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Marquié, Marta

https://orcid.org/0000-0002-0660-0950

Mayo Clinic

Fundació ACE

Citations 6

External Validation of Joint Propagation Model‐Based Tau PET CenTauR units
Leuzy, Antoine , Raket, Lars Lau, Villemagne, Victor L., Klein, Gregory , Tonietto, Matteo, Olafson, Emily, Baker, Suzanne L. , Saad, Ziad S., Bullich, Santiago , Lopresti, Brian J. , Sanabria, Sandra , Boada, Mercè, Charil, A., Collins, Emily C., Collins, Jessica, Higuchi, Makoto, Hostetler, Eric D., Hutchison, R. Matthew, Iaccarino, Leonardo, Insel, Philip S., Irizarry, Michael C., Jack, Clifford R., Jagust, William J., Johnson, Keith A., Johnson, Sterling C., Karten, Yashmin, Marquié, Marta, Mathotaarachchi, Sulantha , Mintun, Mark A., Huang, Qi, Mao, Xiaxie, Gnörich, Johannes , Pappas, Ioannis, Petersen, Ronald, Chiotis, Konstantinos, Rabinovici, Gil D., Rosa‐Neto, Pedro, Schwarz, Christopher G, Smith, Ruben, Stephens, Andrew W., Whittington, Alex , Carrillo, M., Pontecorvo, Michael J. , Haeberlein, Samantha Budd , Dunn, Billy , Stephenson, Diane , Tatton, Nadine , Brendel, Matthias, Xie, Fang, Hansson, Oskar H., Rial, Alexis Moscoso , Rakêt, Lars Lau , Villemagne, Victor L. , Tonietto, Mattéo , Olafson, Emily, Lutz, Olivia , Boada, Merce , Betthauser, Tobey J. , Collins, Emily C. , Collins, Jessica, Gunn, Roger N. , Higuchi, Makoto, Hutchison, R. Matthew , Iaccarino, Leonardo , Insel, Philip S. , Irizarry, Michael C. , Jack, Clifford R. , Jagust, William J. , Johnson, Keith A. , Johnson, Sterling C. , Marquié, Marta , Ossenkoppele, Rik , Pappas, Ioannis , Petersen, Ronald C. , Chiotis, Konstantinos , Rabinovici, Gil D. , Rosa-Neto, Pedro , Schwarz, Christopher G. , Smith, Ruben, Stephens, Andrew W., Carrillo, María C. , Kolb, Hartmuth C. , Brendel, Matthias , Xie, Fang , Rowe, Christopher Cleon , Hansson, Oskar , Doré, Vincent

Alzheimer's & Dementia | January 8, 2026 | Volume: 21 | Issue: S2 | Pages: No page available

10.1002/alz70856_106362 Get It

Abstract Background The Joint Propagation Model (JPM)‐based CenTauR scale was recently introduced to harmonize tau‐PET quantification across different radiotracers. This study examined how CenTauR harmonization enhances the comparability of tau‐PET quantification across matched cohorts using different tracers. The evaluation focused on three key aspects: (1) comparing tau‐PET positivity rates as defined by CenTauR, (2) evaluating its diagnostic accuracy for symptomatic AD, and (3) analyzing longitudinal changes in tau‐PET rates over time. Method The JPM, developed by the CPAD‐led Tau PET Harmonization Working Group (Leuzy et al., Alzheimers Dement. 2024; Figure 1A), models relationships between anchor point subjects and head‐to‐head tau‐PET SUVR data onto the CenTauR scale, providing conversion equations for multiple tracers. JPM equations were applied to [ 18 F]flortaucipir SUVR (Meta‐temporal ROI) data from 561 cognitively impaired participants in the ADNI and OASIS‐3 studies. Using ROC analysis, we determined the CenTauR cut‐off for positivity (T+) that maximized the Youden index for discriminating between FDA‐approved positive/negative visual reads. Three separate cohorts, scanned using [ 18 F]flortaucipir (ADNI), [ 18 F]MK‐6240 (CPAS), and [ 18 F]RO‐948 (BioFINDER‐2), were matched 1:1 by age, MMSE, amyloid‐β, and clinical diagnosis. CenTauR‐based metrics were compared across these cohorts. Result A cut‐off of 18 CenTauRs was found to optimally classify [ 18 F]flortaucipir PET visual reads (Figure 1B). The matching procedure identified 1089 participants (363 per cohort). The frequency of T+ using the 18 CenTauRs cut‐off for the Meta‐Temporal ROI was highly comparable across tracers across groups, except for the Aβ‐positive cognitively unimpaired group, where variability was more pronounced due to a smaller sample size (Figure 2A). Similarly, tau‐PET discriminative accuracy for symptomatic AD vs controls remained similar across [ 18 F]flortaucipir and [ 18 F]MK‐6240 (Figure 2B). In a separate sample of 212 matched participants from ADNI ([ 18 F]flortaucipir) and AIBL ([ 18 F]MK‐6240) with baseline and 1‐year follow‐up tau‐PET scans, 1‐year change in CenTauRs was comparable (Figure 2C). An exploratory voxelwise transformation, utilizing the Meta‐Temporal conversion equation in a representative case scanned with both [ 18 F]flortaucipir and [ 18 F]MK‐6240, demonstrates the potential for voxelwise CenTauR harmonization (Figure 3). Conclusion These analyses suggest that CenTauR harmonization increases the comparability of tau‐PET data acquired with different tracers. Additional validation analyses with larger cohorts including other radiotracers ([ 18 F]PI‐2620) are underway.
External Validation of Joint Propagation Model‐Based Tau PET CenTauR units
Leuzy, Antoine , Raket, Lars Lau, Villemagne, Victor L., Klein, Gregory , Tonietto, Matteo, Olafson, Emily, Baker, Suzanne L. , Saad, Ziad S., Bullich, Santiago , Lopresti, Brian J. , Sanabria, Sandra , Boada, Mercè, Charil, A., Collins, Emily C., Collins, Jessica, Gunn, Roger N. , Higuchi, Makoto, Hostetler, Eric D., Hutchison, R. Matthew, Iaccarino, Leonardo, Insel, Philip S., Irizarry, Michael C., Jack, C. R., Jagust, William J., Johnson, Keith A., Johnson, Sterling C., Karten, Yashmin, Marquié, Marta, Mathotaarachchi, Sulantha , Mintun, Mark A., Huang, Q., Mao, Xiaxie, Gnörich, Johannes , Pappas, Ioannis, Petersen, Ronald, Schwarz, Christopher G, Smith, Ruben, Stephens, Andrew , Whittington, Alex , Carrillo, Maria, Pontecorvo, Michael J. , Haeberlein, Samantha Budd , Dunn, Billy , Kolb, H., Stephenson, Diane , Tatton, Nadine , Brendel, M., Xie, Fang, Hansson, Oskar H., Rial, Alexis Moscoso , Rakêt, Lars Lau , Villemagne, Victor L. , Tonietto, Mattéo , Olafson, Emily, Lutz, Olivia , Boada, Merce , Betthauser, Tobey J. , Collins, Emily C. , Higuchi, Makoto, Hutchison, R. Matthew , Iaccarino, Leonardo , Insel, Philip S. , Irizarry, Michael C. , Jack, Clifford R. , Jagust, William J. , Johnson, Keith A. , Johnson, Sterling C. , Marquié, Marta , Ossenkoppele, Rik , Pappas, Ioannis , Petersen, Ronald, Chiotis, Konstantinos , Rabinovici, Gil D. , Rosa-Neto, Pedro , Schwarz, Christopher G. , Kolb, Hartmuth C. , Brendel, Matthias , Rowe, Christopher Cleon , Hansson, Oskar , Doré, Vincent

