Evaluation of ATN PD Framework and Biofluid Markers to Predict Cognitive Decline in Early Parkinson Disease

In Parkinson disease (PD), Alzheimer disease (AD) copathology is common and clinically relevant. However, the longitudinal progression of AD CSF biomarkers-β-amyloid 1-42 (Aβ ), phosphorylated tau 181 (p-tau ), and total tau (t-tau)-in PD is poorly understood and may be distinct from clinical AD. Mo...

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Veröffentlicht in:Neurology 2024-02, Vol.102 (4), p.e208033
Hauptverfasser: Cousins, Katheryn A Q, Irwin, David J, Tropea, Thomas F, Rhodes, Emma, Phillips, Jeffrey, Chen-Plotkin, Alice S, Brumm, Michael C, Coffey, Christopher S, Kang, Ju Hee, Simuni, Tanya, Foroud, Tatiana M, Toga, Arthur W, Tanner, Caroline M, Kieburtz, Karl D, Mollenhauer, Brit, Galasko, Douglas, Hutten, Samantha, Weintraub, Daniel, Siderowf, Andrew D, Marek, Kenneth, Poston, Kathleen L, Shaw, Leslie M
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container_issue 4
container_start_page e208033
container_title Neurology
container_volume 102
creator Cousins, Katheryn A Q
Irwin, David J
Tropea, Thomas F
Rhodes, Emma
Phillips, Jeffrey
Chen-Plotkin, Alice S
Brumm, Michael C
Coffey, Christopher S
Kang, Ju Hee
Simuni, Tanya
Foroud, Tatiana M
Toga, Arthur W
Tanner, Caroline M
Kieburtz, Karl D
Mollenhauer, Brit
Galasko, Douglas
Hutten, Samantha
Weintraub, Daniel
Siderowf, Andrew D
Marek, Kenneth
Poston, Kathleen L
Shaw, Leslie M
description In Parkinson disease (PD), Alzheimer disease (AD) copathology is common and clinically relevant. However, the longitudinal progression of AD CSF biomarkers-β-amyloid 1-42 (Aβ ), phosphorylated tau 181 (p-tau ), and total tau (t-tau)-in PD is poorly understood and may be distinct from clinical AD. Moreover, it is unclear whether CSF p-tau and serum neurofilament light (NfL) have added prognostic utility in PD, when combined with CSF Aβ . First, we describe longitudinal trajectories of biofluid markers in PD. Second, we modified the AD β-amyloid/tau/neurodegeneration (ATN) framework for application in PD (ATN ) using CSF Aβ (A), p-tau (T), and serum NfL (N) and tested ATN prediction of longitudinal cognitive decline in PD. Participants were selected from the Parkinson's Progression Markers Initiative cohort, clinically diagnosed with sporadic PD or as controls, and followed up annually for 5 years. Linear mixed-effects models (LMEMs) tested the interaction of diagnosis with longitudinal trajectories of analytes (log transformed, false discovery rate [FDR] corrected). In patients with PD, LMEMs tested how baseline ATN status (AD [A+T+N±] vs not) predicted clinical outcomes, including Montreal Cognitive Assessment (MoCA; rank transformed, FDR corrected). Participants were 364 patients with PD and 168 controls, with comparable baseline mean (±SD) age (patients with PD = 62 ± 10 years; controls = 61 ± 11 years]; Mann-Whitney Wilcoxon: = 0.4) and sex distribution (patients with PD = 231 male individuals [63%]; controls = 107 male individuals [64%]; χ : = 1). Patients with PD had overall lower CSF p-tau (β = -0.16, 95% CI -0.23 to -0.092, = 2.2e-05) and t-tau than controls (β = -0.13, 95% CI -0.19 to -0.065, = 4e-04), but not Aβ ( = 0.061) or NfL ( = 0.32). Over time, patients with PD had greater increases in serum NfL than controls (β = 0.035, 95% CI 0.022 to 0.048, = 9.8e-07); slopes of patients with PD did not differ from those of controls for CSF Aβ ( = 0.18), p-tau ( = 1), or t-tau ( = 0.96). Using ATN , PD classified as A+T+N± (n = 32; 9%) had worse cognitive decline on global MoCA (β = -73, 95% CI -110 to -37, = 0.00077) than all other ATN statuses including A+ alone (A+T-N-; n = 75; 21%). In patients with early PD, CSF p-tau and t-tau were low compared with those in controls and did not increase over 5 years of follow-up. Our study shows that classification using modified ATN (incorporating CSF Aβ , CSF p-tau , and serum NfL) can identify biologically rele
