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Articles 9301 - 9330 of 13923
Full-Text Articles in Entire DC Network
Detecting And Distinguishing Indicators Of Risk For Suicide Using Clinical Records, Brian K. Ahmedani, Cara E. Cannella, Hsueh-Han Yeh, Joslyn Westphal, Gregory E. Simon, Arne Beck, Rebecca C. Rossom, Frances L. Lynch, Christine Y. Lu, Ashli A. Owen-Smith, Kelsey J. Sala-Hamrick, Catherine Frank, Esther Akinyemi, Ganj Beebani, Christopher Busuito, Jennifer M. Boggs, Yihe G. Daida, Stephen Waring, Hongsheng Gui, Albert M. Levin
Detecting And Distinguishing Indicators Of Risk For Suicide Using Clinical Records, Brian K. Ahmedani, Cara E. Cannella, Hsueh-Han Yeh, Joslyn Westphal, Gregory E. Simon, Arne Beck, Rebecca C. Rossom, Frances L. Lynch, Christine Y. Lu, Ashli A. Owen-Smith, Kelsey J. Sala-Hamrick, Catherine Frank, Esther Akinyemi, Ganj Beebani, Christopher Busuito, Jennifer M. Boggs, Yihe G. Daida, Stephen Waring, Hongsheng Gui, Albert M. Levin
Center for Health Policy and Health Services Research Articles
Health systems are essential for suicide risk detection. Most efforts target people with mental health (MH) diagnoses, but this only represents half of the people who die by suicide. This study seeks to discover and validate health indicators of suicide death among those with, and without, MH diagnoses. This case-control study used statistical modeling with health record data on diagnoses, procedures, and encounters. The study included 3,195 individuals who died by suicide from 2000 to 2015 and 249,092 randomly selected matched controls, who were age 18+ and affiliated with nine Mental Health Research Network affiliated health systems. Of the 202 …
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
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. …
Outcomes For Patients With Severe Chronic Neutropenia Treated With Granulocyte Colony-Stimulating Factor, David C Dale, Audrey Anna Bolyard, James A Shannon, James A Connelly, Daniel C Link, Mary Ann Bonilla, Peter E Newburger
Outcomes For Patients With Severe Chronic Neutropenia Treated With Granulocyte Colony-Stimulating Factor, David C Dale, Audrey Anna Bolyard, James A Shannon, James A Connelly, Daniel C Link, Mary Ann Bonilla, Peter E Newburger
2020-Current year OA Pubs
Severe chronic neutropenia (SCN), defined as blood neutrophils <0.5 × 109/L for >3 months, is an uncommon hematological condition associated with recurrent and severe bacterial infections. After short-term clinical trials showed the benefits of granulocyte colony-stimulating factor (G-CSF) treatment for SCN, SCNIR (Severe Chronic Neutropenia International Registry) opened to determine the long-term benefits and safety of this treatment. This report summarizes findings from more than 16 000 patient-years of prospective observations for patients with congenital and acquired SCN. We observed that adverse outcomes depend on the underlying etiology. Myelodysplasia (MDS) and acute myeloid leukemia (AML) occur infrequently and largely in patients with congenital neutropenias. …0.5>
Psychiatric Symptoms Are Not Associated With Circulating Crp Concentrations After Controlling For Medical, Social, And Demographic Factors., Leandra K. Figueroa-Hall, Bohan Xu, Rayus Kuplicki, Bart N. Ford, Kaiping Burrows, T Kent Teague, Sandip Sen, Hung-Wen Yeh, Michael R. Irwin, Jonathan Savitz, Martin P. Paulus
