<p>Progranulin (PGRN) and soluble triggering receptor expressed on myeloid cells-2 (sTREM2) are emerging biomarkers of Alzheimer’s disease (AD). This study explores the roles of their interplay in modulating amyloid pathology. We analyzed data from 905 participants (mean age = 62.0) in the CABLE cohort and 973 participants (mean age = 73.1) in the ADNI, classified using the A/T/N biomarker framework. One-way ANOVA was used to assess whether cerebrospinal fluid (CSF) PGRN and sTREM2 differed across biomarker profiles and clinical stages. Multiple linear regression models and linear mixed-effects models were used to test the relationships among PGRN, sTREM2, and CSF Aβ<sub>1–42</sub> levels. Mediation analysis was used to explore the reciprocal relationships between sTREM2 and PGRN in influencing amyloid pathology. CSF proteomic and bioinformatic analyses were finally used to investigate the underlying biological mechanisms. In both cohorts, PGRN and sTREM2 were higher in individuals within the TN+ profile irrespective of the A status, and followed similar trajectory across different clinical and biomarker stage. CSF PGRN was associated with higher sTREM2 across AD continuum and non-AD pathophysiology. Bidirectional mediation was observed between PGRN (14.6% in CABLE, 15.6% in ADNI) and sTREM2 (29.7% in CABLE, 33.5% in ADNI) in modulating Aβ pathology (<i>p</i> &lt; 0.0001). Proteomic analysis identified 1539 CSF proteins (Bonferroni-corrected <i>p</i> &lt; 7.13 × 10<sup>−6</sup>) simultaneously associated with PGRN, sTREM2, and Aβ<sub>1–42</sub>. These proteins are mainly enriched in immune processes and neural plasticity. These findings suggest that the interplay between lysosome function and microglia-related neuroinflammation plays key roles in amyloid metabolism.</p>

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Relationships of PGRN with sTREM2 in AD continuum and non-AD pathophysiology and their reciprocal roles in modulating amyloid pathology: two population-based study

  • Liang-Yu Huang,
  • Chen-Chen Tan,
  • Wei Xu,
  • Lan Tan,
  • Michael W. Weiner,
  • Paul Aisen,
  • Ronald Petersen,
  • Clifford R. Jack Jr,
  • William Jagust,
  • John Q. Trojanowki,
  • Arthur W. Toga,
  • Laurel Beckett,
  • Robert C. Green,
  • Andrew J. Saykin,
  • John C. Morris,
  • Richard J. Perrin,
  • Leslie M. Shaw,
  • Maria Carrillo,
  • William Potter,
  • Lisa Barnes,
  • Marie Bernard,
  • Hector González,
  • Carole Ho,
  • John K. Hsiao,
  • Jonathan Jackson,
  • Eliezer Masliah,
  • Donna Masterman,
  • Ozioma Okonkwo,
  • Richard Perrin,
  • Laurie Ryan,
  • Nina Silverberg,
  • Adam Fleisher,
  • Juliet Fockler,
  • Cat Conti,
  • Dallas Veitch,
  • John Neuhaus,
  • Chengshi Jin,
  • Rachel Nosheny,
  • Miriam Ashford,
  • Derek Flenniken,
  • Adrienne Kormos,
  • Gustavo Jimenez,
  • Michael Donohue,
  • Devon Gessert,
  • Jennifer Salazar,
  • Caileigh Zimmerman,
  • Yuliana Cabrera,
  • Sarah Walter,
  • Garrett Miller,
  • Godfrey Coker,
  • Taylor Clanton,
  • Lindsey Hergesheimer,
  • Stephanie Smith,
  • Olusegun Adegoke,
  • Payam Mahboubi,
  • Shelley Moore,
  • Jeremy Pizzola,
  • Elizabeth Shaffer,
  • Brittany Sloan,
  • Danielle Harvey,
  • Bret Borowski,
  • Chad Ward,
