Literature DB >> 24211008

Operationalizing hippocampal volume as an enrichment biomarker for amnestic mild cognitive impairment trials: effect of algorithm, test-retest variability, and cut point on trial cost, duration, and sample size.

Peng Yu1, Jia Sun2, Robin Wolz3, Diane Stephenson4, James Brewer5, Nick C Fox6, Patricia E Cole7, Clifford R Jack8, Derek L G Hill9, Adam J Schwarz10.   

Abstract

The objective of this study was to evaluate the effect of computational algorithm, measurement variability, and cut point on hippocampal volume (HCV)-based patient selection for clinical trials in mild cognitive impairment (MCI). We used normal control and amnestic MCI subjects from the Alzheimer's Disease Neuroimaging Initiative 1 (ADNI-1) as normative reference and screening cohorts. We evaluated the enrichment performance of 4 widely used hippocampal segmentation algorithms (FreeSurfer, Hippocampus Multi-Atlas Propagation and Segmentation (HMAPS), Learning Embeddings Atlas Propagation (LEAP), and NeuroQuant) in terms of 2-year changes in Mini-Mental State Examination (MMSE), Alzheimer's Disease Assessment Scale-Cognitive Subscale (ADAS-Cog), and Clinical Dementia Rating Sum of Boxes (CDR-SB). We modeled the implications for sample size, screen fail rates, and trial cost and duration. HCV based patient selection yielded reduced sample sizes (by ∼40%-60%) and lower trial costs (by ∼30%-40%) across a wide range of cut points. These results provide a guide to the choice of HCV cut point for amnestic MCI clinical trials, allowing an informed tradeoff between statistical and practical considerations.
Copyright © 2014 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Biomarker; Clinical trials; Enrichment; Hippocampal volume; Hippocampus; Inclusion criterion; MRI; Structural MRI

Mesh:

Substances:

Year:  2013        PMID: 24211008      PMCID: PMC4201941          DOI: 10.1016/j.neurobiolaging.2013.09.039

Source DB:  PubMed          Journal:  Neurobiol Aging        ISSN: 0197-4580            Impact factor:   4.673


  31 in total

1.  Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain.

Authors:  Bruce Fischl; David H Salat; Evelina Busa; Marilyn Albert; Megan Dieterich; Christian Haselgrove; Andre van der Kouwe; Ron Killiany; David Kennedy; Shuna Klaveness; Albert Montillo; Nikos Makris; Bruce Rosen; Anders M Dale
Journal:  Neuron       Date:  2002-01-31       Impact factor: 17.173

2.  Prediction of AD with MRI-based hippocampal volume in mild cognitive impairment.

Authors:  C R Jack; R C Petersen; Y C Xu; P C O'Brien; G E Smith; R J Ivnik; B F Boeve; S C Waring; E G Tangalos; E Kokmen
Journal:  Neurology       Date:  1999-04-22       Impact factor: 9.910

3.  Brain atrophy rates predict subsequent clinical conversion in normal elderly and amnestic MCI.

Authors:  C R Jack; M M Shiung; S D Weigand; P C O'Brien; J L Gunter; B F Boeve; D S Knopman; G E Smith; R J Ivnik; E G Tangalos; R C Petersen
Journal:  Neurology       Date:  2005-10-25       Impact factor: 9.910

4.  Neuropathologic outcome of mild cognitive impairment following progression to clinical dementia.

Authors:  Gregory A Jicha; Joseph E Parisi; Dennis W Dickson; Kris Johnson; Ruth Cha; Robert J Ivnik; Eric G Tangalos; Bradley F Boeve; David S Knopman; Heiko Braak; Ronald C Petersen
Journal:  Arch Neurol       Date:  2006-05

5.  Neuropathologic features of amnestic mild cognitive impairment.

Authors:  Ronald C Petersen; Joseph E Parisi; Dennis W Dickson; Kris A Johnson; David S Knopman; Bradley F Boeve; Gregory A Jicha; Robert J Ivnik; Glenn E Smith; Eric G Tangalos; Heiko Braak; Emre Kokmen
Journal:  Arch Neurol       Date:  2006-05

6.  Hippocampal and entorhinal atrophy in mild cognitive impairment: prediction of Alzheimer disease.

Authors:  D P Devanand; G Pradhaban; X Liu; A Khandji; S De Santi; S Segal; H Rusinek; G H Pelton; L S Honig; R Mayeux; Y Stern; M H Tabert; M J de Leon
Journal:  Neurology       Date:  2007-03-13       Impact factor: 9.910

7.  Rate of progression of mild cognitive impairment to dementia--meta-analysis of 41 robust inception cohort studies.

Authors:  A J Mitchell; M Shiri-Feshki
Journal:  Acta Psychiatr Scand       Date:  2008-02-18       Impact factor: 6.392

Review 8.  Mild cognitive impairment as a diagnostic entity.

Authors:  R C Petersen
Journal:  J Intern Med       Date:  2004-09       Impact factor: 8.989

Review 9.  Neuropathological stageing of Alzheimer-related changes.