doi_str_mv 10.1212/WNL.0000000000208033
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However, the longitudinal progression of AD CSF biomarkers-β-amyloid 1-42 (Aβ ), phosphorylated tau 181 (p-tau ), and total tau (t-tau)-in PD is poorly understood and may be distinct from clinical AD. Moreover, it is unclear whether CSF p-tau and serum neurofilament light (NfL) have added prognostic utility in PD, when combined with CSF Aβ . First, we describe longitudinal trajectories of biofluid markers in PD. Second, we modified the AD β-amyloid/tau/neurodegeneration (ATN) framework for application in PD (ATN ) using CSF Aβ (A), p-tau (T), and serum NfL (N) and tested ATN prediction of longitudinal cognitive decline in PD. Participants were selected from the Parkinson's Progression Markers Initiative cohort, clinically diagnosed with sporadic PD or as controls, and followed up annually for 5 years. Linear mixed-effects models (LMEMs) tested the interaction of diagnosis with longitudinal trajectories of analytes (log transformed, false discovery rate [FDR] corrected). In patients with PD, LMEMs tested how baseline ATN status (AD [A+T+N±] vs not) predicted clinical outcomes, including Montreal Cognitive Assessment (MoCA; rank transformed, FDR corrected). Participants were 364 patients with PD and 168 controls, with comparable baseline mean (±SD) age (patients with PD = 62 ± 10 years; controls = 61 ± 11 years]; Mann-Whitney Wilcoxon: = 0.4) and sex distribution (patients with PD = 231 male individuals [63%]; controls = 107 male individuals [64%]; χ : = 1). Patients with PD had overall lower CSF p-tau (β = -0.16, 95% CI -0.23 to -0.092, = 2.2e-05) and t-tau than controls (β = -0.13, 95% CI -0.19 to -0.065, = 4e-04), but not Aβ ( = 0.061) or NfL ( = 0.32). Over time, patients with PD had greater increases in serum NfL than controls (β = 0.035, 95% CI 0.022 to 0.048, = 9.8e-07); slopes of patients with PD did not differ from those of controls for CSF Aβ ( = 0.18), p-tau ( = 1), or t-tau ( = 0.96). Using ATN , PD classified as A+T+N± (n = 32; 9%) had worse cognitive decline on global MoCA (β = -73, 95% CI -110 to -37, = 0.00077) than all other ATN statuses including A+ alone (A+T-N-; n = 75; 21%). In patients with early PD, CSF p-tau and t-tau were low compared with those in controls and did not increase over 5 years of follow-up. 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However, the longitudinal progression of AD CSF biomarkers-β-amyloid 1-42 (Aβ ), phosphorylated tau 181 (p-tau ), and total tau (t-tau)-in PD is poorly understood and may be distinct from clinical AD. Moreover, it is unclear whether CSF p-tau and serum neurofilament light (NfL) have added prognostic utility in PD, when combined with CSF Aβ . First, we describe longitudinal trajectories of biofluid markers in PD. Second, we modified the AD β-amyloid/tau/neurodegeneration (ATN) framework for application in PD (ATN ) using CSF Aβ (A), p-tau (T), and serum NfL (N) and tested ATN prediction of longitudinal cognitive decline in PD. Participants were selected from the Parkinson's Progression Markers Initiative cohort, clinically diagnosed with sporadic PD or as controls, and followed up annually for 5 years. Linear mixed-effects models (LMEMs) tested the interaction of diagnosis with longitudinal trajectories of analytes (log transformed, false discovery rate [FDR] corrected). In patients with PD, LMEMs tested how baseline ATN status (AD [A+T+N±] vs not) predicted clinical outcomes, including Montreal Cognitive Assessment (MoCA; rank transformed, FDR corrected). Participants were 364 patients with PD and 168 controls, with comparable baseline mean (±SD) age (patients with PD = 62 ± 10 years; controls = 61 ± 11 years]; Mann-Whitney Wilcoxon: = 0.4) and sex distribution (patients with PD = 231 male individuals [63%]; controls = 107 male individuals [64%]; χ : = 1). Patients with PD had overall lower CSF p-tau (β = -0.16, 