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708 citation(s) found for "Wu, Derek".

GRADE Guidance: Update on Developing Good Practice Statements in Guidelines
Dewidar, Omar , Akl, Elie A, Saz-Parkinson, Zuleika, Langendam, Miranda , Meerpohl, Joerg J , Marti, Melanie, Djulbegović, Benjamin , Brignardello-Petersen, Romina, Chu, Derek, Murad, M Hassan, Canelo-Aybar, C., Alonso-Coello, Pablo, Qaseem, Amir, Schwingshackl, Lukas , Klugar, Miloslav , Comas, David Rigau, Iorio, Alfonso , Turgeon, A. F., Shamliyan, Tatyana A, Munn, Zachary, Mathioudakis, Alexander G., Piggott, Thomas , Lotfi, Tamara, Guyatt, Gordon, Schünemann, Holger J, Akl, Elie A. , Schünemann, Holger J. , Chu, Derek K. , Akl, Elie A , Saz-Parkinson, Zuleika , Langendam, Miranda W , Meerpohl, Joerg J , Marti, Melanie , Mayer, Martin , Djulbegovic, Benjamin , Brignardello-Petersen, Romina , Chu, Derek K , Canelo-Aybar, Carlos , Mathew, Joseph L , Alonso-Coello, Pablo , Qaseem, Amir , Schwingshackl, Lukas , Bognanni, Antonio , Morgan, Rebecca L , Klugar, Miloslav , Iorio, Alfonso , Turgeon, Alexis F , Munn, Zachary , Mathioudakis, Alexander G , Piggott, Thomas , Lotfi, Tamara , Pottie, Kevin , Schünemann, Holger J , Morgano, Gian Paolo , Parmelli, Elena , Brignardello‐Petersen, Romina , Murad, M Hassan , Alonso‐Coello, Pablo , Rojas, María Ximena , Morgan, Rebecca L. , Stallings, Elena , Tugwell, Peter , Darzi, Andrea J. , Shamliyan, Tatyana , Lotfi, Tamara , Pottie, Kevin

Annals of Internal Medicine | January 19, 2026 | Volume: 179 | Issue: 3 | Pages: 430-439

10.7326/annals-25-00431 | PMID 41554128 Get It

Sex Differences in Psychological Distress of Patients With Spontaneous Coronary Artery Dissection (SCAD): The MINDSET Study
Maukel, Lisa‐Marie , Coutinho, Thais D. , Mulvagh, Sharon L. , Madan, Mina , Pacheco, Christine , Bouchard, Karen , So, Derek , Saw, Jacqueline, Reed, Jennifer , Liu, Shuangbo , Sun, Louise Y. , Robert, Helen Mary, Lappa, N., Tulloch, Heather E., Bouchard, Karen , Reed, Jennifer L. , So, Derek Y , Saw, Jacqueline , E Tulloch, Heather , Liu, Shuangbo , Saw, Jacqueline , Paquin, Amélie , Robert, Helen, Tulloch, Heather

Circulation: Population Health and Outcomes | January 13, 2026 | Volume: 19 | Issue: 3 | Pages: No page available

