BACKGROUND: The Mini-Mental State Examination continues to be used frequently to screen for cognitive impairment in older adults, but it remains unclear how to interpret changes in its score over time to distinguish age-associated cognitive decline from an early degenerative process. We aimed to generate cognitive charts for use in clinical practice for longitudinal evaluation of age-associated cognitive decline. METHODS: We used data from the Canadian Study of Health and Aging from 7569 participants aged 65 years or older who completed a Mini-Mental State Examination at baseline, and at 5 and 10 years later to develop a linear regression model for the Mini-Mental State Examination score as a function of age and education. Based on this model, we generated cognitive charts designed to optimize accuracy for distinguishing participants with dementia from healthy controls. We validated our model using a separate data set of 6501 participants from the National Alzheimer's Coordinating Center's Uniform Data Set. RESULTS: For baseline measurement, the cognitive charts had a sensitivity of 80% (95% confidence interval [CI] 75% to 84%) and a specificity of 89% (95% CI 88% to 90%) for distinguishing healthy controls from participants with dementia. Similar sensitivities and specificities were observed for a decline over time greater than 1 percentile zone from the first measurement. Results in the validation sample were comparable, albeit with lower sensitivities. Negative predictive value was 99%. INTERPRETATION: Our innovative model, which factors in age and education, showed validity and diagnostic accuracy for determining whether older patients show abnormal performance on serial Mini-Mental State Examination measurements. Similar to growth curves used in pediatrics, cognitive charts allow longitudinal cognitive evaluation and enable prompt initiation of investigation and treatment when appropriate.
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Bateman, Randall J.
Xiong, Chengjie
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Biostat, St Louis, MO USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Xiong, Chengjie
Benzinger, Tammie L. S.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Radiol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Benzinger, Tammie L. S.
Fagan, Anne M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Fagan, Anne M.
Goate, Alison
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Psychiat, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Goate, Alison
Fox, Nick C.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Inst Neurol, London WC1E 6BT, EnglandWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Fox, Nick C.
Marcus, Daniel S.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Radiol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Marcus, Daniel S.
Cairns, Nigel J.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Pathol & Immunol, St Louis, MO USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Cairns, Nigel J.
Xie, Xianyun
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Biostat, St Louis, MO USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Xie, Xianyun
Blazey, Tyler M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Radiol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Blazey, Tyler M.
Holtzman, David M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Holtzman, David M.
Santacruz, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Santacruz, Anna
Buckles, Virginia
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Buckles, Virginia
Oliver, Angela
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Oliver, Angela
Moulder, Krista
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Moulder, Krista
Aisen, Paul S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Aisen, Paul S.
Ghetti, Bernardino
论文数: 0引用数: 0
h-index: 0
机构:
Indiana Univ Sch Med, Dept Pathol & Lab Med, Indianapolis, IN USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Ghetti, Bernardino
Klunk, William E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Sch Med, Dept Psychiat, Pittsburgh, PA USA
Univ Pittsburgh, Sch Med, Dept Psychiat, Pittsburgh, PA USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Klunk, William E.
McDade, Eric
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Sch Med, Dept Psychiat, Pittsburgh, PA USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
McDade, Eric
Martins, Ralph N.
论文数: 0引用数: 0
h-index: 0
机构:
Edith Cowan Univ, Ctr Excellence Alzheimers Dis Res & Care, Joondalup, WA, AustraliaWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Martins, Ralph N.
Masters, Colin L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Mental Hlth Res Inst, Melbourne, Vic, AustraliaWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Masters, Colin L.
Mayeux, Richard
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ Coll Phys & Surg, Taub Inst Res Alzheimers Dis & Aging Brain, New York, NY 10032 USA
Columbia Univ Coll Phys & Surg, Dept Neurol, New York, NY 10032 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Mayeux, Richard
Ringman, John M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Neurol, Los Angeles, CA 90095 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Ringman, John M.
Rossor, Martin N.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Inst Neurol, London WC1E 6BT, EnglandWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Rossor, Martin N.
Schofield, Peter R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New S Wales, Sch Med Sci, Sydney, NSW, AustraliaWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Schofield, Peter R.
Sperling, Reisa A.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Brigham & Womens Hosp, Ctr Alzheimer Res & Treatment, Boston, MA 02114 USA
Massachusetts Gen Hosp, Brigham & Womens Hosp, Dept Neurol, Boston, MA 02114 USA
Harvard Univ, Sch Med, Boston, MA USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Sperling, Reisa A.
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机构:
Salloway, Stephen
Morris, John C.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
机构:
Univ Turku, Turku Univ Hosp, Turku PET Ctr, Turku, Finland
Univ Turku, Turku Univ Hosp, Clin Res Serv, Turku, FinlandUniv Gothenburg, Sahlgrenska Acad, Clin Neurochem Lab, SE-43180 Molndal, Sweden
Rinne, Juha O.