Psychiatric Symptoms Are Not Associated With Circulating Crp Concentrations After Controlling For Medical, Social, And Demographic Factors., Leandra K. Figueroa-Hall, Bohan Xu, Rayus Kuplicki, Bart N. Ford, Kaiping Burrows, T Kent Teague, Sandip Sen, Hung-Wen Yeh, Michael R. Irwin, Jonathan Savitz, Martin P. Paulus
Manuscripts, Articles, Book Chapters and Other Papers
Elevated serum concentrations (>3 mg/L) of the acute-phase protein, C-reactive protein (CRP), is used as a clinical marker of inflammation and is reported to be a strong risk factor for cardiovascular disease. In psychiatric populations, CRP concentration is reported to be higher in depressed versus healthy individuals. Positive associations between CRP and depression have been established in both clinical and community samples, but effect sizes are attenuated after controlling for confounding variables. Similarly, emerging research has begun to draw a link between inflammation, symptoms of anxiety, and substance abuse. Given the high level of comorbid anxiety and substance use …
Renin-Angiotensin System In Huntington's Disease: Evidence From Animal Models And Human Patients, Lucas M Kangussu, Natalia P Rocha, Priscila A C Valadão, Thatiane C G Machado, Kívia B Soares, Julliane V Joviano-Santos, Leigh B Latham, Gabriela D Colpo, Ana Flávia Almeida-Santos, Erin Furr Stimming, Ana Cristina Simões E Silva, Antônio L Teixeira, Aline Silva Miranda, Cristina Guatimosim
Renin-Angiotensin System In Huntington's Disease: Evidence From Animal Models And Human Patients, Lucas M Kangussu, Natalia P Rocha, Priscila A C Valadão, Thatiane C G Machado, Kívia B Soares, Julliane V Joviano-Santos, Leigh B Latham, Gabriela D Colpo, Ana Flávia Almeida-Santos, Erin Furr Stimming, Ana Cristina Simões E Silva, Antônio L Teixeira, Aline Silva Miranda, Cristina Guatimosim
Faculty, Staff and Student Publications
The Renin-Angiotensin System (RAS) is expressed in the central nervous system and has important functions that go beyond blood pressure regulation. Clinical and experimental studies have suggested that alterations in the brain RAS contribute to the development and progression of neurodegenerative diseases. However, there is limited information regarding the involvement of RAS components in Huntington's disease (HD). Herein, we used the HD murine model, (BACHD), as well as samples from patients with HD to investigate the role of both the classical and alternative axes of RAS in HD pathophysiology. BACHD mice displayed worse motor performance in different behavioral tests alongside …
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
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 …
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
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 …
Internal Standard Triggered-Parallel Reaction Monitoring Mass Spectrometry Enables Multiplexed Quantification Of Candidate Biomarkers In Plasma, Jacob J Kennedy, Jeffrey R Whiteaker, Richard G Ivey, Aura Burian, Shrabanti Chowdhury, Chia-Feng Tsai, Tao Liu, Chenwei Lin, Oscar D Murillo, Rachel A Lundeen, Lisa A Jones, Philip R Gafken, Gary Longton, Karin D Rodland, Steven J Skates, John Landua, Pei Wang, Michael T Lewis, Amanda G Paulovich
Internal Standard Triggered-Parallel Reaction Monitoring Mass Spectrometry Enables Multiplexed Quantification Of Candidate Biomarkers In Plasma, Jacob J Kennedy, Jeffrey R Whiteaker, Richard G Ivey, Aura Burian, Shrabanti Chowdhury, Chia-Feng Tsai, Tao Liu, Chenwei Lin, Oscar D Murillo, Rachel A Lundeen, Lisa A Jones, Philip R Gafken, Gary Longton, Karin D Rodland, Steven J Skates, John Landua, Pei Wang, Michael T Lewis, Amanda G Paulovich
