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16258 citation(s) found for "Ha, David R".

Tissue Strain Mapping via Magnetic Resonance Elastography Can Be Used to Detect Active Lesion Expansion
Lake, David S. , Manduca, Armando, Huston, J., Ehman, R L, Ehman, Richard L. , Manduca, Armando , Yin, Ziying , Manduca, A , Ehman, Richard , Yin, Ziying

Magnetic Resonance in Medicine | February 19, 2026 | Volume: 96 | Issue: 1 | Pages: 273-286

10.1002/mrm.70311 | PMID 41708506 Get It

ABSTRACT Purpose Active lesion expansion is clinically important because it can indicate disease progression and influence management and treatment planning. However, sequential imaging is often unavailable, and rapid growth can only be inferred from indirect findings such as active perilesional tissue injury. This study aimed to implement and test the feasibility of an MR elastography (MRE)‐based technique for assessing the expansile nature of mass lesions by detecting stiffness changes caused by mechanical strain manifestations in adjacent tissues. Methods A tissue strain mapping (TSM) algorithm was developed using spatial–temporal directional filtering to reveal the presence of perilesional latent strain that is not apparent in conventional MRE inversions. The technical feasibility was tested in tissue‐simulating phantoms containing a mass that was progressively expanded. Preliminary feasibility for clinical application was also demonstrated in representative in vivo examples. Resulting TSM maps were compared with conventional MRE stiffness maps. Results In the phantom experiments, TSM revealed the presence of local strain at the periphery of the expanding mass, with the effect increasing proportionally to the degree of expansion. Conventional MRE did not demonstrate comparable localized stiffening patterns. In vivo examples showed similar perilesional strain features that were not apparent on conventional MRE maps. Conclusion The feasibility of the proposed MRE‐based TSM technique was demonstrated in phantom and preliminary in vivo studies. These findings suggest that the technique is a promising tool for assessing the expansile nature of mass lesions and motivate further development of the TSM processing and exploration of potential clinical applications.
Patient-Controlled Analgesia
D’Souza, Ryan, Hao, David, Hao, David , D'Souza, Ryan, Cho, James , D'Souza, Ryan S

New England Journal of Medicine | February 18, 2026 | Volume: 394 | Issue: 8 | Pages: No page available

