An interpretable machine learning pipeline based on transcriptomics predicts phenotypes of lupus patients

Autor: Emily L. Leventhal, Andrea R. Daamen, Amrie C. Grammer, Peter E. Lipsky

Publikováno v: iScience, Vol 26, Iss 10, Pp 108042- (2023)

Summary: Machine learning (ML) has the potential to identify subsets of patients with distinct phenotypes from gene expression data. However, phenotype prediction using ML has often relied on identifying important genes without a systems biology cont

Externí odkaz: https://doaj.org/article/8dc51d481d0a4fccb1ef63517f57e88c

Synaptic processes and immune-related pathways implicated in Tourette syndrome

Autor: Fotis Tsetsos, Dongmei Yu, Jae Hoon Sul, Alden Y. Huang, Cornelia Illmann, Lisa Osiecki, Sabrina M. Darrow, Matthew E. Hirschtritt, Erica Greenberg, Kirsten R. Muller-Vahl, Manfred Stuhrmann, Yves Dion, Guy A. Rouleau, Harald Aschauer, Mara Stamenkovic, Monika Schlögelhofer, Paul Sandor, Cathy L. Barr, Marco A. Grados, Harvey S. Singer, Markus M. Nöthen, Johannes Hebebrand, Anke Hinney, Robert A. King, Thomas V. Fernandez, Csaba Barta, Zsanett Tarnok, Peter Nagy, Christel Depienne, Yulia Worbe, Andreas Hartmann, Cathy L. Budman, Renata Rizzo, Gholson J. Lyon, William M. McMahon, James R. Batterson, Danielle C. Cath, Irene A. Malaty, Michael S. Okun, Cheston Berlin, Douglas W. Woods, Paul C. Lee, Joseph Jankovic, Mary M. Robertson, Donald L. Gilbert, Lawrence W. Brown, Barbara J. Coffey, Andrea Dietrich, Pieter J. Hoekstra, Samuel Kuperman, Samuel H. Zinner, Michael Wagner, James A. Knowles, A. Jeremy Willsey, Jay A. Tischfield, Gary A. Heiman, Nancy J. Cox, Nelson B. Freimer, Benjamin M. Neale, Lea K. Davis, Giovanni Coppola, Carol A. Mathews, Jeremiah M. Scharf, Peristera Paschou, on behalf of the Tourette Association of America International Consortium for Genetics, Sabrina Darrow, Roger Kurlan, James F. Leckman, Jan H. Smit, the Gilles de la Tourette GWAS Replication Initiative, Harald Aschauer Harald Aschauer, Anastasios Konstantinidis, Kirsten Müller-Vahl, Tomasz Wolanczyk, the Tourette International Collaborative Genetics Study, Lawrence Brown, Keun-Ah Cheon, Blanca Garcia-Delgar, Donald Gilbert, Dorothy E. Grice, Julie Hagstrøm, Tammy Hedderly, Isobel Heyman, Chaim Huyser, Young Key Kim, Young-Shin Kim, Yun-Joo Koh, Sodahm Kook, Bennett L. Leventhal, Marcos Madruga-Garrido, Pablo Mir, Astrid Morer, Alexander Münchau, Kerstin J. Plessen, Veit Roessner, Eun-Young Shin, Dong-Ho Song, Jungeun Song, Samuel Zinner, and the Psychiatric Genomics Consortium Tourette Syndrome Working Group, Thomas Fernandez, Gary Heiman, Pieter Hoekstra, Jay Tischfield, Douglas Woods

Publikováno v: Translational Psychiatry, Vol 11, Iss 1, Pp 1-12 (2021)

Abstract Tourette syndrome (TS) is a neuropsychiatric disorder of complex genetic architecture involving multiple interacting genes. Here, we sought to elucidate the pathways that underlie the neurobiology of the disorder through genome-wide analysis

Externí odkaz: https://doaj.org/article/1e03ee514141459ab171b2316307b113

Testing an individualized digital decision assist system for the diagnosis and management of mental and behavior disorders in children and adolescents