10.1161/circoutcomes.125.012626 | PMID 41697327 Get It

BACKGROUND: Spontaneous coronary artery dissection (SCAD) is an increasingly recognized cause of acute coronary syndrome, predominantly affecting women. Psychological distress is common pre- and post-SCAD, yet sex-specific patterns remain understudied. This cross-sectional study aimed to examine sex differences in the psychological distress of patients with SCAD. METHODS: Adult patients diagnosed with SCAD within the past 3 years, confirmed by coronary angiography, were recruited from 6 Canadian hospitals between April 2022 and January 2025. Participants completed questionnaires assessing sociodemographics and validated measures of psychological distress: Patient Health Questionnaire-9 for depression, Generalized Anxiety Disorder-7 for generalized anxiety, Cardiac Anxiety Questionnaire for cardiac-related anxiety, and PTSD Checklist-5 for posttraumatic stress symptoms. Sex differences were analyzed using t tests for continuous variables and χ 2 tests for categorical variables. Multivariable linear regression models assessed the association between sex and psychological distress, adjusting for age, pre-SCAD mental health diagnosis, and employment status. RESULTS: Among 326 patients (92.9% women; mean age=53.3±11.1 years), women reported higher rates of preexisting mental health conditions (29.2% versus 8.7%; P =0.035). Post-SCAD women reported higher mean scores than men on the Patient-Health-Questionnaire-9, Cardiac-Anxiety-Questionnaire, and PTSD Checklist-5 (all P <0.05). Female sex was associated with greater depressive (B=2.94; P =0.010), cardiac anxiety (B=7.09; P =0.008), and posttraumatic stress symptoms (B=5.94; P =0.048) after adjustment. Clinically significant symptoms were more common in women versus men: 25.1% versus 0% (depression), 21.5% versus 4.4% (anxiety), 54.8% versus 26.1% (cardiac anxiety), and 15.5% versus 0% (posttraumatic stress). CONCLUSIONS: Both women and men experience clinically significant cardiac anxiety following SCAD, but women report a greater psychological burden, including more preexisting mental health conditions and twice the distress after SCAD. These results underscore the importance of routine psychological screening and timely intervention to support mental health and recovery outcomes, particularly among women.
Calibration of multi‐site raters for prospective visual read of amyloid PET scans acquired across the ADRC Consortium for Clarity in ADRD Research Through Imaging (CLARiTI)
Soleimani‐Meigooni, David N., Joie, Renaud La, Lin, Zoe, Soppe, Carol L., Johnson, Derek R., Koran, Mary Ellen I. , Villemagne, Victor L., Windon, Charles C., Mormino, Elizabeth C., Johnson, Sterling C, Rabinovici, Gil D., Windon, Charles , Windon, Charles , Soleimani‐Meigooni, David N. , Blazhenets, Ganna , Joie, Renaud La , Johnson, Derek R., McConathy, Jonathan , Nasrallah, Ilya M. , Tanner, Jeremy A. , Villemagne, Victor L. , Zeineh, Michael , Mormino, Elizabeth C. , Johnson, Sterling C. , Rabinovici, Gil D.

Alzheimer's & Dementia | January 9, 2026 | Volume: 21 | Issue: S2 | Pages: No page available

10.1002/alz70856_107616 Get It

Abstract Background PET visual reads for multi‐center studies are conducted centrally by one or a few experts. In CLARiTI, a broader network of raters will perform the reads, necessitating methods to ensure their accuracy and reliability. Method All ADRC sites ( N = 37) will prospectively acquire amyloid PET scans for 800 cognitively unimpaired and 1200 cognitively impaired participants. Each site can use one of four amyloid PET tracers ([ 18 F]florbetaben, [ 18 F]florbetapir, [ 11 C]PIB, [ 18 F]NAV4694). PET scans will be visually interpreted by ten PET neuroimaging experts located across eight ADRCs, using their preferred hardware, software, and file format (DICOM, NIFTI). Calibration requires readers to perform blinded, independent visual interpretation of 180 amyloid PET scans (30 unique and 15 duplicate scans per tracer), previously read and selected by an expert (Table 1). An even mix of visually non‐elevated and elevated scans were selected, with quantitation spanning ‐26‐123 Centiloids (Figure 1), and 15% were visually borderline (similar proportion to ADNI4), with quantitation spanning 4‐48 Centiloids (mean 21). Kruskal‐Wallis H test showed no significant difference in the distribution of Centiloid values for scans in each tracer group, Χ 2 (3)=2.133, p = 0.545. Result Calibration scans were read by a second expert not serving in CLARiTI. There was 97% concordance and almost perfect agreement between readers (κ=0.932, p <0.001; Figure 2). Discordantly read scans were visually borderline elevated ( N = 2), borderline non‐elevated ( N = 1), and negative ( N = 1), with quantitation of 8‐21 Centiloids (mean 14). Intra‐rater reads were 98% concordant and had almost perfect agreement (κ=0.966, p <0.001). These findings hold promise for scaling‐up visual reads in CLARiTI, and we expect ≥80% concordance and substantial to almost perfect agreement (κ≥0.7) for inter/intra‐rater reliability. Conclusion Calibration is essential for accurate/reliable amyloid PET visual reads in large multi‐center studies with multiple raters. Through the calibration process, we will develop methods to improve the adjudication of borderline/challenging scans and formalize methods for visual reads of amyloid PET tracers that are investigational (i.e., [ 11 C]PIB, [ 18 F]NAV4694). Involving multiple raters across different sites, who use diverse hardware/software/file format combinations, will mirror the natural heterogeneity present in real‐world clinical practice. This calibration set can also serve as a standardized training tool for other studies incorporating amyloid PET visual reads.
Characterizing amyloid and tau positron emission tomography‐based stages across the clinical continuum
Cody, Karly Alex , Sokołowski, Andrzej , Johns, Emily , Guerra, Lucah Medina, Dumitrescu, Logan, Durant, Alaina, Sathe, Aditi, Koran, Mary Ellen I. , Mez, Jesse, Saykin, Andrew J., Toga, Arthur W., Cuccaro, M. L., Tosun, Duygu, Insel, Philip S., Johnson, Sterling C., Harrison, Theresa, Hohman, Timothy J., Mormino, Elizabeth C., Cody, Karly A , Sokołowski, Andrzej, Winer, Joseph R. , Young, Christina B. , Younes, Kyan , Dumitrescu, Logan , Archer, Derek B. , Durant, Alaina, Mez, Jesse , Saykin, Andrew J. , Toga, Arthur W. , Cuccaro, Michael L. , Insel, Philip S. , Johnson, Sterling C. , Harrison, Theresa M. , Hohman, Timothy J. , Mormino, Elizabeth C.