95% CI -0.23 to -0.092, = 2.2e-05) and t-tau than controls (β = -0.13, 95% CI -0.19 to -0.065, = 4e-04), but not Aβ ( = 0.061) or NfL ( = 0.32). Over time, patients with PD had greater increases in serum NfL than controls (β = 0.035, 95% CI 0.022 to 0.048, = 9.8e-07); slopes of patients with PD did not differ from those of controls for CSF Aβ ( = 0.18), p-tau ( = 1), or t-tau ( = 0.96). Using ATN , PD classified as A+T+N± (n = 32; 9%) had worse cognitive decline on global MoCA (β = -73, 95% CI -110 to -37, = 0.00077) than all other ATN statuses including A+ alone (A+T-N-; n = 75; 21%). In patients with early PD, CSF p-tau and t-tau were low compared with those in controls and did not increase over 5 years of follow-up. Our study shows that classification using modified ATN (incorporating CSF Aβ , CSF p-tau , and serum NfL) can identify biologically relevant subgroups of PD to improve prediction of cognitive decline in early PD.</description><subject>Aged</subject><subject>Alzheimer Disease - diagnosis</subject><subject>Amyloid beta-Peptides</subject><subject>Biomarkers</subject><subject>Cognitive Dysfunction - diagnosis</subject><subject>Cognitive Dysfunction - etiology</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Parkinson Disease - complications</subject><subject>Parkinson Disease - diagnosis</subject><subject>Prognosis</subject><subject>tau Proteins</subject><issn>0028-3878</issn><issn>1526-632X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpdkMtOwzAQRS0EoqXwBwjND6T4lcRelj4AqZQuKsEuchwbmaZxZadF_XuCCl0wm5HmzrmLg9AtwUNCCb1_W8yH-DQUC8zYGeqTlGZJxuj7Oep3Z5EwkYseuorxE-MuzOUl6jHBcJZK2Ufr6V7VO9U634C3MFotYDmBWVAb8-XDGlRTwYPztt65Cl5UWJsQofWwDKZyuoWx_2hc6_YGJkbXrjHgGpiqUB9g2X27JnbFExeNiuYaXVhVR3PzuwdoNZuuxk_J_PXxeTyaJzoTMlGEEKnSnAlRytKUhGOrrJUEpxWxQnKrucx5nmdUqwxzTgVOJdZGVqS0XLEB4sdaHXyMwdhiG9xGhUNBcPGjrujUFf_VddjdEdvuyo2pTtCfK_YNL0ZpWQ</recordid><startdate>20240227</startdate><enddate>20240227</enddate><creator>Cousins, Katheryn A Q</creator><creator>Irwin, David J</creator><creator>Tropea, Thomas F</creator><creator>Rhodes, Emma</creator><creator>Phillips, Jeffrey</creator><creator>Chen-Plotkin, Alice S</creator><creator>Brumm, Michael C</creator><creator>Coffey, Christopher S</creator><creator>Kang, Ju Hee</creator><creator>Simuni, Tanya</creator><creator>Foroud, Tatiana M</creator><creator>Toga, Arthur W</creator><creator>Tanner, Caroline M</creator><creator>Kieburtz, Karl D</creator><creator>Mollenhauer, Brit</creator><creator>Galasko, Douglas</creator><creator>Hutten, Samantha</creator><creator>Weintraub, Daniel</creator><creator>Siderowf, Andrew D</creator><creator>Marek, Kenneth</creator><creator>Poston, Kathleen L</creator><creator>Shaw, Leslie M</creator><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-7650-1210</orcidid><orcidid>https://orcid.org/0000-0002-9053-0114</orcidid><orcidid>https://orcid.org/0000-0003-0079-9441</orcidid><orcidid>https://orcid.org/0000-0002-8435-744X</orcidid><orcidid>https://orcid.org/0000-0002-4197-5627</orcidid><orcidid>https://orcid.org/0000-0003-0766-1496</orcidid><orcidid>https://orcid.org/0000-0002-1750-7698</orcidid><orcidid>https://orcid.org/0000-0001-7902-3755</orcidid><orcidid>https://orcid.org/0000-0003-0633-7168</orcidid><orcidid>https://orcid.org/0000-0002-1645-6921</orcidid><orcidid>https://orcid.org/0000-0002-3173-9989</orcidid><orcidid>https://orcid.org/0000-0003-1879-2766</orcidid><orcidid>https://orcid.org/0000-0001-5235-8993</orcidid><orcidid>https://orcid.org/0000-0003-3424-7143</orcidid><orcidid>https://orcid.org/0000-0002-8130-5484</orcidid><orcidid>https://orcid.org/0000-0001-6195-3241</orcidid><orcidid>https://orcid.org/0000-0002-5599-5098</orcidid><orcidid>https://orcid.org/0000-0001-8437-3645</orcidid><orcidid>https://orcid.org/0000-0002-3387-2038</orcidid></search><sort><creationdate>20240227</creationdate><title>Evaluation of ATN PD Framework and Biofluid Markers to Predict Cognitive Decline in Early Parkinson