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322 citation(s) found for "Yu, Theresa".

AAVrh.10hFXN Gene Therapy for the Cardiomyopathy of Friedreich Ataxia
Crystal, R G, Weinsaft, Jonathan W. , Kaminsky, S B, Caragiulo, Anthony, Savage, Niamh, Patel, A, Gavrilova, Ralitza H. , Perlman, Susan , Galbraith, Madeline, Kahlon, Udhay, Krishnan, UM, Sanders, Abraham, Vo, Mary, Sarva, Harini, Yoo, Andrea, Sondhi, Dolan , De, Bishnu P., Mezey, Jason G. , Khan, Aashir, Selvan, Nithya, Bhalla, N P, Adler, Eric, Zesiewicz, Theresa, Caragiulo, Anthony , Patel, Aarti , Kaner, Robert J. , Yoo, Andrea S. , Aubert, Grégory , Selvan, Nithya, Bhalla, Naman Kumar

JAMA Cardiology | June 17, 2026 | Volume: 11 | Issue: 8 | Pages: 709

10.1001/jamacardio.2026.1699 | PMID 42307907 Get It

Importance Friedreich ataxia (FA), a fatal, autosomal recessive disorder caused by pathogenic variants in the frataxin ( FXN ) gene, is characterized by progressive neurologic and cardiac disease, with cardiac disease being the major cause of death. Preclinical studies have demonstrated that systemic administration of AAVrh.10hFXN, an rh.10 serotype cardiotropic adenoassociated virus (AAV) vector expressing the normal human FXN coding sequence, reverses the cardiomyopathy in FXN-deficient mice. Objective To assess the safety and preliminary efficacy of administration of AAVrh.10hFXN to adults with FA cardiomyopathy. Design, Setting, and Participants This nonrandomized clinical trial evaluates the pooled data of 2 independent, open-label, dose-escalation trials that used the same gene therapy vector and similar clinical protocols among patients with FA cardiomyopathy at academic medical centers. Data were collected from February 22, 2022, to October 4, 2025, for trial 1 and from February 14, 2023, to September 10, 2025, for trial 2 and analyzed together from November 5, 2025, to March 12, 2026. Intervention AAVrh.10hFXN, administered intravenously in 3 dose cohorts (1.8 × 10 11 , 5.6 × 10 11 , and 1.2 × 10 12 vector genomes per kilogram of body weight). Main Outcomes and Measures In addition to safety as the primary outcome, multiple parameters of exploratory end points were assessed, including cardiac biopsy levels of FXN protein, cardiac magnetic resonance imaging–derived left ventricular mass index (LVMI), and serum high-sensitivity (hs) troponin I. Results Seventeen patients with FA cardiomyopathy (mean [SD] age, 25 [6] years; 11 [65%] female) were followed up for a mean (SD) of 20 (8) months. There were 4 serious adverse events, 3 possibly related to prednisone immunosuppression and 1 possibly vector-related myocarditis 12 months after therapy, all of which resolved. Other adverse events were transient, nonserious, or not treatment related. In all 8 patients with cardiac biopsy 3 months after therapy, there were higher levels of cardiac FXN (dose cohort 1, 20%; cohort 2, 81%; cohort 3, 123%). After therapy, LVMI was lower by at least 10% in 9 patients and stabilized in 8 patients. Excluding the patient with myocarditis, posttherapy values of serum hs troponin I were lower by at least 10% in 15 patients and higher by at least 10% in 2 patients. Conclusions and Relevance Findings of this nonrandomized clinical trial suggest that intravenous administration of AAVrh.10hFXN was well tolerated and may be a potential treatment for FA cardiomyopathy, as evidenced by preliminary improvement in exploratory efficacy end points. Trial Registration ClinicalTrials.gov Identifiers: NCT05302271 and NCT05445323
NRG-GY037: A phase III randomized trial of induction chemotherapy and pembrolizumab followed by chemoradiation and pembrolizumab maintenance versus standard chemoradiation and pembrolizumab maintenance in high-risk locally advanced cervical cancer.
Mayadev, Jyoti, Deng, Wei , Kim, Hayeon, Xiao, Ying, Geng, H. , Myers, Tashanna , Garda, Allison Elizabeth, Ayala-Peacock, Diandra Norelle, Ma, Martín, Matulonis, Ursula A., Kuhn, Theresa, Huelsmann, Erica, Mannel, Robert S., Herzog, Thomas J. , Aghajanian, Carol, III, Charles A. Leath, Zamarin, Dmitriy, Lankes, Heather A. , Lea, Jayanthi Sivasothy , Xiao, Ying, Garda, Allison E. , Ayala-Peacock, Diandra N. , Matulonis, Ursula A. , Kuhn, Theresa M , Huelsmann, Erica J., Aghajanian, Carol , Zamarin, Dmitriy