Alzheimer's & Dementia | January 8, 2026 | Volume: 22 | Issue: 1 | Pages: No page available

10.1002/alz.71017 | PMID 41505234 Get It

Abstract INTRODUCTION We standardized positron emission tomography (PET) data across multiple cohorts and tracers to characterize the frequency of amyloid and tau PET severity along the clinical continuum. METHODS Clinical stage was defined using cohort‐specific criteria and included cognitively unimpaired (CU), mild cognitive impairment (MCI), and dementia. Amyloid severity was staged using Centiloids (CL). Tau severity was staged using a hierarchical Braak‐based schema. The cumulative probabilities of PET‐based stages were estimated using ordinal logistic regressions. RESULTS Among 10,396 individuals (mean [standard deviation] age: 71.9 [7.1] years), amyloid levels ≥ 25 CL increased with age among CU and MCI, while amyloid levels ≥ 100 CL were most common in dementia. In 3295 with tau PET, tau severity increased with amyloid and clinical stage and showed complex associations with age. Within each clinical stage, the full spectrum of amyloid and tau PET severity was observed. DISCUSSION PET‐based staging revealed heterogeneous amyloid and tau burden along the clinical continuum. Highlights PET‐based staging is feasible across multiple cohorts and PET tracers. There is heterogeneity in amyloid and tau severity across the clinical spectrum. The frequency of amyloid and tau PET severity increased with clinical severity. The likelihood of tau PET severity differed by age, amyloid, and clinical severity.
Postpartum breast cancer: evidence for a distinct phenotype
Sherman, Mark E, Étiévant, Lola , Vierkant, Robert A, Winham, Stacey J. , Ruddy, Kathryn J. , Pacheco-Spann, Laura M. , Wickland, Daniel P. , Cruz-Reyes, Nicole , Stallings‐Mann, Melody , Radisky, Derek C. , Thompson, E Aubrey, Kachergus, Jennifer M., Shi, Ji, Rosenberg, Shoshana M, Schapira, Lidia , Peppercorn, Jeffrey , Come, Steven E. , Warner, E., Collins, Laura C. , Partridge, A, Pfeiffer, R. M., Sherman, Mark E. , Sherman, Mark E , Pacheco-Spann, Laura M , Radisky, Derek C , Thompson, E Aubrey , Shi, Ji , Snow, Craig , Kirkner, Gregory , Peppercorn, Jeffrey M , Come, Steven , Borges, Virginia F , Partridge, Ann H , Pfeiffer, Ruth M , Winham, Stacey J , Sherman, Mark E. , Vierkant, Robert A., Thompson, E. Aubrey , Rosenberg, Shoshana M. , Snow, Craig , Kirkner, Gregory J. , Borges, Virginia F. , Warner, Ellen , Partridge, Ann H.