Disease</title><author>Cousins, Katheryn A Q ; Irwin, David J ; Tropea, Thomas F ; Rhodes, Emma ; Phillips, Jeffrey ; Chen-Plotkin, Alice S ; Brumm, Michael C ; Coffey, Christopher S ; Kang, Ju Hee ; Simuni, Tanya ; Foroud, Tatiana M ; Toga, Arthur W ; Tanner, Caroline M ; Kieburtz, Karl D ; Mollenhauer, Brit ; Galasko, Douglas ; Hutten, Samantha ; Weintraub, Daniel ; Siderowf, Andrew D ; Marek, Kenneth ; Poston, Kathleen L ; Shaw, Leslie M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c689-a1119a57388b9beb140faff9105d1f894fc49747762ca6044280590ce9d1bf4a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Aged</topic><topic>Alzheimer Disease - diagnosis</topic><topic>Amyloid beta-Peptides</topic><topic>Biomarkers</topic><topic>Cognitive Dysfunction - diagnosis</topic><topic>Cognitive Dysfunction - etiology</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Parkinson Disease - complications</topic><topic>Parkinson Disease - diagnosis</topic><topic>Prognosis</topic><topic>tau Proteins</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cousins, Katheryn A Q</creatorcontrib><creatorcontrib>Irwin, David J</creatorcontrib><creatorcontrib>Tropea, Thomas F</creatorcontrib><creatorcontrib>Rhodes, Emma</creatorcontrib><creatorcontrib>Phillips, Jeffrey</creatorcontrib><creatorcontrib>Chen-Plotkin, Alice S</creatorcontrib><creatorcontrib>Brumm, Michael C</creatorcontrib><creatorcontrib>Coffey, Christopher S</creatorcontrib><creatorcontrib>Kang, Ju Hee</creatorcontrib><creatorcontrib>Simuni, Tanya</creatorcontrib><creatorcontrib>Foroud, Tatiana M</creatorcontrib><creatorcontrib>Toga, Arthur W</creatorcontrib><creatorcontrib>Tanner, Caroline M</creatorcontrib><creatorcontrib>Kieburtz, Karl D</creatorcontrib><creatorcontrib>Mollenhauer, Brit</creatorcontrib><creatorcontrib>Galasko, Douglas</creatorcontrib><creatorcontrib>Hutten, Samantha</creatorcontrib><creatorcontrib>Weintraub, Daniel</creatorcontrib><creatorcontrib>Siderowf, Andrew D</creatorcontrib><creatorcontrib>Marek, Kenneth</creatorcontrib><creatorcontrib>Poston, Kathleen L</creatorcontrib><creatorcontrib>Shaw, Leslie M</creatorcontrib><creatorcontrib>Parkinson's Progression Markers Initiative</creatorcontrib><creatorcontrib>for the Parkinson's Progression Markers Initiative</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><jtitle>Neurology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cousins, Katheryn A Q</au><au>Irwin, David J</au><au>Tropea, Thomas F</au><au>Rhodes, Emma</au><au>Phillips, Jeffrey</au><au>Chen-Plotkin, Alice S</au><au>Brumm, Michael C</au><au>Coffey, Christopher S</au><au>Kang, Ju Hee</au><au>Simuni, Tanya</au><au>Foroud, Tatiana M</au><au>Toga, Arthur W</au><au>Tanner, Caroline M</au><au>Kieburtz, Karl D</au><au>Mollenhauer, Brit</au><au>Galasko, Douglas</au><au>Hutten, Samantha</au><au>Weintraub, Daniel</au><au>Siderowf, Andrew D</au><au>Marek, Kenneth</au><au>Poston, Kathleen L</au><au>Shaw, Leslie M</au><aucorp>Parkinson's Progression Markers Initiative</aucorp><aucorp>for the Parkinson's Progression Markers Initiative</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluation of ATN PD Framework and Biofluid Markers to Predict Cognitive Decline in Early Parkinson Disease</atitle><jtitle>Neurology</jtitle><addtitle>Neurology</addtitle><date>2024-02-27</date><risdate>2024</risdate><volume>102</volume><issue>4</issue><spage>e208033</spage><pages>e208033-</pages><issn>0028-3878</issn><eissn>1526-632X</eissn><abstract>In Parkinson disease (PD), Alzheimer disease (AD) copathology is common and clinically relevant. However, the longitudinal progression of AD CSF biomarkers-β-amyloid 1-42 (Aβ ), phosphorylated tau 181 (p-tau ), and total tau (t-tau)-in PD is poorly understood and may be distinct from clinical AD. Moreover, it is unclear whether CSF p-tau and serum neurofilament light (NfL) have added prognostic utility in PD, when combined with CSF Aβ . First, we describe longitudinal trajectories of biofluid