Journal of Clinical Oncology | May 28, 2026 | Volume: 44 | Issue: 16_suppl | Pages: No page available

10.1200/jco.2026.44.16_suppl.tps5632 Get It

TPS5632 Background: Concurrent chemoradiation therapy (CCRT) is the standard of care for locally advanced cervical cancer (LACC); however, outcomes remain suboptimal in patients with high-risk disease. Recent studies suggest that integration of immunotherapy (IO) with definitive chemoradiation, or induction chemotherapy prior to CCRT improves outcomes. Whether treatment intensification with induction systemic therapy and IO prior to CCRT and IO further improves disease control remains unknown. Induction chemotherapy may reduce tumor burden, eradicate micrometastatic disease, and improve tumor immunogenicity prior to definitive CCRT. Preclinical and clinical data support synergy between systemic therapy or radiotherapy and immune checkpoint blockade, providing the rationale for evaluating an induction strategy incorporating chemotherapy and immunotherapy before standard CCRT with immunotherapy, followed by maintenance immunotherapy. Optional tumor tissue and blood samples will be collected for exploratory correlative analyses, including immune and molecular biomarkers associated with response, resistance, and patterns of failure. Methods: NRG-GY037 is a prospective, multi-institutional phase III randomized trial conducted through NRG Oncology. A total of 336 patients will be enrolled (168 per arm). Patients will be stratified by FIGO stage (III vs. IVA) and presence or absence of para-aortic lymph nodes (N2). The primary endpoint is progression free survival (PFS). The study has 90% power to detect PFS hazard ratio of 0.65 in the experimental arm. Treatment: Patients with previously untreated, high-risk LACC are randomized to receive either induction chemotherapy with pembrolizumab for 6 weeks followed by CCRT with pembrolizumab and pembrolizumab maintenance, or standard CCRT with pembrolizumab followed by pembrolizumab maintenance. Major Eligibility Criteria: Eligible patients have histologically confirmed cervical carcinoma (squamous, adenocarcinoma, or adenosquamous), TNM T3 and T4 disease, N0-2, ECOG performance status 0–1, and no prior definitive therapy for cervical cancer. Current Enrollment Status: The trial is actively accruing patients. No efficacy or safety data are available at the time of submission. Clinical Trial Registration: ClinicalTrials.gov identifier: NCT07061977. Clinical trial information: NCT07061977 .
Impact of fertility concerns on endocrine therapy.
Ruddy, Kathryn Jean, Kushi, Lawrence H., Liu, Bolun, Laurent, Cecile, Abrahão, Renata , Chao, Chun, Sauder, Candice, Keegan, Theresa, Nichols, Hazel, Ruddy, Kathryn J. , Li, Jia , Kushi, Lawrence H. , Sauder, Candice A. M. , Chubak, Jessica , Hahn, Erin E , Keegan, Theresa H.M.

