2024
Local-structure-preservation and redundancy-removal-based feature selection method and its application to the identification of biomarkers for schizophrenia
Xing Y, Pearlson G, Kochunov P, Calhoun V, Du Y. Local-structure-preservation and redundancy-removal-based feature selection method and its application to the identification of biomarkers for schizophrenia. NeuroImage 2024, 299: 120839. PMID: 39251116, PMCID: PMC11491165, DOI: 10.1016/j.neuroimage.2024.120839.Peer-Reviewed Original ResearchMeSH KeywordsAdultBiomarkersBrainFemaleHumansMagnetic Resonance ImagingMaleNeuroimagingSchizophreniaConceptsSelection methodClassification accuracy gainsGraph-based regularizationHigh-dimensional dataFeature selection methodLocal structural informationSparse regularizationAblation studiesFeature subsetPublic datasetsFeature selectionClassification accuracyExperimental evaluationAccuracy gainsSelection techniquesNetwork connectivityData transformationSuperior performanceDatasetConvergence analysisStructural informationClassificationRegularizationFeaturesDisorder predictionEvidence from comprehensive independent validation studies for smooth pursuit dysfunction as a sensorimotor biomarker for psychosis
Meyhoefer I, Sprenger A, Derad D, Grotegerd D, Leenings R, Leehr E, Breuer F, Surmann M, Rolfes K, Arolt V, Romer G, Lappe M, Rehder J, Koutsouleris N, Borgwardt S, Schultze-Lutter F, Meisenzahl E, Kircher T, Keedy S, Bishop J, Ivleva E, McDowell J, Reilly J, Hill S, Pearlson G, Tamminga C, Keshavan M, Gershon E, Clementz B, Sweeney J, Hahn T, Dannlowski U, Lencer R. Evidence from comprehensive independent validation studies for smooth pursuit dysfunction as a sensorimotor biomarker for psychosis. Scientific Reports 2024, 14: 13859. PMID: 38879556, PMCID: PMC11180169, DOI: 10.1038/s41598-024-64487-6.Peer-Reviewed Original ResearchConceptsSmooth pursuit eye movementsPsychosis syndromePursuit eye movementsNon-psychotic bipolar disorderNon-psychotic affective disorderEye movementsSmooth pursuit dysfunctionMultivariate pattern analysisHealthy controlsPsychiatric sampleNeurobiological markersPsychosis probandsPsychotic syndromesAffective disordersPsychosis researchBipolar disorderPsychosis statusPsychosisSensorimotor functionSensorimotor measuresIndividual levelSensorimotor dysfunctionSensorimotorDisordersPattern analysisTowards cascading genetic risk in Alzheimer’s disease
Altmann A, Aksman L, Oxtoby N, Young A, Weiner M, Aisen P, Petersen R, Weiner M, Aisen P, Petersen R, Jack C, Jagust W, Landau S, Rivera-Mindt M, Okonkwo O, Shaw L, Lee E, Toga A, Beckett L, Harvey D, Green R, Saykin A, Nho K, Perrin R, Tosun D, Sachdev P, Green R, Montine T, Conti C, Weiner M, Nosheny R, Fockler J, Miller M, Conti C, Kwang W, Jin C, Diaz A, Ashford M, Flenniken D, Kormos A, Petersen R, Aisen P, Rafii M, Raman R, Jimenez G, Donohue M, Salazar J, Fidell A, Boatwright V, Robison J, Zimmerman C, Cabrera Y, Walter S, Clanton T, Shaffer E, Webb C, Hergesheimer L, Smith S, Ogwang S, Adegoke O, Mahboubi P, Pizzola J, Jenkins C, Beckett L, Harvey D, Donohue M, Saito N, Diaz A, Hussen K, Okonkwo O, Rivera-Mindt M, Amaza H, Thao M, Parkins S, Ayo O, Glittenberg M, Hoang I, Germano K, Strong J, Weisensel T, Magana F, Thomas L, Guzman V, Ajayi A, Benedetto J, Talavera S, Jack C, Felmlee J, Fox N, Thompson P, DeCarli C, Forghanian-Arani A, Borowski B, Reyes C, Hedberg C, Ward C, Schwarz C, Reyes D, Gunter J, Moore-Weiss J, Kantarci K, Matoush L, Senjem M, Vemuri P, Reid R, Malone I, Thomopoulos S, Nir T, Jahanshad N, Knaack A, Fletcher E, Harvey D, Tosun-Turgut D, Chen S, Choe M, Crawford K, Yushkevich P, Das S, Jagust W, Landau S, Koeppe R, Rabinovici G, Villemagne V, LoPresti B, Perrin R, Morris J, Franklin E, Bernhardt H, Cairns N, Taylor-Reinwald L, Shaw L, Lee E, Virginia Lee M, Korecka M, Brylska M, Wan Y, Trojanowki J, Toga A, Crawford K, Neu S, Saykin A, Nho K, Foroud T, Jo T, Risacher S, Craft H, Apostolova L, Nudelman K, Faber K, Potter Z, Lacy K, Kaddurah-Daouk R, Shen L, Karlawish J, Erickson C, Grill J, Largent E, Harkins K, Weiner M, Thal L, Kachaturian Z, Frank R, Snyder P, Buckholtz N, Hsiao J, Ryan L, Molchan S, Khachaturian Z, Carrillo M, Potter W, Barnes L, Bernard M, González H, Ho C, Hsiao J, Jackson J, Masliah E, Masterman D, Okonkwo O, Perrin R, Ryan L, Silverberg N, Silbert L, Kaye J, White S, Pierce A, Thomas A, Clay T, Schwartz D, 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C, O'Connell A, Gagnon K, Zamora E, Bateman J, Crawford F, Thompson D, Walker E, Rowell J, White M, Ledford P, Bohlman S, Henkle S, Bottoms J, Moretz L, Hoover B, Shannon M, Rogers S, Baker W, Harrison W, Wu C, DeMarco A, Stipanovich A, Arcuri D, Clark J, Davis J, Doyon K, Amoyaw M, Acosta M, Bailey R, Warren S, Fogerty T, Sanborn V, Hospital B, Riddle M, Salloway S, Malloy P, Correia S, Windon C, Blackburn M, Rosen H, Miller B, Smith A, Mba I, Echevarria J, Janavs J, Roglaski E, Yong M, Devine R, Okhravi H, Rivera E, Kalowsky T, Smith C, Rosario C, Masdeu J, Le R, Gurung M, Sabbagh M, Garcia A, Slaughter M, Elayan N, Acothley S, Pomara N, Hernando R, Pomara V, Reichert C, Brawman-Mintzer O, Acree A, Williams A, Long C, Long R, Newhouse P, Hill S, Boegel A, Seshadri S, Saklad A, Jones F, Hu W, Sotelo V, Rojas Y, Mintzer J, Longmire C, Spicer K, Alexander D, Barkhof F, Shoai M, Hardy J, Schott J. Towards cascading genetic risk in Alzheimer’s disease. Brain 2024, 147: 2680-2690. PMID: 38820112, PMCID: PMC11292901, DOI: 10.1093/brain/awae176.Peer-Reviewed Original ResearchConceptsLate-onset Alzheimer's diseaseAlzheimer's diseaseGenetic riskDevelopment of late-onset Alzheimer's diseaseGenome-wide association studiesPolygenic riskAlzheimer's Disease Neuroimaging Initiative cohortPolygenic risk scoresStage-dependent fashionAssociation studiesYears of educationCox proportional hazards modelsAPOE effectsProportional hazards modelA+TContribution of apoEAPOE-e4Targeted interventionsMolecular processesATN frameworkE4 homozygotesRisk scoreStage-dependent effectsInitiative cohortAlzheimer
2023
Insulin-like growth factor binding protein-2 in at-risk adults and autopsy-confirmed Alzheimer brains