10.1056/nejmvcm2500240 | PMID 41707140 Get It

Continuous At-Home Monitoring of Nighttime Bed Behavior in Frontotemporal Dementia
Paolillo, Emily W., Wise, Amy, Kaye, Jeffrey A., Beattie, Zachary , Dhanam, Sreya, Casaletto, Kaitlin B. , Saloner, Rowan, Mendez, Mario F., Vandevrede, Lawren, Ljubenkov, Peter A. , Seeley, William W., Gorno-Tempini, Maria Luisa, Miller, Bruce L., Heuer, Hilary W. , Forsberg, Leah K., Kornak, John , Boeve, Bradley F., Boxer, Adam L., Rosen, Howard J., Walsh, Christine M., Staffaroni, Adam M., Abdullah, Muhammad, Apostolova, Liana , Ece, Bayram, Botha, Hugo, Brushaber, Danielle , Clark, David, Considine, Ciaran , Darby, R. Ryan , Day, Gregory S., Dickerson, Bradford, Dickson, Dennis, Domoto-Reilly, Kimiko, Dwosh, Emily , Faber, Kelley , Fagan, Anne M. , Fields, Julie A. , Fong, Jamie C., Foroud, Tatiana M., Galasko, Douglas R., Gavrilova, Ralitza, Gendron, Tania, Geschwind, Daniel, Ghoshal, Nupur , Goldman, Jill, Graff-Radford, Jonathan, Graff-Radford, Neill, Grant, Ian M., Grossman, Murray, Hales, Chadwick M., Hall, Matthew, Honig, Lawrence S., Hsiung, Ging-Yuek (Robin), Huang, Eric S., Huey, Edward D, Irwin, David, Johnson, Noah, Jones, David T., Kantarci, Kejal, Knopman, David, Kolander, Tyler, Kwan, Justin Y., Lago, Argentina Lario , Lapid, Maria, Lavigne, Shannon B., Lee, Suzee, Litvan, Irene, Lucente, Diane , Mackenzie, Ian R., Masdeu, Joseph C. , Massimo, Lauren , McGinnis, Scott, McMillan, Corey T., Mester, Carly, Miyagawa, Toji , Molden, Joie, Onyike, Chiadi, Pascual, Belen, Paulson, Henry, Petrucelli, Leonard, Pressman, Peter, Rademakers, Rosa, Ramanan, Vijay, Ramos, Eliana Marisa , Rankin, Katherine P., Rao, Meghana, Rascovsky, Katya, Rhoads, Kristoffer , Ritter, Aaron, Rogalski, Emily, Rojas, Julio C., Savica, Rodolfo, Snyder, Allison, Sullivan, Anna Campbell, Syrjanen, Jeremy, Tartaglia, M. Carmela, Taylor, Jack, Weintraub, Sandra, Wint, Dylan , Wong, Bonnie, Yokoyama, Jennifer, Mendez, Mario F. , VandeVrede, Lawren , Paolillo, Emily W. , Wise, Amy B. , Saloner, Rowan , Forsberg, Leah Kathleen, VandeVrede, Lawren , Mendez, Mario , Paolillo, Emily W , Kaye, Jeffrey , Au-Yeung, Wan-Tai Michael , Dhanam, Sreya , Seeley, William W. , Gorno‐Tempini, Maria Luisa , Forsberg, Leah K. , Kremers, Walter K. , Boeve, Bradley F. , Boxer, Adam L. , Rosen, Howard J. , Walsh, Christine M. , Staffaroni, Adam M. , Appleby, Brian S. , Barmada, Sami , Bozoki, Andrea C , Domoto‐Reilly, Kimiko , Galasko, Douglas , Gavrilova, Ralitza H. , Gendron, Tania F. , Geschwind, Daniel H., Graff‐Radford, Jonathan , Graff‐Radford, Neill R. , Grossman, Murray, Hales, Chadwick M. , Hall, Matthew , Honig, Lawrence, Hsiung, Ging‐Yuek Robin , Huey, Edward D. , Irwin, David J. , Kantarci, Kejal , Knopman, David, Kwan, Justin , Lavigne, Shannon B., Léger, Gabriel C. , Litvan, Irene , Mackenzie, Ian R. , Masdeu, Joseph C , McMillan, Corey T. , Mester, Carly , Molden, Joie, Pantelyat, Alexander , Pascual, Belén , Petrucelli, Leonard , Pressman, Peter , Rademakers, Rosa, Rankin, Katherine P. , Rao, Meghana , Rascovsky, Katya, Roberson, Erik D. , Rogalskı, Emily , Rojas, Julio C. , Savica, Rodolfo , Snyder, Allison , Syrjanen, Jeremy A. , Tartaglia, Maria Carmela , Taylor, Jack C. , Tipton, Philip W. , Vandebergh, Marijne , Weıntraub, Sandra , Wong, Bonnie

Neurology Open Access | February 18, 2026 | Volume: 2 | Issue: 1 | Pages: No page available

10.1212/wn9.0000000000000068 | PMID 41987885 Get It

Patterns of care and clinical outcomes in systemic peripheral T-cell lymphoma: the LEO-MER prospective cohort study
Ruan, Jia , Chen, Zhengming , Larson, Melissa C, Bennani, N Nora, Allen, Pamela B. , Mou, Eric , Wallace, Danielle , Mehta-Shah, Neha, Lossos, Izidore S, Castillo, Luis E Malpica, Vega, Francisco, Inghirami, Giorgio GA, Pongas, Georgios , Akkad, Neha, Casulo, C., Martin, Peter, Cohen, Jonathon B. , Habermann, Thomas M, Maurer, Matthew J., Leonard, John P, Friedberg, Jonathan W. , Cerhan, James R, Flowers, Christopher R, Feldman, Andrew L, Bennani, N. Nora , Chen, Zhengming , Malpica, Luis , Bennani, N Nora , Allen, Pamela Blair , Mehta-Shah, Neha , Lossos, Izidore S , Malpica Castillo, Luis E , Vega, Francisco , Inghirami, Giorgio , Casulo, Carla , Cohen, Jonathon B , Maurer, Matthew , Kahl, Brad S , Cerhan, James R , Flowers, Christopher R , Feldman, Andrew L , Mou, Eric , Wallace, Danielle S , Larson, Melissa C. , Mehta–Shah, Neha , Lossos, Izidore S. , Castillo, Luis Enrique Malpica , Jaye, David L. , Inghirami, Giorgio , Akkad, Neha , Casulo, Carla , Habermann, Thomas M. , Leonard, John P. , Kahl, Brad S. , Cerhan, James R. , Flowers, Christopher R. , Feldman, Andrew L.