Faculty, Staff and Students Publications
Despite advances in proteomic technologies, clinical translation of plasma biomarkers remains low, partly due to a major bottleneck between the discovery of candidate biomarkers and costly clinical validation studies. Due to a dearth of multiplexable assays, generally only a few candidate biomarkers are tested, and the validation success rate is accordingly low. Previously, mass spectrometry-based approaches have been used to fill this gap but feature poor quantitative performance and were generally limited to hundreds of proteins. Here, we demonstrate the capability of an internal standard triggered-parallel reaction monitoring (IS-PRM) assay to greatly expand the numbers of candidates that can be …
Integrated Persevere And Endothelial Biomarker Risk Model Predicts Death And Persistent Mods In Pediatric Septic Shock: A Secondary Analysis Of A Prospective Observational Study., Mihir R. Atreya, Natalie Z. Cvijanovich, Julie C. Fitzgerald, Scott L. Weiss, Michael T. Bigham, Parag N. Jain, Adam J. Schwarz, Riad Lutfi, Jeffrey Nowak, Geoffrey L. Allen, Neal J. Thomas, Jocelyn R. Grunwell, Torrey Baines, Michael Quasney, Bereketeab Haileselassie, Christopher J. Lindsell, Matthew N. Alder, Hector R. Wong
Integrated Persevere And Endothelial Biomarker Risk Model Predicts Death And Persistent Mods In Pediatric Septic Shock: A Secondary Analysis Of A Prospective Observational Study., Mihir R. Atreya, Natalie Z. Cvijanovich, Julie C. Fitzgerald, Scott L. Weiss, Michael T. Bigham, Parag N. Jain, Adam J. Schwarz, Riad Lutfi, Jeffrey Nowak, Geoffrey L. Allen, Neal J. Thomas, Jocelyn R. Grunwell, Torrey Baines, Michael Quasney, Bereketeab Haileselassie, Christopher J. Lindsell, Matthew N. Alder, Hector R. Wong
Manuscripts, Articles, Book Chapters and Other Papers
BACKGROUND: Multiple organ dysfunction syndrome (MODS) is a critical driver of sepsis morbidity and mortality in children. Early identification of those at risk of death and persistent organ dysfunctions is necessary to enrich patients for future trials of sepsis therapeutics. Here, we sought to integrate endothelial and PERSEVERE biomarkers to estimate the composite risk of death or organ dysfunctions on day 7 of septic shock.
METHODS: We measured endothelial dysfunction markers from day 1 serum among those with existing PERSEVERE data. TreeNet® classification model was derived incorporating 22 clinical and biological variables to estimate risk. Based on relative variable importance, …
Genetic Risk, Midlife Life's Simple 7, And Incident Dementia In The Atherosclerosis Risk In Communities Study, Adrienne Tin, Jan Bressler, Jeannette Simino, Kevin J Sullivan, Hao Mei, B Gwen Windham, Michael Griswold, Rebecca F Gottesman, Eric Boerwinkle, Myriam Fornage, Thomas H Mosley
Genetic Risk, Midlife Life's Simple 7, And Incident Dementia In The Atherosclerosis Risk In Communities Study, Adrienne Tin, Jan Bressler, Jeannette Simino, Kevin J Sullivan, Hao Mei, B Gwen Windham, Michael Griswold, Rebecca F Gottesman, Eric Boerwinkle, Myriam Fornage, Thomas H Mosley
Faculty, Staff and Student Publications
BACKGROUND AND OBJECTIVES: Higher scores in Life's Simple 7 (LS7), a metric for cardiovascular and brain health, have been associated with lower risk of dementia. It is uncertain whether this association holds among those with high genetic risk of dementia. Our objective is to evaluate the extent that LS7 may offset dementia risk across the range of genetic risk.