Quesnel M, Labonté A, Picard C, Zetterberg H, Blennow K, Brinkmalm A, Villeneuve S, Poirier J, Weiner M, Aisen P, Petersen R, Weiner M, Aisen P, Petersen R, Jack C, Jagust W, Trojanowki J, Toga A, Beckett L, Green R, Saykin A, Morris J, Perrin R, Shaw L, Khachaturian Z, Carrillo M, Potter W, Barnes L, Bernard M, González H, Ho C, Hsiao J, Jackson J, Masliah E, Masterman D, Okonkwo O, Perrin R, Ryan L, Silverberg N, Fleisher A, Weiner M, Sacrey D, Fockler J, Conti C, Veitch D, Neuhaus J, Jin C, Nosheny R, Ashford M, Flenniken D, Kormos A, Green R, Montine T, Conti C, Petersen R, Aisen P, Rafii M, Raman R, Jimenez G, Donohue M, Gessert D, Salazar J, Zimmerman C, Cabrera Y, Walter S, Miller G, Coker G, Clanton T, Hergesheimer L, Smith S, Adegoke O, Mahboubi P, Moore S, Pizzola J, Shaffer E, Sloan B, Beckett L, Harvey D, Donohue M, Jack C, Forghanian-Arani A, Borowski B, Ward C, Schwarz C, Jones D, Gunter J, Kantarci K, Senjem M, Vemuri P, Reid R, Fox N, Malone I, Thompson P, Thomopoulos S, Nir T, Jahanshad N, DeCarli C, Knaack A, Fletcher E, Harvey D, Tosun-Turgut D, Chen S, Choe M, Crawford K, Yushkevich P, Das S, Jagust W, Koeppe R, Reiman E, Chen K, Mathis C, Landau S, Morris J, MD R, Cairns N, Householder E, Franklin E, R H, Taylor-Reinwald L, Shaw L, Trojanowki J, Korecka M, Figurski M, Toga A, Crawford K, Neu S, Saykin A, Nho K, Risacher S, Apostolova L, Shen L, Foroud T, Nudelman K, Faber K, Wilmes K, Weiner M, Thal L, Khachaturian Z, Hsiao J, Silbert L, Lind B, Crissey R, Kaye J, Carter R, Dolen S, Quinn J, Schneider L, Pawluczyk S, Becerra M, Teodoro L, Dagerman K, Spann B, Brewer J, Vanderswag H, Fleisher A, Ziolkowski J, Heidebrink J, Zbizek-Nulph M, Lord J, Zbizek-Nulph L, Petersen R, Mason S, Albers C, Knopman D, Johnson K, Villanueva-Meyer J, Pavlik V, Pacini N, Lamb A, Kass J, Doody R, Shibley V, Chowdhury M, Dang M, Stern Y, Honig L, Mintz A, Ances B, Morris J, Winkfield D, Carroll M, Stobbs-Cucchi G, Oliver A, Creech M, Mintun M, Schneider S, 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J, Spreng N, Tardif C, Aumont-Rodrigue G, Badawy M, Bailly J, Baril A, Boisvert L, Das S, Dauar-Tedeschi M, Dery C, Élie M, Valdez A, Fonov V, Gallago J, Greco C, Hudon L, Ituria-Medina Y, Jean G, Labonté A, Lalancette M, Leoutsakos J, Mohammediyan B, Orban P, Ourry V, Picard C, Qiu T, Quesnel M, Raoult J, Remz J, St-Onge F, Sylvain E, Tremblay-Mercier J, Tullo S, Vachon-Presseau E, Yakoub Y, Etienne P, Gauthier S, Nair V, Pruessner J, Aisen P, Anthal E, Appleby M, Ayranci G, Barkun A, Beaudry T, Bedetti C, Benbouhoud F, Boutin S, Brandt J, Carmo L, Carrier C, Chapleau M, Cheewakriengkrai L, Chen Y, Courcot B, Couture D, Craft S, Cuello C, Dansereau C, Daoust L, Dea D, Debacker C, Desautels R, Dubuc S, Duclair G, Dufour M, Eisenberg M, El-Khoury R, Farzin S, Faubert A, Ferdinand F, Fontaine D, Frappier J, Frenette J, Gagné G, Gervais V, Giles R, Gonneaud J, Gordon R, Jack C, Kat J, Kazazian C, Khachaturian Z, Knopman D, Köbe T, Kostopoulos P, Lafaille-Magnan M, LeblondBaccichet G, Lee T, Lepage C, Leppert I, Madjar C, Mahar L, Maillet D, Maltais J, Mathieu A, Mathotaarachchi S, Mayrand G, McSweeney M, Meyer P, Michaud D, Miron J, Montine T, Morris J, Near J, NewboldFox H, Nilsson N, Ozlen H, Pagé V, Pascoal T, Peillieux S, Petkova M, Binette A, Pishnamazi M, Pogossova G, Poirier A, Richer M, Rioux P, Sager M, Saint-Fort E, Salaciak A, Savard M, Sperling R, Strikwerda-Brown C, Tabrizi S, Tam A, Tariot P, Teigner E, Théroux L, Thomas R, Toussaint P, Tuwaig M, Vallée I, Venugopalan V, Verfaillie S, Vogel J, Wan K, Wang S, Yu E. Insulin-like growth factor binding protein-2 in at-risk adults and autopsy-confirmed Alzheimer brains. Brain 2023, 147: 1680-1695. PMID: 37992295, PMCID: PMC11068109, DOI: 10.1093/brain/awad398.Peer-Reviewed Original ResearchConceptsQuebec founder populationFrontal cortexRepeatable Battery for the Assessment of Neuropsychological StatusT1-weighted structural MRI scansAssessment of Neuropsychological StatusParietal brain regionsAlzheimer's diseaseStructural MRI scansEntorhinal cortex volumeDelayed memoryRisk of AD conversionNeuropsychological statusVisuospatial abilityCortex volumeBrain regionsTrend-levelSynaptic biomarkersStages of AD progressionCortical amyloid-betaCSF AD biomarkersNeuroimaging analysisPREVENT-AD cohortInferior temporalCognitive AssessmentAdult hippocampusSex-specific modulation of amyloid-β on tau phosphorylation underlies faster tangle accumulation in females
Wang Y, Therriault J, Servaes S, Tissot C, Rahmouni N, Macedo A, Fernandez-Arias J, Mathotaarachchi S, Benedet A, Stevenson J, Ashton N, Lussier F, Pascoal T, Zetterberg H, Rajah M, Blennow K, Gauthier S, Rosa-Neto P, Weiner M, Aisen P, Weiner M, Aisen P, Petersen R, Jack C, Jagust W, Trojanowki J, Toga A, Beckett L, Green R, Saykin A, Morris J, Perrin R, Shaw L, Khachaturian Z, Carrillo M, Potter W, Barnes L, Bernard M, Hsiao J, Jackson J, Masliah E, Masterman D, Okonkwo O, Perrin R, Ryan L, Silverberg N, Fleisher A, Weiner M, Sacrey D, Fockler J, Conti C, Veitch D, Neuhaus J, Jin C, Nosheny R, Ashford M, Flenniken D, Kormos A, Green R, Montine T, Conti C, Petersen R, Aisen P, Rafii M, Raman R, Jimenez G, Donohue M, Gessert D, Salazar J, Zimmerman C, Cabrera Y, Walter S, Miller G, Coker G, Clanton T, Hergesheimer L, Smith S, Adegoke O, Mahboubi P, Moore S, Pizzola J, Shaffer E, Sloan B, Beckett L, Harvey D, Donohue M, Jack C, Forghanian-Arani A, Borowski B, Ward C, Schwarz C, Jones D, Gunter J, Kantarci K, Senjem M, Vemuri P, Reid R, Fox N, Malone I, Thompson P, Thomopoulos S, Nir T, Jahanshad N, DeCarli C, Knaack A, Fletcher E, Harvey D, Tosun-Turgut D, Chen S, Choe M, Crawford K, Yushkevich P, Das S, Jagust W, Koeppe R, Reiman E, Chen K, Mathis C, Landau S, Morris J, Perrin R, Cairns N, Householder E, Franklin E, Bernhardt H, Taylor-Reinwald L, Shaw L, Trojanowki J, Korecka M, Figurski M, Toga A, Neu S, Saykin A, Nho K, Risacher S, Apostolova L, Shen L, Foroud T, Nudelman K, Faber K, Wilmes K, Weiner M, Thal L, Khachaturian Z, Hsiao J, Silbert L, Lind B, Crissey R, Kaye J, Carter R, Dolen S, Quinn J, Schneider L, Pawluczyk S, Becerra M, Teodoro L, Dagerman K, Spann B, Brewer J, Vanderswag H, Fleisher A, Ziolkowski J, Heidebrink J, Zbizek-Nulph L, Lord J, Zbizek-Nulph L, Petersen R, Mason S, Albers C, Knopman D, Johnson K, Villanueva-Meyer J, Pavlik V, Pacini N, Lamb A, Kass J, Doody R, Shibley V, Chowdhury M, Rountree S, Dang M, Stern Y, Honig L, Mintz A, Ances B, Morris J, Winkfield D, Carroll M, Stobbs-Cucchi G, Oliver A, Mintun M, Schneider S, Geldmacher D, Love M, Griffith R, Clark D, Brockington J, Marson D, Grossman H, Goldstein M, Greenberg J, Mitsis E, Shah R, Lamar M, Samuels P, Duara R, Greig-Custo M, Rodriguez R, Albert M, Onyike C, Farrington L, Rudow S, Brichko R, Kielb S, Smith A, Raj B, Fargher K, Sadowski M, Wisniewski T, Shulman M, Faustin A, Rao J, Castro K, Ulysse A, Chen S, Sheikh M, Singleton-Garvin J, Doraiswamy P, Petrella J, James O, Wong T, Borges-Neto S, Karlawish J, Wolk D, Vaishnavi S, Clark C, Arnold S, Smith C, Jicha G, El Khouli R, Raslau F, Lopez O, Oakley M, Simpson D, Porsteinsson A, Martin K, Kowalski N, Keltz M, Goldstein B, Makino K, Ismail M, Brand C, Thai G, Pierce A, Yanez B, Sosa E, Witbracht M, Kelley B, Nguyen T, Womack K, Mathews D, Quiceno M, Levey A, Lah J, Hajjar I, Cellar J, Burns