Authors:  H Braak; E Braak
Journal:  Acta Neuropathol       Date:  1991       Impact factor: 17.088

10.  Robustness of automated hippocampal volumetry across magnetic resonance field strengths and repeat images.

Authors:  Robin Wolz; Adam J Schwarz; Peng Yu; Patricia E Cole; Daniel Rueckert; Clifford R Jack; David Raunig; Derek Hill
Journal:  Alzheimers Dement       Date:  2014-07       Impact factor: 21.566

View more
  19 in total

1.  The MoCA-Memory Index Score: An Efficient Alternative to Paragraph Recall for the Detection of Amnestic Mild Cognitive Impairment.

Authors:  Antarpreet Kaur; Steven D Edland; Guerry M Peavy
Journal:  Alzheimer Dis Assoc Disord       Date:  2018 Apr-Jun       Impact factor: 2.703

2.  The Critical Path Institute: transforming competitors into collaborators.

Authors:  Martha Brumfield
Journal:  Nat Rev Drug Discov       Date:  2014-11       Impact factor: 84.694

Review 3.  Alzheimer Disease: Scientific Breakthroughs and Translational Challenges.

Authors:  Richard J Caselli; Thomas G Beach; David S Knopman; Neill R Graff-Radford
Journal:  Mayo Clin Proc       Date:  2017-06       Impact factor: 7.616

Review 4.  Recent publications from the Alzheimer's Disease Neuroimaging Initiative: Reviewing progress toward improved AD clinical trials.

Authors:  Michael W Weiner; Dallas P Veitch; Paul S Aisen; Laurel A Beckett; Nigel J Cairns; Robert C Green; Danielle Harvey; Clifford R Jack; William Jagust; John C Morris; Ronald C Petersen; Andrew J Saykin; Leslie M Shaw; Arthur W Toga; John Q Trojanowski
Journal:  Alzheimers Dement       Date:  2017-03-22       Impact factor: 21.566

Review 5.  2014 Update of the Alzheimer's Disease Neuroimaging Initiative: A review of papers published since its inception.

Authors:  Michael W Weiner; Dallas P Veitch; Paul S Aisen; Laurel A Beckett; Nigel J Cairns; Jesse Cedarbaum; Robert C Green; Danielle Harvey; Clifford R Jack; William Jagust; Johan Luthman; John C Morris; Ronald C Petersen; Andrew J Saykin; Leslie Shaw; Li Shen; Adam Schwarz; Arthur W Toga; John Q Trojanowski
Journal:  Alzheimers Dement       Date:  2015-06       Impact factor: 21.566

6.  Imaging-based enrichment criteria using deep learning algorithms for efficient clinical trials in mild cognitive impairment.

Authors:  Vamsi K Ithapu; Vikas Singh; Ozioma C Okonkwo; Richard J Chappell; N Maritza Dowling; Sterling C Johnson
Journal:  Alzheimers Dement       Date:  2015-06-18       Impact factor: 21.566

Review 7.  Impact of the Alzheimer's Disease Neuroimaging Initiative, 2004 to 2014.

Authors:  Michael W Weiner; Dallas P Veitch; Paul S Aisen; Laurel A Beckett; Nigel J Cairns; Jesse Cedarbaum; Michael C Donohue; Robert C Green; Danielle Harvey; Clifford R Jack; William Jagust; John C Morris; Ronald C Petersen; Andrew J Saykin; Leslie Shaw; Paul M Thompson; Arthur W Toga; John Q Trojanowski
Journal:  Alzheimers Dement       Date:  2015-07       Impact factor: 21.566

8.  Magnetic resonance imaging in Alzheimer's Disease Neuroimaging Initiative 2.

Authors:  Clifford R Jack; Josephine Barnes; Matt A Bernstein; Bret J Borowski; James Brewer; Shona Clegg; Anders M Dale; Owen Carmichael; Christopher Ching; Charles DeCarli; Rahul S Desikan; Christine Fennema-Notestine; Anders M Fjell; Evan Fletcher; Nick C Fox; Jeff Gunter; Boris A Gutman; Dominic Holland; Xue Hua; Philip Insel; Kejal Kantarci; Ron J Killiany; Gunnar Krueger; Kelvin K Leung; Scott Mackin; Pauline Maillard; Ian B Malone; Niklas Mattsson; Linda McEvoy; Marc Modat; Susanne Mueller; Rachel Nosheny; Sebastien Ourselin; Norbert Schuff; Matthew L Senjem; Alix Simonson; Paul M Thompson; Dan Rettmann; Prashanthi Vemuri; Kristine Walhovd; Yansong Zhao; Samantha Zuk; Michael Weiner
Journal:  Alzheimers Dement       Date:  2015-07       Impact factor: 21.566

9.  Enrichment of clinical trials in MCI due to AD using markers of amyloid and neurodegeneration.

Authors:  Robin Wolz; Adam J Schwarz; Katherine R Gray; Peng Yu; Derek L G Hill
Journal:  Neurology       Date:  2016-08-24       Impact factor: 9.910

Review 10.  Diffusion Magnetic Resonance Imaging-Based Biomarkers for Neurodegenerative Diseases.

Authors:  Koji Kamagata; Christina Andica; Ayumi Kato; Yuya Saito; Wataru Uchida; Taku Hatano; Matthew Lukies; Takashi Ogawa; Haruka Takeshige-Amano; Toshiaki Akashi; Akifumi Hagiwara; Shohei Fujita; Shigeki Aoki
Journal:  Int J Mol Sci       Date:  2021-05-14       Impact factor: 5.923

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.