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Development and assessment of a composite score for memory in the Alzheimer's Disease Neuroimaging Initiative (ADNI).

We sought to develop and evaluate a composite memory score from the neuropsychological battery used in the Alzheimer’s Disease (AD) Neuroimaging Initiative (ADNI). We used modern psychometric approaches to analyze longitudinal Rey Auditory Verbal Learning Test (RAVLT, 2 versions), AD Assessment Sche... Full description

Journal Title: Brain imaging and behavior December 2012, Vol.6(4), pp.502-516
Main Author: Crane, Paul K
Other Authors: Carle, Adam , Gibbons, Laura E , Insel, Philip , Mackin, R Scott , Gross, Alden , Jones, Richard N , Mukherjee, Shubhabrata , Curtis, S Mckay , Harvey, Danielle , Weiner, Michael , Mungas, Dan , Crane, Paul K
Format: Electronic Article Electronic Article
Language: English
Subjects:
ID: E-ISSN: 1931-7565 ; DOI: 10.1007/s11682-012-9186-z
Link: http://search.proquest.com/docview/1285464768/?pq-origsite=primo
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title: Development and assessment of a composite score for memory in the Alzheimer's Disease Neuroimaging Initiative (ADNI).
format: Article
creator:
  • Crane, Paul K
  • Carle, Adam
  • Gibbons, Laura E
  • Insel, Philip
  • Mackin, R Scott
  • Gross, Alden
  • Jones, Richard N
  • Mukherjee, Shubhabrata
  • Curtis, S Mckay
  • Harvey, Danielle
  • Weiner, Michael
  • Mungas, Dan
  • Crane, Paul K
subjects:
  • Aged–Complications
  • Algorithms–Diagnosis
  • Alzheimer Disease–Complications
  • Cognitive Dysfunction–Diagnosis
  • Data Interpretation, Statistical–Methods
  • Female–Methods
  • Humans–Methods
  • Male–Methods
  • Neuropsychological Tests–Methods
  • Psychometrics–Methods
  • Severity of Illness Index–Methods
ispartof: Brain imaging and behavior, December 2012, Vol.6(4), pp.502-516
description: We sought to develop and evaluate a composite memory score from the neuropsychological battery used in the Alzheimer’s Disease (AD) Neuroimaging Initiative (ADNI). We used modern psychometric approaches to analyze longitudinal Rey Auditory Verbal Learning Test (RAVLT, 2 versions), AD Assessment Schedule - Cognition (ADAS-Cog, 3 versions), Mini-Mental State Examination (MMSE), and Logical Memory data to develop ADNI-Mem, a composite memory score. We compared RAVLT and ADAS-Cog versions, and compared ADNI-Mem to RAVLT recall sum scores, four ADAS-Cog-derived scores, the MMSE, and the Clinical Dementia Rating Sum of Boxes. We evaluated rates of decline in normal cognition, mild cognitive impairment (MCI), and AD, ability to predict conversion from MCI to AD, strength of association with selected imaging parameters, and ability to differentiate rates of decline between participants with and without AD cerebrospinal fluid (CSF) signatures. The second version of the RAVLT was harder than the first. The ADAS-Cog versions were of similar difficulty. ADNI-Mem was slightly better at detecting change than total RAVLT recall scores. It was as good as or better than all of the other scores at predicting conversion from MCI to AD. It was associated with all our selected imaging parameters for people with MCI and AD. Participants with MCI with an AD CSF signature had somewhat more rapid decline than did those without. This paper illustrates appropriate methods for addressing the different versions of word lists, and demonstrates the additional power to be gleaned with a psychometrically sound composite memory score.
language: eng
source:
identifier: E-ISSN: 1931-7565 ; DOI: 10.1007/s11682-012-9186-z
fulltext: fulltext
issn:
  • 19317565
  • 1931-7565
url: Link


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titleDevelopment and assessment of a composite score for memory in the Alzheimer's Disease Neuroimaging Initiative (ADNI).