Blood Advances | February 18, 2026 | Volume: 10 | Issue: 10 | Pages: 3480-3493

10.1182/bloodadvances.2025018455 | PMID 41707114 Get It

Abstract Few prospective benchmark studies exist to characterize the evolving contemporary real-world practice for peripheral T-cell lymphoma (PTCL). We report the patterns of first-line care and outcomes for 720 patients with systemic PTCL enrolled in 2 related prospective cohort studies, Lymphoma Epidemiology of Outcomes (LEO) from 2015 to 2020 and Molecular Epidemiology Resource (MER) from 2002 to 2015, both followed to 2024. The primary end points were event-free survival (EFS) and overall survival (OS) using Kaplan-Meier estimator and Cox regression model. Secondary end points included correlations of clinical and treatment factors with survival. The most common induction regimens were CHOP (cyclophosphamide, doxorubicin, vincristine, prednisone) based (70%), given as CHOP (36%), CHOP plus etoposide (23%), or CHOP-like plus novel agents (11.5%, including 5% BV-CHP [brentuximab plus cyclophosphamide, doxorubicin, and prednisone]). Consolidative autologous stem cell transplant was performed in 102 patients (14%). Within nodal PTCL, EFS and OS were adversely associated with International Prognostic Index 2 to 5, prognostic index for T-cell lymphoma score 1 to 4, and non–anaplastic large-cell lymphoma (ALCL) subtypes. Within LEO, which captured increasing first-line etoposide and brentuximab vedotin, adding etoposide to CHOP was associated with better OS in anaplastic lymphoma kinase-negative ALCL. BV-CHP showed a trend toward OS improvement in ALCL. Patients failing EFS6 and EFS24 had 5-year subsequent OS of 12% and 17%, respectively. The inferior outcomes in non-ALCL subtypes and patients failing EFS6 and EFS24 highlight unmet needs with CHOP-based induction, where clinical trials with targeted therapy should be prioritized. This trial was registered at www.clinicaltrials.gov as NCT02736357.
Mechanical thrombectomy versus medical management for pediatric ischemic stroke: a systematic review and meta-analysis of comparative studies
Elek, Alperen , Bilgin, Cem , Ghozy, Sherief, Kadirvel, Ramanathan , Brinjikji, Waleed, Kallmes, David F, Ghozy, Sherief , Ghozy, Sherief , Brinjikji, Waleed , Bilgin, Cem , Brinjikji, Waleed , Kallmes, David F.

Journal of NeuroInterventional Surgery | February 18, 2026 | Volume: No volume available | Issue: No issue available | Pages: jnis-2025-024619

10.1136/jnis-2025-024619 | PMID 41708327 Get It

Background Ischemic stroke is an important cause of morbidity and mortality in children, yet no clinical trials have evaluated mechanical thrombectomy (MT) in this population. Consequently, in contrast to adults, pediatric MT remains an off-label intervention. This meta-analysis aimed to assess its safety and efficacy and compare outcomes with medical management (MM). Methods MEDLINE, Scopus, and Web of Science were searched to identify original studies reporting outcomes of MT, with or without intravenous thrombolysis (IVT) in pediatric ischemic stroke. In studies that concurrently reported MT±IVT and MM±IVT within the same study, outcomes from the MM arms were also extracted for comparative analysis. Results Eighteen studies encompassing 612 pediatric patients were included. The pooled successful recanalization rate (thrombolysis in cerebral infarction (TICI) 2b–3) after mechanical thrombectomy was 88.9% (95% confidence interval (CI) 85.65 to 92.06), and 43.9% (95% CI, 38.67 to 49.09) achieved complete recanalization (TICI 3). Favorable functional outcomes (modified Rankin Scale (mRS) 0–2) occurred in 78.6% (95% CI, 69.58 to 87.61) of patients, with mortality and symptomatic intracranial hemorrhage (sICH) rates of 3.9% (95% CI, 1.88 to 5.92) and 1.3% (95% CI, 1.07 to 2.58), respectively. Shift analysis demonstrated a significant overall improvement in functional outcomes with MT±IVT compared with MM±IVT (common (OR), 0.43; 95% CI, 0.30 to 0.63; P<0.001). Conclusion Our findings suggest that MT has a favorable safety and efficacy profile, resulting in a more favorable mRS shift compared with MM in pediatric ischemic stroke. Further research is needed to identify the pediatric stroke patients who are likely to benefit from MT.
Risk Factors for Surgical Revision Following Ventricular Shunt Placement for Idiopathic Normal Pressure Hydrocephalus
Hamouda, Abdelrahman, Kumar, Rahul , Pennington, Zach, Naylor, Ryan M. , McQuinn, Michelle W., Potes, Maria Astudillo , Jusué-Torres, Ignacio, Loomis, Erica, Kim, Brian D. , Heller, Stephanie F. , Ballinger, Beth A. , Graff-Radford, Jonathan, Jones, D. Richard, Cutsforth-Gregory, Jeremy K., Cogswell, Petrice M., Rinaldo, Lorenzo , Meyer, Frederic B., Elder, Benjamin D., Pennington, Zach , Astudillo Potes, Maria D, Loomis, Erica A, Pennington, Zach , Kumar, Rahul , Hamouda, Abdelrahman M. , Jusué-Torres, Ignacio , Graff‐Radford, Jonathan , Jones, David T. , Cutsforth‐Gregory, Jeremy K. , Cogswell, Petrice M. , Elder, Benjamin D.