JNCI: Journal of the National Cancer Institute | January 7, 2026 | Volume: 118 | Issue: 5 | Pages: 926-936

10.1093/jnci/djag003 | PMID 41512289 Get It

Abstract Background The incidence of early onset breast cancers (BCs) has increased, paralleling rising trends in delayed childbearing. We hypothesize that a distinct postpartum BC (PPBC) subtype, identifiable by time since last birth (TSLB) and biomarker expression, contributes to this trend. Methods We applied GeoMx Digital Spatial Profiling (DSP) to measure associations between TSLB and 71 proteins in 640 BCs from women aged ≤40 years included in the Young Women’s Breast Cancer Study. We analyzed data using univariable linear regression and multivariable sliced inverse regression to account for higher order interactions among biomarkers. Results In keratin-rich segments, progesterone receptor (PR) (P = 1.00 × 10−4) and PTEN (P = 1.00 × 10−3) were associated with longer TSLB; multivariable analyses revealed positive associations for GZMB (P = 4.00 × 10−4), SMA (P = 1.00 × 10−4), and NF-1 (P = 1.00 × 10−3). In keratin-poor segments, univariable significant positive associations were found for PR (P = 2.00 × 10−4) and PTEN (P = 1.00 × 10−3), whereas CD20 (P = 3.00 × 10−4) and CTLA4 (P = 4.00 × 10−5) were negatively associated; multivariable significant associations were found for fibronectin (P = 3.00 × 10−5) and pan-Akt (P = 1.00 × 10−3). Associations persisted after adjustment for multiple comparisons and BC molecular subtypes. Associations including for PR, PTEN, and CD20 were strongest among women with the shortest TSLB. OPAL multiplex immunofluorescence assays for PR, PTEN, CD20, SMA, and CTLA4 replicated several DSP findings, particularly when stratified by subtype and with compartment matching. In TCGA, RNA species linked to proteins associated with TSLB correlated strongly with a T-cell exhaustion signature previously linked to poor prognosis among premenopausal women. Conclusion These data support PPBC as a biologically coherent phenotype defined by TSLB and biomarker profile, with potential implications for prevention and therapy.
Relapse and Emergent Resistance With Novel Short-Course Regimens for Multidrug-Resistant Tuberculosis, United States, 2022–2024
Liang, Rina , Brust, James C. M. , Reed, Caitlin , Escuyer, Vincent , Armstrong, Derek T. , Parrish, Nicole , Valois, Patrick , Rowlinson, Marie‐Claire , Marinova‐Petkova, Atanaska, Bisson, Gregory P., Labuda, Sarah M. , Colon-Semidey, Angel, Haley, Connie A. , Ashkin, David , Lardizabal, Alfred , PATRAWALLA, AMEE S, Cuenca, Alice, Haas, Michelle, Brostrom, Richard, Mbakwem, Chima, Schechter, Marcos C, Ray, Susan M, Cummins, Jason, Cahill, Barbara, Arn, Katherine, Chen, Lisa , Wilson, John W, Goswami, Neela D. , Peloquin, Charles A , Lardizabal, Alfred , Haas, Michelle K , Schechter, Marcos C , Ray, Susan M , Cummins, Jason , Cahill, Barbara , Goswami, Neela D , Colón‐Semidey, Angel, Peloquin, Charles A. , Arn, Katherine

Open Forum Infectious Diseases | January 6, 2026 | Volume: 13 | Issue: 1 | Pages: No page available

10.1093/ofid/ofaf786 | PMID 41541397 Get It

Abstract Background Bedaquiline, pretomanid, and linezolid with or without moxifloxacin (BPaL/M) are recommended oral 6-month treatment regimens for multidrug- or rifampin-resistant (MDR/RR) tuberculosis (TB). Since the US rollout of these regimens in 2019, the US Centers for Disease Control and Prevention (CDC) and partners have identified patients who failed or relapsed on these regimens. Methods Here, we report a case series of US patients with TB treated with BPaL/M-containing regimens, who experienced adverse outcomes during the period 2022‒2024, including drug resistance, relapse, and treatment failure. Results Clinical and public health outcomes were significant for US patients reported. There were 8 patients identified (n = 8). 5 (62.5%) were male, with a median age 57 years, 2 (25%) were previously treated for TB, and 8 (100%) presented with cavitary disease. This included a patient who died from infectious TB with acquired resistance after exposing over 100 healthcare workers, a waitress who was found to have highly infectious TB at the time of her relapse, and a son who contracted Mycobacterium tuberculosis (Mtb) with reduced activity to bedaquiline from his mother in a household transmission event. Conclusions These patients highlight consequences, both for the individual and public health, of relapse and treatment failure in real-life operational settings that may not be readily evident in well-controlled and well-resourced clinical trials. Despite the advent of shorter and better tolerated bedaquiline-based regimens, US clinicians continue to face challenges in managing drug-resistant TB. These data support the need for expert management of these patients beyond routine TB care, as well as the need for close monitoring and follow-up months after treatment completion.
Superficial Cortical Aβ Clearance and ARIA Pathology in Aducanumab‐Treated Alzheimer's Disease
Boon, Baayla D.C., Piura, Yoav , Chalk, Jessica L , Lincoln, Sarah, Rutledge, Matthew H., Reichard, R. Ross, Graff‐Radford, Jonathan, Knopman, D S, Graff‐Radford, Neill R., Murray, Melissa E., Boon, Baayla D.C. , Moloney, Christina M. , Johnson, Derek R. , Dickson, Dennis W. , Nguyen, Aivi T. , Reichard, R. Ross , Graff‐Radford, Jonathan , Knopman, David S. , Graff‐Radford, Neill R. , Murray, Melissa E.