J, Swerdlow R, Brooks W, Daniel Silverman H, Kremen S, Apostolova L, Tingus K, Lu P, Bartzokis G, Woo E, Teng E, Graff-Radford N, Parfitt F, Poki-Walker K, Farlow M, Hake A, Matthews B, Brosch J, Herring S, van Dyck C, Mecca A, Mecca A, Good S, MacAvoy M, Carson R, Varma P, Chertkow H, Vaitekunis S, Hosein C, Black S, Stefanovic B, Heyn C, Hsiung G, Kim E, Mudge B, Sossi V, Feldman H, Assaly M, Finger E, Pasternak S, Rachinsky I, Kertesz A, Drost D, Rogers J, Grant I, Muse B, Rogalski E, Robson J, Mesulam M, Kerwin D, Wu C, Johnson N, Lipowski K, Weintraub S, Bonakdarpour B, Pomara N, Hernando R, Sarrael A, Rosen H, Miller B, Perry D, Turner R, Johnson K, Reynolds B, MCCann K, Poe J, Sperling R, Johnson K, Marshall G, Yesavage J, Taylor J, Chao S, Coleman J, White J, Lane B, Rosen A, Tinklenberg J, Belden C, Atri A, Spann B, Clark K, Zamrini E, Sabbagh M, Killiany R, Stern R, Mez J, Kowall N, Budson A, Obisesan T, Ntekim O, Wolday S, Khan J, Nwulia E, Nadarajah S, Lerner A, Ogrocki P, Tatsuoka C, Fatica P, Fletcher E, Maillard P, Olichney J, DeCarli C, Carmichael O, Bates V, Capote H, Rainka M, Borrie M, Lee T, Bartha R, Johnson S, Asthana S, Carlsson C, Perrin A, Burke A, Scharre D, Kataki M, Tarawneh R, Kelley B, Hart D, Zimmerman E, Celmins D, Miller D, Ponto L, Smith K, Koleva H, Shim H, Nam K, Schultz S, Williamson J, Craft S, Cleveland J, Yang M, Sink K, Ott B, Drake J, Tremont G, Daiello L, Drake J, Sabbagh M, Ritter A, Bernick C, Munic D, Mintz A, O’Connelll A, Mintzer J, Wiliams A, Masdeu J, Shi J, Garcia A, Sabbagh M, Newhouse P, Potkin S, Salloway S, Malloy P, Correia S, Kittur S, Pearlson G, Blank K, Anderson K, Flashman L, Seltzer M, Hynes M, Santulli R, Relkin N, Chiang G, Lin M, Ravdin L, Lee A, Weiner M, Aisen P, Weiner M, Aisen P, Petersen R, Green R, Harvey D, Jack C, Jagust W, Morris J, Saykin A, Shaw L, Toga A, Trojanowki J, Neylan T, Grafman J, Green R, Montine T, Weiner M, Petersen R, Aisen P, Jimenez G, Donohue M, Gessert D, Salazar J, Zimmerman C, Walter S, Adegoke O, Mahboubi P, Danowski S, Coker G, Clanton T, Pizzola J, Shaffer E, Nguyen-Barrera C, Neylan T, Hayes J, Finley S, Harvey D, Donohue M, Jack C, Bernstein M, Borowski B, Gunter J, Senjem M, Kantarci K, Ward C, Chen S, Landau S, Koeppe R, Foster N, Reiman E, Chen K, Morris J, Perrin R, Franklin E, Shaw L, Trojanowki J, Korecka M, Figurski M, Toga A, Crawford K, Neu S, Saykin A, Foroud T, Potkin S, Shen L, Faber K, Kim S, Nho K, Wilmes K, Schneider L, Teodoro L, Dagerman K, Spann B, Brewer J, Vanderswag H, Fleisher A, Stern Y, Honig L, Mintz A, Shah R, Sood A, Blanchard K, Duara R, Varon D, Greig M, Doraiswamy P, Borges-Neto S, Wong T, Porsteinsson A, Thai G, Pierce A, Reist C, Yanez B, Sosa E, Witbracht M, Sadowsky C, Martinez W, Villena T, Rosen H, Perry D, Turner R, Johnson K, Reynolds B, MCCann K, Poe J, Sperling R, Johnson K, Marshall G, Belden C, Atri A, Spann B, Clark K, Zamrini E, Sabbagh M, Obisesan T, Ntekim O, Wolday S, Nwulia E, Nadarajah S, Johnson S, Asthana S, Carlsson C, Peskind E, Petrie E, Li G, Yesavage J, Taylor J, Chao S, Coleman J, White J, Lane B, Rosen A, Tinklenberg J, Lin M, Chiang G, Ravdin L, Relkin N, O’Connelll A, Mintzer J, Wiliams A, Mackin S, Aisen P, Raman R, Jimenez-Maggiora G, Donohue M, Gessert D, Salazar J, Zimmerman C, Walter S, Adegoke O, Mahboubi P, Mackin S, Weiner M, Aisen P, Raman R, Jack C, Landau S, Saykin A, Toga A, DeCarli C, Koeppe R, Green R, Drake E, Weiner M, Aisen P, Raman R, Donohue M, Mackin S, Nelson C, Bickford D, Butters M, Zmuda M, Jack C, Bernstein M, Borowski B, Gunter J, Senjem M, Kantarci K, Ward C, Reyes D, Koeppe R, Landau S, Toga A, Neu S, Saykin A, Foroud T, Faber K, Nho K, Nudelman K, Mackin S, Rosen H, Nelson C, Bickford D, Au Y, Scherer K, Catalinotto D, Stark S, Ong E, Fernandez D, Butters M, Zmuda M, Lopez O, Oakley M, Simpson D. Sex-specific modulation of amyloid-β on tau phosphorylation underlies faster tangle accumulation in females. Brain 2023, 147: 1497-1510. PMID: 37988283, PMCID: PMC10994548, DOI: 10.1093/brain/awad397.Peer-Reviewed Original ResearchConceptsTau phosphorylationTau tangle formationNeurofibrillary tanglesAmyloid-bTangle formationSpread of tau aggregatesSex-specific modulationTangle accumulationP-tauLoad of neurofibrillary tanglesAlzheimer's diseaseUpstream pathological eventTau aggregationTau tanglesNeurofibrillary tangle accumulationTau progressionTau accumulationPhosphorylated-tauPhosphorylationCSF p-tau181TanglesTauSex-specific mannerP-tau181P-tau181 concentrationsSupervised machine learning classification of psychosis biotypes based on brain structure: findings from the Bipolar-Schizophrenia network for intermediate phenotypes (B-SNIP)
Koen J, Lewis L, Rugg M, Clementz B, Keshavan M, Pearlson G, Sweeney J, Tamminga C, Ivleva E. Supervised machine learning classification of psychosis biotypes based on brain structure: findings from the Bipolar-Schizophrenia network for intermediate phenotypes (B-SNIP). Scientific Reports 2023, 13: 12980. PMID: 37563219, PMCID: PMC10415369, DOI: 10.1038/s41598-023-38101-0.Peer-Reviewed Original ResearchConceptsPsychosis biotypesPsychosis casesBrain-based biomarkersLogistic regression modelsT1-weighted imagesBipolar-Schizophrenia NetworkHealthy controlsDisease neurobiologyPsychotic disordersClinical diagnosisStructural MRIBrain structuresGrey matter density mapsDSM diagnosesEvidence of specificityAbove-chance classification accuracyMulti-model order spatially constrained ICA reveals highly replicable group differences and consistent predictive results from resting data: A large N fMRI schizophrenia study
Meng X, Iraji A, Fu Z, Kochunov P, Belger A, Ford J, McEwen S, Mathalon D, Mueller B, Pearlson G, Potkin S, Preda A, Turner J, van Erp T, Sui J, Calhoun V. Multi-model order spatially constrained ICA reveals highly replicable group differences and consistent predictive results from resting data: A large N fMRI schizophrenia study. NeuroImage Clinical 2023, 38: 103434. PMID: 37209635, PMCID: PMC10209454, DOI: 10.1016/j.nicl.2023.103434.Peer-Reviewed Original ResearchConceptsIndependent component analysisData-driven approachData miningF1 scoreClassification modelReference algorithmNetwork connectivityMagnetic resonance imaging dataNetworkImaging dataPredictive resultsPatient dataFunctional magnetic resonance imaging (fMRI) dataData acquisition timeConnectivity networksFrameworkConnectivityPromising approachNew subjectMiningAnalytic approachAlgorithmDatasetAcquisition timeComponent analysis
2018
Statistical tests and identifiability conditions for pooling and analyzing multisite datasets