Alzheimer's & Dementia | December 23, 2025 | Volume: 21 | Issue: S8 | Pages: No page available

10.1002/alz70862_109722 Get It

Abstract Background The Joint Propagation Model (JPM)‐based CenTauR scale was recently introduced to harmonize tau‐PET quantification across different radiotracers. This study examined how CenTauR harmonization enhances the comparability of tau‐PET quantification across matched cohorts using different tracers. The evaluation focused on three key aspects: (1) comparing tau‐PET positivity rates as defined by CenTauR, (2) evaluating its diagnostic accuracy for symptomatic AD, and (3) analyzing longitudinal changes in tau‐PET rates over time. Method The JPM, developed by the CPAD‐led Tau PET Harmonization Working Group (Leuzy et al., Alzheimers Dement. 2024; Figure 1A), models relationships between anchor point subjects and head‐to‐head tau‐PET SUVR data onto the CenTauR scale, providing conversion equations for multiple tracers. JPM equations were applied to [¹⁸F]flortaucipir SUVR (Meta‐temporal ROI) data from 561 cognitively impaired participants in the ADNI and OASIS‐3 studies. Using ROC analysis, we determined the CenTauR cut‐off for positivity (T+) that maximized the Youden index for discriminating between FDA‐approved positive/negative visual reads. Three separate cohorts, scanned using [¹⁸F]flortaucipir (ADNI), [¹⁸F]MK‐6240 (CPAS), and [¹⁸F]RO‐948 (BioFINDER‐2), were matched 1:1 by age, MMSE, amyloid‐β, and clinical diagnosis. CenTauR‐based metrics were compared across these cohorts. Result A cut‐off of 18 CenTauRs was found to optimally classify [ 18 F]flortaucipir PET visual reads (Figure 1B). The matching procedure identified 1089 participants (363 per cohort). The frequency of T+ using the 18 CenTauRs cut‐off for the Meta‐Temporal ROI was highly comparable across tracers across groups, except for the Aβ‐positive cognitively unimpaired group, where variability was more pronounced due to a smaller sample size (Figure 2A). Similarly, tau‐PET discriminative accuracy for symptomatic AD vs controls remained similar across [ 18 F]flortaucipir and [ 18 F]MK‐6240 (Figure 2B). In a separate sample of 212 matched participants from ADNI ([¹⁸F]flortaucipir) and AIBL ([¹⁸F]MK‐6240) with baseline and 1‐year follow‐up tau‐PET scans, 1‐year change in CenTauRs was comparable (Figure 2C). An exploratory voxelwise transformation, utilizing the Meta‐Temporal conversion equation in a representative case scanned with both [¹⁸F]flortaucipir and [¹⁸F]MK‐6240, demonstrates the potential for voxelwise CenTauR harmonization (Figure 3). Conclusion These analyses suggest that CenTauR harmonization increases the comparability of tau‐PET data acquired with different tracers. Additional validation analyses with larger cohorts including other radiotracers ([¹⁸F]PI‐2620) are underway.
Associations of lifestyle factors with amyloid pathology in persons without dementia
Oomens, Julie Elisabeth , Vos, Stephanie J. B. , Maserejian, Nancy N., Didic, Mira , Engelborghs, Sebastiaan , Fladby, Tormod, Fröhlich, Lutz, Gill, Kiran Dip, Grimmer, Timo, Itoh, Yoshiaki , Landau, Susan, Lleó, Alberto, Meyer, Philipp T. , Pardini, Matteo , Rami, Lorena , Reiman, Eric M. , Rinne, Juha O. , Sánchez‐Juan, Pascual, Scarmeas, Nikolaos , Villeneuve, Sylvia , Waldemar, Gunhild , Alcolea, Daniel, Altomare, Daniele , Baldeiras, Inês , Blennow, Kaj , Cerman, Jiří , Chipi, Elena , Day, Gregory S. , Förster, Stefan , Frings, Lars , Guedj, Éric , Habeck, Christian , Hausner, Lucrezia , Jiménez‐Bonilla, J., Juaristi, Arantxa, Kern, Silke , Kirsebom, Bjørn‐Eivind , Legdeur, Nienke , Xiong, Chengjie , Maier, W., Marquié, Marta, Minatani, Shinobu, Prabhakar, Sudesh, Ramakers, Inez H.G.B. , Rodríguez‐Rodríguez, Eloy , Ruiz, Agustín, Rüther, E., Sakhardande, Jayant, Selnes, Per, Spiru, Luiza , Vermunt, Lisa , Wallin, Åsa K., Zettergren, Anna , (ADNI), for the Alzheimer's Disease Neuroimaging Initiative, group, A4 Study, (DIAN), Dominantly Inherited Alzheimer Network, (KBASE), Japan Alzheimer's Disease Neuroimaging Initiative (J-ADNI), Korean Brain Aging Study for the Early Diagnosis and Prediction of Alzheimer's Disease, Ossenkoppele, Rik, Verhey, Frans RJ, Visser, Pieter Jelle, Jansen, Willemijn J, Marquié, Marta , Selnes, Per , Day, Gregory S , Xiong, Chengjie , Oomens, Julie E , Boada, Merçé , Fladby, Tormod , Flier, Wiesje M. van der , Frisoni, Giovanni B. , Fröhlich, Lutz, Grimmer, Timo , Hort, Jakub , Iwatsubo, Takeshi , Klimkowicz‐Mrowiec, Aleksandra , Lee, Dong Young , Lleó, Alberto , Martínez‐Lage, Pablo , Mendonça, Alexandre de , Parchi, Piero , Parnetti, Lucilla , Popp, Julius , Rodrigue, Karen M. , Santana, Isabel , Scheltens, Philip , Skoog, Ingmar , Sperling, Reisa Anne , Stern, Yaakov , Wiltfang, Jens , Zetterberg, Henrik , Alcolea, Daniel , Allegri, Ricardo , Bateman, Randall J. , Baiardi, Simone , Braber, Anouk den , Buchem, Mark A. van , Byun, Min Soo , Chen, Kewei , Drzezga, Alexander E. , Ekblad, Laura L. , Fortea, Juan , Freund‐Levi, Yvonne , Handels, Ron , Hellwig, Sabine , Kandimalla, Ramesh , Kornhuber, Johannes , Morbelli, Silvia , Mroczko, Barbara , Ntanasi, Eva , Oliveira, Catarina Resende , Orellana, Adelina , Peters, Oliver , Ruiz, Agustı́n , Silva, Dina , Soininen, Hilkka S. , Takeda, Akitoshi , Teunissen, Charlotte E. , Tijms, Betty M. , Wiels, Wietse A. , Yannakoulia, Mary , Yi, Dahyun , (ADNI), for the Alzheimer's Disease Neuroimaging Initiative, group, A4 Study, (DIAN), Dominantly Inherited Alzheimer Network, (KBASE), Japan Alzheimer's Disease Neuroimaging Initiative (J-ADNI), Korean Brain Aging Study for the Early Diagnosis and Prediction of Alzheimer's Disease, Ossenkoppele, Rik, Verhey, Frans R.J. , Visser, Pieter Jelle , Jansen, Willemijn J.