METHODS: Participants in the Atherosclerosis Risk in Communities (ARIC) Study were followed from 1987-1989 to 2019. We derived midlife LS7 scores and generated genetic risk scores (GRS) using genome-wide summary statistics of Alzheimer disease, which have been used to study the …
Urinary Metabolites Of Polycyclic Aromatic Hydrocarbons In Firefighters: A Systematic Review And Meta-Analysis, Jooyeon Hwang, Chao Xu, Paul Grunsted, Robert J Agnew, Tara R Malone, Shari Clifton, Krista Thompson, Xin Xu
Urinary Metabolites Of Polycyclic Aromatic Hydrocarbons In Firefighters: A Systematic Review And Meta-Analysis, Jooyeon Hwang, Chao Xu, Paul Grunsted, Robert J Agnew, Tara R Malone, Shari Clifton, Krista Thompson, Xin Xu
Faculty, Staff and Student Publications
Firefighters are intermittently exposed to complex, mixed pollutants in random settings. Of those pollutants, PAHs (polycyclic aromatic hydrocarbons) are the most commonly studied and best understood. PAH exposure can occur via multiple routes; therefore, the levels of hydroxylated metabolites of PAHs in urine have been used as a biomonitoring tool for risk assessment. We performed a systematic review and meta-analysis of the literature to estimate the levels of urinary hydroxylated PAH (OHPAH) among firefighters, determine risk attributions, and, finally, evaluate the scope of preventive efforts and their utility as diagnostic tools. The meta-regression confirmed increases in OHPAH concentrations after fire …
Preliminary Findings From The Gulf War Women’S Cohort: Reproductive And Children’S Health Outcomes Among Women Veterans, Alexa Friedman, Patricia A Janulewicz Lloyd, Jeffrey Carlson, Emily Quinn, Dylan Keating, Rosemary Toomey, Timothy Heeren, Steven S Coughlin, Glenn Markenson, Maxine Krengel, Kimberly Sullivan
Preliminary Findings From The Gulf War Women’S Cohort: Reproductive And Children’S Health Outcomes Among Women Veterans, Alexa Friedman, Patricia A Janulewicz Lloyd, Jeffrey Carlson, Emily Quinn, Dylan Keating, Rosemary Toomey, Timothy Heeren, Steven S Coughlin, Glenn Markenson, Maxine Krengel, Kimberly Sullivan
Faculty, Staff and Student Publications
Reproductive outcomes, such as preterm birth, miscarriage/stillbirth, and pre-eclampsia, are understudied in veterans, particularly among Gulf War veterans (GWVs). During deployment, women GWVs were exposed to toxicant and nontoxicant exposures that may be associated with adverse reproductive and developmental outcomes. The data come from a survey of 239 participants from northeastern and southern U.S. cohorts of women veterans. The questionnaire collected information about the service history, current and past general health, reproductive and family health, demographic information, and deployment exposures. Odds ratios were computed with 95% confidence intervals between exposures in theater and reproductive/children's health outcomes. GWVs experienced adverse reproductive …
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
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 …
Actionable Tumor Alterations And Treatment Protocol Enrollment Of Pediatric And Young Adult Patients With Refractory Cancers In The National Cancer Institute-Children's Oncology Group Pediatric Match Trial, D Williams Parsons, Katherine A Janeway, David R Patton, Cynthia L Winter, Brent Coffey, P Mickey Williams, Sinchita Roy-Chowdhuri, Gregory J Tsongalis, Mark Routbort, Nilsa C Ramirez, Lauren Saguilig, Jin Piao, Todd A Alonzo, Stacey L Berg, Elizabeth Fox, Douglas S Hawkins, Jeffrey S Abrams, Margaret Mooney, Naoko Takebe, James V Tricoli, Nita L Seibel, Nci-Cog Pediatric Match Team
Actionable Tumor Alterations And Treatment Protocol Enrollment Of Pediatric And Young Adult Patients With Refractory Cancers In The National Cancer Institute-Children's Oncology Group Pediatric Match Trial, D Williams Parsons, Katherine A Janeway, David R Patton, Cynthia L Winter, Brent Coffey, P Mickey Williams, Sinchita Roy-Chowdhuri, Gregory J Tsongalis, Mark Routbort, Nilsa C Ramirez, Lauren Saguilig, Jin Piao, Todd A Alonzo, Stacey L Berg, Elizabeth Fox, Douglas S Hawkins, Jeffrey S Abrams, Margaret Mooney, Naoko Takebe, James V Tricoli, Nita L Seibel, Nci-Cog Pediatric Match Team
Center for Medical Ethics and Health Policy Staff Publications
Purpose: The National Cancer Institute-Children's Oncology Group Pediatric MATCH trial aimed to facilitate evaluation of molecular-targeted therapies in biomarker-selected cohorts of childhood and young adult patients with cancer by screening tumors for actionable alterations.