Journal of Clinical Oncology | May 27, 2026 | Volume: 44 | Issue: 16_suppl | Pages: 631-631

10.1200/jco.2026.44.16_suppl.631 Get It

631 Background: Adolescent and young adult (AYA) women with breast cancer who have not completed their desired childbearing pre-diagnosis may be more likely to decline adjuvant endocrine therapy (ET) and/or to temporarily or permanently stop ET to pursue pregnancy. Fertility counseling and use of fertility preservation strategies (e.g., oocyte/embryo cryopreservation) might impact these decisions. Methods: In the Valuing Opinions and Insights from Cancer Experiences (VOICE) Study, we investigated whether use of fertility preservation strategies were associated with ET initiation and early discontinuation amongst AYAs with fertility concerns. Eligible females were diagnosed with stage 1–3 estrogen-receptor positive breast cancer at age 15-39 during 2013-2022 and responded to a survey in 2023-2024. Those who reported that they had not completed their desired family size or had been unsure about having completed their desired family size at the time of their cancer diagnosis were categorized as having had fertility concerns. ET initiation was defined as 2+ ET prescription fills within 18 months after diagnosis. Among ET initiators, we assessed early discontinuation (defined as lack of ET prescription fill over any 180 day period until 5 years after their first ET fill date). Due to inadequate power, we did not model the relationship between oocyte/embryo cryopreservation and ET initiation. However, we did have power to assess the association between oocyte/embryo cryopreservation and ET discontinuation using multivariable Cox regression to calculate Hazard Ratios (HR) and 95% Confidence Intervals (CI). HRs for discontinuation were adjusted for age at diagnosis, stage, study site, diagnosis year, income, and children before diagnosis (yes/no). Results: Among 518 AYA breast cancer survivors, 56% (N = 290) had fertility concerns at diagnosis. Of these 290, 41% had 1+ child before diagnosis, 90% received fertility counseling, 27% froze eggs or embryos, and 10% had 1+ child after diagnosis. The majority (89%) initiated ET. Among the 32 who did not initiate ET, 7 (22%) reported that fertility concerns impacted that decision. Oocyte/embryo cryopreservation was used by 26% of ET initiators and 34% of ET non-initiators. Among the 258 ET initiators, 89 (35%) discontinued ET early. Compared to those who did not use fertility preservation strategies, patients who froze oocytes/embryos were more likely to discontinue ET (HR 1.89; 95% CI 1.18–3.05). Among those who discontinued ET, 19% had 1+ child after diagnosis (compared to 2% among those who did not discontinue ET). Conclusions: This study confirmed prior studies showing that many AYAs with breast cancer have fertility concerns, and these concerns may impact decisions about ET. In our analysis, those who cryopreserved oocytes/embryos were more likely to discontinue ET early, and a higher proportion who discontinued ET had 1+ live birth after breast cancer.
Fertility concerns, counseling, and preservation in AYA females with early-stage breast cancer: Chemotherapy receipt and timing.
Nichols, Hazel, Laurent, Cecile, Keegan, Theresa, Casperson, Mallory, Abrahão, Renata , Chao, Chun, Sauder, Candice, Wernli, Karen J. , Kushi, Lawrence H., Ruddy, Kathryn Jean, Liu, Bolun , Li, Jia , Keegan, Theresa H.M. , Chubak, Jessica , Casperson, Mallory, Green, Laura Elizabeth , Sauder, Candice A. M. , Hahn, Erin E , Kushi, Lawrence H. , Ruddy, Kathryn J.

Journal of Clinical Oncology | May 27, 2026 | Volume: 44 | Issue: 16_suppl | Pages: 1564-1564