Alzheimer's & Dementia | December 25, 2025 | Volume: 21 | Issue: S1 | Pages: No page available

10.1002/alz70855_105890 Get It

Abstract Background Monoclonal antibodies targeting amyloid‐β (Aβ), including aducanumab, have been tested to treat Alzheimer's disease (AD). However, limited data exist on neuropathology following treatment and the effects of amyloid‐related imaging abnormalities (ARIA). We report on such data from five aducanumab‐treated study participants with AD of whom two experienced ARIA. Methods Aducanumab‐treated study participants who came to autopsy ( n = 5) were matched to AD controls ( n = 12) based on the presence/type of autosomal dominant AD mutation, APOE genotype, age at cognitive symptom onset, and sex. We assessed cognitive measures, 18 F‐florbetapir PET centiloid, ARIA risk factors, and AD neuropathologic change. Using multiplex immunofluorescence, brain regions affected along Thal Aβ phases were stained for Aβ isoforms and phosphorylated tau, as well as for ARIA‐associated markers, including Perls’ Prussian blue to detect ferric iron, fibrinogen‐α for blood brain barrier integrity, membrane attack complex (C5b‐C9) for complement activation, and activated microglia (IBA1, CD68). Results Study participants included four males and one female, all carrying at least one APOE ε4 allele. Two participants carried a PSEN1 NM_000021.4:c.817G>A , p.Glu273Lys mutation. Cumulative aducanumab dosage ranged between 5–241 mg/kg, with death occurring 5–41 months after the last infusion. Amyloid burden on PET declined in all participants (range 15‐100 centiloids). Two participants experienced ARIA. Compared to AD controls, Aβ aa1‐8 and Aβ 42 were selectively reduced in cortical layer I of aducanumab‐treated study participants ( p <0.05) but not in the total cortex, as shown for the middle frontal cortex in Figure 1. No differences were observed in phosphorylated tau burden. Prussian blue‐stained hemosiderin was present in both treated and untreated AD cases. However, in participants with ARIA, hemosiderin accumulated in superficial cortical layers near CAA‐laden meningeal and penetrating vessels, which also exhibited extensive complement and microglial activation (Figure 2). Conclusions Aβ clearance and ARIA‐related findings were localized predominantly in superficial cortical layers, suggesting that aducanumab biodistribution is more pronounced in these regions rather than deeper cortical layers.
Performance of the Lumipulse plasma p ‐tau217 assay to assess eligibility for amyloid‐lowering therapies
Ashrafzadeh‐Kian, Susan , Cogswell, Petrice M, Graff‐Radford, Jonathan, Petersen, Ronald, Ramanan, Vijay K., Algeciras‐Schimnich, Alicia , Bornhorst, Joshua , Figdore, Daniel J. , Burkett, Brian J. , Cogswell, Petrice M. , Johnson, Derek R. , McCarter, Stuart J. , Graff‐Radford, Jonathan , Petersen, Ronald, Ramanan, Vijay K.