creatorCrane, Paul K ; Carle, Adam ; Gibbons, Laura E ; Insel, Philip ; Mackin, R Scott ; Gross, Alden ; Jones, Richard N ; Mukherjee, Shubhabrata ; Curtis, S Mckay ; Harvey, Danielle ; Weiner, Michael ; Mungas, Dan ; Crane, Paul K
contributorWeiner, Michael (correspondence author) ; Aisen, Paul (record owner) ; Weiner, Michael ; Aisen, Paul ; Petersen, Ronald ; Jack, Clifford R ; Jagust, William ; Trojanowki, John Q ; Toga, Arthur W ; Beckett, Laurel ; Green, Robert C ; Saykin, Andrew J ; Morris, John ; Liu, Enchi ; Green, Robert C ; Montine, Tom ; Petersen, Ronald ; Aisen, Paul ; Gamst, Anthony ; Thomas, Ronald G ; Donohue, Michael ; Walter, Sarah ; Gessert, Devon ; Sather, Tamie ; Beckett, Laurel ; Harvey, Danielle ; Gamst, Anthony ; Donohue, Michael ; Kornak, John ; Jack, Clifford R ; Dale, Anders ; Bernstein, Matthew ; Felmlee, Joel ; Fox, Nick ; Thompson, Paul ; Schuff, Norbert ; Alexander, Gene ; Decarli, Charles ; Jagust, William ; Bandy, Dan ; Koeppe, Robert A ; Foster, Norm ; Reiman, Eric M ; Chen, Kewei ; Mathis, Chet ; Morris, John ; Cairns, Nigel J ; Taylor-Reinwald, Lisa ; Trojanowki, J Q ; Shaw, Les ; Lee, Virginia M Y ; Korecka, Magdalena ; Toga, Arthur W ; Crawford, Karen ; Neu, Scott ; Saykin, Andrew J ; Foroud, Tatiana M ; Potkin, Steven ; Shen, Li ; Kachaturian, Zaven ; Frank, Richard ; Snyder, Peter J ; Molchan, Susan ; Kaye, Jeffrey ; Quinn, Joseph ; Lind, Betty ; Dolen, Sara ; Schneider, Lon S ; Pawluczyk, Sonia ; Spann, Bryan M ; Brewer, James ; Vanderswag, Helen ; Heidebrink, Judith L ; Lord, Joanne L ; Petersen, Ronald ; Johnson, Kris ; Doody, Rachelle S ; Villanueva-Meyer, Javier ; Chowdhury, Munir ; Stern, Yaakov ; Honig, Lawrence S ; Bell, Karen L ; Morris, John C ; Ances, Beau ; Carroll, Maria ; Leon, Sue ; Mintun, Mark A ; Schneider, Stacy ; Marson, Daniel ; Griffith, Randall ; Clark, David ; Grossman, Hillel ; Mitsis, Effie ; Romirowsky, Aliza ; Detoledo-Morrell, Leyla ; Shah, Raj C ; Duara, Ranjan ; Varon, Daniel ; Roberts, Peggy ; Albert, Marilyn ; Onyike, Chiadi ; Kielb, Stephanie ; Rusinek, Henry ; de Leon, Mony J ; Glodzik, Lidia ; De Santi, Susan ; Doraiswamy, P Murali ; Petrella, Jeffrey R ; Coleman, R Edward ; Arnold, Steven E ; Karlawish, Jason H ; Wolk, David ; Smith, Charles D ; Jicha, Greg ; Hardy, Peter ; Lopez, Oscar L ; Oakley, Maryann ; Simpson, Donna M ; Porsteinsson, Anton P ; Goldstein, Bonnie S ; Martin, Kim ; Makino, Kelly M ; Ismail, M Saleem ; Brand, Connie ; Mulnard, Ruth A ; Thai, Gaby ; Mc-Adams-Ortiz, Catherine ; Womack, Kyle ; Mathews, Dana ; Quiceno, Mary ; Diaz-Arrastia, Ramon ; King, Richard ; Weiner, Myron ; Martin-Cook, Kristen ; Devous, Michael ; Levey, Allan I ; Lah, James J ; Cellar, Janet S ; Burns, Jeffrey M ; Anderson, Heather S ; Swerdlow, Russell H ; Apostolova, Liana ; Lu, Po H ; Bartzokis, George ; Silverman, Daniel H S ; Graff-Radford, Neill R ; Parfitt, Francine ; Johnson, Heather ; Farlow, Martin R ; Hake, Ann Marie ; Matthews, Brandy R ; Herring, Scott ; van Dyck, Christopher H ; Carson, Richard E ; Macavoy, Martha G ; Chertkow, Howard ; Bergman, Howard ; Hosein, Chris ; Black, Sandra ; Stefanovic, Bojana ; Caldwell, Curtis ; Hsiung, Ging-Yuek Robin ; Feldman, Howard ; Mudge, Benita ; Assaly, Michele ; Kertesz, Andrew ; Rogers, John ; Trost, Dick ; Bernick, Charles ; Munic, Donna ; Kerwin, Diana ; Mesulam, Marek-Marsel ; Lipowski, Kristina ; Wu, Chuang-Kuo ; Johnson, Nancy ; Sadowsky, Carl ; Martinez, Walter ; Villena, Teresa ; Turner, Raymond Scott ; Johnson, Kathleen ; Reynolds, Brigid ; Sperling, Reisa A ; Johnson, Keith A ; Marshall, Gad ; Frey, Meghan ; Yesavage, Jerome ; Taylor, Joy L ; Lane, Barton ; Rosen, Allyson ; Tinklenberg, Jared ; Sabbagh, Marwan ; Belden, Christine ; Jacobson, Sandra ; Kowall, Neil ; Killiany, Ronald ; Budson, Andrew E ; Norbash, Alexander ; Johnson, Patricia Lynn ; Obisesan, Thomas O ; Wolday, Saba ; Bwayo, Salome K ; Lerner, Alan ; Hudson, Leon ; Ogrocki, Paula ; Fletcher, Evan ; Carmichael, Owen ; Olichney, John ; Decarli, Charles ; Kittur, Smita ; Borrie, Michael ; Lee, T-Y ; Bartha, Rob ; Johnson, Sterling ; Asthana, Sanjay ; Carlsson, Cynthia M ; Potkin, Steven G ; Preda, Adrian ; Nguyen, Dana ; Tariot, Pierre ; Fleisher, Adam ; Reeder, Stephanie ; Bates, Vernice ; Capote, Horacio ; Rainka, Michelle ; Scharre, Douglas W ; Kataki, Maria ; Zimmerman, Earl A ; Celmins, Dzintra ; Brown, Alice D ; Pearlson, Godfrey D ; Blank, Karen ; Anderson, Karen ; Saykin, Andrew J ; Santulli, Robert B ; Schwartz, Eben S ; Sink, Kaycee M ; Williamson, Jeff D
ispartofBrain imaging and behavior, December 2012, Vol.6(4), pp.502-516
identifierE-ISSN: 1931-7565 ; DOI: 10.1007/s11682-012-9186-z
subjectAged–Complications ; Algorithms–Diagnosis ; Alzheimer Disease–Complications ; Cognitive Dysfunction–Diagnosis ; Data Interpretation, Statistical–Methods ; Female–Methods ; Humans–Methods ; Male–Methods ; Neuropsychological Tests–Methods ; Psychometrics–Methods ; Severity of Illness Index–Methods
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descriptionWe sought to develop and evaluate a composite memory score from the neuropsychological battery used in the Alzheimer’s Disease (AD) Neuroimaging Initiative (ADNI). We used modern psychometric approaches to analyze longitudinal Rey Auditory Verbal Learning Test (RAVLT, 2 versions), AD Assessment Schedule - Cognition (ADAS-Cog, 3 versions), Mini-Mental State Examination (MMSE), and Logical Memory data to develop ADNI-Mem, a composite memory score. We compared RAVLT and ADAS-Cog versions, and compared ADNI-Mem to RAVLT recall sum scores, four ADAS-Cog-derived scores, the MMSE, and the Clinical Dementia Rating Sum of Boxes. We evaluated rates of decline in normal cognition, mild cognitive impairment (MCI), and AD, ability to predict conversion from MCI to AD, strength of association with selected imaging parameters, and ability to differentiate rates of decline between participants with and without AD cerebrospinal fluid (CSF) signatures. The second version of the RAVLT was harder than the first. The ADAS-Cog versions were of similar difficulty. ADNI-Mem was slightly better at detecting change than total RAVLT recall scores. It was as good as or better than all of the other scores at predicting conversion from MCI to AD. It was associated with all our selected imaging parameters for people with MCI and AD. Participants with MCI with an AD CSF signature had somewhat more rapid decline than did those without. This paper illustrates appropriate methods for addressing the different versions of word lists, and demonstrates the additional power to be gleaned with a psychometrically sound composite memory score.
