OBJECTIVE-Time-related biases in observational studies of drug effects have been described extensively in different therapeutic areas but less so in diabetes. Immortal time bias, time-window bias, and time-lag bias all tend to greatly exaggerate the benefits observed with a drug. RESEARCH DESIGN AND METHODS-These time-related biases are described and shown to be prominent in observational studies that have associated metformin with impressive reductions in the incidence of and mortality from cancer. As a consequence, metformin received much attention as a potential anticancer agent; these observational studies sparked the conduction of randomized, controlled trials of metformin as cancer treatment. However, the spectacular effects reported in these studies are compatible with time-related biases. RESULTS-We found that 13 observational studies suffered from immortal time bias; 9 studies had not considered time-window bias, whereas other studies did not consider inherent time-lagging issues when comparing the first-line treatment metformin with second-or third-line treatments. These studies, subject to time-related biases that are avoidable with proper study design and data analysis, led to illusory extraordinarily significant effects, with reductions in cancer risk with metformin ranging from 20 to 94%. Three studies that avoided these biases reported no effect of metformin use on cancer incidence. CONCLUSIONS-Although observational studies are important to better understand the effects of drugs, their proper design and analysis is essential to avoid major time-related biases. With respect to metformin, the scientific evidence of its potential beneficial effects on cancer would need to be reassessed critically before embarking on further long and expensive trials.
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[1]
[Anonymous], CAN UROL ASS J
[2]
Arana A, 2011, EPIDEMIOLOGY, V22, P876, DOI [10.1097/EDE.0b013e31823198fc, 10.1097/EDE.0b013e3182093a0f]
机构:
Sir Mortimer B Davis Jewish Hosp, Ctr Clin Epidemiol & Community Studies, Montreal, PQ H3T 1E2, CanadaSir Mortimer B Davis Jewish Hosp, Ctr Clin Epidemiol & Community Studies, Montreal, PQ H3T 1E2, Canada
机构:
Univ Texas MD Anderson Canc Ctr, Div Canc Med, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Bayraktar, Soley
Hernadez-Aya, Leonel F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Univ Miami, Miller Sch Med, Dept Internal Med, W Palm Beach, FL USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Hernadez-Aya, Leonel F.
Lei, Xiudong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Biostat, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Lei, Xiudong
Meric-Bernstam, Funda
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Surg Oncol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Meric-Bernstam, Funda
Litton, Jennifer K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Litton, Jennifer K.
Hsu, Limin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Hsu, Limin
Hortobagyi, Gabriel N.
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h-index: 0
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Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Hortobagyi, Gabriel N.
Gonzalez-Angulo, Ana M.
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h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Dept Syst Biol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
机构:
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
Univ Basel Hosp, Emergency Dept, CH-4031 Basel, SwitzerlandUniv Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
Bodmer, Michael
Becker, Claudia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, SwitzerlandUniv Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
Becker, Claudia
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Meier, Christian
Jick, Susan S.
论文数: 0引用数: 0
h-index: 0
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Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USAUniv Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
Jick, Susan S.
Meier, Christoph R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USAUniv Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
机构:
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, CH-4003 Basel, SwitzerlandUniv Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
Becker, Claudia
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h-index:
机构:
Meier, Christian
Jick, Susan S.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USAUniv Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
Jick, Susan S.
Meier, Christoph R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, CH-4003 Basel, Switzerland
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USAUniv Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
机构:
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, CH-4003 Basel, SwitzerlandUniv Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
Becker, Claudia
论文数: 引用数:
h-index:
机构:
Meier, Christian
Jick, Susan S.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USAUniv Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
Jick, Susan S.
Meier, Christoph R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, CH-4003 Basel, Switzerland
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USAUniv Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
机构:
Univ Basel Hosp, Div Clin Pharmacol & Toxicol, CH-4031 Basel, Switzerland
Denver Hlth, Rocky Mt Poison & Drug Ctr, Denver, CO USABoston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USA
Bodmer, Michael
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Meier, Christian
Krahenbuehl, Stephan
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h-index: 0
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Univ Basel Hosp, Div Clin Pharmacol & Toxicol, CH-4031 Basel, SwitzerlandBoston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USA
Krahenbuehl, Stephan
Jick, Susan S.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USA
Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA USABoston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USA
Jick, Susan S.