Salloway, Stephen
论文数: 0引用数: 0
h-index: 0
机构:
Brown Univ, Butler Hosp, Warren Alpert Med Sch, Providence, RI 02912 USAUniv Gothenburg, Sahlgrenska Acad, Clin Neurochem Lab, SE-43180 Molndal, Sweden
Salloway, Stephen
Wei, Jenny
论文数: 0引用数: 0
h-index: 0
机构:
Janssen Alzheimer Immunotherapy, San Francisco, CA USAUniv Gothenburg, Sahlgrenska Acad, Clin Neurochem Lab, SE-43180 Molndal, Sweden
Wei, Jenny
Black, Ronald
论文数: 0引用数: 0
h-index: 0
机构:
Pfizer, Collegeville, PA USAUniv Gothenburg, Sahlgrenska Acad, Clin Neurochem Lab, SE-43180 Molndal, Sweden
Black, Ronald
Grundman, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Global R&D Partners, San Diego, CA USAUniv Gothenburg, Sahlgrenska Acad, Clin Neurochem Lab, SE-43180 Molndal, Sweden
Grundman, Michael
Liu, Enchi
论文数: 0引用数: 0
h-index: 0
机构:
Janssen Alzheimer Immunotherapy, San Francisco, CA USAUniv Gothenburg, Sahlgrenska Acad, Clin Neurochem Lab, SE-43180 Molndal, Sweden
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Bateman, Randall J.
Xiong, Chengjie
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Biostat, St Louis, MO USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Xiong, Chengjie
Benzinger, Tammie L. S.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Radiol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Benzinger, Tammie L. S.
Fagan, Anne M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Fagan, Anne M.
Goate, Alison
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Psychiat, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Goate, Alison
Fox, Nick C.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Inst Neurol, London WC1E 6BT, EnglandWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Fox, Nick C.
Marcus, Daniel S.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Radiol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Marcus, Daniel S.
Cairns, Nigel J.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Pathol & Immunol, St Louis, MO USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Cairns, Nigel J.
Xie, Xianyun
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Biostat, St Louis, MO USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Xie, Xianyun
Blazey, Tyler M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Radiol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Blazey, Tyler M.
Holtzman, David M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Holtzman, David M.
Santacruz, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Santacruz, Anna
Buckles, Virginia
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Buckles, Virginia
Oliver, Angela
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Oliver, Angela
Moulder, Krista
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Moulder, Krista
Aisen, Paul S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Aisen, Paul S.
Ghetti, Bernardino
论文数: 0引用数: 0
h-index: 0
机构:
Indiana Univ Sch Med, Dept Pathol & Lab Med, Indianapolis, IN USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Ghetti, Bernardino
Klunk, William E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Sch Med, Dept Psychiat, Pittsburgh, PA USA
Univ Pittsburgh, Sch Med, Dept Psychiat, Pittsburgh, PA USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Klunk, William E.
McDade, Eric
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Sch Med, Dept Psychiat, Pittsburgh, PA USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
McDade, Eric
Martins, Ralph N.
论文数: 0引用数: 0
h-index: 0
机构:
Edith Cowan Univ, Ctr Excellence Alzheimers Dis Res & Care, Joondalup, WA, AustraliaWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Martins, Ralph N.
Masters, Colin L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Mental Hlth Res Inst, Melbourne, Vic, AustraliaWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Masters, Colin L.
Mayeux, Richard
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ Coll Phys & Surg, Taub Inst Res Alzheimers Dis & Aging Brain, New York, NY 10032 USA
Columbia Univ Coll Phys & Surg, Dept Neurol, New York, NY 10032 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Mayeux, Richard
Ringman, John M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Neurol, Los Angeles, CA 90095 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Ringman, John M.
Rossor, Martin N.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Inst Neurol, London WC1E 6BT, EnglandWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Rossor, Martin N.
Schofield, Peter R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New S Wales, Sch Med Sci, Sydney, NSW, AustraliaWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Schofield, Peter R.
Sperling, Reisa A.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Brigham & Womens Hosp, Ctr Alzheimer Res & Treatment, Boston, MA 02114 USA
Massachusetts Gen Hosp, Brigham & Womens Hosp, Dept Neurol, Boston, MA 02114 USA
Harvard Univ, Sch Med, Boston, MA USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Sperling, Reisa A.
论文数: 引用数:
h-index:
机构:
Salloway, Stephen
Morris, John C.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
机构:
Univ Turku, Turku Univ Hosp, Turku PET Ctr, Turku, Finland
Univ Turku, Turku Univ Hosp, Clin Res Serv, Turku, FinlandUniv Gothenburg, Sahlgrenska Acad, Clin Neurochem Lab, SE-43180 Molndal, Sweden
Rinne, Juha O.
Salloway, Stephen
论文数: 0引用数: 0
h-index: 0
机构:
Brown Univ, Butler Hosp, Warren Alpert Med Sch, Providence, RI 02912 USAUniv Gothenburg, Sahlgrenska Acad, Clin Neurochem Lab, SE-43180 Molndal, Sweden
Salloway, Stephen
Wei, Jenny
论文数: 0引用数: 0
h-index: 0
机构:
Janssen Alzheimer Immunotherapy, San Francisco, CA USAUniv Gothenburg, Sahlgrenska Acad, Clin Neurochem Lab, SE-43180 Molndal, Sweden
Wei, Jenny
Black, Ronald
论文数: 0引用数: 0
h-index: 0
机构:
Pfizer, Collegeville, PA USAUniv Gothenburg, Sahlgrenska Acad, Clin Neurochem Lab, SE-43180 Molndal, Sweden
Black, Ronald
Grundman, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Global R&D Partners, San Diego, CA USAUniv Gothenburg, Sahlgrenska Acad, Clin Neurochem Lab, SE-43180 Molndal, Sweden
Grundman, Michael
Liu, Enchi
论文数: 0引用数: 0
h-index: 0
机构:
Janssen Alzheimer Immunotherapy, San Francisco, CA USAUniv Gothenburg, Sahlgrenska Acad, Clin Neurochem Lab, SE-43180 Molndal, Sweden