Confusing placebo effect with natural history in epilepsy: A big data approach. Issue 3 (29th July 2015)
- Record Type:
- Journal Article
- Title:
- Confusing placebo effect with natural history in epilepsy: A big data approach. Issue 3 (29th July 2015)
- Main Title:
- Confusing placebo effect with natural history in epilepsy: A big data approach
- Authors:
- Goldenholz, Daniel M.
Moss, Robert
Scott, Jonathan
Auh, Sungyoung
Theodore, William H. - Abstract:
- <abstract abstract-type="main"> <title> <x xml:space="preserve">Abstract</x> </title> <p>For unknown reasons, placebos reduce seizures in clinical trials in many patients. It is also unclear why some drugs showing statistical superiority to placebo in one trial may fail to do so in another. Using <ext-link ext-link-type="uri" xlink:href="http://Seizuretracker.com" xlink:type="simple" xmlns:xlink="http://www.w3.org/1999/xlink">Seizuretracker.com</ext-link>, a patient‐centered database of 684, 825 seizures, we simulated "placebo" and "drug" trials. These simulations were employed to clarify the sources of placebo effects in epilepsy, and to identify methods of diminishing placebo effects. Simulation 1 included 9 trials with a 6‐week baseline and 6‐week test period, starting at time 0, 3, 6…24 months. Here, "placebo" reduced seizures regardless of study start time. Regression‐to‐the‐mean persisted only for 3 to 6 months. Simulation 2 comprised a 6‐week baseline and then 2 years of follow‐up. Seizure frequencies continued to improve throughout follow‐up. Although the group improved, individuals switched from improvement to worsening and back. Simulation 3 involved a placebo‐controlled "drug" trial, to explore methods of placebo response reduction. An efficacious "drug" failed to demonstrate a significant effect compared with "placebo" (<italic>p</italic> = 0.12), although modifications either in study start time (<italic>p</italic> = 0.025) or baseline population reduction<abstract abstract-type="main"> <title> <x xml:space="preserve">Abstract</x> </title> <p>For unknown reasons, placebos reduce seizures in clinical trials in many patients. It is also unclear why some drugs showing statistical superiority to placebo in one trial may fail to do so in another. Using <ext-link ext-link-type="uri" xlink:href="http://Seizuretracker.com" xlink:type="simple" xmlns:xlink="http://www.w3.org/1999/xlink">Seizuretracker.com</ext-link>, a patient‐centered database of 684, 825 seizures, we simulated "placebo" and "drug" trials. These simulations were employed to clarify the sources of placebo effects in epilepsy, and to identify methods of diminishing placebo effects. Simulation 1 included 9 trials with a 6‐week baseline and 6‐week test period, starting at time 0, 3, 6…24 months. Here, "placebo" reduced seizures regardless of study start time. Regression‐to‐the‐mean persisted only for 3 to 6 months. Simulation 2 comprised a 6‐week baseline and then 2 years of follow‐up. Seizure frequencies continued to improve throughout follow‐up. Although the group improved, individuals switched from improvement to worsening and back. Simulation 3 involved a placebo‐controlled "drug" trial, to explore methods of placebo response reduction. An efficacious "drug" failed to demonstrate a significant effect compared with "placebo" (<italic>p</italic> = 0.12), although modifications either in study start time (<italic>p</italic> = 0.025) or baseline population reduction (<italic>p</italic> = 0.0028) allowed the drug to achieve a statistically significant effect compared with placebo. In epilepsy clinical trials, some seizure reduction traditionally attributed to placebo effect may reflect the natural course of the disease itself. Understanding these dynamics will allow future investigations into optimal clinical trial design and may lead to identification of more effective therapies. Ann Neurol 2015;78:329–336</p> </abstract> … (more)
- Is Part Of:
- Annals of neurology. Volume 78:Issue 3(2015:Sep.)
- Journal:
- Annals of neurology
- Issue:
- Volume 78:Issue 3(2015:Sep.)
- Issue Display:
- Volume 78, Issue 3 (2015)
- Year:
- 2015
- Volume:
- 78
- Issue:
- 3
- Issue Sort Value:
- 2015-0078-0003-0000
- Page Start:
- 329
- Page End:
- 336
- Publication Date:
- 2015-07-29
- Subjects:
- Neurology -- Periodicals
Pediatric neurology -- Periodicals
Nervous system -- Surgery -- Periodicals
616.8 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1531-8249 ↗
http://www3.interscience.wiley.com/cgi-bin/jhome/109668537 ↗
http://www3.interscience.wiley.com/cgi-bin/jhome/76507645 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/ana.24470 ↗
- Languages:
- English
- ISSNs:
- 0364-5134
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 1043.140000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 4051.xml