  • Christopher Schwarz,
  • David Jones,
  • Jeff Gunter,
  • Kejal Kantarci,
  • Matthew Senjem,
  • Prashanthi Vemuri,
  • Robert Reid,
  • Nick C. Fox,
  • Ian Malone,
  • Paul Thompson,
  • Sophia I. Thomopoulos,
  • Talia M. Nir,
  • Neda Jahanshad,
  • Charles DeCarli,
  • Alexander Knaack,
  • Evan Fletcher,
  • Duygu Tosun-Turgut,
  • Stephanie Rossi Chen,
  • Mark Choe,
  • Karen Crawford,
  • Paul A. Yushkevich,
  • Sandhitsu Das,
  • Robert A. Koeppe,
  • Eric M. Reiman,
  • Kewei Chen,
  • Chet Mathis,
  • Susan Landau,
  • Richard Perrin,
  • Nigel J. Cairns,
  • Erin Householder,
  • Erin Franklin,
  • Haley Bernhardt,
  • Lisa Taylor-Reinwald,
  • Leslie M. Shaw,
  • John Q. Trojanowki,
  • Magdalena Korecka,
  • Michal Figurski,
  • Karen Crawford,
  • Scott Neu,
  • Andrew J. Saykin,
  • Kwangsik Nho,
  • Shannon L. Risacher,
  • Liana G. Apostolova,
  • Li Shen,
  • Tatiana M. Foroud,
  • Kelly Nudelman,
  • Kelley Faber,
  • Kristi Wilmes,
  • Leon Thal,
  • Zaven Khachaturian,
  • John K. Hsiao,
  • Lisa C. Silbert,
  • Betty Lind,
  • Rachel Crissey,
  • Jeffrey A. Kaye,
  • Raina Carter,
  • Sara Dolen,
  • Joseph Quinn,
  • Lon S. Schneider,
  • Sonia Pawluczyk,
  • Mauricio Becerra,
  • Liberty Teodoro,
  • Karen Dagerman,
  • Bryan M. Spann,
  • James Brewer,
  • Helen Vanderswag,
  • Adam Fleisher,
  • Jaimie Ziolkowski,
  • Judith L. Heidebrink,
  • Lisa Zbizek-Nulph,
  • Joanne L. Lord,
  • Colleen S. Albers,
  • David Knopman,
  • Kris Johnson,
  • Javier Villanueva-Meyer,
  • Valory Pavlik,
  • Nathaniel Pacini,
  • Ashley Lamb,
  • Joseph S. Kass,
  • Rachelle S. Doody,
  • Victoria Shibley,
  • Munir Chowdhury,
  • Susan Rountree,
  • Mimi Dang,
  • Yaakov Stern,
  • Lawrence S. Honig,
  • Akiva Mintz,
  • Beau Ances,
  • David Winkfield,
  • Maria Carroll,
  • Georgia Stobbs-Cucchi,
  • Angela Oliver,
  • Mary L. Creech,
  • Mark A. Mintun,
  • Stacy Schneider,
  • David Geldmacher,
  • Marissa Natelson Love,
  • Randall Griffith,
  • David Clark,
  • John Brockington,
  • Daniel Marson,
  • Hillel Grossman,
  • Martin A. Goldstein,
  • Jonathan Greenberg,
  • Effie Mitsis,
  • Raj C. Shah,
  • Melissa Lamar,
  • Patricia Samuels,
  • Ranjan Duara,
  • Maria T. Greig-Custo,
  • Rosemarie Rodriguez,
  • Marilyn Albert,
  • Chiadi Onyike,
  • Leonie Farrington,
  • Scott Rudow,
  • Rottislav Brichko,
  • Stephanie Kielb,
  • Amanda Smith,
  • Balebail Ashok Raj,
  • Kristin Fargher,
  • Martin Sadowski,
  • Thomas Wisniewski,
  • Melanie Shulman,
  • Arline Faustin,
  • Julia Rao,
  • Karen M. Castro,
  • Anaztasia Ulysse,
  • Shannon Chen,
  • Mohammed O. Sheikh,
  • Jamika Singleton-Garvin,
  • P. Murali Doraiswamy,
  • Jeffrey R. Petrella,
  • Olga James,
  • Terence Z. Wong,
  • Salvador Borges-Neto,
  • Jason H. Karlawish,
  • David A. Wolk,
  • Sanjeev Vaishnavi,
  • Christopher M. Clark,
  • Steven E. Arnold,
  • Charles D. Smith,
  • Gregory A. Jicha,
  • Riham El Khouli,
  • Flavius D. Raslau,
  • Oscar L. Lopez,
  • MaryAnn Oakley,
  • Donna M. Simpson,
  • Anton P. Porsteinsson,
  • Kim Martin,
  • Nancy Kowalski,
  • Melanie Keltz,
  • Bonnie S. Goldstein,
  • Kelly M. Makino,
  • M. Saleem Ismail,
  • Connie Brand,
  • Gaby Thai,
  • Aimee Pierce,
  • Beatriz Yanez,
