, but it is critical and essential for AML cells to maintain their leukemic characteristics. PSPC1 loss induces robust differentiation, suppresses proliferation, and abolishes leukemogenesis in diverse AML cells. Mechanistically, PSPC1 exerts a pro-leukemia effect by regulating a unique leukemic transcription …
Genomic Balancing Act: Deciphering Dna Rearrangements In The Complex Chromosomal Aberration Involving 5p152, 2q311, And 18q2132, Zain Dardas, Dana Marafi, Ruizhi Duan, Jawid M Fatih, Omnia F El-Rashidy, Christopher M Grochowski, Claudia M B Carvalho, Shalini N Jhangiani, Weimin Bi, Haowei Du, Richard A Gibbs, Jennifer E Posey, Daniel G Calame, Maha S Zaki, James R Lupski
Genomic Balancing Act: Deciphering Dna Rearrangements In The Complex Chromosomal Aberration Involving 5p152, 2q311, And 18q2132, Zain Dardas, Dana Marafi, Ruizhi Duan, Jawid M Fatih, Omnia F El-Rashidy, Christopher M Grochowski, Claudia M B Carvalho, Shalini N Jhangiani, Weimin Bi, Haowei Du, Richard A Gibbs, Jennifer E Posey, Daniel G Calame, Maha S Zaki, James R Lupski
Faculty, Staff and Students Publications
Despite extensive research into the genetic underpinnings of neurodevelopmental disorders (NDD), many clinical cases remain unresolved. We studied a female proband with a NDD, mildly dysmorphic facial features, and brain stem hypoplasia on neuroimaging. Comprehensive genomic analyses revealed a terminal 5p loss and a terminal 18q gain in the proband while a diploid copy number for chromosomes 5 and 18 in both parents. Genomic investigations in the proband identified an unbalanced translocation t(5;18) with additional genetic material from chromosome 2 (2q31.3) inserted at the breakpoint, pointing to a complex chromosomal rearrangement (CCR) involving 5p15.2, 2q31.3, and 18q21.32. Breakpoint junction analyses …
A Predictive Chromatin Architecture Nexus Regulates Transcription And Dna Damage Repair, Audesh Bhat, Sonali Bhan, Aindrila Kabiraj, Raj K Pandita, Keneth S Ramos, Sandhik Nandi, Shreya Sopori, Parthas S Sarkar, Arti Dhar, Shruti Pandita, Rakesh Kumar, Chandrima Das, John A Tainer, Tej K Pandita
A Predictive Chromatin Architecture Nexus Regulates Transcription And Dna Damage Repair, Audesh Bhat, Sonali Bhan, Aindrila Kabiraj, Raj K Pandita, Keneth S Ramos, Sandhik Nandi, Shreya Sopori, Parthas S Sarkar, Arti Dhar, Shruti Pandita, Rakesh Kumar, Chandrima Das, John A Tainer, Tej K Pandita
Faculty, Staff and Student Publications
Genomes are blueprints of life essential for an organism's survival, propagation, and evolutionary adaptation. Eukaryotic genomes comprise of DNA, core histones, and several other nonhistone proteins, packaged into chromatin in the tiny confines of nucleus. Chromatin structural organization restricts transcription factors to access DNA, permitting binding only after specific chromatin remodeling events. The fundamental processes in living cells, including transcription, replication, repair, and recombination, are thus regulated by chromatin structure through ATP-dependent remodeling, histone variant incorporation, and various covalent histone modifications including phosphorylation, acetylation, and ubiquitination. These modifications, particularly involving histone variant H2AX, furthermore play crucial roles in DNA damage …
Inhibition Of Histone Methyltransferase Ezh2 For Immune Interception Of Colorectal Cancer In Lynch Syndrome, Charles M Bowen, Fahriye Duzagac, Abel Martel-Martel, Laura Reyes-Uribe, Mahira Zaheer, Jacklyn Thompson, Nan Deng, Ria Sinha, Soham Mazumdar, Melissa W Taggart, Abhinav K Jain, Elena Tosti, Winfried Edelmann, Krishna M Sinha, Eduardo Vilar
Inhibition Of Histone Methyltransferase Ezh2 For Immune Interception Of Colorectal Cancer In Lynch Syndrome, Charles M Bowen, Fahriye Duzagac, Abel Martel-Martel, Laura Reyes-Uribe, Mahira Zaheer, Jacklyn Thompson, Nan Deng, Ria Sinha, Soham Mazumdar, Melissa W Taggart, Abhinav K Jain, Elena Tosti, Winfried Edelmann, Krishna M Sinha, Eduardo Vilar
Faculty, Staff and Student Publications
Colorectal precancers in Lynch syndrome (LS) exhibit a distinct immune profile, presenting unique opportunities for developing immune-interception strategies to prevent carcinogenesis. Epigenetic modulation by EZH2 of immune-related genes is implicated in the carcinogenesis of different cancer types, including colorectal cancer. This study utilizes a mouse model of LS and ex vivo colonic organoids to assess the effects of the EZH2 inhibitor GSK503 on immune regulatory pathways, tumorigenesis, and epigenetic reprogramming. Our findings revealed that GSK503 significantly increased CD4+ and CD8+ T cells in both splenocytes and colonic mucosa of treated mice compared with controls. Additionally, a preventive dose of GSK503 …
Classification Of Non-Tcga Cancer Samples To Tcga Molecular Subtypes Using Compact Feature Sets, Kyle Ellrott, Christopher K Wong, Christina Yau, Mauro A A Castro, Jordan A Lee, Brian J Karlberg, Jasleen K Grewal, Vincenzo Lagani, Bahar Tercan, Verena Friedl, Toshinori Hinoue, Vladislav Uzunangelov, Lindsay Westlake, Xavier Loinaz, Ina Felau, Peggy I Wang, Anab Kemal, Samantha J Caesar-Johnson, Ilya Shmulevich, Alexander J Lazar, Ioannis Tsamardinos, Katherine A Hoadley, Cancer Genome Atlas Analysis Network, A Gordon Robertson, Theo A Knijnenburg, Christopher C Benz, Joshua M Stuart, Jean C Zenklusen, Andrew D Cherniack, Peter W Laird
Classification Of Non-Tcga Cancer Samples To Tcga Molecular Subtypes Using Compact Feature Sets, Kyle Ellrott, Christopher K Wong, Christina Yau, Mauro A A Castro, Jordan A Lee, Brian J Karlberg, Jasleen K Grewal, Vincenzo Lagani, Bahar Tercan, Verena Friedl, Toshinori Hinoue, Vladislav Uzunangelov, Lindsay Westlake, Xavier Loinaz, Ina Felau, Peggy I Wang, Anab Kemal, Samantha J Caesar-Johnson, Ilya Shmulevich, Alexander J Lazar, Ioannis Tsamardinos, Katherine A Hoadley, Cancer Genome Atlas Analysis Network, A Gordon Robertson, Theo A Knijnenburg, Christopher C Benz, Joshua M Stuart, Jean C Zenklusen, Andrew D Cherniack, Peter W Laird
Faculty, Staff and Student Publications
Molecular subtypes, such as defined by The Cancer Genome Atlas (TCGA), delineate a cancer's underlying biology, bringing hope to inform a patient's prognosis and treatment plan. However, most approaches used in the discovery of subtypes are not suitable for assigning subtype labels to new cancer specimens from other studies or clinical trials. Here, we address this barrier by applying five different machine learning approaches to multi-omic data from 8,791 TCGA tumor samples comprising 106 subtypes from 26 different cancer cohorts to build models based upon small numbers of features that can classify new samples into previously defined TCGA molecular subtypes-a …