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1Carle, Adam
2Gibbons, Laura E
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5Gross, Alden
6Jones, Richard N
7Mukherjee, Shubhabrata
8Curtis, S Mckay
9Harvey, Danielle
10Weiner, Michael
11Mungas, Dan
titleDevelopment and assessment of a composite score for memory in the Alzheimer's Disease Neuroimaging Initiative (ADNI).
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0Aged–Complications
1Algorithms–Diagnosis
2Alzheimer Disease–Complications
3Cognitive Dysfunction–Diagnosis
4Data Interpretation, Statistical–Methods
5Female–Methods
6Humans–Methods
7Male–Methods
8Neuropsychological Tests–Methods
9Psychometrics–Methods
10Severity of Illness Index–Methods
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3Jack, Clifford R
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7Beckett, Laurel
8Green, Robert C
9Saykin, Andrew J
10Morris, John
11Liu, Enchi
12Montine, Tom
13Gamst, Anthony
14Thomas, Ronald G
15Donohue, Michael
16Walter, Sarah
17Gessert, Devon
18Sather, Tamie
19Harvey, Danielle
20Kornak, John
21Dale, Anders
22Bernstein, Matthew
23Felmlee, Joel
24Fox, Nick
25Thompson, Paul
26Schuff, Norbert
27Alexander, Gene
28Decarli, Charles
29Bandy, Dan
30Koeppe, Robert A
31Foster, Norm
32Reiman, Eric M
33Chen, Kewei
34Mathis, Chet
35Cairns, Nigel J
36Taylor-Reinwald, Lisa
37Trojanowki, J Q
38Shaw, Les
39Lee, Virginia M Y
40Korecka, Magdalena
41Crawford, Karen
42Neu, Scott
43Foroud, Tatiana M
44Potkin, Steven
45Shen, Li
46Kachaturian, Zaven
47Frank, Richard
48Snyder, Peter J
49Molchan, Susan
50Kaye, Jeffrey
51Quinn, Joseph
52Lind, Betty
53Dolen, Sara
54Schneider, Lon S
55Pawluczyk, Sonia
56Spann, Bryan M
57Brewer, James
58Vanderswag, Helen
59Heidebrink, Judith L
60Lord, Joanne L
61Johnson, Kris
62Doody, Rachelle S
63Villanueva-Meyer, Javier
64Chowdhury, Munir
65Stern, Yaakov
66Honig, Lawrence S
67Bell, Karen L
68Morris, John C
69Ances, Beau
70Carroll, Maria
71Leon, Sue
72Mintun, Mark A
73Schneider, Stacy
74Marson, Daniel
75Griffith, Randall
76Clark, David
77Grossman, Hillel
78Mitsis, Effie
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99Jicha, Greg
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titleDevelopment and assessment of a composite score for memory in the Alzheimer's Disease Neuroimaging Initiative (ADNI).
authorCrane, Paul K ; Carle, Adam ; Gibbons, Laura E ; Insel, Philip ; Mackin, R Scott ; Gross, Alden ; Jones, Richard N ; Mukherjee, Shubhabrata ; Curtis, S Mckay ; Harvey, Danielle ; Weiner, Michael ; Mungas, Dan ; Crane, Paul K
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1Algorithms–Diagnosis
2Alzheimer Disease–Complications
3Cognitive Dysfunction–Diagnosis
4Data Interpretation, Statistical–Methods
5Female–Methods
6Humans–Methods
7Male–Methods
8Neuropsychological Tests–Methods
9Psychometrics–Methods
10Severity of Illness Index–Methods
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0Crane, Paul K
1Carle, Adam
2Gibbons, Laura E
3Insel, Philip
4Mackin, R Scott
5Gross, Alden
6Jones, Richard N
7Mukherjee, Shubhabrata
8Curtis, S Mckay
9Harvey, Danielle
10Weiner, Michael
11Mungas, Dan
12Aisen, Paul
13Petersen, Ronald
14Jack, Clifford R
15Jagust, William
16Trojanowki, John Q
17Toga, Arthur W
18Beckett, Laurel
19Green, Robert C