Meier, Christoph R.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USA
Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA USA
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
Univ Basel Hosp, Hosp Pharm, CH-4031 Basel, SwitzerlandBoston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USA
机构:
Boston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02118 USA
Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, DenmarkBoston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
Bosco, Jaclyn Lee Fong
Antonsen, Sussie
论文数: 0引用数: 0
h-index: 0
机构:
Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, DenmarkBoston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
Antonsen, Sussie
Sorensen, Henrik Toft
论文数: 0引用数: 0
h-index: 0
机构:
Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, DenmarkBoston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
Sorensen, Henrik Toft
Pedersen, Lars
论文数: 0引用数: 0
h-index: 0
机构:
Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, DenmarkBoston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
Pedersen, Lars
Lash, Timothy L.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02118 USA
Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, DenmarkBoston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
机构:
Sir Mortimer B Davis Jewish Hosp, Ctr Clin Epidemiol & Community Studies, Montreal, PQ H3T 1E2, CanadaSir Mortimer B Davis Jewish Hosp, Ctr Clin Epidemiol & Community Studies, Montreal, PQ H3T 1E2, Canada
机构:
Univ Texas MD Anderson Canc Ctr, Div Canc Med, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Bayraktar, Soley
Hernadez-Aya, Leonel F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Univ Miami, Miller Sch Med, Dept Internal Med, W Palm Beach, FL USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Hernadez-Aya, Leonel F.
Lei, Xiudong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Biostat, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Lei, Xiudong
Meric-Bernstam, Funda
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Surg Oncol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Meric-Bernstam, Funda
Litton, Jennifer K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Litton, Jennifer K.
Hsu, Limin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Hsu, Limin
Hortobagyi, Gabriel N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Hortobagyi, Gabriel N.
Gonzalez-Angulo, Ana M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Dept Syst Biol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
机构:
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
Univ Basel Hosp, Emergency Dept, CH-4031 Basel, SwitzerlandUniv Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
Bodmer, Michael
Becker, Claudia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, SwitzerlandUniv Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
Becker, Claudia
论文数: 引用数:
h-index:
机构:
Meier, Christian
Jick, Susan S.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USAUniv Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
Jick, Susan S.
Meier, Christoph R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USAUniv Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
机构:
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, CH-4003 Basel, SwitzerlandUniv Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
Becker, Claudia
论文数: 引用数:
h-index:
机构:
Meier, Christian
Jick, Susan S.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USAUniv Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
Jick, Susan S.
Meier, Christoph R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, CH-4003 Basel, Switzerland
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USAUniv Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
机构:
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, CH-4003 Basel, SwitzerlandUniv Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
Becker, Claudia
论文数: 引用数:
h-index:
机构:
Meier, Christian
Jick, Susan S.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USAUniv Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
Jick, Susan S.
Meier, Christoph R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, CH-4003 Basel, Switzerland
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USAUniv Basel Hosp, Hosp Pharm, Basel Pharmacoepidemiol Unit, CH-4031 Basel, Switzerland
机构:
Univ Basel Hosp, Div Clin Pharmacol & Toxicol, CH-4031 Basel, Switzerland
Denver Hlth, Rocky Mt Poison & Drug Ctr, Denver, CO USABoston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USA
Bodmer, Michael
论文数: 引用数:
h-index:
机构:
Meier, Christian
Krahenbuehl, Stephan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Basel Hosp, Div Clin Pharmacol & Toxicol, CH-4031 Basel, SwitzerlandBoston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USA
Krahenbuehl, Stephan
Jick, Susan S.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USA
Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA USABoston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USA
Jick, Susan S.
Meier, Christoph R.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USA
Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA USA
Univ Basel, Dept Pharmaceut Sci, Div Clin Pharm & Epidemiol, Basel Pharmacoepidemiol Unit, Basel, Switzerland
Univ Basel Hosp, Hosp Pharm, CH-4031 Basel, SwitzerlandBoston Univ, Sch Med, Boston Collaborat Drug Surveillance Program, Lexington, MA USA
机构:
Boston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02118 USA
Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, DenmarkBoston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
Bosco, Jaclyn Lee Fong
Antonsen, Sussie
论文数: 0引用数: 0
h-index: 0
机构:
Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, DenmarkBoston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
Antonsen, Sussie
Sorensen, Henrik Toft
论文数: 0引用数: 0
h-index: 0
机构:
Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, DenmarkBoston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
Sorensen, Henrik Toft
Pedersen, Lars
论文数: 0引用数: 0
h-index: 0
机构:
Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, DenmarkBoston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
Pedersen, Lars
Lash, Timothy L.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA
Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02118 USA
Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, DenmarkBoston Univ, Med Ctr, Dept Med, Sect Geriatr, Boston, MA 02118 USA