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Spinal cord imaging for multiple sclerosis: Advances, priorities, and opportunities
Laule, Cornelia , Cohen-Adad, Julien, Witt, Atlee , Luca, Gabriele C. De, Granziera, Cristina , Keegan, B. Mark , Kerbrat, Anne , Klawiter, Eric C, Kolind, Shannon , O’Grady, Kristin P. , Oh, Jiwon, Sivakolundu, Dinesh K. , Smith, Seth A, Vavasour, Irene M, Mainero, Caterina , Alonso-Ortiz, Eva, Krieger, Stephen , Li, David , Shinohara, Russell T, Henry, Roland G, Cooperative, North American Imaging in Multiple Sclerosis (NAIMS), Witt, Atlee A , De Luca, Gabriele C , Bagnato, Francesca R. , Gauthier, Susan A , Bakshi, Rohit , Beck, Erin S , Krieger, Stephen , Keegan, B Mark , Kollind, Shannon H , Granziera, Cristina , O'Grady, Kristin P , Cohen-Adad, Julien , DeLuca, Gabriele C. , Kerbrat, Anne , Klawiter, Eric C. , Oh, Jiwon , Schilling, Kurt G. , Smith, Seth A. , Tozlu, Ceren , Vavasour, Irene M. , Alonso‐Ortiz, Eva , Brier, Matthew R. , Hemond, Christopher C , Li, David K.B. , Shinohara, Russell Taki , Henry, Roland G.

Multiple Sclerosis Journal | June 1, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/13524585261444600 | PMID 42224274 Get It

The spinal cord plays a central role in the pathophysiology and clinical manifestations of multiple sclerosis (MS), yet remains under-studied compared with the brain. This review summarizes key insights from the 2025 North American Imaging in MS Spinal Cord Imaging Workshop, highlighting recent advances, ongoing challenges, and future opportunities in MS spinal cord imaging. We review pathological studies and outline the clinical relevance of spinal cord lesions and atrophy for diagnosis, prognosis, and disease monitoring, highlighting emerging biomarkers of progression independent of relapse activity. Correlations between magnetic resonance imaging, histopathology, and clinical outcomes support the validation and translational potential of advanced spinal cord imaging techniques. Finally, we discuss spinal cord–specific processing pipelines and reproducibility challenges. Collectively, these insights underscore the need to integrate advanced and quantitative spinal cord imaging into clinical trials, research studies, and—when feasible—clinical care, to fully capture the extent of MS pathology, and ultimately improve patient outcomes.
Longitudinal Assessment for Continuing Certification of Anesthesiologists: Utilization, Performance, and Perception of Maintenance of Certification in Anesthesiology (MOCA) Minute
Sun, Huaping , Lee, Youngjun, Harman, Ann E., Macario, Alex, Deiner, Stacie , Minhaj, Mohammed, Cook, David A., Sun, Huaping , Harman, Ann E., Minhaj, Mohammed , Cook, David A. , Warner, David O.

Anesthesiology | June 1, 2026 | Volume: 145 | Issue: 3 | Pages: 724-733

10.1097/aln.0000000000006178 | PMID 42224071 Get It

Background: Longitudinal assessments are increasingly common as a component of continuing certification programs offered by medical specialty boards. The goal of this study was to understand anesthesiologists’ utilization pattern, performance, and perception of the longitudinal assessment program administered by the American Board of Anesthesiology (Raleigh, North Carolina). Methods: The authors analyzed assessment usage and survey data from all anesthesiologists who participated in the Maintenance of Certification in Anesthesiology (MOCA) Minute from January 2018 to December 2019. Results: During the 24-month study period, 25,404 anesthesiologists completed all 120 questions assigned in at least 1 calendar year, collectively 5,801,160 responses to 1,646 unique questions. Participants were more likely to complete questions at the end of each quarter, with the highest frequency at the end of the year. Seventy-five percent of responses were first-time attempts, and 17% were first repeats. The median interval between original question presentation and first repeat was 314 days. The mean ± SD percent correct score was 68.3 ± 8.0% for first-time questions and 75.5 ± 12.6% for first repeats. The mean ± SD time to answer a first-time question was 26.8 ± 13.1 s, with shorter times for questions with correct than incorrect responses (25.0 ± 12.7 vs . 30.7 ± 13.3 s; time difference, −5.69 s; 95% CI, −5.71 to −5.66; P < 0.001). Of 5.11 million responses with ratings of relevance (88.2% of all responses analyzed), 4.86 million (95.2%) were felt to be somewhat or very relevant to practice. The percent correct scores were higher for responses with higher relevance and confidence ratings. For responses rated “not relevant,” “somewhat relevant,” and “very relevant,” the percent correct was 58.5%, 67.6%, and 77.0%, respectively; for responses rated as “unsure,” “somewhat confident,” and “very confident,” the percent correct was 53.6%, 67.9%, and 84.4%, respectively. Conclusions: MOCA Minute was generally used as designed. Evidence of learning was suggested by improved performance on repeat questions.
The evolving role of artificial intelligence in ophthalmology: basic science, translation, and clinical integration
Miller, Meghan N., Hsu, David, Tailor, Prashant D. , Starr, Matthew R.