  • Elizabeth Sosa,
  • Megan Witbracht,
  • Brendan Kelley,
  • Trung Nguyen,
  • Kyle Womack,
  • Dana Mathews,
  • Mary Quiceno,
  • Allan I. Levey,
  • James J. Lah,
  • Ihab Hajjar,
  • Janet S. Cellar,
  • Jeffrey M. Burns,
  • Russell H. Swerdlow,
  • William M. Brooks,
  • Daniel H. S. Silverman,
  • Sarah Kremen,
  • Liana Apostolova,
  • Kathleen Tingus,
  • Po H. Lu,
  • George Bartzokis,
  • Ellen Woo,
  • Edmond Teng,
  • Neill R. Graff-Radford,
  • Francine Parfitt,
  • Kim Poki-Walker,
  • Martin R. Farlow,
  • Ann Marie Hake,
  • Brandy R. Matthews,
  • Jared R. Brosch,
  • Scott Herring,
  • Christopher H. van Dyck,
  • Adam P. Mecca,
  • Susan P. Good,
  • Martha G. MacAvoy,
  • Richard E. Carson,
  • Pradeep Varma,
  • Howard Chertkow,
  • Susan Vaitekunis,
  • Chris Hosein,
  • Sandra Black,
  • Bojana Stefanovic,
  • Chris Chinthaka Heyn,
  • Ging-Yuek Robin Hsiung,
  • Ellen Kim,
  • Benita Mudge,
  • Vesna Sossi,
  • Howard Feldman,
  • Michele Assaly,
  • Elizabeth Finger,
  • Stephen Pasternak,
  • Irina Rachinsky,
  • Andrew Kertesz,
  • Dick Drost,
  • John Rogers,
  • Ian Grant,
  • Brittanie Muse,
  • Emily Rogalski,
  • Jordan Robson,
  • M.-Marsel Mesulam,
  • Diana Kerwin,
  • Chuang-Kuo Wu,
  • Nancy Johnson,
  • Kristine Lipowski,
  • Sandra Weintraub,
  • Borna Bonakdarpour,
  • Nunzio Pomara,
  • Raymundo Hernando,
  • Antero Sarrael,
  • Howard J. Rosen,
  • Bruce L. Miller,
  • David Perry,
  • Raymond Scott Turner,
  • Kathleen Johnson,
  • Brigid Reynolds,
  • Kelly MCCann,
  • Jessica Poe,
  • Reisa A. Sperling,
  • Keith A. Johnson,
  • Gad A. Marshall,
  • Christine M. Belden,
  • Alireza Atri,
  • Bryan M. Spann,
  • Kelly A. Clark,
  • Edward Zamrini,
  • Marwan Sabbagh,
  • Ronald Killiany,
  • Robert Stern,
  • Jesse Mez,
  • Neil Kowall,
  • Andrew E. Budson,
  • Thomas O. Obisesan,
  • Oyonumo E. Ntekim,
  • Saba Wolday,
  • Javed I. Khan,
  • Evaristus Nwulia,
  • Sheeba Nadarajah,
  • Alan Lerner,
  • Paula Ogrocki,
  • Curtis Tatsuoka,
  • Parianne Fatica,
  • Evan Fletcher,
  • Pauline Maillard,
  • John Olichney,
  • Charles DeCarli,
  • Owen Carmichael,
  • Vernice Bates,
  • Horacio Capote,
  • Michelle Rainka,
  • Michael Borrie,
  • T-Y Lee,
  • Rob Bartha,
  • Sterling Johnson,
  • Sanjay Asthana,
  • Cynthia M. Carlsson,
  • Allison Perrin,
  • Anna Burke,
  • Douglas W. Scharre,
  • Maria Kataki,
  • Rawan Tarawneh,
  • Brendan Kelley,
  • David Hart,
  • Earl A. Zimmerman,
  • Dzintra Celmins,
  • Delwyn D. Miller,
  • Laura L. Boles Ponto,
  • Karen Ekstam Smith,
  • Hristina Koleva,
  • Hyungsub Shim,
  • Ki Won Nam,
  • Susan K. Schultz,
  • Jeff D. Williamson,
  • Suzanne Craft,
  • Jo Cleveland,
  • Mia Yang,
  • Kaycee M. Sink,
  • Brian R. Ott,
  • Jonathan Drake,
  • Geoffrey Tremont,
  • Lori A. Daiello,
  • Jonathan D. Drake,
  • Marwan Sabbagh,
  • Aaron Ritter,
  • Charles Bernick,
  • Donna Munic,
  • Akiva Mintz,
  • Abigail O’Connelll,
  • Jacobo Mintzer,
  • Arthur Wiliams,
  • Joseph Masdeu,
  • Jiong Shi,
  • Angelica Garcia,
  • Marwan Sabbagh,
  • Paul Newhouse,
  • Steven Potkin,
  • Stephen Salloway,
  • Paul Malloy,
  • Stephen Correia,
  • Smita Kittur,
  • Godfrey D. Pearlson,
  • Karen Blank,
  • Karen Anderson,