Zhou H, Singh V, Johnson S, Wahba G, Fleisher A, Preda A, Pierce A, Mintz A, Lerner A, Norbash A, Levey A, Rosen A, Smith A, Ulysse A, Budson A, Saykin A, Kertesz A, Oliver A, Hake A, Burke A, Furst A, Sarrael A, Porsteinsson A, Toga A, Lamb A, Lee A, Raj B, Lane B, Yanez B, Ances B, Mudge B, Lind B, Stefanovic B, Goldstein B, Goldstein B, Bonakdarpour B, Matthews B, Borowski B, Ott B, Reynolds B, Miller B, Spann B, Sadowsky C, Ward C, Bernick C, Smith C, Mathis C, Onyike C, Heyn C, Hosein C, Leach C, Belden C, van Dyck C, Clark C, Wu C, Jack C, Albers C, Brand C, Bodge C, Nelson C, Tatsuoka C, Carlsson C, Mathews D, Nguyen D, Catalinotto D, D’Agostino D, Silverman D, Marson D, Varon D, Harvey D, Fernandez D, Wolk D, Bachman D, Bickford D, Clark D, Geldmacher D, Hart D, Holtzman D, Jones D, Knopman D, Perry D, Winkfield D, Fleischman D, Miller D, Reyes D, Gessert D, Gessert D, Kerwin D, Drost D, Massoglia D, Simpson D, Munic D, Scharre D, Celmins D, Zimmerman E, Teng E, Coleman E, Zamrini E, Mitsis E, Peskind E, Lilly E, Ong E, Finger E, Oates E, Shaffer E, Sosa E, Woo E, Rogalski E, Petrie E, Reiman E, Drake E, Franklin E, Householder E, Fletcher E, Parfitt F, Hefti F, Thai G, Marshall G, Marshall G, Li G, Conrad G, Tremont G, Bartzokis G, Hsiung G, Chiang G, Pearlson G, Jicha G, Sorensen G, Jimenez G, Vanderswag H, Grossman H, Capote H, Bergman H, Chertkow H, Feldman H, Fillit H, Rosen H, Rosen H, Koleva H, Shim H, Rachinsky I, Fruehling J, Mintzer J, Hayes J, Ziolkowski J, Brewer J, Lah J, Singleton-Garvin J, Cellar J, Brosch J, Tinklenberg J, Karlawish J, Villanueva-Meyer J, Gunter J, Kaye J, Burns J, Petrella J, Salazar J, Yesavage J, Yesavage J, Allard J, Lord J, Hetelle J, Brockington J, Morris J, Hsiao J, Morris J, Olichney J, Trojanowki J, Rogers J, Grafman J, Quinn J, Kass J, Taylor J, Heidebrink J, Anderson K, Blank K, Crawford K, Smith K, Bell K, Friedl K, Johnson K, Tingus K, DeMarco K, Sink K, Johnson K, Kantarci K, Faber K, Faber K, Behan K, Harless K, Makino K, Nudelman K, Scherer K, Spicer K, Chen K, Nam K, Martin K, Poki-Walker K, Martin K, Arfanakis K, Johnson K, Fargher K, Lipowski K, Nho K, Womack K, Flashman L, Beckett L, Honig L, Thal L, Thal L, Shaw L, Kuller L, Shen L, Apostolova L, Teodoro L, Hergesheimen L, Hergesheimer L, Silbert L, Ravdin L, Taylor-Reinwald L, Schneider L, Daiello L, Mesulam M, Ismail M, Korecka M, Raichle M, Seltzer M, Mesulam M, Carrillo M, Carroll M, Kataki M, Greig M, Greig-Custo M, Albert M, Love M, Mintun M, Farlow M, Sadowski M, Sabbagh M, Creech M, Hynes M, Quiceno M, Oakley M, Senjem M, Bernstein M, Becerra M, Witbracht M, Keltz M, Lamar M, Butters M, Yang M, Borrie M, Donohue M, Lin M, Weiner M, Weiner M, Figurski M, Assaly M, Rainka M, Zmuda M, Donohue M, Dang M, Sheikh M, Gaikwad M, Chowdhury M, Trncic N, Johnson N, Kowalksi N, Pacini N, Buckholtz N, Kowall N, Graff-Radford N, Fox N, Cairns N, Schuff N, Foster N, Relkin N, Oyonumo N, Pomara N, Brawman-Mintzer O, James O, Ogunlana O, Lopez O, Carmichael O, Doraiswamy P, Fatica P, Johnson P, Samuels P, Aisen P, Malloy P, Thompson P, Ogrocki P, Maillard P, Davies P, Hardy P, Snyder P, Snyder P, Tariot P, Lu P, Varma P, Vemuri P, Doody R, Carter R, Shah R, Griffith R, Yeh R, Duara R, Tarawneh R, Turner R, Hernando R, Sperling R, Raman R, Carson R, Frank R, El Khouli R, Bartha R, Koeppe R, Santulli R, Green R, Killiany R, Petersen R, Rodriguez R, Swerdlow R, Wolday S, Borges-Neto S, Stark S, Jacobson S, Black S, Harding S, Weintraub S, Asthana S, Vaishnavi S, Dolen S, Mason S, Kremen S, Walter S, Herring S, Mackin S, Neu S, Finley S, Sirrel S, Kittur S, Pawluczyk S, Schneider S, Kielb S, Reeder S, Correia S, Pasternack S, Pasternak S, Salloway S, Johnson S, Johnson S, Chao S, Arnold S, Potkin S, Paul S, Potkin S, Kim S, Schultz S, Landau S, Rountree S, Foroud T, Wong T, Villena T, Neylan T, Obisesan T, Montine T, Lee T, Pavlik V, Bates V, Logovinsky V, Sossi V, Shibley V, Lee V, Martinez W, Jagust W, Brooks W, Pavlosky W, Potter W, Stern Y, Au Y, Cabrera Y, Khachaturian Z. Statistical tests and identifiability conditions for pooling and analyzing multisite datasets. Proceedings Of The National Academy Of Sciences Of The United States Of America 2018, 115: 1481-1486. PMID: 29386387, PMCID: PMC5816202, DOI: 10.1073/pnas.1719747115.Peer-Reviewed Original Research
2017
In vivo staging of regional amyloid deposition
Grothe M, Barthel H, Sepulcre J, Dyrba M, Sabri O, Teipel S, Initiative F, Initiative A, Weiner M, Aisen P, Weiner M, Aisen P, Petersen R, Jack C, Jagust W, Trojanowki J, Toga A, Beckett L, Green R, Saykin A, Morris J, Liu E, Green R, Montine T, Petersen R, Aisen P, Gamst A, Thomas R, Donohue M, Walter S, Gessert D, Sather T, Beckett L, Harvey D, Gamst A, Donohue M, Kornak J, Jack C, Dale A, Bernstein M, Felmlee J, Fox N, Thompson P, Schuff N, Alexander G, DeCarli C, Jagust W, Bandy D, Koeppe R, Foster N, Reiman E, Chen K, Mathis C, Morris J, Cairns N, Taylor-Reinwald L, Trojanowki J, Shaw L, Lee V, Korecka M, Toga A, Crawford K, Neu S, Saykin A, Foroud T, Potkin S, Shen L, Kachaturian Z, Frank R, Snyder P, Molchan S, Kaye J, Quinn J, Lind B, Dolen S, Schneider L, Pawluczyk S, Spann B, Brewer J, Vanderswag H, Heidebrink J, Lord J, Petersen R, Johnson K, Doody R, Villanueva-Meyer J, Chowdhury M, Stern Y, Honig L, Bell K, Morris J, Ances B, Carroll M, Leon S, Mintun M, Schneider S, Marson D, Griffith R, Clark D, Grossman H, Mitsis E, Romirowsky A, deToledo-Morrell L, Shah R, Duara R, Varon D, Roberts P, Albert M, Onyike C, Kielb S, Rusinek H, de Leon M, Glodzik L, De Santi S, Doraiswamy P, Petrella J, Coleman R, Arnold S, Karlawish J, Wolk D, Smith C, Jicha G, Hardy P, Lopez O, Oakley M, Simpson D, Porsteinsson A, Goldstein B, Martin K, Makino K, Ismail M, Brand C, Mulnard R, Thai G, Mc-Adams-Ortiz C, Womack K, Mathews D, Quiceno M, Diaz-Arrastia R, King R, Weiner M, Martin-Cook K, DeVous M, Levey A, Lah J, Cellar J, Burns J, Anderson H, Swerdlow R, Apostolova L, Lu P, Bartzokis G, Silverman D, Parfitt F, Johnson H, Farlow M, Hake A, Matthews B, Herring S, van Dyck C, Carson R, MacAvoy M, Chertkow H, Bergman H, Hosein C, Black S, Stefanovic B, Caldwell C, Hsiung G, Feldman H, Mudge B, Assaly M, Kertesz A, Rogers J, Trost D, Bernick C, Munic D, Kerwin D, Mesulam M, Lipowski K, Wu C, Johnson N, Sadowsky C, Martinez W, Villena T, Turner R, Johnson K, Reynolds B, Sperling R, Johnson K, Marshall G, Frey M, Yesavage J, Taylor J, Lane B, Rosen A, Tinklenberg J, Sabbagh M, Belden C, Jacobson S, Kowall N, Killiany R, Budson A, Norbash A, Johnson P, Obisesan T, Wolday S, Bwayo S, Lerner A, Hudson L, Ogrocki P, Fletcher E, Carmichael O, Olichney J, DeCarli C, Kittur S, Borrie M, Lee T, Bartha R, Johnson S, Asthana S, Carlsson C, Potkin S, Preda A, Nguyen D, Tariot P, Fleisher A, Reeder S, Bates V, Capote H, Rainka M, Scharre D, Kataki M, Zimmerman E, Celmins D, Brown A, Pearlson G, Blank