谷歌浏览器插件
订阅小程序
在清言上使用

A Novel Method to Estimate Long-Term Chronological Changes from Fragmented Observations in Disease Progression

Takaaki Ishida,Keita Tokuda,Akihiro Hisaka,Masashi Honma,Shinichi Kijima,Hiroyuki Takatoku,Takeshi Iwatsubo,Takashi Moritoyo,Hiroshi Suzuki, Michael W. Weiner,Paul Aisen,Michael Weiner,Ronald Petersen, Clifford R. Jack,William Jagust,John Q. Trojanowki, Arthur W. Toga,Laurel Beckett, Robert C. Green, Andrew J. Saykin, John Morris,Leslie M. Shaw,Zaven Khachaturian,Greg Sorensen,Maria Carrillo,Lew Kuller,Marc Raichle,Steven Paul, Peter Davies,Howard Fillit,Franz Hefti,David Holtzman,M. Marcel Mesulam,William Potter,Peter Snyder,Tom Montine,Gustavo Jimenez,Michael Donohue,Devon Gessert,Kelly Harless,Jennifer Salazar,Yuliana Cabrera,Sarah Walter,Lindsey Hergesheimer,Danielle Harvey, Matthew Bernstein,Nick Fox, Paul Thompson, Norbert Schuff,Charles DeCArli,Bret Borowski,Jeff Gunter,Matt Senjem, Prashanthi Vemuri, David Jones, Kejal Kantarci,Chad Ward,Robert A. Koeppe, No Rm Foster, Eric M. Reiman, Kewei Chen,Chet Mathis, John C. Morris, Nigel J. Cairns,Erin Franklin,Lisa Taylor-Reinwald,Virginia Lee,Magdalena Korecka,Michal Figurski,Karen Crawford,Scott Neu,Tatiana M. Foroud, Steven Potkin, Li Shen,Kelley Faber, Sungeun Kim,Kwangsik Nho,Lean Thal,Leon Thal,Neil Buckholtz,Peter J. Snyder,Marilyn Albert,Richard Frank, John Hsiao,Joseph Quinn,Lisa C. Silbert,Betty Lind,Jeffrey A. Kaye,Raina Carter,Sara Dolen,Lon S. Schneider,Sonia Pawluczyk, Mauricio Becerra,Liberty Teodoro,Bryan M. Spann,James Brewer,Helen Vanderswag,Adam Fleisher,Jaimie Ziolkowski,Judith L. Heidebrink,Joanne L. Lord,Sara S. Mason,Colleen S. Albers, David Knopman,Kris Johnson,Javier Villanueva-Meyer,Valory Pavlik, Nathaniel Pacini,Ashley Lamb, Joseph S. Kass,Rachelle S. Doody,Victoria Shibley,Munir Chowdhury,Susan Rountree,Mimi Dang,Yaakov Stern,Lawrence S. Honig,Karen L. Bell,Randy Yeh, Beau Ances, David Winkfield,Maria Carroll,Angela Oliver,Mary L. Creech, Mark A. Mintun,Stacy Schneider,Daniel Marson,David Geldmacher,Marissa Natelson Love, Randall Griffith, David Clark,John Brockington,Hillel Grossman,Effie Mitsis,Raj C. Shah,Melissa Lamar, Patricia Samuels, Ranjan Duara,Maria T. Greig-Custo,Rosemarie Rodriguez,Chiadi Onyike, Daniel D'Agostino,Stephanie Kielb,Martin Sadowski,Mohammed O. Sheikh,Jamika Singleton-Garvin,Anaztasia Ulysse, Mrunalini Gaikwad,P. Murali Doraiswamy, Jeffrey R. Petrella,Olga James,Salvador Borges-Neto, Terence Z. Wong,Edward Coleman, Jason H. Karlawish, David A. Wolk,Sanjeev Vaishnavi,Christopher M. Clark,Steven E. Arnold,Charles D. Smith,Greg Jicha,Peter Hardy,Riham El Khouli, Elizabeth Oates,Gary Conrad, Oscar L. Lopez,MaryAnn Oakley,Donna M. Simpson,Anton P. Porsteinsson,Kim Martin, Nancy Kowalksi,Melanie Keltz,Bonnie S. Goldstein,Kelly M. Makino,M. Saleem Ismail,Connie Brand,Gaby Thai,Aimee Pierce, Beatriz Yanez, Elizabeth Sosa,Megan Witbracht,Kyle Womack,Dana Mathews,Mary Quiceno, Allan Levey,James J. Lah,Janet S. Cellar,Jeffrey M. Burns, Russell H. Swerdlow,William M. Brooks,Ellen Woo,Daniel H. S. Silverman,Edmond Teng,Sarah Kremen,Liana Apostolova,Kathleen Tingus,Po H. Lu, George Bartzokis, Neill R. Graff-Radford,Francine Parfitt,Kim Poki-Walker,Martin R. Farlow,Ann Marie Hake,Brandy R. Matthews,Jared R. Brosch, Scott Herring, Christopher H. van Dyck,Richard E. Carson,Pradeep Varma, Howard Chertkow,Howard Bergman,Chris Hosein,Sandra Black,Bojana Stefanovic, Chris (Chinthaka) Heyn,Ging-Yuek Robin Hsiung,Benita Mudge,Vesna Sossi, Howard Feldman,Michele Assaly, Elizabeth Finger,Stephen Pasternack,William Pavlosky,Irina Rachinsky,Dick Drost,Andrew Kertesz,Charles Bernick,Donna Munic,Marek-Marsel