Journal of Alzheimer’s Disease | November 14, 2025 | Volume: 108 | Issue: 3 | Pages: 1043-1059

10.1177/13872877251379083 Get It

Background The association between lifestyle factors and Alzheimer's disease (AD) pathophysiology remains incompletely understood. Objective The aim of this study was to assess the association of alcohol consumption, smoking behavior, sleep quality and physical, cognitive, and social activity with cerebral amyloid pathology. Methods For this cross-sectional study, we selected participants from the Amyloid Biomarker Study data pooling initiative. We used generalized estimating equations to assess associations of dichotomized lifestyle measures with amyloid pathology. Results We included 9171 participants with normal cognition (NC) and 2555 participants with mild cognitive impairment (MCI) from the Amyloid Biomarker Study. Of participants with NC, 58% were women, 34% were APOE ε4 carrier, and 27% had amyloid pathology. Of participants with MCI, 48% were women, 47% were APOE ε4 carrier, and 57% had amyloid pathology. In NC, cognitively active participants were less likely to have amyloid pathology (OR = 0.77, 95%CI 0.66–0.89, p < 0.001). In MCI, participants who had ever smoked or had sleep problems were less likely to have amyloid pathology (OR = 0.85, 95%CI 0.73–0.99, p = 0.029; OR = 0.62, 95%CI 0.45–0.86, p = 0.004). Conclusions In NC, cognitive activity was associated with a lower frequency of amyloid pathology. In MCI, favorable lifestyle behaviors were not associated with a lower frequency of amyloid pathology. The results of the current study contribute to the broader evidence base on lifestyle and AD by further characterizing the role of lifestyle behaviors in AD pathology across different clinical stages.
Depressive Symptoms and Amyloid Pathology
Oomens, Julie Elisabeth , Engelborghs, Sebastiaan , Arnim, Christine A. F. Von , Boada, Merçé , Didic, Mira , Dubois, Bruno, Fröhlich, Lutz, Gill, Kiran Dip, Grimmer, Timo, Hildebrandt, Helmut , Itoh, Yoshiaki , Lee, Dong Young , Lleó, Alberto, Meyer, Philipp T. , Kapaki, Elisabeth, Pardini, Matteo , Popp, Julius , Rami, Lorena , Reiman, Eric M. , Rinne, Juha O. , Sánchez‐Juan, Pascual, Sarazin, Marie , Scarmeas, Nikolaos , Villeneuve, Sylvia , Wallin, Anders, Vos, Stephanie J. B. , Jansen, Willemijn J. , group, Amyloid Biomarker Study, Altomare, Daniele , Baldeiras, Inês , Blennow, Kaj, Braber, Anouk den , Cerman, Jiří , Chipi, Elena , Eckerström, Marie , Ekblad, Laura L. , Förster, Stefan , Guedj, Éric , Hausner, Lucrezia , Huey, Edward D. , Jiménez‐Bonilla, J., Johnson, Keith A. , Juaristi, Arantxa, Kern, Silke , Kirsebom, Bjørn‐Eivind , Landau, Susan , Legdeur, Nienke , Guerra, Jorge J. Llibre, Maserejian, Nancy N., Marquié, Marta , Minatani, Shinobu, Olivieri, Pauline , Perrin, Richard J., Peters, Oliver , Prabhakar, Sudesh, Ramakers, Inez H., Rodríguez‐Rodríguez, Eloy , Ruiz, Agustín, Rüther, E., Selnes, Per , Spiru, Luiza , Takeda, Akitoshi , Teichmann, Marc , Thompson, Loisa I., Vogelgsangs, Jonathan, Wallin, Åsa K., Zettergren, Anna , Frisoni, Giovanni B. , Boada, Merce , Oomens, Julie E , Bottlaender, Michel , Wiels, Wietse A. , Baeken, Chris , Dubois, Bruno , Fladby, Tormod , Flier, Wiesje M. van der , Frisoni, Giovanni B. , Fröhlich, Lutz, Grimmer, Timo , Hort, Jakub , Iwatsubo, Takeshi , Klimkowicz‐Mrowiec, Aleksandra , Lleó, Alberto , Martínez‐Lage, Pablo , Mendonça, Alexandre de , Parchi, Piero , Parnetti, Lucilla , Rodrigue, Karen M. , Santana, Isabel , Skoog, Ingmar , Snyder, Peter J. , Sperling, Reisa Anne , Wiltfang, Jens , Zetterberg, Henrik , Ossenkoppele, Rik , Verhey, Frans R.J. , Visser, Pieter Jelle , Alcolea, Daniel , Baiardi, Simone , Bateman, Randall J. , Blennow, Kaj , Buchem, Mark A. van , Byun, Min Soo , Chen, Kewei , Day, Gregory S. , Drzezga, Alexander E. , Epelbaum, Stéphane , Fortea, Juan , Freund‐Levi, Yvonne , Frings, Lars , Hellwig, Sabine , Kandimalla, Ramesh , Paraskevas, George P. , Kornhuber, Johannes , Lagarde, Julien , Morbelli, Silvia , Mroczko, Barbara , Ntanasi, Eva , Oliveira, Catarina Resende , Olivieri, Pauline , Orellana, Adelina , Ruiz, Agustı́n , Silva, Dina , Soininen, Hilkka S. , Tijms, Betty M. , Teunissen, Charlotte E. , Vöglein, Jonathan , Waldemar, Gunhild , Yannakoulia, Mary , Yi, Dahyun