K, Anderson K, Saykin A, Santulli R, Schwartz E, Sink K, Williamson J, Garg P, Watkins F, Ott B, Querfurth H, Tremont G, Salloway S, Malloy P, Correia S, Rosen H, Miller B, Mintzer J, Longmire C, Spicer K, Finger E, Rachinsky I, Rogers J, Kertesz A, Drost D, Pomara N, Hernando R, Sarrael A, Schultz S, Ponto L, Shim H, Smith K, Relkin N, Chaing G, Raudin L, Smith A, Fargher K, Raj B. In vivo staging of regional amyloid deposition. Neurology 2017, 89: 2031-2038. PMID: 29046362, PMCID: PMC5711511, DOI: 10.1212/wnl.0000000000004643.Peer-Reviewed Original ResearchConceptsAmyloid depositionAmyloid pathologyVivo stagingCognitive impairmentPrimary sensory-motor areasAmyloid stagesRegional amyloid depositionCSF Aβ42 levelsAlzheimer's disease dementiaSensory-motor areasAlzheimer's Disease Neuroimaging Initiative (ADNI) cohortNormal older individualsMedial temporal lobeMild cognitive impairmentAβ42 levelsDisease dementiaNeuropathologic observationsInitiative cohortAmyloid positivityTemporal lobeFull cohortCN individualsAssociative neocortexBrain regionsOlder individualsMultimodal characterization of older APOE2 carriers reveals selective reduction of amyloid load
Grothe M, Villeneuve S, Dyrba M, Bartrés-Faz D, Wirth M, Weiner M, Aisen P, Weiner M, Aisen P, Petersen R, Jack C, Jagust W, Trojanowki J, Toga A, Beckett L, Green R, Saykin A, Morris J, Liu E, Green R, Montine T, Petersen R, Aisen P, Gamst A, Thomas R, Donohue M, Walter S, Gessert D, Sather T, Beckett L, Harvey D, Gamst A, Donohue M, Kornak J, Jack C, Dale A, Bernstein M, Felmlee J, Fox N, Thompson P, Schuff N, Alexander G, DeCarli C, Jagust W, Bandy D, Koeppe R, Foster N, Reiman E, Chen K, Mathis C, Morris J, Cairns N, Taylor-Reinwald L, Trojanowki J, Shaw L, Lee V, Korecka M, Toga A, Crawford K, Neu S, Saykin A, Foroud T, Potkin S, Shen L, Kachaturian Z, Frank R, Snyder P, Molchan S, Kaye J, Quinn J, Lind B, Dolen S, Schneider L, Pawluczyk S, Spann B, Brewer J, Vanderswag H, Heidebrink J, Lord J, Petersen R, Johnson K, Doody R, Villanueva-Meyer J, Chowdhury M, Stern Y, Honig L, Bell K, Morris J, Ances B, Carroll M, Leon S, Mintun M, Schneider S, Marson D, Griffith R, Clark D, Grossman H, Mitsis E, Romirowsky A, Leyla deToledo-Morrell P, Shah R, Duara R, Varon D, Roberts, CNA P, Albert M, Onyike C, Kielb S, Rusinek H, de Leon M, Glodzik L, De Santi S, Doraiswamy P, Petrella J, Coleman R, Arnold S, Karlawish J, Wolk D, Smith C, Jicha G, Hardy P, Lopez O, Oakley M, Simpson D, Porsteinsson A, Goldstein B, Martin K, Makino K, Ismail M, Brand C, Mulnard R, Thai G, Mc-Adams-Ortiz C, Womack K, Mathews D, Quiceno M, Diaz-Arrastia R, King R, Weiner M, Martin-Cook K, DeVous M, Levey A, Lah J, Cellar J, Burns J, Anderson H, Swerdlow R, Apostolova L, Lu P, Bartzokis G, Silverman D, Graff-Radford, MBBCH N, Parfitt F, Johnson H, Farlow M, Hake A, Matthews B, Herring S, van Dyck C, Carson R, MacAvoy M, Chertkow H, Bergman H, Hosein C, Black S, Stefanovic B, Caldwell C, Robin Hsiung G, Feldman H, Mudge B, Assaly M, Kertesz A, Rogers J, Trost D, Bernick C, Munic D, Kerwin D, Mesulam M, Lipowski K, Wu C, Johnson N, Sadowsky C, Martinez W, Villena T, Turner R, Johnson K, Reynolds B, Sperling R, Johnson K, Marshall G, Frey M, Yesavage J, Taylor J, Lane B, Rosen A, Tinklenberg J, Sabbagh M, Belden C, Jacobson S, Kowall N, Killiany R, Budson A, Norbash A, Johnson P, Obisesan T, Wolday S, Bwayo S, Lerner A, Hudson L, Ogrocki P, Fletcher E, Carmichael O, Olichney J, DeCarli C, Kittur S, Borrie M, Lee T, Bartha D, Johnson S, Asthana S, Carlsson C, Potkin S, Preda A, Nguyen D, Tariot P, Fleisher A, Reeder S, Bates V, Capote H, Rainka M, Scharre D, Kataki M, Zimmerman E, Celmins D, Brown A, Pearlson G, Blank K, Anderson K, Saykin A, Santulli R, Schwartz E, Sink K, Williamson J, Garg P, Watkins F, Ott B, Querfurth H, Tremont G, Salloway S, Malloy P, Correia S, Rosen H, Miller B, Mintzer J, Longmire C, Spicer K, Finger E, Rachinsky I, Rogers J, Kertesz A, Drost D, Pomara N, Hernando R, Sarrael A, Schultz S, Boles Ponto L, Shim H, Smith K, Relkin N, Chaing G, Raudin L, Smith A, Fargher K, Raj B. Multimodal characterization of older APOE2 carriers reveals selective reduction of amyloid load. Neurology 2017, 88: 569-576. PMID: 28062720, PMCID: PMC5304459, DOI: 10.1212/wnl.0000000000003585.Peer-Reviewed Original ResearchConceptsAPOE2 carriersGray matter volumeAmyloid loadAmyloid pathologyAged brainAPOE2 alleleDisease Neuroimaging InitiativeMatter volumeCross-sectional multimodalRegional amyloid loadTypical age-related increaseAlzheimer's disease biomarkersVoxel-wise analysisAge-related increaseAlzheimer's Disease Neuroimaging InitiativeApoE3 homozygotesInterest-based analysisFluorodeoxyglucose PETTau pathologyAmyloid depositionAPOE3 genotypeParietal metabolismAV45-PETHippocampal volumeBrain changes
2016
Polygenic risk of Alzheimer disease is associated with early- and late-life processes
Mormino EC, Sperling RA, Holmes AJ, Buckner RL, De Jager PL, Smoller JW, Sabuncu MR, Weiner M, Aisen P, Weiner M, Aisen P, Petersen R, Jack C, Jagust W, Trojanowki J, Toga A, Beckett L, Green R, Saykin A, Morris J, Liu E, Green R, Montine T, Petersen R, Aisen P, Gamst A, Thomas R, Donohue M, Walter S, Gessert D, Sather T, Beckett L, Harvey D, Gamst A, Donohue M, Kornak J, Jack C, Dale A, Bernstein M, Felmlee J, Fox N, Thompson P, Schuff N, Alexander G, DeCarli C, Jagust W, Bandy D, Koeppe R, Foster N, Reiman E, Chen K, Mathis C, Morris J, Cairns N, Taylor-Reinwald L, Trojanowki J, Shaw L, Lee V, Korecka M, Toga A, Crawford K, Neu S, Saykin A, Foroud T, Potkin S, Shen L, Kachaturian Z, Frank R, Snyder P, Molchan S, Kaye J, Quinn J, Lind B, Dolen S, Schneider L, Pawluczyk S, Spann B, Brewer J, Vanderswag H, Heidebrink J, Lord J, Petersen R, Johnson K, Doody R, Villanueva-Meyer J, Chowdhury M, Stern Y, Honig L, Bell K, Morris J, Ances B, Carroll M, Leon S, Mintun M, Schneider S, Marson D, Griffith R, Clark D, Grossman H, Mitsis E, Romirowsky A, deToledo-Morrell L, Shah R, Duara R, Varon D, Roberts P, Albert M, Onyike C, Kielb S, Rusinek H, de Leon M, Glodzik L, De Santi S, Doraiswamy P, Petrella J, Coleman R, Arnold S, Karlawish J, Wolk D, Smith C, Jicha G, Hardy P, Lopez O, Oakley M, Simpson D, Porsteinsson A, Goldstein B, Martin K, Makino K, Ismail M, Brand C, Mulnard R, Thai G, Mc-Adams-Ortiz C, Womack K, Mathews D, Quiceno M, Diaz-Arrastia R, King R, Weiner M, Martin-Cook K, DeVous M, Levey A, Lah J, Cellar J, Burns J, Anderson H, Swerdlow R, Apostolova L, Lu P, Bartzokis G, Silverman D, Graff-Radford N, Parfitt F, Johnson H, Farlow M, Hake A, Matthews B, Herring S, van Dyck C, Carson R, MacAvoy M, Chertkow H, Bergman H, Hosein C, Black S, Stefanovic B, Caldwell C, Robin Hsiung G, Feldman H, Mudge B, Assaly M, Kertesz A, Rogers J, Trost