Mesulam,Emily Rogalski,Kristine Lipowski, Sandra Weintraub,Borna Bonakdarpour,Diana Kerwin,Chuang-Kuo Wu,Nancy Johnson,Carl Sadowsky,Teresa Villena,Raymond Scott Turner,Kathleen Johnson,Brigid Reynolds,Reisa A. Sperling, Keith A. Johnson,Gad A. Marshall, Jerome Yesavage,Joy L. Taylor,Steven Chao,Barton Lane,Allyson Rosen,Jared Tinklenberg,Edward Zamrini,Christine M. Belden,Sherye A. Sirrel,Neil Kowall,Ronald Killiany, Andrew E. Budson,Alexander Norbash,Patricia Lynn Johnson,Thomas O. Obisesan,Ntekim E. Oyonumo,Joanne Allard, Olu Ogunlana,Alan Lerner,Paula Ogrocki,Curtis Tatsuoka,Parianne Fatica,Evan Fletcher,Pauline Maillard,John Olichney,Owen Carmichael,Smita Kittur,Michael Borrie,T-Y Lee,Rob Bartha,Sterling Johnson,Sanjay Asthana,Cynthia M. Carlsson,Pierre Tariot,Anna Burke, Joel Hetelle, Kathryn DeMarco,Nadira Trncic,Stephanie Reeder,Vernice Bates,Horacio Capote,Michelle Rainka,Douglas W. Scharre,Maria Kataki,Rawan Tarawneh,Earl A. Zimmerman,Dzintra Celmins, David Hart, Godfrey D. Pearlson,Karen Blank,Karen Anderson,Laura A. Flashman,Marc Seltzer,Mary L. Hynes,Robert B. Santulli,Kaycee M. Sink,Mia Yang,Akiva Mintz, Brian R. Ott, Geoffrey Tremont,Lori A. Daiello,Courtney Bodge, Stephen Salloway, Paul Malloy,Stephen Correia, Athena Lee,Howard J. Rosen, Bruce L. Miller,David Perry,Jacobo Mintzer,Kenneth Spicer,David Bachman,Stephen Pasternak, John Rogers,Nunzio Pomara,Raymundo Hernando,Antero Sarrael, Delwyn D. Miller, Karen Ekstam Smith,Hristina Koleva, Ki Won Nam,Hyungsub Shim,Susan K. Schultz, Norman Relkin,Gloria Chiang,Michael Lin,Lisa Ravdin,Amanda Smith, Christi Leach,Balebail Ashok Raj,Kristin Fargher,Thomas Neylan,Jordan Grafman,Jacqueline Hayes,Shannon Finley, Susan Landau,Erin Householder,Debra Fleischman, Konstantinos Arfanakis,Daniel Varon,Maria T. Greig,Bonnie Goldstein, Kimberly S. Martin,Steven G. Potkin,Adrian Preda,Dana Nguyen,Dino Massoglia,Olga Brawman-Mintzer,Walter Martinez,Howard Rosen,Kelly Behan,Gad Marshall, Marwan N. Sabbagh,Sandra A. Jacobson,Saba Wolday,Sterling C. Johnson,J. Jay Fruehling,Sandra Harding, Elaine R. Peskind,Eric C. Petrie,Gail Li, Jerome A. Yesavage,Ansgar J. Furst,Scott Mackin,Rema Raman, Erin Drake, Mike Donohue,Elizabeth Shaffer,Craig Nelson,David Bickford,Meryl Butters,Michelle Zmuda,Denise Reyes,Kelley M. Faber,Kelly N. Nudelman,Yiu Ho Au,Kelly Scherer,Daniel Catalinotto, Samuel Stark,Elise Ong, Dariella Fernandez

Clinical pharmacology and therapeutics/Clinical pharmacology & therapeutics(2018)

引用 8|浏览31
暂无评分
摘要
Clinical observations of patients with chronic diseases are often restricted in terms of duration. Therefore, obtaining a quantitative and comprehensive understanding of the chronology of chronic diseases is challenging, because of the inability to precisely estimate the patient's disease stage at the time point of observation. We developed a novel method to reconstitute long-term disease progression from temporally fragmented data by extending the nonlinear mixed-effects model to incorporate the estimation of "disease time" of each subject. Application of this method to sporadic Alzheimer's disease successfully depicted disease progression over 20 years. The covariate analysis revealed earlier onset of amyloid-beta accumulation in male and female apolipoprotein E epsilon 4 homozygotes, whereas disease progression was remarkably slower in female epsilon 3 homozygotes compared with female epsilon 4 carriers and males. Simulation of a clinical trial suggests patient recruitment using the information of precise disease time of each patient will decrease the sample size required for clinical trials.
更多
查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要