Autor: Carolyn E. Clausen, Bennett L. Leventhal, Øystein Nytrø, Roman Koposov, Odd Sverre Westbye, Thomas Brox Røst, Victoria Bakken, Kaban Koochakpour, Ketil Thorvik, Norbert Skokauskas

Publikováno v: BMC Medical Informatics and Decision Making, Vol 20, Iss 1, Pp 1-9 (2020)

Abstract Background Nearly half of all mental health disorders develop prior to the age of 15. Early assessments, diagnosis, and treatment are critical to shortening single episodes of care, reducing possible comorbidity and long-term disability. In

Externí odkaz: https://doaj.org/article/01ff2c495e024dfd907c4b3e564fe763

Contributors

Autor: Axel Adams, Clara Affun-Adegbulu, Rakan S. Al-Rasheed, Yasser A. Alaska, Abdulaziz D. Aldawas, Saleh Ali Alesa, George A. Alexander, Abdullah Ahmed Alhadhira, Fahad Saleha Alhajjaj, Hazem H. Alhazmi, Zainab Abdullah Alhussaini, Nawfal Aljerian, Majed Aljohani, Khaldoon H. AlKhaldi, Eyad Alkhattabi, Bryant Allen, Austin Almand, Moza M. Alnoaimi, Mohammad Alotaibi, Evan Avraham Alpert, Yasir A. Alrusayni, Mai Alshammari, Loui K. Alsulimani, Siraj Amanullah, Arian Anderson, David Arastehmanesh, Ali Ardalan, Killiam A. Argote-Araméndiz, Andrew W. Artenstein, Olivia E. Bailey, Russell Baker, Satchit Balsari, Gregory T. Banner, Fermin Barrueto M, Susan A. Bartels, Joshua J. Baugh, Frederic Berg, Vijai Bhola, William Binder, Michelangelo Bortolin, Vincent Bounes, Michael Bouton, Natasha Brown, Frederick M. Burkle, Jr, Lynn Barkley Burnett, Michele M. Burns, Nicholas V. Cagliuso, Sr, John Cahill, David W. Callaway, Duane C. Caneva, Srihari Cattamanchi, Alejandra Caycedo, Edward W. Cetaruk, Sneha Chacko, James C. Chang, Crystal Chiang, David T. Chiu, Gregory R. Ciottone, Jonathan Peter Ciottone, Melissa A. Ciottone, Robert A. Ciottone, Robert G. Ciottone, Vigen G. Ciottone, Alexander Clark, Jonathan Clark, Sean P. Conley, Joanne Cono, Arthur Cooper, Scott B. Cormier, Michael F. Court, Cord W. Cunningham, Fabrice Czarnecki, Supriya Davis, Timothy E. Davis, Gerard DeMers, Sharon Dilling, Ahmadreza Djalali, Timothy Donahoe, Joseph Donahue, Caleb Dresser, Jason Dylik, Benjamin Easter, Alexander Eastman, Laura Ebbeling, Chigozie Emetarom, Nir Eyal, Andrew J. Eyre, David J. Freeman, Franklin D. Friedman, Christie Fritz, Frederick Fung, Fiona E. Gallahue, Stephanie Chow Garbern, Mark E. Gebhart, William A. Gluckman, Craig Goolsby, Robert M. Gougelet, Fredrik Granholm, P. Gregg Greenough, Jennifer O. Grimes, Steve Grosse, Shamai A. Grossman, John T. Groves Jr, Tee L. Guidotti, George Guo, Sarah Haessler, Matthew M. Hall, John W. Hardin, Mason Harrell, Alexander Hart, MD, Melissa Harvey, Attila J. Hertelendy, PhD, Nishanth S. Hiremath, Jordan Hitchens, Christopher P. Holstege, Simon T. Horne, Steven Horng, Amer Hosin, Hans R. House, Pier Luigi Ingrassia, Fadi S. Issa, Irving 'Jake' Jacoby, Rajnish Jaiswal, Gregory