Alzheimer's & Dementia | December 24, 2025 | Volume: 21 | Issue: S2 | Pages: No page available

10.1002/alz70856_097514 Get It

Abstract Background Clinically available plasma p ‐tau217 assays may be utilized in the determination of eligibility for amyloid‐lowering therapies. Our institution recently introduced a plasma p ‐tau217 assay in clinical practice using a two‐cutpoint approach that optimizes the accuracy while minimizing false positive risk and categorizing ≤20% of results as intermediate. In this study, we prospectively evaluate the performance of a plasma p ‐tau217 assay for detection of amyloid pathology using these predefined cutpoints. Method Patients recruited were being considered for lecanemab therapy at a tertiary care subspecialty clinic. Plasma p ‐tau217 was measured using the clinically available Fujirebio Lumipulse p ‐tau217 assay at Mayo Clinic, and results (pg/mL) were classified as either negative (≤0.185), intermediate (0.186–0.324) or positive (≥0.325). Amyloid pathology was determined by amyloid‐PET and/or CSF p ‐tau181/Aβ42. Result Ninety‐three patients were recruited between November 2023 and December 2024. Of these, 49 underwent amyloid‐PET, 4 had CSF p ‐tau181/Aβ42 measurements, and 40 had both PET and CSF results (with 3/40 discordant cases), for use in the assessment of amyloid pathology. The three discordant cases were considered amyloid positive for purposes of plasma p ‐tau217 comparison. Overall amyloid positivity was 90%. Plasma p ‐tau217 results were positive in 83% (77/93), negative in 6% (6/93), and intermediate in 11% (10/93) of patients. An elevated p ‐tau217 predicted the presence of amyloid positivity with a diagnostic accuracy of 96% (95% CI 90% − 99%). In the intermediate range, 80% of patients were positive for amyloid pathology. In patients with a definitive p ‐tau217 result (positive or negative), the positive and negative predictive values were 97% and 83%. There were three patients with discordant results: one PET+/p‐tau217‐, one PET‐/p‐tau217+, and one CSF‐/p‐tau217+. Clinical presentation of these discordant cases was examined, and relevant findings will be discussed. Conclusion The Lumipulse plasma p ‐tau217 assay exhibited acceptable diagnostic accuracy for the determination of amyloid pathology when compared to either amyloid‐PET or CSF p ‐tau181/Aβ42. This prospective study confirms the utility a two‐cutpoint approach for interpreting plasma p ‐tau217 for the assessment of amyloid pathology eligibility for amyloid‐lowering therapies in a heterogenous clinical cohort.
Prediction of neuropathology using the FDG‐PET based patient similarity network
Zhang, Gemeng , Barnard, Leland, Botha, Hugo, Gogineni, Venkatsampath, Graff‐Radford, Jonathan, Huls, Sean J. , Stricker, John L. , Fan, Winnie Z. , Wiste, Heather J. , Machulda, Mary M., Murray, Melissa E., Reichard, R. Ross, Gunter, Jeffrey L. , Schwarz, Christopher G, Kantarci, Kejal, Whitwell, Jennifer L., Josephs, K., Knopman, David S., Boeve, Brad F, Petersen, Ronald, Jack, Clifford R., Lowe, Val J. , Jones, David T., Barnard, Leland R , Botha, Hugo , Corriveau‐Lecavalier, Nick , Graff‐Radford, Jonathan , Burkett, Brian J. , Johnson, Derek R. , Khurana, Aditya , Min, Hoon-Ki Paul , Senjem, Matthew L. , Machulda, Mary M. , Murray, Melissa E. , Dickson, Dennis W. , Nguyen, Aivi T. , Reichard, R. Ross , Schwarz, Christopher G. , Kantarci, Kejal , Whitwell, Jennifer L. , Knopman, David S. , Petersen, Ronald, Jack, Clifford R. , Jones, David T.

Alzheimer's & Dementia | December 24, 2025 | Volume: 21 | Issue: S1 | Pages: No page available

