Patient responses to placebo and sham effects are a major obstacle to the development of therapies for brain disorders, including Parkinson's disease (PD). Here, we used functional brain imaging and network analysis to study the circuitry underlying placebo effects in PD subjects randomized to sham surgery as part of a double-blind gene therapy trial. Metabolic imaging was performed prior to randomization, then again at 6 and 12 months after sham surgery. In this cohort, the sham response was associated with the expression of a distinct cerebello-limbic circuit. The expression of this network increased consistently in patients blinded to treatment and correlated with independent clinical ratings. Once patients were unblinded, network expression declined toward baseline levels. Analogous network alterations were not seen with open-label levodopa treatment or during disease progression. Furthermore, sham outcomes in blinded patients correlated with baseline network expression, suggesting the potential use of this quantitative measure to identify "sham-susceptible" subjects before randomization. Indeed, Monte Carlo simulations revealed that a priori exclusion of such individuals substantially lowers the number of randomized participants needed to demonstrate treatment efficacy. Individualized subject selection based on a predetermined network criterion may therefore limit the need for sham interventions in future clinical trials.
机构:
Univ British Columbia, Pacific Parkinsons Res Ctr, Vancouver, BC V6T 2B5, CanadaUniv British Columbia, Pacific Parkinsons Res Ctr, Vancouver, BC V6T 2B5, Canada
Cherkasova, Mariya V.
Stoessl, A. Jon
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机构:
Univ British Columbia, Pacific Parkinsons Res Ctr, Vancouver, BC V6T 2B5, CanadaUniv British Columbia, Pacific Parkinsons Res Ctr, Vancouver, BC V6T 2B5, Canada
机构:
Huazhong Univ Sci & Technol, Dept Neurol, Union Hosp, Tongji Med Coll, Wuhan 430074, Hubei, Peoples R ChinaHuazhong Univ Sci & Technol, Dept Neurol, Union Hosp, Tongji Med Coll, Wuhan 430074, Hubei, Peoples R China
Liu, Jinling
Dong, Jiangchuan
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机构:
Chongqing Med Univ, Dept Tradit Chinese Med, Chongqing, Peoples R ChinaHuazhong Univ Sci & Technol, Dept Neurol, Union Hosp, Tongji Med Coll, Wuhan 430074, Hubei, Peoples R China
Dong, Jiangchuan
Wang, Lei
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机构:
Weifang Peoples Hosp, Dept Neurol, Weifang, Shandong, Peoples R ChinaHuazhong Univ Sci & Technol, Dept Neurol, Union Hosp, Tongji Med Coll, Wuhan 430074, Hubei, Peoples R China
Wang, Lei
Su, Ying
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机构:
Huazhong Univ Sci & Technol, Dept Neurol, Union Hosp, Tongji Med Coll, Wuhan 430074, Hubei, Peoples R ChinaHuazhong Univ Sci & Technol, Dept Neurol, Union Hosp, Tongji Med Coll, Wuhan 430074, Hubei, Peoples R China
Su, Ying
Yan, Peng
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h-index: 0
机构:
Huazhong Univ Sci & Technol, Dept Neurol, Union Hosp, Tongji Med Coll, Wuhan 430074, Hubei, Peoples R ChinaHuazhong Univ Sci & Technol, Dept Neurol, Union Hosp, Tongji Med Coll, Wuhan 430074, Hubei, Peoples R China
Yan, Peng
Sun, Shenggang
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机构:
Huazhong Univ Sci & Technol, Dept Neurol, Union Hosp, Tongji Med Coll, Wuhan 430074, Hubei, Peoples R ChinaHuazhong Univ Sci & Technol, Dept Neurol, Union Hosp, Tongji Med Coll, Wuhan 430074, Hubei, Peoples R China
机构:
Univ Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Psychiat, Ann Arbor, MI 48109 USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Kim, Scott Y. H.
De Vries, Raymond
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Med Educ, Ann Arbor, MI 48109 USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
De Vries, Raymond
Holloway, Robert G.
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机构:
Univ Rochester, Dept Neurol, Rochester, NY USA
Univ Rochester, Dept Community & Prevent Med, Rochester, NY USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Holloway, Robert G.
Wilson, Renee
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Ctr Human Expt Therapeut, Rochester, NY USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Wilson, Renee
Parnami, Sonali
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Parnami, Sonali
Kim, H. Myra
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h-index: 0
机构:
Univ Michigan, Dept Biostat, Ann Arbor, MI 48109 USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Kim, H. Myra
Frank, Samuel
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机构:
Boston Univ, Dept Neurol, Boston, MA 02215 USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Frank, Samuel
Kieburtz, Karl
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Dept Neurol, Rochester, NY USA
Univ Rochester, Ctr Human Expt Therapeut, Rochester, NY USA
Univ Rochester, Dept Environm Med, Rochester, NY USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
机构:
Univ Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Psychiat, Ann Arbor, MI 48109 USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Kim, Scott Y. H.
Wilson, Renee M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Ctr Human Expt Therapeut, Rochester, NY USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Wilson, Renee M.
Kim, H. Myra
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Biostat, Ann Arbor, MI 48109 USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Kim, H. Myra
Holloway, Robert G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Dept Neurol, Rochester, NY USA
Univ Rochester, Dept Community & Prevent Med, Rochester, NY USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Holloway, Robert G.
De Vries, Raymond G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Med Educ, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Sociol, Ann Arbor, MI 48109 USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
De Vries, Raymond G.
Frank, Samuel A.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Med, Dept Neurol, Boston, MA 02118 USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
Frank, Samuel A.
Kieburtz, Karl
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Dept Neurol, Rochester, NY USA
Univ Rochester, Dept Environm Med, Rochester, NY USA
Univ Rochester, Ctr Human Expt Therapeut, Rochester, NY USAUniv Michigan, Ctr Bioeth & Social Sci Med, Ann Arbor, MI 48109 USA
机构:
Feinstein Inst Med Res, Ctr Neurosci, 350 Community Dr, Manhasset, NY 11030 USA
Univ Manitoba, Dept Human Anat & Cell Sci, Winnipeg, MB R3T 2N2, CanadaFeinstein Inst Med Res, Ctr Neurosci, 350 Community Dr, Manhasset, NY 11030 USA
Ko, Ji Hyun
Spetsieris, Phoebe G.
论文数: 0引用数: 0
h-index: 0
机构:
Feinstein Inst Med Res, Ctr Neurosci, 350 Community Dr, Manhasset, NY 11030 USAFeinstein Inst Med Res, Ctr Neurosci, 350 Community Dr, Manhasset, NY 11030 USA
Spetsieris, Phoebe G.
Eidelberg, David
论文数: 0引用数: 0
h-index: 0
机构:
Feinstein Inst Med Res, Ctr Neurosci, 350 Community Dr, Manhasset, NY 11030 USA
Northwell Hlth, Dept Neurol, Manhasset, NY 11030 USAFeinstein Inst Med Res, Ctr Neurosci, 350 Community Dr, Manhasset, NY 11030 USA