10.1200/jco.2026.44.16_suppl.1564 Get It

1564 Background: Adolescent and young adult (AYA) females with early-stage ER-negative and/or HER2-positive breast cancer commonly receive chemotherapy to reduce risk of recurrence. Fertility concerns, counseling, and preservation may influence chemotherapy decisions and time to chemotherapy (TTC) initiation. Methods: We surveyed AYA survivors of stage I–III premenopausal ER-negative and/or HER2-positive breast cancer treated at Kaiser Permanente Northern and Southern California (2013-2022). Fertility concerns were defined as not having completed desired family size or being unsure about having completed desired family size at diagnosis. We summarized receipt of fertility counseling, receipt of chemotherapy, and use of oocyte/embryo cryopreservation for fertility preservation (FP). Among fertility-concerned patients who received chemotherapy, TTC (days from diagnosis) was assessed separately for neoadjuvant chemotherapy (NAC) vs for adjuvant chemotherapy (AdjC). Time to NAC was natural log–transformed and modeled with multivariable log-linear regression to estimate relative differences in TTC, adjusting for stage, study site, ER, HER2, age, and diagnosis year. Results: Of 363 respondents, 197 (54%) had fertility concerns at diagnosis; 183/197 (93%) received chemotherapy, similar to 153/166 (92%) among those without concerns (p=0.7). Of the concerned chemotherapy recipients, 45 (25%) saw a fertility specialist but did not pursue FP while 55 (30%) underwent FP. For the 112 fertility-concerned NAC recipients, FP was associated with longer TTC than no fertility specialist counseling (mean=41 vs. 30 days; adjusted ratio=1.39; 95% CI 1.15–1.69), whereas fertility specialist counseling without FP was not (mean= 31 vs. 30 days, adjusted ratio=1.04; 95% CI 0.86–1.25). For the 71 fertility-concerned AdjC recipients, TTC was similar for patients who did not see a fertility specialist (mean=63 days), those who froze oocytes/embryos (mean=65 days), and those who saw a fertility specialist but did not pursue FP (mean=69 days). Conclusions: In this AYA breast cancer cohort, there was no evidence that fertility concerns led patients to decline chemotherapy. FP was associated with a modest delay in NAC initiation (<2 weeks on average). Time to chemotherapy (TTC) among 183 AYA patients with ER− and/or HER2+ breast cancer and fertility concerns. Fertility-focused care N (n=183) Neoadjuvant chemotherapy (n=112) Mean TTC, days Relative difference in TTC, adjusted ratio (95%CI) Adjuvant chemotherapy (n=71) Mean TTC, days No fertility counseling from a specialist 83 (45%) 55 (49%) 29.6 Reference 28 (39%) 62.6 Received fertility counseling from a specialist No fertility preservation 45 (25%) 28 (25%) 30.7 1.04 (0.86,1.25) 17 (24%) 68.6 Fertility preservation 55 (30%) 29 (26%) 41.2 1.39 (1.15,1.69) 26 (37%) 64.6
Magnetic Resonance Imaging Artifact Associated With the Oticon Medical Sentio Ti Transcutaneous Bone Conduction Hearing Implant
Hennesy, Theresa B. , Zander, David , Kryzer, Theodore J., Honce, Justin M., Carlson, Matthew L., Nassiri, Ashley M. , Kryzer, Theodore, Honce, Justin M. , Carlson, Matthew L.

Otology & Neurotology | May 25, 2026 | Volume: 47 | Issue: 8 | Pages: 998-1002

10.1097/mao.0000000000004949 | PMID 42184818 Get It

Objective: To evaluate magnetic resonance (MR) imaging artifact and image distortion associated with the Oticon Medical Sentio Ti bone conduction implant (BCI) and identify optimized imaging techniques. Study design: Cadaveric study. Intervention: One cadaveric head specimen was unilaterally implanted with Sentio Ti BCI according to the manufacturer's instructions. Main outcome measures: Imaging was performed with a Siemens 1.5 Tesla MR machine on XA60 software before and after implantation. Imaging was performed with both standard and metal mitigation techniques. Image scoring (diagnostic vs. nondiagnostic) and qualitative assessment of anatomic subsites were performed by 2 experienced neuroradiologists. Results: Image distortion and artifact were noted in all postimplant sequences. For all sequences, imaging of the ipsilateral middle ear, mastoid, and internal auditory canal (IAC) was nondiagnostic. The axial T1 turbo spin echo high bandwidth sequence had the best artifact reduction; however, the ipsilateral temporal bone remained nondiagnostic. Notably, nonecho planar diffusion-weighted imaging (non-EPI DWI) was nondiagnostic for both the ipsilateral temporal bone and the contralateral IAC and middle ear. Conclusions: After implantation of the Sentio Ti BCI, imaging of the ipsilateral temporal bone is rendered nondiagnostic on all MR sequences due to artifact despite the use of metal mitigation techniques. Importantly, the non-EPI DWI HASTE sequence, which is used for cholesteatoma surveillance, is nondiagnostic for all ipsilateral and most contralateral temporal bone subsites, making cholesteatoma surveillance challenging with an implant in place. This finding is critical for clinical decision-making, as rehabilitation of conductive hearing loss in the setting of chronic otitis media is among the most common indications for use of a BCI.
Small Extracellular Vesicles (sEV) in Surgical Drain Fluids of Oral Squamous Cell Carcinoma Patients Carry Luminal and Surface DNA
Głuszko, Alicja , Xu, Z, Conway, James F. , Chaudhuri, A, Zevallos, Jose, Whiteside, Theresa L. , Chaudhuri, Adel, Whiteside, Theresa L , Pietrowska, Monika , Zevallos, Jose P.