D, Bernick C, Munic D, Kerwin D, Mesulam M, Lipowski K, Wu C, Johnson N, Sadowsky C, Martinez W, Villena T, Turner R, Johnson K, Reynolds B, Sperling R, Johnson K, Marshall G, Frey M, Yesavage J, Taylor J, Lane B, Rosen A, Tinklenberg J, Sabbagh M, Belden C, Jacobson S, Kowall N, Killiany R, Budson A, Norbash A, Johnson P, Obisesan T, Wolday S, Bwayo S, Lerner A, Hudson L, Ogrocki P, Fletcher E, Carmichael O, Olichney J, DeCarli C, Kittur S, Borrie M, Lee T, Bartha D, Johnson S, Asthana S, Carlsson C, Potkin S, Preda A, Nguyen D, Tariot P, Fleisher A, Reeder S, Bates V, Capote H, Rainka M, Scharre D, Kataki M, Zimmerman E, Celmins D, Brown A, Pearlson G, Blank K, Anderson K, Saykin A, Santulli R, Schwartz E, Sink K, Williamson J, Garg P, Watkins F, Ott B, Querfurth H, Tremont G, Salloway S, Malloy P, Correia S, Rosen H, Miller B, Mintzer J, Longmire C, Spicer K, Finger E, Rachinsky I, Rogers J, Kertesz A, Drost D, Pomara N, Hernando R, Sarrael A, Schultz S, Boles Ponto L, Shim H, Smith K, Relkin N, Chaing G, Raudin L, Smith A, Fargher K, Raj B. Polygenic risk of Alzheimer disease is associated with early- and late-life processes. Neurology 2016, 87: 481-488. PMID: 27385740, PMCID: PMC4970660, DOI: 10.1212/wnl.0000000000002922.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedAlzheimer DiseaseAmyloid beta-PeptidesAniline CompoundsAtrophyBiomarkersCognition DisordersCohort StudiesEarly DiagnosisEthylene GlycolsFemaleGenetic Predisposition to DiseaseGenome-Wide Association StudyHippocampusHumansMaleMemory DisordersMultifactorial InheritancePolymorphism, Single NucleotidePositron-Emission TomographyYoung AdultConceptsHigher polygenic risk scorePolygenic risk scoresHippocampus volumeRisk scoreLarge observational cohort studyCommon genetic risk lociSmaller hippocampus volumesΒ-amyloid burdenObservational cohort studyGenetic riskElevated polygenic risk scoresAlzheimer's disease markersCSF β-amyloidLongitudinal cognitive declineHealthy young participantsCohort studyClinical progressionClinical symptomsAD dementiaAD markersSmaller hippocampiFlorbetapir PETAggregate genetic riskΒ-amyloidGenome-wide association studiesAccelerating rates of cognitive decline and imaging markers associated with &bgr;-amyloid pathology
Insel P, Mattsson N, Mackin R, Schöll M, Nosheny R, Tosun D, Donohue M, Aisen P, Jagust W, Weiner M, Weiner M, Aisen P, Weiner M, Aisen P, Petersen R, Jack C, Jagust W, Trojanowki J, Toga A, Beckett L, Green R, Saykin A, Morris J, Liu E, Green R, Montine T, Petersen R, Aisen P, Gamst A, Thomas R, Donohue M, Walter S, Gessert D, Sather T, Beckett L, Harvey D, Gamst A, Donohue M, Kornak J, Jack C, Dale A, Bernstein M, Felmlee J, Fox N, Thompson P, Schuff N, Alexander G, DeCarli C, Jagust W, Bandy D, Koeppe R, Foster N, Reiman E, Chen K, Mathis C, Morris J, Cairns N, Taylor-Reinwald L, Trojanowki J, Shaw L, Lee V, Korecka M, Toga A, Crawford K, Neu S, Saykin A, Foroud T, Potkin S, Shen L, Kachaturian Z, Frank R, Snyder P, Molchan S, Kaye J, Quinn J, Lind B, Dolen S, Schneider L, Pawluczyk S, Spann B, Brewer J, Vanderswag H, Heidebrink J, Lord J, Petersen R, Johnson K, Doody R, Villanueva-Meyer J, Chowdhury M, Stern Y, Honig L, Bell K, Morris J, Ances B, Carroll M, Leon S, Mintun M, Schneider S, Marson D, Griffith R, Clark D, Grossman H, Mitsis E, Romirowsky A, deToledo-Morrell L, Shah R, Duara R, Varon D, Roberts, CNA P, Albert M, Onyike C, Kielb S, Rusinek H, de Leon M, Glodzik L, De Santi S, Doraiswamy P, Petrella J, Coleman R, Arnold S, Karlawish J, Wolk D, Smith C, Jicha G, Hardy P, Lopez O, Oakley M, Simpson D, Porsteinsson A, Goldstein B, Martin K, Makino K, Ismail M, Brand C, Mulnard R, Thai G, Mc-Adams-Ortiz C, Womack K, Mathews D, Quiceno M, Diaz-Arrastia R, King R, Weiner M, Martin-Cook K, DeVous M, Levey A, Lah J, Cellar J, Burns J, Anderson H, Swerdlow R, Apostolova L, Lu P, Bartzokis G, Silverman D, Graff-Radford, MBBCH N, Parfitt F, Johnson H, Farlow M, Hake A, Matthews B, Herring S, van Dyck C, Carson R, MacAvoy M, Chertkow H, Bergman H, Hosein C, Black S, Stefanovic B, Caldwell C, Robin Hsiung G, Feldman H, Mudge B, Assaly M, Kertesz A, Rogers J, Trost D, Bernick C, Munic D, Kerwin D, Mesulam M, Lipowski K, Wu C, Johnson N, Sadowsky C, Martinez W, Villena T, Turner R, Johnson K, Reynolds B, Sperling R, Johnson K, Marshall G, Frey M, Yesavage J, Taylor J, Lane B, Rosen A, Tinklenberg J, Sabbagh M, Belden C, Jacobson S, Kowall N, Killiany R, Budson A, Norbash A, Johnson P, Obisesan T, Wolday S, Bwayo S, Lerner A, Hudson L, Ogrocki P, Fletcher E, Carmichael O, Olichney J, DeCarli C, Kittur S, Borrie M, Lee T, Bartha R, Johnson S, Asthana S, Carlsson C, Potkin S, Preda A, Nguyen D, Tariot P, Fleisher A, Reeder S, Bates V, Capote H, Rainka M, Scharre D, Kataki M, Zimmerman E, Celmins D, Brown A, Pearlson G, Blank K, Anderson K, Saykin A, Santulli R, Schwartz E, Sink K, Williamson J, Garg P, Watkins F, Ott B, Querfurth H, Tremont G, Salloway S, Malloy P, Correia S, Rosen H, Miller B, Mintzer J, Longmire C, Spicer K, Finger E, Rachinsky I, Rogers J, Kertesz A, Drost D, Pomara N, Hernando R, Sarrael A, Schultz S, Boles Ponto L, Shim H, Elizabeth Smith K, Relkin N, Chaing G, Raudin L, Smith A, Fargher K, Ashok Raj B. Accelerating rates of cognitive decline and imaging markers associated with &bgr;-amyloid pathology. Neurology 2016, 86: 1887-1896. PMID: 27164667, PMCID: PMC4873684, DOI: 10.1212/wnl.0000000000002683.Peer-Reviewed Original ResearchMeSH KeywordsAgedAmyloid beta-PeptidesAniline CompoundsAtrophyBiomarkersBrainCognitionCognitive DysfunctionDisease ProgressionEthylene GlycolsFemaleFluorodeoxyglucose F18HumansLongitudinal StudiesMagnetic Resonance ImagingMaleMental Status ScheduleNeuropsychological TestsPeptide FragmentsPositron-Emission TomographyRadiopharmaceuticalsRegression AnalysisConceptsMild cognitive impairmentFunctional declineNeuronal injuryCSF Aβ42Florbetapir PETAmyloid positivityRate of declineCognitive declineTemporal lobe atrophy ratesΒ-amyloid pathologyEarly Alzheimer's diseaseFluorodeoxyglucose PETAmyloid pathologyFDG-PETFuture trialsAtrophy ratesInclusion criteriaMixed-effects regressionΒ-amyloidCognitive impairmentAlzheimer's diseaseFirst signPatientsInjuryConsiderable proportionPeriventricular hyperintensities are associated with elevated cerebral amyloid