Patients and methods: Tumors from patients age 1-21 years with refractory solid tumors, lymphomas, or histiocytic disorders were subjected to cancer gene panel sequencing and limited immunohistochemistry to identify actionable alterations for assignment to phase II treatment arms. The rates of treatment arm assignment and enrollment were compared between clinical and demographic groups.
Results: Testing was completed for 94.7% of tumors submitted. Actionable alterations were detected …
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
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 …
Interleukin-8 Produced From Cancer-Associated Fibroblasts Suppresses Proliferation Of The Ocuch-Lm1 Cancer Cell Line, Ryota Tanaka, Kenjiro Kimura, Shimpei Eguchi, Go Ohira, Shogo Tanaka, Ryosuke Amano, Hiroaki Tanaka, Masakazu Yashiro, Masaichi Ohira, Shoji Kubo
Interleukin-8 Produced From Cancer-Associated Fibroblasts Suppresses Proliferation Of The Ocuch-Lm1 Cancer Cell Line, Ryota Tanaka, Kenjiro Kimura, Shimpei Eguchi, Go Ohira, Shogo Tanaka, Ryosuke Amano, Hiroaki Tanaka, Masakazu Yashiro, Masaichi Ohira, Shoji Kubo
Department of Medical Oncology Faculty Papers
Background: Cancer-associated fibroblasts (CAFs) play an important role in cancer growth by interacting with cancer cells, but their effects differ depending on the type of cancer. This study investigated the role of CAFs in biliary tract cancers (BTCs), compared with pancreatic ductal adenocarcinoma (PDAC) as a comparison cohort.
Methods: We retrospectively evaluated alpha-smooth muscle actin (αSMA) expression in CAFs from 114 cases of PDAC and 154 cases of BTCs who underwent surgical treatment at our institution from 1996 to 2017. CAFs were isolated from resected specimens of BTC and PDAC, and tested for the effects of their supernatants and cytokines …
Optical Control Of Protein Delivery And Partitioning In The Nucleolus, Peng Tan, Tingting Hong, Xiaoli Cai, Wenbo Li, Yun Huang, Lian He, Yubin Zhou
Optical Control Of Protein Delivery And Partitioning In The Nucleolus, Peng Tan, Tingting Hong, Xiaoli Cai, Wenbo Li, Yun Huang, Lian He, Yubin Zhou
Faculty, Staff and Student Publications
The nucleolus is a subnuclear membraneless compartment intimately involved in ribosomal RNA synthesis, ribosome biogenesis and stress response. Multiple optogenetic devices have been developed to manipulate nuclear protein import and export, but molecular tools tailored for remote control over selective targeting or partitioning of cargo proteins into subnuclear compartments capable of phase separation are still limited. Here, we report a set of single-component photoinducible nucleolus-targeting tools, designated pNUTs, to enable rapid and reversible nucleoplasm-to-nucleolus shuttling, with the half-lives ranging from milliseconds to minutes. pNUTs allow both global protein infiltration into nucleoli and local delivery of cargoes into the outermost layer …
Prmt5 Activates Akt Via Methylation To Promote Tumor Metastasis., Lei Huang, Xiao-Ou Zhang, Esteban J Rozen, Xiaomei Sun, Benjamin Sallis, Odette Verdejo-Torres, Kim Wigglesworth, Daniel Moon, Tingting Huang, John P Cavaretta, Gang Wang, Lei Zhang, Jason M Shohet, Mary M. Lee, Qiong Wu
Prmt5 Activates Akt Via Methylation To Promote Tumor Metastasis., Lei Huang, Xiao-Ou Zhang, Esteban J Rozen, Xiaomei Sun, Benjamin Sallis, Odette Verdejo-Torres, Kim Wigglesworth, Daniel Moon, Tingting Huang, John P Cavaretta, Gang Wang, Lei Zhang, Jason M Shohet, Mary M. Lee, Qiong Wu
Department of Pediatrics Faculty Papers