10.1002/alz70855_103746 Get It

Abstract Background Neuropathologic evaluation is essential for diagnosing and treating dementia, but definitive diagnoses is only available after post‐mortem brain autopsy. Positron emission tomography (PET) offers a potential in vivo proxy for predicting neuropathology. This study proposes a semi‐supervised learning (SSL) model using a single FDG‐PET image to predict underlying neuropathology. Method The SSL model leverages a self‐organized graph structure based on a patient similarity network (PSN) created from 1,495 FDG‐PET images across the aging and neurodegenerative spectrum. Each patient is represented by a node, with edges indicating image similarity derived from principal component analysis features and cosine similarity weights. The PSN structure connects 20 nearest neighbors. Neuropathologic labels were available for 204 autopsied patients. The Poisson Learning Method was employed to propagate labels from these annotated nodes to unlabeled nodes, guided by the PSN structure. FDG‐PET images were collected from clinical and research participants at the Mayo Clinic and processed using an MRI‐free pipeline. Neuropathologic labels were assigned based on widely accepted diagnostic criteria. Leave‐one‐out cross‐validation (LOOCV) was used to assess model performance. Results The confusion matrix demonstrated high accuracy in predicting Alzheimer's disease, frontotemporal lobar degeneration with tau inclusions, and Lewy body disease pathology. A Sankey diagram and label distribution analysis revealed strong correlations between clinical and predicted neuropathologic labels. Conclusion This study highlights the potential of a graph‐based SSL pipeline to predict neuropathological changes using FDG‐PET imaging data, despite limited pathology labels. The findings underscore the value of SSL in bridging the gap between abundant neuroimaging data and scarce neuropathologic labels, contributing to improved dementia diagnosis and understanding.
X Chromosome Genetic Risk Across Sex, APOE*4, and Pleiotropic Traits Reveals Novel Alzheimer's Disease Mechanisms and Risk Genes
Cook, Noah, Yang, Chenyu, Wang, Ting‐Chen, Sherva, Richard, Zhang, Rui, Panizzon, Matthew S., Hauger, R. L., Gaziano, J. Michael, Koran, Mary Ellen I. , Mormino, Beth C., Logue, Mark W., Greicius, Michael D. , Program, the VA Million Veteran, FinnGen, Cook, Noah, Yang, Chenyu , Reid, Danielle Marie , Wang, Ting‐Chen , Le Guen, Yann , Cody, Karly A , Sherva, Richard , Zhang, Rui, Merritt, Victoria C. , Panizzon, Matthew S. , Gaziano, J. Michael , Dumitrescu, Logan , Archer, Derek B. , Hohman, Timothy J. , Logue, Mark W. , Napolioni, Valerio , Belloy, Michaël E.

Alzheimer's & Dementia | December 23, 2025 | Volume: 21 | Issue: S1 | Pages: No page available

10.1002/alz70855_098765 Get It

Abstract Background Our group recently performed the largest‐to‐date X‐chromosome wide association study (XWAS) of Alzheimer's disease (AD). Here, we expand on this with additional samples, novel sex‐ and APOE *4‐stratified analyses, and evaluate escape from random X chromosome inactivation (eXCI) to better capture female‐biased risk genes. We then integrate these results with XWASs of various AD‐relevant traits to elucidate shared genetic signals and ultimately uncover novel AD risk genes and mechanisms. Method The AD XWAS design is shown in Figure 1A and includes random X chromosome inactivation (rXCI) and eXCI models. We further assessed suggestive AD signals ( p <1x10 ‐3 ) for pleiotropy using genetic colocalization with 2852 AD‐relevant traits (Figure 2A). Loci exhibiting X chromosome‐wide significance ( p <1x10 ‐5 ) or apparent trait colocalization underwent quantitative trait locus (QTL) colocalization analyses across 62 tissues and cell types to functionally prioritize AD risk genes. Result Full sample analyses reproduced Belloy et al. 2024 findings and identified 3 additional loci, including a male‐specific signal near GLUD2 that impacts glutamate/glutamine metabolism (Figure 1B). APOE *4‐stratified analyses revealed 9 additional loci, including 3 eXCI hits in APOE *4 carriers (Figure 1C‐D). Pleiotropy colocalization identified 38 loci, most being novel and many driven by eXCI and/or female‐specific AD XWAS, including MOSPD2, PNMA3 and GABRE loci that showed extensive colocalization with brain imaging traits (Figure 2B). The most significant XWAS locus, SLC9A7 , colocalized with total testosterone, HDL‐C, and various brain imaging traits. Only the NLGN4X locus colocalized with amyloid positivity, linking its proposed role in synaptic dysfunction to amyloid pathology. The locus at KDM6A , previously implicated as an AD resilience gene, colocalized with a functional MRI (fMRI) phenotype. QTL colocalization analyses confirmed gene prioritizations in Belloy et al. 2024, and additionally provided support for PNMA3 , an antigen highly expressed in the brain, and 3 APOE ‐stratified loci, including ACLS4 , which impacts lipid metabolism. Conclusion This study provides novel insights into biological mechanisms that contribute to X‐linked genetic risk for AD in an APOE *4 and sex‐specific manner, identifying various novel risk loci. Notably, 29 female‐biased risk loci were uncovered, which may shed light on sex disparities in AD. Overall, our findings will aid in elucidating AD pathways and drug targets relevant to personalized medicine.