Marnane M, Al-Jawadi OO, Mortazavi S, Pogorzelec KJ, Wang BW, Feldman HH, Hsiung GY, Weiner M, Aisen P, Weiner M, Aisen P, Petersen R, Jack C, Jagust W, Trojanowki J, Toga A, Beckett L, Green R, Saykin A, Morris J, Liu E, Green R, Montine T, Petersen R, Aisen P, Gamst A, Thomas R, Donohue M, Walter S, Gessert D, Sather T, Beckett L, Harvey D, Gamst A, Donohue M, Kornak J, Jack C, Dale A, Bernstein M, Felmlee J, Fox N, Thompson P, Schuff N, Alexander G, DeCarli C, Jagust W, Bandy D, Koeppe R, Foster N, Reiman E, Chen K, Mathis C, Morris J, Cairns N, Taylor-Reinwald L, Trojanowki J, Shaw L, Lee V, Korecka M, Toga A, Crawford K, Neu S, Saykin A, Foroud T, Potkin S, Shen L, Kachaturian Z, Frank R, Snyder P, Molchan S, Kaye J, Quinn J, Lind B, Dolen S, Schneider L, Pawluczyk S, Spann B, Brewer J, Vanderswag H, Heidebrink J, Lord J, Petersen R, Johnson K, Doody R, Villanueva-Meyer J, Chowdhury M, Stern Y, Honig L, Bell K, Morris J, Ances B, Carroll M, Leon S, Mintun M, Schneider S, Marson D, Griffith R, Clark D, Grossman H, Mitsis E, Romirowsky A, deToledo-Morrell L, Shah R, Duara R, Varon D, Roberts P, Albert M, Onyike C, Kielb S, Rusinek H, de Leon M, Glodzik L, De Santi S, Doraiswamy P, Petrella J, Coleman R, Arnold S, Karlawish J, Wolk D, Smith C, Jicha G, Hardy P, Lopez O, Oakley M, Simpson D, Porsteinsson A, Goldstein B, Martin K, Makino K, Ismail M, Brand C, Mulnard R, Thai G, Mc-Adams-Ortiz C, Womack K, Mathews D, Quiceno M, Diaz-Arrastia R, King R, Weiner M, Martin-Cook K, DeVous M, Levey A, Lah J, Cellar J, Burns J, Anderson H, Swerdlow R, Apostolova L, Lu P, Bartzokis G, Silverman D, Graff-Radford N, Parfitt F, Johnson H, Farlow M, Hake A, Matthews B, Herring S, van Dyck C, Carson R, MacAvoy M, Chertkow H, Bergman H, Hosein C, Black S, Stefanovic B, Caldwell C, Robin Hsiung G, Feldman H, Mudge B, Assaly M, Kertesz A, Rogers J, Trost D, Bernick C, Munic D, Kerwin D, Mesulam M, Lipowski K, Wu C, Johnson N, Sadowsky C, Martinez W, Villena T, Turner R, Johnson K, Reynolds B, Sperling R, Johnson K, Marshall G, Frey M, Yesavage J, Taylor J, Lane B, Rosen A, Tinklenberg J, Sabbagh M, Belden C, Jacobson S, Kowall N, Killiany R, Budson A, Norbash A, Johnson P, Obisesan T, Wolday S, Bwayo S, Lerner A, Hudson L, Ogrocki P, Fletcher E, Carmichael O, Olichney J, DeCarli C, Kittur S, Borrie M, Lee T, Bartha D, Johnson S, Asthana S, Carlsson C, Potkin S, Preda A, Nguyen D, Tariot P, Fleisher A, Reeder S, Bates V, Capote H, Rainka M, Scharre D, Kataki M, Zimmerman E, Celmins D, Brown A, Pearlson G, Blank K, Anderson K, Saykin A, Santulli R, Schwartz E, Sink K, Williamson J, Garg P, Watkins F, Ott B, Querfurth H, Tremont G, Salloway S, Malloy P, Correia S, Rosen H, Miller B, Mintzer J, Longmire C, Spicer K, Finger E, Rachinsky I, Rogers J, Kertesz A, Drost D, Pomara N, Hernando R, Sarrael A, Schultz S, Boles Ponto L, Shim H, Smith K, Relkin N, Chaing G, Raudin L, Smith A, Fargher K, Raj B. Periventricular hyperintensities are associated with elevated cerebral amyloid. Neurology 2016, 86: 535-543. PMID: 26747881, PMCID: PMC4753726, DOI: 10.1212/wnl.0000000000002352.Peer-Reviewed Original ResearchConceptsVascular risk factorsCerebral amyloidLogistic regression modelsMild cognitive impairmentCSF AβRisk factorsDisease Neuroimaging InitiativeProspective multicenter observational studyFluid-attenuated inversion recovery MRICerebral β-amyloidCSF Aβ levelsMulticenter observational studySecondary prevention medicationsSemiquantitative visual rating scalesLow CSF AβAgreement intraclass correlation coefficientsInversion recovery MRIVisual rating scaleIntraclass correlation coefficientAlzheimer's Disease Neuroimaging InitiativeCSF-phosphoCerebral hypometabolismPrevention medicationsPeriventricular hyperintensityRegression models
2015
Detailed comparison of amyloid PET and CSF biomarkers for identifying early Alzheimer disease
Palmqvist S, Zetterberg H, Mattsson N, Johansson P, Minthon L, Blennow K, Olsson M, Hansson O, Hansson O, Minthon L, Toresson H, Nägga K, Palmqvist S, Stomrud E, Johansson P, Nilsson C, Nilsson M, Mattsson N, Lindqvist D, Vestberg S, Janelidze S, Zetterberg H, Blennow K, Andreasson U, van Westen D, Lätt J, Mannfolk P, Nilsson M, Strandberg O, Sundgren P, Ståhlberg F, Lindberg O, Westman E, Wahlund L, Wollmer P, Smith R, Olsson T, Weiner M, Aisen P, Weiner M, Aisen P, Petersen R, Jack C, Jagust W, Trojanowki J, Toga A, Beckett L, Green R, Gamst A, Saykin A, Morris J, Potter W, Green R, Montine T, Petersen R, Aisen P, Gamst A, Thomas R, Donohue M, Walter S, Jack C, Dale A, Bernstein M, Felmlee J, Fox N, Thompson P, Schuff N, Alexander G, DeCarli C, Jagust W, Bandy D, Koeppe R, Foster N, Reiman E, Chen K, Mathis C, Morris J, Cairns N, Taylor-Reinwald L, Trojanowki J, Shaw L, Lee V, Korecka M, Toga A, Crawford K, Neu S, Beckett L, Harvey D, Gamst A, Kornak J, Saykin A, Foroud T, Potkin S, Shen L, Kachaturian Z, Frank R, Snyder P, Molchan S, Kaye J, Dolen S, Quinn J, Schneider L, Pawluczyk S, Spann B, Brewer J, Vanderswag H, Heidebrink J, Lord J, Petersen R, Johnson K, Doody R, Villanueva-Meyer J, Chowdhury M, Stern Y, Honig L, Bell K, Morris J, Mintun M, Schneider S, Marson D, Griffith R, Clark D, Grossman H, Tang C, Marzloff G, deToledo-Morrell L, Shah R, Duara R, Varon D, Roberts CAN P, Albert M, Kozauer N, Zerrate M, Rusinek H, de Leon M, De Santi S, Doraiswamy P, Petrella J, Aiello M, Arnold S, Karlawish J, Wolk D, Smith C, Given C, Hardy P, Lopez O, Oakley M, Simpson D, Ismail M, Brand C, Richard J, Mulnard R, Thai G, Mc-Adams-Ortiz C, Diaz-Arrastia R, Martin-Cook K, DeVous M, Levey A, Lah J, Cellar J, Burns J, Anderson H, Laubinger M, Apostolova L, Silverman D, Lu P, Graff-Radford N, Parfitt F, Johnson H, Farlow M, Herring S, Hake A, van Dyck C, MacAvoy M, Benincasa A, Chertkow H, Bergman H, Hosein C, Black S, Stefanovic B, Caldwell C, Robin Hsiung G, Feldman H, Assaly M, Kertesz A, Rogers J, Trost D, Bernick C, Munic D, Wu C, Johnson N, Mesulam M, Sadowsky C, Martinez W, Villena T, Turner R, Johnson K, Reynolds B, Sperling R, Rentz D, Johnson K, Rosen A, Tinklenberg J, Ashford W, Sabbagh M, Connor D, Jacobson S, Killiany R, Norbash A, Nair A, Obisesan T, Jayam-Trouth A, Wang P, Lerner A, Hudson L, Ogrocki P, DeCarli C, Fletcher E, Carmichael O, Kittur S, Borrie M, Lee T, Bartha R, Johnson S, Asthana S, Carlsson C, Potkin S, Preda A, Nguyen D, Tariot P, Fleisher A, Reeder S, Bates V, Capote H, Rainka M, Hendin B, Scharre D, Kataki M, Zimmerman E, Celmins D, Brown A, Pearlson G, Blank K, Anderson K, Saykin A, Santulli R, Englert J, Williamson J, Sink K, Watkins F, Ott B, Stopa E, Tremont G, Salloway S, Malloy P, Correia S, Rosen H, Mintzer J, Longmire C, Spicer K. Detailed comparison of amyloid PET and CSF biomarkers for identifying early Alzheimer disease. Neurology 2015, 85: 1240-1249. PMID: 26354982, PMCID: PMC4607601, DOI: 10.1212/wnl.0000000000001991.Peer-Reviewed Original ResearchConceptsEarly Alzheimer's diseaseCSF biomarkersEarly-stage Alzheimer's diseaseAlzheimer's diseasePET measuresAmyloid PETT-tauMCI-ADPET biomarkersAβ42/P-tauDiagnostic accuracyClass III evidenceΒ-amyloid depositionMild cognitive impairmentHigh diagnostic accuracyAβ depositionP-tauTotal tauAD dementiaCSF Aβ42Patient preferencesCSF measuresEuroimmun ELISAAlzheimer's Disease Neuroimaging Initiative studyBioFINDER studyMemory, executive, and multidomain subtle cognitive impairment