Protein arginine methyltransferase 5 (PRMT5) is the primary methyltransferase generating symmetric-dimethyl-arginine marks on histone and non-histone proteins. PRMT5 dysregulation is implicated in multiple oncogenic processes. Here, we report that PRMT5-mediated methylation of protein kinase B (AKT) is required for its subsequent phosphorylation at Thr308 and Ser473. Moreover, pharmacologic or genetic inhibition of PRMT5 abolishes AKT1 arginine 15 methylation, thereby preventing AKT1 translocation to the plasma membrane and subsequent recruitment of its upstream activating kinases PDK1 and mTOR2. We show that PRMT5/AKT signaling controls the expression of the epithelial-mesenchymal-transition transcription factors ZEB1, SNAIL, and TWIST1. PRMT5 inhibition significantly attenuates primary tumor …
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
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
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 …
Long-Term Follow-Up For The Development Of Subsequent Malignancies In Patients Treated With Genetically Modified Iecs, David H M Steffin, Ibrahim N Muhsen, Laquisa C Hill, Carlos A Ramos, Nabil Ahmed, Meenakshi Hegde, Tao Wang, Mengfen Wu, Stephen Gottschalk, Sarah B Whittle, Premal D Lulla, Maksim Mamonkin, Bilal Omer, Rayne H Rouce, Andras Heczey, Leonid S Metelitsa, Bambi J Grilley, Catherine Robertson, Virginia Torrano, Natalia Lapteva, Adrian P Gee, Cliona M Rooney, Malcolm K Brenner, Helen E Heslop
Long-Term Follow-Up For The Development Of Subsequent Malignancies In Patients Treated With Genetically Modified Iecs, David H M Steffin, Ibrahim N Muhsen, Laquisa C Hill, Carlos A Ramos, Nabil Ahmed, Meenakshi Hegde, Tao Wang, Mengfen Wu, Stephen Gottschalk, Sarah B Whittle, Premal D Lulla, Maksim Mamonkin, Bilal Omer, Rayne H Rouce, Andras Heczey, Leonid S Metelitsa, Bambi J Grilley, Catherine Robertson, Virginia Torrano, Natalia Lapteva, Adrian P Gee, Cliona M Rooney, Malcolm K Brenner, Helen E Heslop
Faculty, Staff and Students Publications
Subsequent malignancies are well-documented complications in long-term follow-up of cancer patients. Recently, genetically modified immune effector (IE) cells have shown benefit in hematologic malignancies and are being evaluated in clinical trials for solid tumors. Although the short-term complications of IE cells are well described, there is limited literature summarizing long-term follow-up, including subsequent malignancies. We retrospectively reviewed data from 340 patients treated across 27 investigator-initiated pediatric and adult clinical trials at our center. All patients received IE cells genetically modified with γ-retroviral vectors to treat relapsed and/or refractory hematologic or solid malignancies. In a cumulative 1027 years of long-term follow-up, …
Comprehensive Short And Long Read Sequencing Analysis For The Gaucher And Parkinson's Disease-Associated Gba Gene., Marco Toffoli, Xiao Chen, Fritz J. Sedlazeck, Chiao Yin Lee, Stephen Mullin, Abigail Higgins, Sofia Koletsi, Monica Emili Garcia-Segura, Esther Sammler, Sonja W. Scholz, Anthony H.V. Schapira, Michael A. Eberle, Christos Proukakis
Comprehensive Short And Long Read Sequencing Analysis For The Gaucher And Parkinson's Disease-Associated Gba Gene., Marco Toffoli, Xiao Chen, Fritz J. Sedlazeck, Chiao Yin Lee, Stephen Mullin, Abigail Higgins, Sofia Koletsi, Monica Emili Garcia-Segura, Esther Sammler, Sonja W. Scholz, Anthony H.V. Schapira, Michael A. Eberle, Christos Proukakis
Peninsula Medical School