Current Opinion in Ophthalmology | June 1, 2026 | Volume: 37 | Issue: 5 | Pages: 367-377

10.1097/icu.0000000000001225 | PMID 42224074 Get It

Purpose of review Ophthalmology has emerged as the proving ground for medical artificial intelligence (AI) because of its imaging-centric workflows, standardized data acquisition, and well defined clinical endpoints. Recently, the field has started transitioning from narrowly trained, task-specific algorithms toward multimodal models that are trained on large datasets and can be adapted to many tasks. These models may integrate information from images, text, and clinical data and are increasingly trialed in real-world settings. This review examines recent advances and ongoing controversies in the use of AI as a basic science, translational, and clinical research tool in ophthalmology. Recent findings Recent literature highlights the growing role of self-supervised and foundation models for scalable phenotyping, biomarker discovery, and cross-task generalization, particularly in retinal imaging and optical coherence tomography (OCT). In parallel, large-scale clinical deployments, including cloud-based OCT platforms and autonomous diabetic retinopathy screening, demonstrate clinical impact while revealing persistent challenges related to workflow integration and patient generalizability. Regulatory and ethics-focused studies underscore increasing attention to validation rigor, bias, and postdeployment monitoring, exposing heterogeneity in research standards and physician practices. Summary Ophthalmic AI is maturing toward real-world clinical implementation. Future progress will depend less on performance gains alone and more on clinical alignment, rigorous validation, equity-aware evaluation, and postdeployment surveillance, alongside continued investment in basic science to advance disease understanding and inform robust, generalizable model development.
Is It Possible to Prevent Atrial Fibrillation After Cardiac Surgery, or Is It Inevitable?
Wieruszewski, P M, Wieruszewski, Patrick M , Wieruszewski, Patrick M.

Critical Care Medicine | June 1, 2026 | Volume: 54 | Issue: 7 | Pages: 1821-1823

10.1097/ccm.0000000000007198 | PMID 42223324 Get It

Clinicopathologic, molecular, and treatment features of metastatic and distantly recurrent extramammary Paget disease: Mayo clinic experience
Suleiman, Riham , Guo, Ray, Lohman, Mary E. , Thomé, Stephan D. , Pagliaro, Lance C. , Bayne, Harry E Fuentes, Fuentes, Harry E , Markovic, Svetomir N. , Hálfdánarson, Þorvarður R. , Bayne, Harry E. Fuentes

