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A composite score for executive functioning, validated in Alzheimer's Disease Neuroimaging Initiative (ADNI) participants with baseline mild cognitive impairment.

The Alzheimer’s Disease Neuroimaging Initiative (ADNI) measures abilities broadly related to executive function (EF), including WAIS-R Digit Symbol Substitution, Digit Span Backwards, Trails A and B, Category Fluency, and Clock Drawing. This study investigates whether a composite executive function... Full description

Journal Title: Brain imaging and behavior December 2012, Vol.6(4), pp.517-527
Main Author: Gibbons, Laura E
Other Authors: Carle, Adam C , Mackin, R Scott , Harvey, Danielle , Mukherjee, Shubhabrata , Insel, Philip , Curtis, S Mckay , Mungas, Dan , Crane, Paul K , Gibbons, Laura E
Format: Electronic Article Electronic Article
Language: English
Subjects:
ID: E-ISSN: 1931-7565 ; DOI: 10.1007/s11682-012-9176-1
Link: http://search.proquest.com/docview/1285464744/?pq-origsite=primo
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title: A composite score for executive functioning, validated in Alzheimer's Disease Neuroimaging Initiative (ADNI) participants with baseline mild cognitive impairment.
format: Article
creator:
  • Gibbons, Laura E
  • Carle, Adam C
  • Mackin, R Scott
  • Harvey, Danielle
  • Mukherjee, Shubhabrata
  • Insel, Philip
  • Curtis, S Mckay
  • Mungas, Dan
  • Crane, Paul K
  • Gibbons, Laura E
subjects:
  • Aged–Complications
  • Algorithms–Diagnosis
  • Alzheimer Disease–Complications
  • Cognitive Dysfunction–Diagnosis
  • Data Interpretation, Statistical–Methods
  • Executive Function–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.517-527
description: The Alzheimer’s Disease Neuroimaging Initiative (ADNI) measures abilities broadly related to executive function (EF), including WAIS-R Digit Symbol Substitution, Digit Span Backwards, Trails A and B, Category Fluency, and Clock Drawing. This study investigates whether a composite executive function measure based on these multiple indicators has better psychometric characteristics than the widely used individual components. We applied item response theory methods to 800 ADNI participants to derive an EF composite score (ADNI-EF) from the above measures. We then compared ADNI-EF with component measures in 390 longitudinally-followed participants with mild cognitive impairment (MCI) with respect to: (1) Ability to detect change over time; (2) Ability to predict conversion to dementia; (3) Strength of cross-sectional association with MRI-derived measures of structures involved in frontal systems, and (4) Strength of baseline association with cerebrospinal fluid (CSF) levels of amyloid β 1-42 , total tau, and phosphorylated tau 181P . ADNI-EF showed the greatest change over time, followed closely by Category Fluency. ADNI-EF needed a 40 % smaller sample size to detect change. ADNI-EF was the strongest predictor of AD conversion. ADNI-EF was the only measure significantly associated with all the MRI regions, though other measures were more strongly associated in a few of the regions. ADNI-EF was associated with all the CSF measures. ADNI-EF appears to be a useful composite measure of EF in MCI, as good as or better than any of its composite parts. This study demonstrates an approach to developing a psychometrically sophisticated composite score from commonly-used tests.
language: eng
source:
identifier: E-ISSN: 1931-7565 ; DOI: 10.1007/s11682-012-9176-1
fulltext: fulltext
issn:
  • 19317565
  • 1931-7565
url: Link