GBA variants carriers are at increased risk of Parkinson's disease (PD) and Lewy body dementia (LBD). The presence of pseudogene GBAP1 predisposes to structural variants, complicating genetic analysis. We present two methods to resolve recombinant alleles and other variants in GBA: Gauchian, a tool for short-read, whole-genome sequencing data analysis, and Oxford Nanopore sequencing after PCR enrichment. Both methods were concordant for 42 samples carrying a range of recombinants and GBAP1-related mutations, and Gauchian outperformed the GATK Best Practices pipeline. Applying Gauchian to sequencing of over 10,000 individuals shows that copy number variants (CNVs) spanning GBAP1 are relatively common in …
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
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
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 …
Birth Length Is The Strongest Predictor Of Linear Growth Status And Stunting In The First 2 Years Of Life After A Preconception Maternal Nutrition Intervention: The Children Of The Women First Trial, Nancy F Krebs, K Michael Hambidge, Jamie L Westcott, Ana L Garcés, Lester Figueroa, Antoinette K Tshefu, Adrien L Lokangaka, Shivaprasad S Goudar, Sangappa M Dhaded, Sarah Saleem, Sumera Aziz Ali, Melissa S Bauserman, Richard J Derman, Robert L Goldenberg, Abhik Das, Dhuly Chowdhury
Birth Length Is The Strongest Predictor Of Linear Growth Status And Stunting In The First 2 Years Of Life After A Preconception Maternal Nutrition Intervention: The Children Of The Women First Trial, Nancy F Krebs, K Michael Hambidge, Jamie L Westcott, Ana L Garcés, Lester Figueroa, Antoinette K Tshefu, Adrien L Lokangaka, Shivaprasad S Goudar, Sangappa M Dhaded, Sarah Saleem, Sumera Aziz Ali, Melissa S Bauserman, Richard J Derman, Robert L Goldenberg, Abhik Das, Dhuly Chowdhury
Department of Obstetrics and Gynecology Faculty Papers
BACKGROUND: The multicountry Women First trial demonstrated that nutritional supplementation initiated prior to conception (arm 1) or early pregnancy (arm 2) and continued until delivery resulted in significantly greater length at birth and 6 mo compared with infants in the control arm (arm 3).
OBJECTIVES: We evaluated intervention effects on infants' longitudinal growth trajectory from birth through 24 mo and identified predictors of length status and stunting at 24 mo.
METHODS: Infants' anthropometry was obtained at 6, 12, 18, and 24 mo after the Women First trial (registered at clinicaltrials.gov as NCT01883193), which was conducted in low-resource settings: Democratic Republic …
Reduced Rates Of Post-Transplant Recurrent Hepatocellular Carcinoma In Non-Alcoholic Steatohepatitis: A Propensity Score Matched Analysis, Ryan Lamm, Peter J Altshuler, Keyur Patel, Osama Shaheen, Angel Paulo Amante, Jesse Civan, Warren Maley, Adam Frank, Carlo Ramirez, Jaime Glorioso, Ashesh Shah, Hien Dang, Adam S Bodzin
Reduced Rates Of Post-Transplant Recurrent Hepatocellular Carcinoma In Non-Alcoholic Steatohepatitis: A Propensity Score Matched Analysis, Ryan Lamm, Peter J Altshuler, Keyur Patel, Osama Shaheen, Angel Paulo Amante, Jesse Civan, Warren Maley, Adam Frank, Carlo Ramirez, Jaime Glorioso, Ashesh Shah, Hien Dang, Adam S Bodzin
Department of Surgery Faculty Papers
Non-alcoholic steatohepatitis (NASH)-related hepatocellular carcinoma (HCC) has become the second leading cause of HCC-related liver transplantation in the United States. This study investigated post-transplant recurrence and survival for patients transplanted for NASH-related HCC compared to non-NASH HCC etiologies. Retrospective review of the United Network for Organ Sharing (UNOS) Organ Procurement and Transplantation Network (OPTN) database identified 7,461 patients with HCC—1,405 with underlying NASH and 6,086 with non-NASH underlying diseases. After propensity score matching (PSM) to account for patient- and tumor-related confounders 1,175 remained in each group. Primary outcomes assessed were recurrence rate and recurrence-free survival. Recurrent malignancy at 5 years …