International Journal of Molecular Sciences | May 20, 2026 | Volume: 27 | Issue: 10 | Pages: 4577

10.3390/ijms27104577 | PMID 42196554 Get It

Postoperative surgical draining fluid (SDF) in oral squamous cell carcinoma (OSCC) was reported to contain circulating free DNA and extracellular vesicles (EVs). The potential role of SDF DNA as a cancer biomarker in OSCC patients is investigated. To determine whether EVs contribute to the DNA content of SDF, small EVs (sEVs) were isolated by size exclusion chromatography and compared with those in paired plasma. sEV obtained from a cohort of HPV(+) and HPV(−) patients were evaluated for the endocytic origin, size, vesicular morphology, and the DNA content. The sEV from HPV(+) and HPV(−) SDF were similar. The sEVs from SDF were larger and contained more DNA than the sEV from plasma. Treatments of sEV with the DNase/RNase cocktail established the presence of DNA on the surface and in the sEV lumen. Furthermore, 20 to 30% of the total SDF DNA was associated with sEV. Fragmentomic analyses identified the largest DNA (>10,000 bp) on the vesicle surface. The DNA in the vesicle lumen consisted of smaller (~5000 bp) DNA fragments. Electron microscopy of the enzyme-treated vesicles indicated that surface DNA/RNA may be involved in maintaining vesicular integrity and modulating the vesicle entry into cells. The sEV-carrying surface and luminal DNA emerge as significant contributors to the total SDF DNA and, following validation, might serve as useful biomarkers of disease presence/progression in OSCC.
Elevated AD biomarkers do not explain cognitive performance in a community‐recruited clinical trial cohort
Landau, Susan , Taggett, Jacinda , Ward, Tyler J. , Murphy, Alice, Lovato, Laura, Koeppe, Robert, Farias, Sarah Tomaszewski , Snyder, Heather M. , Harvey, Danielle , Weiner, Michael W. , Baker, Laura D. , Jagust, William J. , Initiative, U.S. POINTER Study Group and Alzheimer's Disease Neuroimaging, Harvey, Danielle J , Liu, Peiwei , Harrison, Theresa M. , Lockhart, Samuel N. , Papp, Kathryn V. , Espeland, Mark Andrew , Maillard, Pauline , DeCarli, Charles , Vemuri, Prashanthi , Initiative, U.S. POINTER Study Group and Alzheimer's Disease Neuroimaging

Alzheimer's & Dementia | May 19, 2026 | Volume: 22 | Issue: 5 | Pages: No page available