JAMA Psychiatry | January 22, 2025 | Volume: 82 | Issue: 3 | Pages: 296

10.1001/jamapsychiatry.2024.4305 Get It

Importance Depressive symptoms are associated with cognitive decline in older individuals. Uncertainty about underlying mechanisms hampers diagnostic and therapeutic efforts. This large-scale study aimed to elucidate the association between depressive symptoms and amyloid pathology. Objective To examine the association between depressive symptoms and amyloid pathology and its dependency on age, sex, education, and APOE genotype in older individuals without dementia. Design, Setting, and Participants Cross-sectional analyses were performed using data from the Amyloid Biomarker Study data pooling initiative. Data from 49 research, population-based, and memory clinic studies were pooled and harmonized. The Amyloid Biomarker Study has been collecting data since 2012 and data collection is ongoing. At the time of analysis, 95 centers were included in the Amyloid Biomarker Study. The study included 9746 individuals with normal cognition (NC) and 3023 participants with mild cognitive impairment (MCI) aged between 34 and 100 years for whom data on amyloid biomarkers, presence of depressive symptoms, and age were available. Data were analyzed from December 2022 to February 2024. Main Outcomes and Measures Amyloid-β1-42 levels in cerebrospinal fluid or amyloid positron emission tomography scans were used to determine presence or absence of amyloid pathology. Presence of depressive symptoms was determined on the basis of validated depression rating scale scores, evidence of a current clinical diagnosis of depression, or self-reported depressive symptoms. Results In individuals with NC (mean [SD] age, 68.6 [8.9] years; 5664 [58.2%] female; 3002 [34.0%] APOE ε4 carriers; 937 [9.6%] had depressive symptoms; 2648 [27.2%] had amyloid pathology), the presence of depressive symptoms was not associated with amyloid pathology (odds ratio [OR], 1.13; 95% CI, 0.90-1.40; P = .29). In individuals with MCI (mean [SD] age, 70.2 [8.7] years; 1481 [49.0%] female; 1046 [44.8%] APOE ε4 carriers; 824 [27.3%] had depressive symptoms; 1668 [55.8%] had amyloid pathology), the presence of depressive symptoms was associated with a lower likelihood of amyloid pathology (OR, 0.73; 95% CI 0.61-0.89; P = .001). When considering subgroup effects, in individuals with NC, the presence of depressive symptoms was associated with a higher frequency of amyloid pathology in APOE ε4 noncarriers (mean difference, 5.0%; 95% CI 1.0-9.0; P = .02) but not in APOE ε4 carriers. This was not the case in individuals with MCI. Conclusions and Relevance Depressive symptoms were not consistently associated with a higher frequency of amyloid pathology in participants with NC and were associated with a lower likelihood of amyloid pathology in participants with MCI. These findings were not influenced by age, sex, or education level. Mechanisms other than amyloid accumulation may commonly underlie depressive symptoms in late life.
Harmonizing tau positron emission tomography in Alzheimer's disease: The CenTauR scale and the joint propagation model
Leuzy, Antoine , Villemagne, Victor L. , Klein, Gregory , Tonietto, Matteo, Olafson, Emily, Baker, Suzanne L. , Saad, Ziad S., Bullich, Santiago , Lopresti, Brian J. , Boada, Merçé , Charil, Arnaud , Collins, Emily C. , Collins, Jessica , Cullen, Nicholas , Gunn, Roger N. , Higuchi, Makoto , Hostetler, Eric D., Hutchison, R. Matthew , Irizarry, Michael C. , Jack, Clifford R. , Jagust, William J. , Karten, Yashmin, Marquié, Marta , Mathotaarachchi, Sulantha , Mintun, Mark A., Pappas, Ioannis , Petersen, Ronald C. , Rabinovici, Gil D. , Stephens, Andrew , Whittington, Alex , Carrillo, Marı́a C., Pontecorvo, Michael J. , Haeberlein, Samantha Budd , Dunn, Billy , Kolb, Hartmuth C. , Doré, Vincent , Carrillo, María C. , Jack, Clifford R , Boada, Merce , Rabinovici, Gil D , Doré, Vincent , Rakêt, Lars Lau , Tonietto, Mattéo , Bohórquez, Sandra Sanabria , Betthauser, Tobey J. , Iaccarino, Leonardo , Insel, Philip S. , Johnson, Sterling C. , Ossenkoppele, Rik , Rosa-Neto, Pedro , Schwarz, Christopher G. , Smith, Ruben , Sivakumaran, Sudhir , Rowe, Christopher Cleon , Hansson, Oskar

Alzheimer's & Dementia | July 23, 2024 | Volume: 20 | Issue: 9 | Pages: 5833-5848