Epixplorer: A Web Server For Prediction, Analysis And Visualization Of Enhancer-Promoter Interactions, Li Tang, Zhizhou Zhong, Yisheng Lin, Yifei Yang, Jun Wang, James F Martin, Min Li
Epixplorer: A Web Server For Prediction, Analysis And Visualization Of Enhancer-Promoter Interactions, Li Tang, Zhizhou Zhong, Yisheng Lin, Yifei Yang, Jun Wang, James F Martin, Min Li
Children’s Nutrition Research Center Staff Publications
Long distance enhancers can physically interact with promoters to regulate gene expression through formation of enhancer-promoter (E-P) interactions. Identification of E-P interactions is also important for profound understanding of normal developmental and disease-associated risk variants. Although the state-of-art predictive computation methods facilitate the identification of E-P interactions to a certain extent, currently there is no efficient method that can meet various requirements of usage. Here we developed EPIXplorer, a user-friendly web server for efficient prediction, analysis and visualization of E-P interactions. EPIXplorer integrates 9 robust predictive algorithms, supports multiple types of 3D contact data and multi-omics data as input. The …
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
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
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 …
Modeling The Prognostic Impact Of Circulating Tumor Cells Enumeration In Metastatic Breast Cancer For Clinical Trial Design Simulation, Lorenzo Gerratana, Jean-Yves Pierga, James M Reuben, Andrew A Davis, Firas H Wehbe, Luc Dirix, Tanja Fehm, Franco Nolé, Rafael Gisbert-Criado, Dimitrios Mavroudis, Salvatore Grisanti, Jose A Garcia-Saenz, Justin Stebbing, Carlos Caldas, Paola Gazzaniga, Luis Manso, Rita Zamarchi, Marta Bonotto, Angela Fernandez De Lascoiti, Leticia De Mattos-Arruda, Michail Ignatiadis, Maria-Teresa Sandri, Daniele Generali, Carmine De Angelis, Sarah-Jane Dawson, Wolfgang Janni, Vicente Carañana, Sabine Riethdorf, Erich-Franz Solomayer, Fabio Puglisi, Mario Giuliano, Klaus Pantel, François-Clément Bidard, Massimo Cristofanilli
Modeling The Prognostic Impact Of Circulating Tumor Cells Enumeration In Metastatic Breast Cancer For Clinical Trial Design Simulation, Lorenzo Gerratana, Jean-Yves Pierga, James M Reuben, Andrew A Davis, Firas H Wehbe, Luc Dirix, Tanja Fehm, Franco Nolé, Rafael Gisbert-Criado, Dimitrios Mavroudis, Salvatore Grisanti, Jose A Garcia-Saenz, Justin Stebbing, Carlos Caldas, Paola Gazzaniga, Luis Manso, Rita Zamarchi, Marta Bonotto, Angela Fernandez De Lascoiti, Leticia De Mattos-Arruda, Michail Ignatiadis, Maria-Teresa Sandri, Daniele Generali, Carmine De Angelis, Sarah-Jane Dawson, Wolfgang Janni, Vicente Carañana, Sabine Riethdorf, Erich-Franz Solomayer, Fabio Puglisi, Mario Giuliano, Klaus Pantel, François-Clément Bidard, Massimo Cristofanilli
Faculty, Staff and Student Publications
Despite the strong prognostic stratification of circulating tumor cells (CTCs) enumeration in metastatic breast cancer (MBC), current clinical trials usually do not include a baseline CTCs in their design. This study aimed to generate a classifier for CTCs prognostic simulation in existing datasets for hypothesis generation in patients with MBC. A K-nearest neighbor machine learning algorithm was trained on a pooled dataset comprising 2436 individual MBC patients from the European Pooled Analysis Consortium and the MD Anderson Cancer Center to identify patients likely to have CTCs ≥ 5/7 mL blood (StageIVaggressive vs StageIVindolent). The model had a 65.1% accuracy and …