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titleA composite score for executive functioning, validated in Alzheimer's Disease Neuroimaging Initiative (ADNI) participants with baseline mild cognitive impairment.
creatorGibbons, Laura E ; Carle, Adam C ; Mackin, R Scott ; Harvey, Danielle ; Mukherjee, Shubhabrata ; Insel, Philip ; Curtis, S Mckay ; Mungas, Dan ; Crane, Paul K ; Gibbons, Laura E
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 ; Garg, Pradeep ; Watkins, Franklin ; Ott, Brian R
ispartofBrain imaging and behavior, December 2012, Vol.6(4), pp.517-527
identifierE-ISSN: 1931-7565 ; DOI: 10.1007/s11682-012-9176-1
subjectAged–Complications ; Algorithms–Diagnosis ; Alzheimer Disease–Complications ; Cognitive Dysfunction–Diagnosis ; Data Interpretation, Statistical–Methods ; Executive Function–Methods ; Female–Methods ; Humans–Methods ; Male–Methods ; Neuropsychological Tests–Methods ; Psychometrics–Methods ; Severity of Illness Index–Methods
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descriptionThe Alzheimer’s Disease Neuroimaging Initiative (ADNI) measures abilities broadly related to executive function (EF), including WAIS-R Digit Symbol Substitution, Digit Span Backwards, Trails A and B, Category Fluency, and Clock Drawing. This study investigates whether a composite executive function measure based on these multiple indicators has better psychometric characteristics than the widely used individual components. We applied item response theory methods to 800 ADNI participants to derive an EF composite score (ADNI-EF) from the above measures. We then compared ADNI-EF with component measures in 390 longitudinally-followed participants with mild cognitive impairment (MCI) with respect to: (1) Ability to detect change over time; (2) Ability to predict conversion to dementia; (3) Strength of cross-sectional association with MRI-derived measures of structures involved in frontal systems, and (4) Strength of baseline association with cerebrospinal fluid (CSF) levels of amyloid β 1-42 , total tau, and phosphorylated tau 181P . ADNI-EF showed the greatest change over time, followed closely by Category Fluency. ADNI-EF needed a 40 % smaller sample size to detect change. ADNI-EF was the strongest predictor of AD conversion. ADNI-EF was the only measure significantly associated with all the MRI regions, though other measures were more strongly associated in a few of the regions. ADNI-EF was associated with all the CSF measures. ADNI-EF appears to be a useful composite measure of EF in MCI, as good as or better than any of its composite parts. This study demonstrates an approach to developing a psychometrically sophisticated composite score from commonly-used tests.
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2Mackin, R Scott
3Harvey, Danielle
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5Insel, Philip
6Curtis, S Mckay
7Mungas, Dan
8Crane, Paul K
titleA composite score for executive functioning, validated in Alzheimer's Disease Neuroimaging Initiative (ADNI) participants with baseline mild cognitive impairment.
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1Algorithms–Diagnosis
2Alzheimer Disease–Complications
3Cognitive Dysfunction–Diagnosis
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6Female–Methods
7Humans–Methods
8Male–Methods
9Neuropsychological Tests–Methods
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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
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67Bell, Karen L
68Morris, John C
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76Clark, David
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titleA composite score for executive functioning, validated in Alzheimer's Disease Neuroimaging Initiative (ADNI) participants with baseline mild cognitive impairment.
authorGibbons, Laura E ; Carle, Adam C ; Mackin, R Scott ; Harvey, Danielle ; Mukherjee, Shubhabrata ; Insel, Philip ; Curtis, S Mckay ; Mungas, Dan ; Crane, Paul K ; Gibbons, Laura E
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1Algorithms–Diagnosis
2Alzheimer Disease–Complications
3Cognitive Dysfunction–Diagnosis
4Data Interpretation, Statistical–Methods
5Executive Function–Methods
6Female–Methods
7Humans–Methods
8Male–Methods
9Neuropsychological Tests–Methods
10Psychometrics–Methods
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1Carle, Adam C
2Mackin, R Scott
3Harvey, Danielle
4Mukherjee, Shubhabrata
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6Curtis, S Mckay
7Mungas, Dan
8Crane, Paul K
9Weiner, Michael
10Aisen, Paul
11Petersen, Ronald
12Jack, Clifford R
13Jagust, William
14Trojanowki, John Q
15Toga, Arthur W
16Beckett, Laurel
17Green, Robert C
18Saykin, Andrew J
19Morris, John
20Liu, Enchi
21Montine, Tom
22Gamst, Anthony
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24Donohue, Michael
25Walter, Sarah
26Gessert, Devon
27Sather, Tamie
28Kornak, John
29Dale, Anders
30Bernstein, Matthew
31Felmlee, Joel
32Fox, Nick
33Thompson, Paul
34Schuff, Norbert
35Alexander, Gene
36Decarli, Charles
37Bandy, Dan
38Koeppe, Robert A
39Foster, Norm
40Reiman, Eric M
41Chen, Kewei
42Mathis, Chet
43Cairns, Nigel J
44Taylor-Reinwald, Lisa
45Trojanowki, J Q
46Shaw, Les
47Lee, Virginia M Y
48Korecka, Magdalena
49Crawford, Karen
50Neu, Scott
51Foroud, Tatiana M
52Potkin, Steven
53Shen, Li
54Kachaturian, Zaven
55Frank, Richard
56Snyder, Peter J
57Molchan, Susan
58Kaye, Jeffrey
59Quinn, Joseph
60Lind, Betty
61Dolen, Sara
62Schneider, Lon S
63Pawluczyk, Sonia
64Spann, Bryan M
65Brewer, James
66Vanderswag, Helen
67Heidebrink, Judith L
68Lord, Joanne L
69Johnson, Kris
70Doody, Rachelle S
71Villanueva-Meyer, Javier
72Chowdhury, Munir
73Stern, Yaakov
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88Detoledo-Morrell, Leyla
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93Albert, Marilyn
94Onyike, Chiadi
95Kielb, Stephanie
96Rusinek, Henry
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17Gessert, Devon
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20Kornak, John
21Dale, Anders
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24Fox, Nick
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31Foster, Norm
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35Cairns, Nigel J
36Taylor-Reinwald, Lisa
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39Lee, Virginia M Y
40Korecka, Magdalena
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44Potkin, Steven
45Shen, Li
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50Kaye, Jeffrey
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53Dolen, Sara
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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
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87Kielb, Stephanie
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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...
atitleA composite score for executive functioning, validated in Alzheimer's Disease Neuroimaging Initiative (ADNI) participants with baseline mild cognitive impairment.
jtitleBrain imaging and behavior
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date2012-12-01