Operative Neurosurgery | February 18, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1227/ons.0000000000001964 | PMID 41705955 Get It

BACKGROUND AND OBJECTIVES: Ventriculoperitoneal shunt (VPS) placement is a common treatment for idiopathic normal pressure hydrocephalus (iNPH), but patients may require VPS revision. This study aims to evaluate the effectiveness of a standardized VPS placement protocol by comparing indications and rates of shunt revision compared with a historical institutional cohort. METHODS: All patients treated with VPS for “suspected” iNPH at a tertiary care center between January 2000 and January 2023 were retrospectively reviewed and divided into temporally distinct historical (before 2017) and standardized (after 2017) cohorts. Cumulative incidence and timing of VPS revision were compared using competing risks analyses. RESULTS: A total of 561 patients (median age 75.0 years) were identified with 324 (57.8%) in the historical and 237 (42.2%) in the standardized cohorts. Significant variations in surgical technique and shunt hardware were noted between the cohorts. With a median follow-up of 11.4 months for historical and 12.4 months for standardized cohort, shunt revisions occurred in 19.4% and 8.4% of patients in the historical and standardized cohorts, respectively ( P < .001). Revision indications also varied significantly with lower rates of overdrainage ( P < .001), infection ( P < .001), and proximal malfunction ( P = .042) but higher rate of distal malfunction ( P = .03) in the standardized cohort. Notably, no infections were noted in the standardized cohort. CONCLUSION: Risk of shunt revision among iNPH patients may be associated with modifiable factors related to surgical technique and shunt hardware selection. Importantly, no short-term complications such as hemorrhage, infection, or catheter malposition were observed with the standardized protocol. Development and refinement of standardized shunt protocols for iNPH patients should be commonplace to facilitate tracking, identification, and modification of modifiable technical risk factors.
Response Assessment in Pediatric Neuro-Oncology Symposium, Pediatric Society of Neuro-Oncology proceedings: Current status and future initiatives
Fangusaro, Jason, Warren, Katherine, Hargrave, Darren, Gampel, Bradley , Baxter, Patricia A, Perreault, Sébastien , Vézina, Gilbert , Mueller, Sabine, Kram, David E, Erker, Craig, Stuckert, Austin J. , Kazerooni, Anahita Fathi, Mahdi, Jasia , Leary, Sarah, Susan, N., Prados, Michael, Mankad, Kshitij, Salloum, Ralph , Reddy, A. O., Dhall, Girish, Lai, Holly, Rameh, Vanessa , Jaju, Alok , Laughlin, Suzanne , Green, Adam L. , Hwang, Eugene I., Silvera, V Michelle, Ho, Chang Y, Nabavizadeh, Ali, Kline, Cassie , Raju, Praveen, Shivaram, Avula, Kann, Benjamin H, Mirsky, Prof David M, Fangusaro, Jason , Warren, Katherine N, Hargrave, Darren R. , Robinson, Giles , Baxter, Patricia Ann , Mueller, Sabine , Takami, Hirokazu , Kram, David E. , Erker, Craig , Foreman, Nicholas K. , Kazerooni, Anahita Fathi , Leary, Sarah , Chi, Susan N , Prados, Michael D. , Tamrazi, Benita , Mankad, Kshitij , Gonçalves, Fabrício Guimarães , Hansford, Jordan R. , Reddy, Alyssa , Bhatia, Aashim , Bag, Asim Kumar , Wright, Jason N. , Bartels, Ute , Kilburn, Lindsay Baker , Robison, Nathan John , Mangum, Ross , Yeo, Kee Kiat , Lassaletta, Álvaro , Ho, Chang Yueh , Nabavizadeh, Ali , Margol, Ashley , Cohen, Kenneth J. , Avula, Shivaram , Kann, Benjamin H.