10.1002/alz.71472 | PMID 42151735 Get It

Abstract INTRODUCTION To examine the generalizability of Alzheimer's disease (AD) biomarker models in real‐world older adults, we examined AD biomarker relationships with cognition in two multicenter cohorts that differ with respect to recruitment approach and health risk factors but were matched on a variety of characteristics. METHODS We compared harmonized health and demographic data, AD and cerebrovascular biomarkers, and cognitive performance in the community‐recruited U.S. Study to Protect Brain Health Through Lifestyle Intervention to Reduce Risk (U.S. POINTER) Imaging substudy and a matched sample from the Alzheimer's Disease Neuroimaging Initiative (ADNI) which recruited primarily from academic specialty clinics. RESULTS Elevated β‐amyloid (Aβ) and tau were associated with cognitive performance in ADNI but not U.S. POINTER. Findings were consistent across different cohort matching schemes, and were not explained by discrepancies in vascular risk. DISCUSSION The role of Aβ and tau in cognitive performance may be reduced in real world samples compared to academic specialty clinics.
Correlation between in vivo 18 F‐flortaucipir PET and whole‐brain postmortem histological tau signals in Alzheimer's disease
Chao, Yishu , Chen, Y., Chadwick, Trevor A., Harrison, Theresa M., Iaccarino, Leonardo, Heinsen, Helmut, Ushizima, Daniela, Tosun, Duygu, Jagust, William J., Grinberg, Lea T. , Chen, Yuheng, Grinberg, Lea , Chadwick, Trevor, Harrison, Theresa M. , Iaccarino, Leonardo , Heinsen, Helmut, Ushizima, Daniela Mayumi , Jagust, William J.

Alzheimer's & Dementia | May 11, 2026 | Volume: 22 | Issue: 5 | Pages: No page available

10.1002/alz.71453 | PMID 42108381 Get It

Abstract INTRODUCTION Clinicopathological studies offer crucial interpretations of 18 F‐flortaucipir (FTP) tau positron emission tomography (PET) signal but are limited by methods. We leveraged whole‐brain, quantitative immunohistochemical (IHC) Alzheimer's Disease (AD) tau density maps to comprehensively evaluate the FTP tracer. METHODS We generated IHC maps for three AD‐tau antibodies—AT8, AT100, and MC1—using two human brains histologically staged at Braak IV and VI. FTP‐PET scans were acquired 6 and 10 weeks prior to death. Using region‐wise and voxelwise methods, we correlated FTP‐PET with IHC signals. RESULTS Only AT8 (p‐tau Ser202/Thr205; neuronal and neuritic tau pathology) showed a notable correlation with FTP standardized uptake value ratios (SUVRs) in the Braak VI case (Spearman's rank correlation coefficient [r s ] = 0.461, p < 0.001). FTP SUVRs failed to capture medial temporal lobe (MTL) tau burden, whereas neocortical regions showed lower IHC burden but more variability in FTP uptake. DISCUSSION Although FTP signals correlate well with AT8‐positive tau in the more advanced case, they underestimate the severity of MTL burden, potentially confounding assessments of tau‐targeted therapies.
Brain Imaging Biomarkers and Cognitive Outcomes in a Multidomain Lifestyle Intervention
Harrison, Theresa M., Harvey, Danielle J., Chadwick, Trevor, Chao, Yishu , Taggett, Jacinda , Maillard, Pauline, Lovato, Laura, Farias, Sarah, Papp, Kathryn V., Lockhart, Samuel N., Toga, Arthur W., Koeppe, Robert A., Jagust, William J., Whitmer, Rachel A., Snyder, Heather M. , Carrillo, Maria C., Baker, Laura D. , Espeland, Mark A., Vemuri, Prashanthi, DeCarli, Charles, Landau, Susan M., Harvey, Danielle , Carrillo, María C. , Harvey, Danielle J , Harrison, Theresa M. , Maillard, Pauline , Lovato, Laura, Farias, Sarah Tomaszewski , Papp, Kathryn V. , Lockhart, Samuel N. , Toga, Arthur W. , Koeppe, Robert A. , Jung, Youngkyoo , Jagust, William J. , Whitmer, Rachel A. , Espeland, Mark Andrew , Vemuri, Prashanthi , DeCarli, Charles , Landau, Susan