20Saykin, Andrew J
21Morris, John
22Liu, Enchi
23Montine, Tom
24Gamst, Anthony
25Thomas, Ronald G
26Donohue, Michael
27Walter, Sarah
28Gessert, Devon
29Sather, Tamie
30Kornak, John
31Dale, Anders
32Bernstein, Matthew
33Felmlee, Joel
34Fox, Nick
35Thompson, Paul
36Schuff, Norbert
37Alexander, Gene
38Decarli, Charles
39Bandy, Dan
40Koeppe, Robert A
41Foster, Norm
42Reiman, Eric M
43Chen, Kewei
44Mathis, Chet
45Cairns, Nigel J
46Taylor-Reinwald, Lisa
47Trojanowki, J Q
48Shaw, Les
49Lee, Virginia M Y
50Korecka, Magdalena
51Crawford, Karen
52Neu, Scott
53Foroud, Tatiana M
54Potkin, Steven
55Shen, Li
56Kachaturian, Zaven
57Frank, Richard
58Snyder, Peter J
59Molchan, Susan
60Kaye, Jeffrey
61Quinn, Joseph
62Lind, Betty
63Dolen, Sara
64Schneider, Lon S
65Pawluczyk, Sonia
66Spann, Bryan M
67Brewer, James
68Vanderswag, Helen
69Heidebrink, Judith L
70Lord, Joanne L
71Johnson, Kris
72Doody, Rachelle S
73Villanueva-Meyer, Javier
74Chowdhury, Munir
75Stern, Yaakov
76Honig, Lawrence S
77Bell, Karen L
78Morris, John C
79Ances, Beau
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81Leon, Sue
82Mintun, Mark A
83Schneider, Stacy
84Marson, Daniel
85Griffith, Randall
86Clark, David
87Grossman, Hillel
88Mitsis, Effie
89Romirowsky, Aliza
90Detoledo-Morrell, Leyla
91Shah, Raj C
92Duara, Ranjan
93Varon, Daniel
94Roberts, Peggy
95Albert, Marilyn
96Onyike, Chiadi
97Kielb, Stephanie
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8Green, Robert C
9Saykin, Andrew J
10Morris, John
11Liu, Enchi
12Montine, Tom
13Gamst, Anthony
14Thomas, Ronald G
15Donohue, Michael
16Walter, Sarah
17Gessert, Devon
18Sather, Tamie
19Harvey, Danielle
20Kornak, John
21Dale, Anders
22Bernstein, Matthew
23Felmlee, Joel
24Fox, Nick
25Thompson, Paul
26Schuff, Norbert
27Alexander, Gene
28DeCarli, Charles
29Bandy, Dan
30Koeppe, Robert A
31Foster, Norm
32Reiman, Eric M
33Chen, Kewei
34Mathis, Chet
35Cairns, Nigel J
36Taylor-Reinwald, Lisa
37Trojanowki, J Q
38Shaw, Les
39Lee, Virginia M Y
40Korecka, Magdalena
41Crawford, Karen
42Neu, Scott
43Foroud, Tatiana M
44Potkin, Steven
45Shen, Li
46Kachaturian, Zaven
47Frank, Richard
48Snyder, Peter J
49Molchan, Susan
50Kaye, Jeffrey
51Quinn, Joseph
52Lind, Betty
53Dolen, Sara
54Schneider, Lon S
55Pawluczyk, Sonia
56Spann, Bryan M
57Brewer, James
58Vanderswag, Helen
59Heidebrink, Judith L
60Lord, Joanne L
61Johnson, Kris
62Doody, Rachelle S
63Villanueva-Meyer, Javier
64Chowdhury, Munir
65Stern, Yaakov
66Honig, Lawrence S
67Bell, Karen L
68Morris, John C
69Ances, Beau
70Carroll, Maria
71Leon, Sue
72Mintun, Mark A
73Schneider, Stacy
74Marson, Daniel
75Griffith, Randall
76Clark, David
77Grossman, Hillel
78Mitsis, Effie
79Romirowsky, Aliza
80deToledo-Morrell, Leyla
81Shah, Raj C
82Duara, Ranjan
83Varon, Daniel
84Roberts, Peggy
85Albert, Marilyn
86Onyike, Chiadi
87Kielb, Stephanie
88Rusinek, Henry
89de Leon, Mony J
90Glodzik, Lidia
91De Santi, Susan
92Doraiswamy, P Murali
93Petrella, Jeffrey R
94Coleman, R Edward
95Arnold, Steven E
96Karlawish, Jason H
97Wolk, David
98Smith, Charles D
99Jicha, Greg
100...
atitleDevelopment and assessment of a composite score for memory in the Alzheimer's Disease Neuroimaging Initiative (ADNI).
jtitleBrain imaging and behavior
risdate20121201
volume6
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date2012-12-01