Neuro-Oncology Pediatrics | February 18, 2026 | Volume: 2 | Issue: 1 | Pages: No page available

10.1093/neuped/wuag010 Get It

Abstract Response Assessment in Pediatric Neuro-Oncology (RAPNO) is an international working group dedicated to developing standardized recommendations for response assessment in children with central nervous system tumors enrolled on clinical trials. This standardization facilitates easier and more reliable comparison of responses across trials. Since the first RAPNO publication in 2013, response guidelines have been issued for medulloblastoma (MB), low-grade glioma (LGG), high-grade glioma (HGG), diffuse intrinsic pontine glioma, ependymoma, and craniopharyngioma. Many of these guidelines have already been incorporated into clinical trials to evaluate their effectiveness and accuracy. RAPNO has always been predicated on the idea that these consensus recommendations will require updates over time as they are applied in practice given technological advancements, evolving treatment approaches, and growing knowledge of disease pathology. A half-day RAPNO symposium sponsored by the Society of Neuro-Oncology was held in San Diego, California, United States, on May 15, 2025. This event coincided with the 8th Biennial Pediatric Society of Neuro-Oncology meeting. The main objectives were to identify ongoing RAPNO challenges, discuss potential updates, and plan future initiatives across 3 specific groups: (1) LGG/Craniopharyngioma, (2) HGG/diffuse midline glioma (DMG)/Ependymoma, and (3) MB and other seeding tumors. This manuscript reviews the symposium proceedings and highlights key topics and challenges discussed, as well as outlining future RAPNO initiatives.
Deriving wisdom from data: The value and continued rationale for structured data in the era of artificial intelligence–driven oncology care
Emamekhoo, Hamid, Riaz, Irbaz, Martin, Daniel B., Gabriel, Peter E. , Bruckner, Lauren B. , Arafat, Waddah, Fu, Penelope, Liebovitz, David , Stillman, Robert C. , Stapp, Robert T, Perkins, Randa M., Sugalski, Jessica , Heinrichs, Tricia , Tevaarwerk, Amye J., Gabriel, Peter , Emamekhoo, Hamid , Emamekhoo, Hamid , Stillman, Robert C , Heinrichs, Tricia , Tevaarwerk, Amye J , Shah, Neil J , Arafat, Waddah , Freimuth, Robert R. , Stapp, Robert , Perkins, Randa, Tevaarwerk, Amyé

Cancer | February 17, 2026 | Volume: 132 | Issue: 4 | Pages: No page available

10.1002/cncr.70307 | PMID 41701629 Get It

Abstract The adoption of electronic health records (EHRs) has transformed health care, improving efficiency and chart accessibility. However, the widespread reliance on unstructured data entry and the lack of standardized documentation frameworks have resulted in significant data fragmentation across health care systems. The prevalence of unstructured data in EHRs limits their potential for clinical decision support, trial matching, real‐world evidence (RWE) generation, and quality measurement. Data fragmentation in health care triggers a cascade of challenges that ultimately compromise patient care. Clinicians face an excessive documentation burden and struggle to locate critical information buried in unstructured notes. Researchers encounter difficulties in extracting reliable clinical data. EHR vendors grapple with standardizing unstructured information for interoperability, and payers are unable to process unstructured clinical data efficiently to support value‐based care models. These challenges are particularly acute in oncology, where complex clinical elements like cancer staging, disease status, and treatment changes require precise, structured documentation. Emerging artificial intelligence (AI) technologies, such as large language models (LLMs) and ambient listening, offer a path to automate structured data generation while reducing the workload on providers. Here, the authors propose LLM‐based workflows that balance automation with clinician verification, streamlining data entry without compromising accuracy. Realizing these benefits requires coordinated efforts among clinicians, researchers, EHR vendors, payers, and policymakers to align regulatory frameworks with AI‐driven innovations. This article outlines a strategy to enhance structured data capture within EHRs, ultimately improving patient care, research, and health care efficiency.
Cardiac radiotherapy–induced epigenetic memory underlies electrophysiologic and metabolic reprogramming
Jordan, Samuel D. , Fu, Shuhua, Fulkerson, Abigail, Hu, Donghua , Ng, Sherwin, Zhang, David M. , Manikandan, Sneha , Hu, Nan, Xie, Yuqian, Bedi, Anish, Tabor, James , Boggs-Bailey, Lauren, Strong, Lori, Hicks, Stephanie, Aryan, Lavanya, Gabriel, Nishanth , Hugo, Geoffrey D. , Weng, Kuo-Chan, Schwarz, Julie K. , zhang, bo , Rentschler, Stacey , Szymanski, Jeffrey, Szymanski, Jeffrey J. , Aryan, Lavanya , Huebsch, Nathaniel