JAMA Neurology | April 20, 2026 | Volume: 83 | Issue: 6 | Pages: 521

10.1001/jamaneurol.2026.0832 | PMID 42008251 Get It

Importance Brain imaging biomarkers may (1) identify underlying mechanisms of intervention effects and (2) define brain characteristics of those most likely to benefit cognitively from the intervention. Objective To test whether (1) a lifestyle intervention is related to brain changes, (2) brain changes are correlated with intervention-specific cognition changes, and (3) brain imaging biomarkers provide information about who is likely to benefit from a lifestyle intervention. Design, Setting, and Participants In this randomized clinical trial, the POINTER Imaging study was an ancillary study of the 2-year, single-blind multicenter US POINTER clinical trial in which neuroimaging data were collected on eligible enrolled participants. The study was conducted from May 2019 to March 2023 (final follow-up, May 14, 2025). Participants were enrolled into the POINTER Imaging study following a standard procedure at 5 clinical sites in the US. Participant eligibility criteria included an age of 60 to 79 years, sedentary lifestyle, and suboptimal diet, plus at least 2 additional risk criteria for cognitive decline and no contraindications for neuroimaging. Interventions Participants were randomly assigned to receive the structured or self-guided intervention. Both interventions emphasized increased physical and cognitive activity, healthy nutrition, social engagement, and cardiovascular health monitoring, but they differed in intensity and accountability. Main Outcomes and Measures There were 4 primary imaging outcomes: global β-amyloid (Aβ) burden, tau burden in the entorhinal cortex (ERC), hippocampal (HC) volume, and white matter hyperintensity volume. The primary cognitive measure was a global cognitive composite. Results Among 1943 parent trial participants who were assessed for eligibility, 983 underwent at least 1 magnetic resonance imaging or positron emission tomography scanning session. The mean (SD) age was 68.4 (5.2) years; 605 participants (61.5%) were female and 378 male (38.5%). Five hundred sixteen participants received the structured intervention and 467 the self-guided intervention. There were no intervention group differences in longitudinal cognitive or imaging outcomes. Intervention group differences were not associated with or moderated by Aβ status or accumulation. There was a negative association between change in ERC tau and change in global cognition in the self-guided group that was attenuated in the structured group (difference in association: 0.289; 95% CI, 0.029 to 0.550; interaction P = .03). Lower baseline HC volume was associated with greater cognitive benefit for participants in the structured group vs the self-guided group (lower HC: 0.077 SD; 95% CI, 0.022 to 0.132; higher HC: 0.002 SD; 95% CI, −0.037 to 0.041; interaction P = .03). Conclusion and Relevance This study found that a high-intensity multidomain lifestyle intervention did not affect brain biomarker trajectories and was not associated with Aβ pathology, but older adults with specific at-risk brain characteristics, including lower baseline HC volume, showed a greater cognitive benefit of the structured intervention. Trial Registration ClinicalTrials.gov Identifier: NCT03688126
Unsupervised Machine Learning for Adaptive Immune Receptors with immuneML
Pavlović, Milena , Würtzen, Charlotte , Kanduri, Chakravarthi , Mamica, Maria , Scheffer, Lonneke , Lund‐Andersen, Christin , Gubatan, John Mark , Ullmann, Theresa , Greiff, Victor , Sandve, G K , Gubatan, John

No container title available | April 18, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.04.15.718648 Get It

Abstract Machine learning (ML) enables adaptive immune receptor repertoires (AIRRs) analyses for biomarker identification and therapeutic development. With the majority of AIRR data partially or imperfectly labeled, unsupervised ML is essential for motif discovery, biologically meaningful clustering, and generation of novel receptor sequences. However, no unified framework for unsupervised ML exists in the AIRR field, hindering the assessment of model robustness and generalizability. Here, we present an immuneML release advancing unsupervised ML in the AIRR field through unified clustering workflows, interpretable generative modeling, integration with protein language model embeddings, dimensionality reduction, and visualization. We demonstrate immuneML’s utility in three use cases: (i) benchmarking generative models for epitope-specific sequence generation, assessing specificity and novelty, (ii) systematic evaluation of clustering approaches on experimental receptor sequences against biological properties, such as epitope specificity and MHC, and (iii) unsupervised analysis of an experimental AIRR dataset to examine potential confounding, a practice widespread in related fields but unexplored in AIRR analyses.