  • Laura A. Flashman,
  • Marc Seltzer,
  • Mary L. Hynes,
  • Robert B. Santulli,
  • Norman Relkin,
  • Gloria Chiang,
  • Michael Lin,
  • Lisa Ravdin,
  • Athena Lee,
  • Ron Petersen,
  • Thomas Neylan,
  • Jordan Grafman,
  • Tom Montine,
  • Sarah Danowski,
  • Catherine Nguyen-Barrera,
  • Shannon Finley,
  • Danielle Harvey,
  • Michael Donohue,
  • Matthew Bernstein,
  • Norm Foster,
  • Tatiana M. Foroud,
  • Steven Potkin,
  • Li Shen,
  • Kelley Faber,
  • Sungeun Kim,
  • Kwangsik Nho,
  • Kristi Wilmes,
  • Helen Vanderswag,
  • Adam Fleisher,
  • Ajay Sood,
  • Kimberly S. Blanchard,
  • Debra Fleischman,
  • Maria T. Greig,
  • Bonnie Goldstein,
  • Kimberly S. Martin,
  • Gaby Thai,
  • Aimee Pierce,
  • Christopher Reist,
  • Beatriz Yanez,
  • Elizabeth Sosa,
  • Megan Witbracht,
  • Carl Sadowsky,
  • Walter Martinez,
  • Teresa Villena,
  • Howard Rosen,
  • Elaine R. Peskind,
  • Eric C. Petrie,
  • Gail Li,
  • Jerome Yesavage,
  • Joy L. Taylor,
  • Steven Chao,
  • Jaila Coleman,
  • Jessica D. White,
  • Barton Lane,
  • Allyson Rosen,
  • Jared Tinklenberg,
  • Gustavo Jimenez-Maggiora,
  • Erin Drake,
  • Mike Donohue,
  • Craig Nelson,
  • David Bickford,
  • Meryl Butters,
  • Michelle Zmuda,
  • Bret Borowski,
  • Jeff Gunter,
  • Matt Senjem,
  • Kejal Kantarci,
  • Chad Ward,
  • Denise Reyes,
  • Kelley M. Faber,
  • Kelly N. Nudelman,
  • Yiu Ho Au,
  • Kelly Scherer,
  • Daniel Catalinotto,
  • Samuel Stark,
  • Elise Ong,
  • Dariella Fernandez

摘要

Progranulin (PGRN) and soluble triggering receptor expressed on myeloid cells-2 (sTREM2) are emerging biomarkers of Alzheimer’s disease (AD). This study explores the roles of their interplay in modulating amyloid pathology. We analyzed data from 905 participants (mean age = 62.0) in the CABLE cohort and 973 participants (mean age = 73.1) in the ADNI, classified using the A/T/N biomarker framework. One-way ANOVA was used to assess whether cerebrospinal fluid (CSF) PGRN and sTREM2 differed across biomarker profiles and clinical stages. Multiple linear regression models and linear mixed-effects models were used to test the relationships among PGRN, sTREM2, and CSF Aβ1–42 levels. Mediation analysis was used to explore the reciprocal relationships between sTREM2 and PGRN in influencing amyloid pathology. CSF proteomic and bioinformatic analyses were finally used to investigate the underlying biological mechanisms. In both cohorts, PGRN and sTREM2 were higher in individuals within the TN+ profile irrespective of the A status, and followed similar trajectory across different clinical and biomarker stage. CSF PGRN was associated with higher sTREM2 across AD continuum and non-AD pathophysiology. Bidirectional mediation was observed between PGRN (14.6% in CABLE, 15.6% in ADNI) and sTREM2 (29.7% in CABLE, 33.5% in ADNI) in modulating Aβ pathology (p < 0.0001). Proteomic analysis identified 1539 CSF proteins (Bonferroni-corrected p < 7.13 × 10−6) simultaneously associated with PGRN, sTREM2, and Aβ1–42. These proteins are mainly enriched in immune processes and neural plasticity. These findings suggest that the interplay between lysosome function and microglia-related neuroinflammation plays key roles in amyloid metabolism.