markers in PD. Second, we modified the AD β-amyloid/tau/neurodegeneration (ATN) framework for application in PD (ATN ) using CSF Aβ (A), p-tau (T), and serum NfL (N) and tested ATN prediction of longitudinal cognitive decline in PD. Participants were selected from the Parkinson's Progression Markers Initiative cohort, clinically diagnosed with sporadic PD or as controls, and followed up annually for 5 years. Linear mixed-effects models (LMEMs) tested the interaction of diagnosis with longitudinal trajectories of analytes (log transformed, false discovery rate [FDR] corrected). In patients with PD, LMEMs tested how baseline ATN status (AD [A+T+N±] vs not) predicted clinical outcomes, including Montreal Cognitive Assessment (MoCA; rank transformed, FDR corrected). Participants were 364 patients with PD and 168 controls, with comparable baseline mean (±SD) age (patients with PD = 62 ± 10 years; controls = 61 ± 11 years]; Mann-Whitney Wilcoxon: = 0.4) and sex distribution (patients with PD = 231 male individuals [63%]; controls = 107 male individuals [64%]; χ : = 1). Patients with PD had overall lower CSF p-tau (β = -0.16, 95% CI -0.23 to -0.092, = 2.2e-05) and t-tau than controls (β = -0.13, 95% CI -0.19 to -0.065, = 4e-04), but not Aβ ( = 0.061) or NfL ( = 0.32). Over time, patients with PD had greater increases in serum NfL than controls (β = 0.035, 95% CI 0.022 to 0.048, = 9.8e-07); slopes of patients with PD did not differ from those of controls for CSF Aβ ( = 0.18), p-tau ( = 1), or t-tau ( = 0.96). Using ATN , PD classified as A+T+N± (n = 32; 9%) had worse cognitive decline on global MoCA (β = -73, 95% CI -110 to -37, = 0.00077) than all other ATN statuses including A+ alone (A+T-N-; n = 75; 21%). In patients with early PD, CSF p-tau and t-tau were low compared with those in controls and did not increase over 5 years of follow-up. Our study shows that classification using modified ATN (incorporating CSF Aβ , CSF p-tau , and serum NfL) can identify biologically relevant subgroups of PD to improve prediction of cognitive decline in early PD.</abstract><cop>United States</cop><pmid>38306599</pmid><doi>10.1212/WNL.0000000000208033</doi><orcidid>https://orcid.org/0000-0002-7650-1210</orcidid><orcidid>https://orcid.org/0000-0002-9053-0114</orcidid><orcidid>https://orcid.org/0000-0003-0079-9441</orcidid><orcidid>https://orcid.org/0000-0002-8435-744X</orcidid><orcidid>https://orcid.org/0000-0002-4197-5627</orcidid><orcidid>https://orcid.org/0000-0003-0766-1496</orcidid><orcidid>https://orcid.org/0000-0002-1750-7698</orcidid><orcidid>https://orcid.org/0000-0001-7902-3755</orcidid><orcidid>https://orcid.org/0000-0003-0633-7168</orcidid><orcidid>https://orcid.org/0000-0002-1645-6921</orcidid><orcidid>https://orcid.org/0000-0002-3173-9989</orcidid><orcidid>https://orcid.org/0000-0003-1879-2766</orcidid><orcidid>https://orcid.org/0000-0001-5235-8993</orcidid><orcidid>https://orcid.org/0000-0003-3424-7143</orcidid><orcidid>https://orcid.org/0000-0002-8130-5484</orcidid><orcidid>https://orcid.org/0000-0001-6195-3241</orcidid><orcidid>https://orcid.org/0000-0002-5599-5098</orcidid><orcidid>https://orcid.org/0000-0001-8437-3645</orcidid><orcidid>https://orcid.org/0000-0002-3387-2038</orcidid></addata></record>
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identifier ISSN: 0028-3878
ispartof Neurology, 2024-02, Vol.102 (4), p.e208033
issn 0028-3878
1526-632X
language eng
recordid cdi_crossref_primary_10_1212_WNL_0000000000208033
source MEDLINE; Journals@Ovid Complete; Alma/SFX Local Collection
subjects Aged
Alzheimer Disease - diagnosis
Amyloid beta-Peptides
Biomarkers
Cognitive Dysfunction - diagnosis
Cognitive Dysfunction - etiology
Humans
Male
Middle Aged
Parkinson Disease - complications
Parkinson Disease - diagnosis
Prognosis
tau Proteins
title Evaluation of ATN PD Framework and Biofluid Markers to Predict Cognitive Decline in Early Parkinson Disease
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