10.1002/alz.13908 Get It

Abstract INTRODUCTION Tau‐positron emission tomography (PET) outcome data of patients with Alzheimer's disease (AD) cannot currently be meaningfully compared or combined when different tracers are used due to differences in tracer properties, instrumentation, and methods of analysis. METHODS Using head‐to‐head data from five cohorts with tau PET radiotracers designed to target tau deposition in AD, we tested a joint propagation model (JPM) to harmonize quantification (units termed “CenTauR” [CTR]). JPM is a statistical model that simultaneously models the relationships between head‐to‐head and anchor point data. JPM was compared to a linear regression approach analogous to the one used in the amyloid PET Centiloid scale. RESULTS A strong linear relationship was observed between CTR values across brain regions. Using the JPM approach, CTR estimates were similar to, but more accurate than, those derived using the linear regression approach. DISCUSSION Preliminary findings using the JPM support the development and adoption of a universal scale for tau‐PET quantification. Highlights Tested a novel joint propagation model (JPM) to harmonize quantification of tau PET. Units of common scale are termed “CenTauRs”. Tested a Centiloid‐like linear regression approach. Using five cohorts with head‐to‐head tau PET, JPM outperformed linearregressionbased approach. Strong linear relationship was observed between CenTauRs values across brain regions.
Multiancestry analysis of the HLA locus in Alzheimer’s and Parkinson’s diseases uncovers a shared adaptive immune response mediated by HLA-DRB1*04 subtypes
Guen, Yann Le , Luo, Guo , Damotte, Vincent , Jansen, Iris E. , Nicolas, Aude , Rojas, Itziar de, Bellenguez, Céline , Lian, Michelle Mulan , Parveen, Kayenat, Morizono, Takashi, Park, Hyeonseul, Grenier‐Boley, Benjamin , Naito, Tatsuhiko , Talyansky, Seth D., Yogeshwar, Selina , Sempere, Vicente Peris, Satake, Wataru , Álvarez, Victoria , Arosio, Beatrice , Boland, Anne , Daniele, Antonio , Darling, D.H., Dichgans, Martin , Dufouil, Carole , Düzel, Emrah , García‐Ribas, Guillermo, García‐Alberca, José María , García-González, Pablo, Giedraitis, Vilmantas , Graff, Caroline , Grünblatt, Edna , Hausner, Lucrezia , Jung, Yoo Jin , Deckert, Jürgen, Kern, Silke , Kuulasmaa, Teemu , Lee, Kun Ho , Lin, Ling , Masullo, Carlo , Mehrabian, Shima , Mendonça, Alexandre de , Boada, Merçé , Mir, Pablo , Moreno, Fermín , Nicolas, Gaël , Niida, Shumpei , Nordestgaard, Børge G. , Papenberg, Goran, Papma, Janne M., Pástor, Pau , Peters, Oliver , Popp, Julius , Molina‐Porcel, Laura , Puerta, Raquel , Pérez‐Tur, Jordi , Ramakers, Inez H.G.B. , Real, Luís Miguel , Riedel‐Heller, Steffi G. , Rodríguez‐Rodríguez, Eloy , Ross, Owen A. , Scarmeas, Nikolaos , Schneider, Anja , Solfrizzi, Vincenzo , Spalletta, Gianfranco , Tan, Eng‐King , Tegos, Thomas, Thomassen, Jesper Qvist , Tremolizzo, Lucio , Verhey, Frans, EADB, group, GR@ACE study, DemGene, EADI, GERAD, Blennow, Kaj , He, Zihuai , Jessen, Frank , Kehoe, Patrick G. , Duin, Cornelia van, Sánchez‐Juan, Pascual , Zettergren, Anna , Okada, Yukinori , Rossi, Giacomina, Gim, Jungsoo , Sims, Rebecca, Ramı́rez, Alfredo , Lambert, Jean‐Charles , Greicius, Michael D. , Mignot, Emmanuel , Moreno–Grau, Sonia , Rojas, Itziar de, Prokic, Ivana, Aarsland, Dag, García‐González, Pablo , Abdelnour, Carla , Armstrong, Nicola J. , Anthoula, Tsolaki, Archetti, Silvana, Pastor, Alfonso Arias, Athanasiu, Lavinia, Bailly, Henri, Banaj, Nerisa , Baquero, Miquel , Pastor, Ana Belén , Besse, Céline , Bizarro, Alessandra, Blesa, Rafael , Bossù, Paola , Brusco, Luis Ignacio , Buiza‐Rueda, Dolores, Bürger, Katharina , Burholt, Vanessa, Cecchetti, Roberta, Chillotti, Caterina , Ciccone, Simona, Claassen, Jurgen A.H.R., Clark, Christopher , Costantini, Emanuele Maria , Daian, Delphine , Dartigues, Jean‐François, Escott-Price, Valentina, Ewers, Michael , Fernández‐Fuertes, Marta , Ferreira, Catarina B. , Fin, Bertrand, Fließbach, Klaus , Franco-Macías, Emlio, García-González, Pablo, García‐Madrona, Sebastián, Giegling, Ina, Giorgio, Giaccone, González-Pérez, Antonio, Grande, Giulia , Green, Emma , Grimmer, Timo, Hardy, John, Hartmann, Annette M. , Harwood, Janet , Helisalmi, Seppo , Hernández, Isabel, Hoffmann, Per, Vilas, Raquel Huerto, Hulsman, Marc , Johansson, Charlotte , Kilander, Lena, Ståhlbom, Anne Kinhult, Koivisto, Anne M. , Lage, Carmen , Lerch, Ondřej , Munain, Adolfo Lopez de, Löwemark, Malin, Luckcuck, Lauren, Maier, Wolfgang, Marco, Spallazzi, Montes, Ángel Martín, Rodríguez, Carmen Martínez, Meggy, Alun, Mendoza, Silvia, Moebus, Susanne, Morelli, Laura , Möthen, Markus M., Muchnik, Carolina , Orsini, Michela, Péricard, Pierre , Piñol-Ripoll, Gerard, Polak, Thomas, Quenez, Olivier , Rábano, Alberto , Ramakers, Inez, Riederer, Peter, Rongve, Arvid, Allende, Irene Rosas, Rujescu, Dan, Sakka, Paraskevi , Sánchez‐Arjona, María Bernal, Sando, Sigrid Botne , Scamosci, Michela, Scherbaum, Norbert, Scherer, Martin, Schott, Jonathan M., Shadrin, Alexey A, Skrobot, Olivia Anna, Solfrizzi, Vincenzo, Spottke, Annika , Stordal, Eystein , Tartan, Juan Pablo, Traykov, Latchezar , Tybjærg‐Hansen, Anne, Ullgren, Abbe, Ulstein, Ingun, Dongen, Jasper Van , Wallon, David, Windle, Gill, Woods, Bob , Zulaica, Miren , Laczó, Jan , Maťoška, Václav , Piras, Federica, Ciullo, Valentina , Shofany, Jacob, Andreoni, Simona, Zompo, Maria Del, Bastiani, Patrizia, Natunen, Teemu , Antikaínen, Riitta , Abraham, Richard, Al-Chalabi, Ammar, Brayne, Carol, Brown, Kristelle S., Collinge, John, Craig, David W. , Deloukas, Pangiotis, Gerrish, Amy, Gwilliam, Rhian, Hardy, John , Hollingworth, Paul, Johnston, Jarret A., Jones, Lesley , Lawlor, Brian, Lynch, Aoibhinn, McQuillin, Andrew, Owen, Michael J., Passmore, Peter , Proitsi, Petra, Rossor, Martin, Gurling, Hugh, Todd, Stephen, Mummery, Catherine J. , Ryan, Nathalie, Lacidogna, Giordano , Adarmes-Gómez, Ad, Mauleón, Ana , Pancho, Ana, Gailhajenet, A., Lafuente, Asunción, Martín, Elvira, Pelejà, Esther, Carrillo, F, Merlín, Isabel Sastre, Garrote-Espina, L. , Carrión‐Claro, Mario, Marín, María Esmeralda Arreola , Labrador, Ma, Buendía, Mar, Guitart, Marina, Moreno, Mariona, Ibarria, Marta, Periñán, Mt, Aguilera, Núria , Gómez-Garre, P, Escuela, R, Pineda-Sanchez, R., Vigo-Ortega, R, Preckler, Sílvia , Rodrigo‐Herrero, Silvia , Diego, Susana, Salvadori, Nicola, Chipi, Elena , Laske, Christoph , Janowitz, Daniel , Anastasiou, Anna, Parveen, Kayenat, López‐García, Sara , Antonell, Anna , Belezhanska, Diyana , Solís, Patricia , Medel, Nancy , Lisso, Julieta, Sevillano, Zulma, Politis, Daniel Gustavo , Cores, Valeria, Cuesta, Carolina , Ortíz, Cecilia, Bacha, Juan Ignacio, Rios, Mario, Saenz, Aldo, Abalos, Mariana Sanchez, Köhler, Eduardo, Palacio, Dana Lis, Etchepareborda, Ignacio, Prestia, Federico Ariel, Galeano, Pablo , Castaño, Eduardo M., Germani, Sandra, Toso, Carlos Reyes, Rojo, Matias, Ingino, Carlos A. , Mangone, Carlos A., Engelborghs, Sebastiaan , Nielsen, Sune Fallgaard, Farotti, Lucia , Biessels, Geert Jan , Fiévet, Nathalie, Forsell, Charlotte , Thonberg, Håkan, Bjerke, Maria , Roeck, Ellen De , Olivar, Natividad , Sachdev, Perminder S. , Magda, Tsolaki, Rossi, Giacomina, Andreassen, Ole A., Sims, Rebecca , Aguilera, N., Alarcón, Estefanía Burgos, Buendia, Marie‐Annick , Rojas, Itziar de , Diego, S. , Guitart, M., González-Péerez, A, Lafuente, A., Martin, Elisabeth , Martinez, M.T.M., Marquié, M, Olivé, C. , Pelejà, E., Puerta, R, Sáez, ME, Táarraga, L, Valero, S, Alonso, MD, Amer-Ferrer, G., Antequera, M., Antúnez, Carmen , Bernal, M. , Bullido, MJ, Ja, Burguera, Carrillo, F, Casajeros, MJ, Cruz-Gamero, JM, Escuela, R, Franco, Emilio, García-Alberca, JM, Madrona, S. García, Gómez-Garre, P, Hevilla, S., Espinosa, MA Labrador, Legaz, A. , Lleóo, A, Munáin, A Lóopez de, Marín-Muñoz, Juan, Marín, T, Marquié, M, Martínez, B. , Álvarez, A Martínez-Lage, Iriarte, M Mendioroz, Tur, J Péerez, Ripoll, G. Piñol, Ráabano, A, Asúa, Diego Real de , Rodrigo, S., Royo, JL, Díaz, R. Sanchez del Valle, Sánchez‐Juan, Pascual, Sastre, Isabel , Valero, S, Vicente, MP, Vigo-Ortega, R, Shadrin, Alexey A, Rongve, Arvid, Bosnes, Ingunn , Athanasiu, Lavinia, Aarsland, Dag, Andreassen, Ole A., Epelbaum, Jacques, Wallon, David, Hannequin, Didier , Campion, Dominique , Dermecourt, Vincent, Dubois, Bruno , Amouyel, Phillippe, Sims, Rebecca, Gerrish, Amy, Thomas, Charlene , Meggy, Alun, Davies, Chloe, Dowzell, Kimberley, Bernardo-Harrington, Mateus, Hoffmann, Per, Brown, Kristelle, Schott, Jonathan M., Rossor, Martin, Ryan, Natalie S. , Uphill, James, Al-Chalabi, Ammar, Bass, Nick, Abraham, Richard, Kölsch, Heike, Schürmann, Britta, Lacour, ndré, Herold, Christine, Johnston, Janet, Todd, Stephen, Proitsi, Petra, Patel, Yogen, Warden, Donald, Wilcock, Gordon , Clarke, Robert , Lawlor, Brian, McQuillin, Andrew, Hardy, John, Brayne, Carol, Deloukas, Panagiotis, Sussams, Rebecca, Warner, Nick, Bayer, Anthony, Singleton, Andrew, Rujescu, Dan, Giegling, Ina, Klopp, Norman, Mayhaus, Manuel, Riemenschneider, Matthias, Pinchler, Sabrina, Feulner, Thomas, Bussche, Hendrik den, Scherer, Martin, Hüll, Michael, Frölich, Lutz, Wichmann, H‐Erich, Jöckel, Karl‐Heinz , Moebus, Susanne, Kauwe, John, Mayo, Kevin H. , Escott-Price, Valentina, Peng, Rong , Tan, Louis, Tandiono, Moses , Ng, Ebonne, Prakash, Kumar‐M., Au, Wing‐Lok , Meah, Wee-Yang, Mok, Shi Qi, Chan, Anne , Chen, Ling , Jeon, Beom S., Lin, Juei‐Jueng , Pei, Zhong , Shi, Changhe , Song, Kyuyoung, Wu, Yih‐Ru , Xu, Yuming , Yan, Yaping , Yang, Jing , Zhang, Bao Rong, Le Guen, Yann , Damotte, Vincent , During, Emmanuel , Hort, Jakub , Lin, Ling , Niida, Shumpei , Pasquier, Florence , Real, Luis M , Rujescu, Dan , Spalletta, Gianfranco , Zetterberg, Henrik , Andreassen, Ole A , Tsolaki, Magda , Foo, Jia Nee , Mignot, Emmanuel , Dichgans, Martin , Ramirez, Alfredo , Ross, Owen A , Sachdev, Perminder S , Hardy, John , Nicolas, Gaël , Alvarez, Victoria , Mir, Pablo , Pastor, Pau , Boada, Merce , García-González, Pablo , Molina-Porcel, Laura , de Mendonça, Alexandre , Graff, Caroline , Ambati, Aditya , Yu, Eric , Rojas, Itziar de, Leal, Thiago Peixoto , Miyashita, Akinori , Küçükali, Fahri , Belloy, Michaël E. , Benussi, Luisa , Borroni, Barbara , Bullido, María J. , Caffarra, Paolo , Clarimón, Jordi , Darling, Daniel, Debette, Stéphanie , Deleuze, Jean‐François , Galimberti, Daniela , García-González, Pablo, Goldhardt, Oliver , Hanon, Olivier , Heilmann‐Heimbach, Stefanie , Holstege, Henne H. , Hort, Jakub , Mecocci, Patrizia , Moebus, Susanne , Nacmias, Benedetta , Parnetti, Lucilla , Pasquier, Florence , Pijnenburg, Yolande A.L. , Piñol‐Ripoll, Gerard , Rainero, Innocenzo , Royo, José Luís , Scheltens, Philip , Scherbaum, Norbert , Seripa, Davide , Skoog, Ingmar , Squassina, Alessio , Swieten, John C. van , Sánchez‐Valle, Raquel , Teunissen, Charlotte E. , Vyhnálek, Martin , Wærn, Margda , Wiltfang, Jens , Zhang, Jing , EADB, group, GR@ACE study, DemGene, EADI, GERAD, Zetterberg, Henrik , Williams, Julie , Amouyel, Philippe , Tsolaki, Magda , Frikke-Schmidt, Ruth , Sleegers, Kristel , Toda, Tatsushi , Ingelsson, Martin , Rossi, Giacomina, Hiltunen, Mikko O. , Ozaki, Kouichi , Sims, Rebecca, Foo, Jia Nee , Flier, Wiesje M. van der , Ikeuchi, Takeshi , Mata, Ignácio F. , Ruiz, Agustı́n , Gan‐Or, Ziv , Andrade, Víctor , Amin, Najaf , Campos-Martín, Rafael , Holmans, Peter , Kleineidam, Luca , Lee, Sven J. van der , Rojas, Itziar de, Yaqub, Amber , Prokic, Ivana, Costa, Marcos R. , Chapuis, Julien , Ahmad, Shahzad , Aarsland, Dag, Alarcón‐Martín, Emilio , Alcolea, Daniel , Alegret, Montserrat , Álvarez, Ignacio , Appollonio, Ildebrando Marco , Arcaro, Marina , Athanasiu, Lavinia, Berr, Claudine , Bessi, Valentina , Binetti, Giuliano , Boschi, Silvia , Bråthen, Geir , Bresner, Catherine , Brodaty, Henry , Brookes, Keeley J. , Burholt, Vanessa, Calero, Miguel , Chêne, Geneviève , Carracedo, Ángel , Cervera‐Carles, Laura , Charbonnier, Camille , Claassen, Jurgen A.H.R. , Conti, Elisa , Corma‐Gómez, Anaïs , Custodero, Carlo , Dalmasso, Carolina , Dardiotis, Efthimios , Deyn, Peter Paul De , Ser, Teodoro del , Denning, Nicola , Diehl‐Schmid, Janine , Díez-Fairén, Mónica , Rossi, Paolo Dionigi , Djurovic, Srdjan , Duron, Emmanuelle , Escott-Price, Valentina, Espinosa, Ana , Ferri, Evelyn , Fischer, Peter A. , Fladby, Tormod , Fortea, Juan , Fostinelli, Silvia , Fox, Nick C. , Frank, Ana , Froelich, Lutz , García-González, Pablo, Ghidoni, Roberta , Giegling, Ina, Grimmer, Timo , Guetta‐Baranes, Tamar , Haapasalo, Annakaisa , Hadjigeorgiou, Georgios M. , Hampel, Harald , Hardy, John, Heneka, Michael T. , Hernández, Isabel, Herrmann, Martin J. , Hoffmann, Per, Holmes, Clive , Kivipelto, Miia , Kornhuber, Johannes , Kosmidis, Mary H. , Laukka, Erika J. , Lauria, Alessandra , Lehtisalo, Jenni , Lleó, Alberto , Munain, Adolfo Lopez de, Macías, Juan, MacLeod, Catherine Anne , Mangialasche, Francesca , Marquié, Marta , Marshall, Iain James , Mead, Simon , Medina, Miguel , Meggy, Alun, Menéndez‐González, Manuel , Moebus, Susanne, Mol, Merel O. , Montrreal, Laura , Morgan, Kevin , Ngandu, Tiia , Olaso, Robert , Orellana, Adelina , Ortega, Gemma , Padovani, Alessandro , Pérez‐Cordón, Alba , Pineda, Juan Antonio , Piñol-Ripoll, Gerard, Pisanu, Claudia , Posthuma, Daniëlle , Priller, Josef , Quintela, Inés , Reinders, Marcel J. T. , Roberto, Natalia , Rongve, Arvid, Rosende‐Roca, Maitée , Rubino, Elisa , Rujescu, Dan, Sáez, María Eugenia , Saltvedt, Ingvild Tina , Sanabria, Ángela , Sánchez-García, Florentino , Scarpini, Elio , Scherbaum, Norbert, Scherer, Martin, Schmid, Matthias C. , Schott, Jonathan M., Selbæk, Geir , Shadrin, Alexey A, Soininen, Hilkka S. , Solfrizzi, Vincenzo, Solomon, Alina , Sorbi, Sandro , Sotolongo‐Grau, Óscar , Tárraga, Lluís , Tesi, Niccoló , Thalamuthu, Anbupalam , Uitterlinden, André G. , Valero, Sergi , Lugt, Aad van der , Rooij, Jeroen van , Vandenberghe, Rik , Vidal, Jean‐Sébastien , Vogelgsang, Jonathan S. , Wagner, Michael , Wallon, David , Weinhold, Leonie , Yannakoulia, Mary , Serpente, María , Assogna, Francesca , Piras, Fabrizio , Piras, Federica, Ferrarese, Carlo , Sala, Gessica , Zoia, C , Benussi, Alberto , Takalo, Mari , Laatikainen, Tiina K. , Tuomi, Tiinamaija , Strandberg, Timo E. , Lindström, Jaana , Peltonen, Markku , Abraham, Richard, Al-Chalabi, Ammar, Bass, Nicholas , Brayne, Carol, Gerrish, Amy, Gill, Michael , Harold, Denise , Lawlor, Brian, Livingston, Gill , Lovestone, Simon , Lupton, Michelle K. , Mann, David , McGuinness, Bernadette , McQuillin, Andrew, O‘Donovan, Michael , Powell, John , Proitsi, Petra, Rossor, Martin, Shaw, Christopher E. , Smith, A. David , Todd, Stephen, Macías‐García, Daniel , Carrillo, F, Vargas, Liliana , Marín, M, Alonso, María Dolores, Gómez-Garre, P, Cañabate, Pilar , Escuela, R, Vigo-Ortega, R, Jesús, Silvia , Vacca, Alessandro , Roveta, Fausto , Boecker, Henning , Perneczky, Robert , Anastasiou, Costas Anastasios , Malik, Rainer , Parveen, Kayenat, Mihova, Kalina Yonkova , Weber, Heike , Kochen, Silvia , Saenz, Aldo, Kohler, Matias, Novack, Gisela Vanina , Tagliavini, Fabrizio , Nielsen, Sune Fallgaard, Fenoglio, Chiara , Biessels, Geert Jan , Love, Seth , Broeckhoven, Christine Van , Rubinsztein, David Chaim , Teipel, Stefan Johannes , Deramecourt, Vincent , Martínez-Larrad, María Teresa, Ghanbari, Mohsen , Mather, Karen A. , Ikram, M. Arfan , Rossi, Giacomina, Andreassen, Ole A., Duijn, Cornelia M. van , Alarcon, E, Buendia, M, Cano, Amanda C. , Anchuelo, Arturo Corbatón , Macı́as, Juan , Maroñas, Olalla , Martín, E, Martínez, MT, Marquié, M, Moreno, M. , Núñez‐Llaves, Raúl , Olivé, C, Puerta, R, Serrano‐Ríos, Manuel , Valero, S, Bernal, M, Carrillo, F, Pancorbo, Marian M. de , Escuela, R, Gómez-Garre, P, Munaín, Adolfo López de , Manzanares, Salvadora , Marín, M, Marquié, M, Martínez, B, Martínez, C, Martínez, V, Álvarez, A Martínez-Lage, Iriarte, M Mendioroz, Tur, J. Pérez, Periñán, María Teresa , Rodrigo, S, Valero, S, Vigo-Ortega, R, Vivancos, L. , Shadrin, Alexey A, Bahrami, Shahram , Rongve, Arvid, Athanasiu, Lavinia, Selnes, Per , Bergh, Sverre , Aarsland, Dag, Andreassen, Ole A., Tzourio, Christophe , Brice, Alexis , Ritchie, Karen , Sims, Rebecca, Gerrish, Amy, Williams, Amy, Meggy, Alun, Nash, William, Castillo-Morales, Atahualpa , Hoffmann, Per, Turton, James , Lord, Jenny , Vardy, Emma , Fisher, Elizabeth , Warren, Jason D. , Schott, Jonathan M., Rossor, Martin, Guerreiro, Rita , Al-Chalabi, Ammar, Bass, Nick, Abraham, Richard, Heun, Reinhard , Todd, Stephen, Proitsi, Petra, Hodges, Angela , Becker, Tim , Lawlor, Brian, McQuillin, Andrew, Hardy, John, Brayne, Carol, Deloukas, Panagiotis, Ben‐Shlomo, Yoav , Hooper, Nigel M. , Pickering‐Brown, Stuart , Warner, Nick, Bayer, Anthony, Singleton, Andrew , Rujescu, Dan, Giegling, Ina, Heuser, Isabella , Drichel, Dmitriy , Nöthen, Markus M. , Riemenschneider, Matthias, Gu, Wei , Scherer, Martin, Moebus, Susanne, Morris, John C. , Owen, Michael J. , Escott-Price, Valentina, Chew, Elaine Guo Yan , Chung, Sun Ju , Chao, Yinxia , Ahmad‐Annuar, Azlina , Chen, Yongping , Jiang, Lulu , Lim, Jia Lun , Liu, Chun‐Feng , Mao, Chengjie , Mok, Vincent , Pei, Zhong , Shang, Huifang , Tan, Ai Huey , Xu, Renshi , Zhang, Bao Rong, Koh, Woon‐Puay , Lim, Shen‐Yang , Khor, Chiea Chuen , Liu, Jianjun

Proceedings of the National Academy of Sciences | August 29, 2023 | Volume: 120 | Issue: 36 | Pages: No page available

10.1073/pnas.2302720120 Get It

Across multiancestry groups, we analyzed Human Leukocyte Antigen (HLA) associations in over 176,000 individuals with Parkinson’s disease (PD) and Alzheimer’s disease (AD) versus controls. We demonstrate that the two diseases share the same protective association at the HLA locus. HLA-specific fine-mapping showed that hierarchical protective effects of HLA-DRB1 *04 subtypes best accounted for the association, strongest with HLA-DRB1 *04:04 and HLA-DRB1 *04:07, and intermediary with HLA-DRB1 *04:01 and HLA-DRB1 *04:03. The same signal was associated with decreased neurofibrillary tangles in postmortem brains and was associated with reduced tau levels in cerebrospinal fluid and to a lower extent with increased Aβ42. Protective HLA-DRB1 *04 subtypes strongly bound the aggregation-prone tau PHF6 sequence, however only when acetylated at a lysine (K311), a common posttranslational modification central to tau aggregation. An HLA-DRB1 *04-mediated adaptive immune response decreases PD and AD risks, potentially by acting against tau, offering the possibility of therapeutic avenues.