Journal of Clinical Investigation | February 17, 2026 | Volume: 136 | Issue: 7 | Pages: No page available

10.1172/jci193087 | PMID 41701534 Get It

Stereotactic arrhythmia radiotherapy (STAR) is emerging as a highly effective treatment for ventricular tachycardia (VT). Growing evidence indicates that STAR favorably reprograms the electrical substrate by speeding conduction and/or prolonging repolarization via modulation of ion channel expression, although the mechanisms by which single-fraction radiation mediates durable changes in gene expression are incompletely understood. Here, we identify dynamic changes in the cardiomyocyte epigenome and transcriptome after irradiation (IR) in vivo and in vitro, including durably increased expression and chromatin accessibility of Scn5a (encodes the α subunit of the sodium channel, Na V 1.5), demonstrating a role for epigenetic memory in conduction velocity (CV) increases observed after STAR. Transcriptomic and epigenetic sequencing further identified dynamic changes in gene expression and regulatory regions involved in cellular repolarization, calcium handling, and metabolism after IR. These changes were mirrored by dose-dependent and cell-autonomous changes in repolarization, calcium flux, and mitochondrial respiration, highlighting important cellular processes that may mediate the therapeutic effects of STAR. Overall, we found that cardiomyocytes exposed to a single fraction of high-dose IR exhibited epigenetic reprogramming that mediated broad and dynamic physiologic responses.
Longitudinal peripheral blood multi-omic profiling in seropositive individuals identifies immune endotypes and predictive models for future rheumatoid arthritis conversion
Inamo, Jun , Bylinska, Aleksandra, Smith, M. D., Wright, Christian D., Stephens, Tayte, Feser, Marie L. , Striebich, Christopher C. , O'Dell, James R., Sparks, J., Davis, J. Michael , Graf, Jonathan , McMahon, Maureen , Solow, E. Blair, Forbess, Lindsy J., Tiliakos, Athan N., Horowitz, Diane , James, Judith A., Holers, V. Michael , Deane, KD, Guthridge, Joel M., Zhang, F., Sparks, Jeffrey A. , Sparks, Jeffrey A , Guthridge, Joel M , Zhang, Fan , Smith, Miles, Vanderlinden, Lauren A. , Wright, Christian, O’Dell, James R., Davis, John M., Solow, E. Blair , Forbess, Lindsy, Fox, David A. , Danila, Maria I. , Kay, Jonathan , James, Judith A. , Guthridge, Joel M.

No container title available | February 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.02.12.26346058 | PMID 41757162 Get It

Abstract Individuals who have serum elevations of anti-cyclic citrullinated protein (anti-CCP) antibodies are at risk for developing rheumatoid arthritis (RA), yet immunologic factors that lead to a transition from pre- to clinical RA remain unclear. Here, we used materials from anti-CCP antibody-positive individuals enrolled in a clinical trial that evaluated the efficacy of hydroxychloroquine to prevent clinical RA, and performed multi-modal single-cell profiling (transcriptome, surface proteins, T/B-cell receptor sequencing, and chromatin accessibility) on samples obtained at baseline and at RA onset in those who developed clinical RA (Converters) or follow-up point in matched Nonconverters. At both baseline and follow-up, Converters had expansions of peripheral helper T (Tph) cells and CD8 + T cells expressing GZMK and GZMB , along with elevated potentially autoreactive T-cell receptors in CD4 + T cells compared to Nonconverters. Induction of age-associated B cell signatures was observed in B cells of Converters prior to RA onset. Epigenetic profiling further identified chromatin accessibility changes in Converters over time, particularly within myeloid and NK cells. Lastly, predictive modeling using baseline immune features, including Tph cells, GZMK + XCL1 + CD8 + , and GZMB + CD57 + CD8 + T cells, together with clinical features such as anti-CCP3 levels, RF-positivity, and HLA shared epitope status, stratified RA risk and predicted time to onset. These findings define immune endotypes in pre-RA that could serve as targets for future preventive interventions and be used to stratify the risk of developing clinical RA in anti-CCP antibody-positive individuals.