Toledo J, Bjerke M, Chen K, Rozycki M, Jack C, Weiner M, Arnold S, Reiman E, Davatzikos C, Shaw L, Trojanowski J, Weiner M, Aisen P, Weiner M, Aisen P, Petersen R, Jack C, Jagust W, Trojanowki J, Toga A, Beckett L, Green R, Saykin A, Morris J, Liu E, Green R, Montine T, Petersen R, Aisen P, Gamst A, Thomas R, Donohue M, Walter S, Gessert D, Sather T, Beckett L, Harvey D, Gamst A, Donohue M, Kornak J, Jack C, Dale A, Bernstein M, Felmlee J, Fox N, Thompson P, Schuff N, Alexander G, DeCarli C, Jagust W, Bandy D, Koeppe R, Foster N, Reiman E, Chen K, Mathis C, Morris J, Cairns N, Taylor-Reinwald L, Trojanowki J, Shaw L, Lee V, Korecka M, Toga A, Crawford K, Neu S, Saykin A, Foroud T, Potkin S, Shen L, Kachaturian Z, Frank R, Snyder P, Molchan S, Kaye J, Quinn J, Lind B, Dolen S, Schneider L, Pawluczyk S, Spann B, Brewer J, Vanderswag H, Heidebrink J, Lord J, Petersen R, Johnson K, Doody R, Villanueva-Meyer J, Chowdhury M, Stern Y, Honig L, Bell K, Morris J, Ances B, Leon S, Schneider S, Marson D, Griffith R, Clark D, Grossman H, Mitsis E, Romirowsky A, deToledo-Morrell L, Shah R, Duara R, Varon D, Roberts P, Albert M, Onyike C, Kielb S, Rusinek H, de Leon M, Glodzik L, De Santi S, Doraiswamy P, Petrella J, Coleman R, Arnold S, Karlawish J, Wolk D, Smith C, Jicha G, Hardy P, Lopez O, Oakley M, Simpson D, Porsteinsson A, Goldstein B, Martin K, Makino K, Ismail M, Brand C, Mulnard R, Thai G, Mc-Adams-Ortiz C, Womack K, Mathews D, Quiceno M, Diaz-Arrastia R, King R, Weiner M, Martin-Cook K, DeVous M, Levey A, Lah J, Cellar J, Burns J, Anderson H, Swerdlow R, Apostolova L, Lu P, Bartzokis G, Silverman D, Graff-Radford N, Parfitt F, Johnson H, Farlow M, Hake A, Matthews B, Herring S, van Dyck C, Carson R, MacAvoy M, Chertkow H, Bergman H, Hosein C, Black S, Stefanovic B, Caldwell C, Robin Hsiung G, Feldman H, Mudge B, Assaly M, Kertesz A, Rogers J, Trost D, Bernick C, Munic D, Kerwin D, Mesulam M, Lipowski K, Wu C, Johnson N, Sadowsky C, Martinez W, Villena T, Turner R, Johnson K, Reynolds B, Sperling R, Johnson K, Marshall G, Frey M, Yesavage J, Taylor J, Lane B, Rosen A, Tinklenberg J, Sabbagh M, Belden C, Jacobson S, Kowall N, Killiany R, Budson A, Norbash A, Johnson P, Obisesan T, Wolday S, Bwayo S, Lerner A, Hudson L, Ogrocki P, Fletcher E, Carmichael O, Olichney J, DeCarli C, Kittur S, Borrie M, Lee T, Bartha D, Johnson S, Asthana S, Carlsson C, Potkin S, Preda A, Nguyen D, Tariot P, Fleisher A, Reeder S, Bates V, Capote H, Rainka M, Scharre D, Kataki M, Zimmerman E, Celmins D, Brown A, Pearlson G, Blank K, Anderson K, Saykin A, Santulli R, Schwartz E, Sink K, Williamson J, Garg P, Watkins F, Ott B, Querfurth H, Tremont G, Salloway S, Malloy P, Correia S, Rosen H, Miller B, Mintzer J, Longmire C, Spicer K, Finger E, Rachinsky I, Rogers J, Kertesz A, Drost D, Pomara N, Hernando R, Sarrael A, Schultz S, Boles Ponto L, Shim H, Smith K, Relkin N, Chaing G, Raudin L, Smith A, Fargher K, Raj B. Memory, executive, and multidomain subtle cognitive impairment. Neurology 2015, 85: 144-153. PMID: 26085606, PMCID: PMC4515043, DOI: 10.1212/wnl.0000000000001738.Peer-Reviewed Original ResearchConceptsCognitive impairmentAlzheimer's Disease Neuroimaging InitiativeDisease Neuroimaging InitiativeCSF Alzheimer's disease biomarkersDifferent clinical prognosesBiomarker signaturesAlzheimer's disease biomarkersCognitive impairment groupSubtle cognitive impairmentMemory complaint groupBrain atrophySingle ROISCI groupCN subjectsClinical prognosisHealthy controlsAtrophy patternsDementia stagesNeuroimaging biomarkersImpairment groupClinical cutoffComplaint groupPattern-based analysisADNI participantsSMC group
2009
Subregional neuroanatomical change as a biomarker for Alzheimer's disease
Holland D, Brewer J, Hagler D, Fennema-Notestine C, Dale A, Weiner M, Thal L, Petersen R, Jack C, Jagust W, Trojanowki J, Toga A, Beckett L, Green R, Gamst A, Potter W, Montine T, Anders D, Bernstein M, Felmlee J, Fox N, Thompson P, Schuff N, Alexander G, Bandy D, Koeppe R, Foster N, Reiman E, Chen K, Shaw L, Lee V, Korecka M, Crawford K, Neu S, Harvey D, Kornak J, Kachaturian Z, Frank R, Snyder P, Molchan S, Kaye J, Vorobik R, Quinn J, Schneider L, Pawluczyk S, Spann B, Fleisher A, Vanderswag H, Heidebrink J, Lord J, Johnson K, Doody R, Villanueva-Meyer J, Chowdhury M, Stern Y, Honig L, Bell K, Morris J, Mintun M, Schneider S, Marson D, Griffith R, Badger B, Grossman H, Tang C, Stern J, deToledo-Morrell L, Shah R, Bach J, Duara R, Isaacson R, Strauman S, Albert M, Pedroso J, Toroney J, Rusinek H, de Leon M, De Santi S, Doraiswamy P, Petrella J, Aiello M, Clark C, Pham C, Nunez J, Smith C, Given C, Hardy P, DeKosky S, Oakley M, Simpson D, Ismail M, Porsteinsson A, McCallum C, Cramer S, Mulnard R, McAdams-Ortiz C, Diaz-Arrastia R, Martin-Cook K, DeVous M, Levey A, Lah J, Cellar J, Burns J, Anderson H, Laubinger M, Bartzokis G, Silverman D, Lu P, Fletcher R, Parfitt F, Johnson H, Farlow M, Herring S, Hake A, van Dyck C, MacAvoy M, Bifano L, Chertkow H, Bergman H, Hosein C, Black S, Graham S, Caldwell C, Feldman H, Assaly M, Hsiung G, Kertesz A, Rogers J, Trost D, Bernick C, Gitelman D, Johnson N, Mesulam M, Sadowsky C, Villena T, Mesner S, Aisen P, Johnson K, Behan K, Sperling R, Rentz D, Johnson K, Rosen A, Tinklenberg J, Ashford W, Sabbagh M, Connor D, Obradov S, Killiany R, Norbash A, Obisesan T, Jayam-Trouth A, Wang P, Auchus A, Huang J, Friedland R, DeCarli C, Fletcher E, Carmichael O, Kittur S, Mirje S, Johnson S, Borrie M, Lee T, Asthana S, Carlsson C, Potkin S, Highum D, Preda A, Nguyen D, Tariot P, Hendin B, Scharre D, Kataki M, Beversdorf D, Zimmerman E, Celmins D, Brown A, Gandy S, Marenberg M, Rovner B, Pearlson G, Blank K, Anderson K, Saykin A, Santulli R, Pare N, Williamson J, Sink K, Potter H, Raj B, Giordano A, Ott B, Wu C, Cohen R, Wilks K, Safirstein B. Subregional neuroanatomical change as a biomarker for Alzheimer's disease. Proceedings Of The National Academy Of Sciences Of The United States Of America 2009, 106: 20954-20959. PMID: 19996185, PMCID: PMC2791580, DOI: 10.1073/pnas.0906053106.Peer-Reviewed Original ResearchConceptsMild cognitive impairmentAlzheimer's diseaseClinical trialsOutcome measuresCerebral volume changesDisease-modifying effectsCerebral structural changesDisease-modifying agentsSerial MRI scansTemporal lobe cortical regionsSensitive outcome measuresDisease-related changesBrain atrophyNeuroprotective effectsAD pathologyHealthy controlsSubregional atrophyCortical changesEarly diagnosisNeuroanatomical changesCortical thicknessNormal subjectsMRI scansVentricular volumeClinical practice