Jay, J. Lee Jenkins, Josh W. Joseph, Shane Kappler, Mark E. Keim, Julie Kelman, Andrew R. Ketterer, Anas A. Khan, Ramu Kharel, Chetan U. Kharod, Thomas D. Kirsch, Anita Knopov, Max Kravitz, J. Austin Lee, Jay Lemery, Evan L. Leventhal, Jesse Loughlin, Stephanie Ludy, Brian J. Maguire, Selwyn E. Mahon, Paul M. Maniscalco, Philip Manners, Leonard Jay Marcus, Colton Margus, Taha M. Masri, Jeff Matthews, Sean D. McKay, Zeke J. McKinney, Robert K. McLellan, Eric J. McNulty, Faroukh Mehkri, Mandana Mehta, Rebecca A. Mendelsohn, Ofer Merin, Andrew Milsten, Dale M. Molé, Michael Sean Molloy, Ilaria Morelli, Jerry L. Mothershead, John Mulhern, Nicole F. Mullendore, Nicholas J. Musisca, Sonya Naganathan, Larry A. Nathanson, Erica L. Nelson, Lewis S. Nelson, Bradford A. Newbury, Kimberly Newbury, Ansley O’Neill, Robert Obernier, Jacopo M. Olagnero, Leonie Oostrom-Shah, Catherine Y. Ordun, Scott Parazynski, Andrew J. Park, Robert Partridge, Jeffrey S, James P. Phillips, Emily Pinter, David P. Polatty IV, Patrick Popieluszko, William Porcaro, Lawrence Proano, Peter B. Pruitt, Moiz Qureshi, Luca Ragazzoni, Murtaza Rashid, Paul Patrick Rega, Michael J. Reilly, Marc C. Restuccia, James J. Rifino, Paul M. Robben, Joy L. Rosenblatt, Kevin M. Ryan, Heather Rybasack-Smith, Richard James Salway, Daniel Samo, Leon D. Sanchez, Shawn M. Sanford, Ritu R. Sarin, Deesha Sarma, Jesse Schacht, Valarie Schwind, Geoffrey L. Shapiro, Joshua Sheehan, Brian Shreve, Grigor Simonyan, Devin M. Smith, E. Reed Smith, MD, Jack E. Smith, MA, Montray Smith, Peter B. Smulowitz, Angela M. Snyder, Joshua J. Solano, Bryan A. Stenson, Charles Stewart, M. Kathleen Stewart, Patrick Sullivan, Jared S. Supple, Derrick Tin, Jonathan Harris Valente, Kathryn M. Vear, P.R. Vidyalakshmi, Faith Vilas, Gary M. Vilke, Janna H. Villano, Amalia Voskanyan, C. James Watson, Nancy Weber, Scott G. Weiner, Brielle Weinstein, Eric S. Weinstein, Jordan R. Werner, Roy Karl Werner, MD, James D. Whitledge, Sage W. Wiener, Lauren Wiesner, Kenneth A. Williams, Robyn Wing, Richard E. Wolfe, Wendy Hin-Wing Wong, Robert Woolard, Prasit Wuthisuthimethawee, Nadine A. Youssef

Publikováno v: Ciottone's Disaster Medicine ISBN: 9780323809320

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a59ed8ab2b178328a49e60175007ccb6
https://doi.org/10.1016/b978-0-323-80932-0.00260-3

Variations in Opioid Prescribing Behavior by Physician Training

Autor: Evan L. Leventhal, Larry A. Nathanson, Alden M. Landry

Publikováno v: Western Journal of Emergency Medicine, Vol 20, Iss 3 (2019)

Introduction: Opioid abuse has reached epidemic proportions in the United States. Patients often present to the emergency department (ED) with painful conditions seeking analgesic relief. While there is known variability in the prescribing behaviors

Externí odkaz: https://doaj.org/article/85eef59465724f88927288336a9ae8e9