The Oncologist | May 30, 2026 | Volume: 31 | Issue: 7 | Pages: No page available

10.1093/oncolo/oyag220 | PMID 42231129 Get It

Abstract Background Extramammary Paget disease (EMPD) is a rare cutaneous adenocarcinoma. While localized disease has an excellent prognosis, metastatic EMPD is aggressive with no standardized systemic therapy. This study characterizes the clinicopathologic and molecular landscape of metastatic/recurrent EMPD to identify therapeutic vulnerabilities. Patients and methods We conducted a retrospective cohort study of 26 patients with metastatic or distantly recurrent EMPD treated at Mayo Clinic (2000-2025). Descriptive statistics were used to summarize baseline characteristics. Survival outcomes were estimated using Kaplan–Meier methods, with group comparisons performed using log-rank testing. Continuous variables were compared using nonparametric tests, and categorical variables were analyzed using appropriate comparative tests. Pathway-level genomic correlations with TCGA reference cohorts were assessed using Spearman rank correlation. Treatment responses were retrospectively evaluated from radiologic reports. Results The cohort was predominantly male (73.1%) and White (92.3%), with a median age of 68 (IQR, 53-79). Lymph nodes were the most common metastatic site (61.5%). The median overall survival (OS) was 20.0 months (95% CI, 0-40.4). IHC showed universal CK7 and GATA3 positivity, with 80% androgen receptor (AR) expression. HER2 was positive (3+) or amplified in approximately one-third of cases. NGS revealed frequent mutations in TP53 (68.8%), ERBB2 (50%), and CDKN2A/B (50%). A “triple-hit” deletion at the 9p21 locus (CDKN2A/B/MTAP) was identified in 25% of cases. Genomic profiling showed strong similarity to HER2+ breast and urothelial carcinomas. HER2-directed therapy was associated with longer overall survival (median OS 73.0 months [95% CI, 0-177.9] vs 19.0 months [95% CI, 0-41.4]; HR 0.50 [95% CI, 0.0-177.9], P = .3), although this difference did not reach statistical significance. Conclusion Metastatic EMPD exhibits distinct clinicopathologic and molecular features, including high AR and HER2 expression, TP53 and CDKN2A/B alterations, and similarity to systemic HER2+ malignancies. The observed activity of HER2-directed therapies in this cohort suggests the potential value of further investigating biomarker-guided treatment strategies in metastatic EMPD. NGS-guided profiling may inform precision treatment strategies, including AR-targeted therapy and emerging MTAP-directed approaches.
Vascular endothelial growth factor receptor-1 (VEGFR-1) knock-down is protective against hypoxia, Aβ1-42 oligomer and Aβ1-42 fibril -induced neuronal cell death: implications in AD pathogenesis
Li, Zonghua , Rachamala, Hari Krishnareddy, Castanedes-Casey, Monica, Kulkarni, Tanmay, Chakravarty, Trisha, Dutta, Shamit, Wang, Enfeng , Dickson, Dennis, Mukhopadhyay, Debabrata, Das, Pritam , Angom, Ramcharan Singh , Rachamala, Hari Krishnareddy, Castanedes‐Casey, Monica , Mukhopadhyay, Debabrata

Frontiers in Neuroscience | May 29, 2026 | Volume: 20 | Issue: No issue available | Pages: No page available

10.3389/fnins.2026.1799391 | PMID 42292330 Get It

Introduction Recent transcriptome analysis has demonstrated increased expression of Vascular Endothelial Growth Factor receptor-1 (VEGFR-1/FLT1) and in AD brain. Increased expression of VEGFR1 and its ligand VEGFB were associated with a more rapid rate of cognitive decline, providing evidence of a potential link between increased VEGFR-1 expression in AD pathogenesis. In this study, we explored the potential role of VEGFR-1 expression in neurons on AD pathology. Methods To confirm VEGFR1 expression in AD brains, we first performed immunostaining in AD brain sections (AD - Braak stage V-VI, and normal controls - Braak 0-II). And to determine a potential detrimental role of neuronal VEGFR1 expression on AD associated pathologies, we exposed SH-SY5Y human neuroblastoma cells and mouse primary neurons to either hypoxia conditions (1%O 2 ) or 5 μ Aβ1-42 oligomers or fibrils for 24, 28 and 72hrs. Results In this study, we found preferential staining of VEGFR-1 in the neuropil and neuronal cell bodies both in AD and Control hippocampus and increased VEGFR-1 immunoreactivity in dystrophic neuritic processes in the vicinity of Thio-S positive amyloid plaques in AD brains. And treatment of SH-SY5Y human neuroblastoma cell line and mouse primary neurons, with either hypoxia conditions or Aβ1-42 oligomers, resulted in increased VEGFR-1 expression and cleaved caspase 3 activation, leading to neuronal toxicities/cell death. Similarly, treatment with Aβ1-42 fibrils also increased VEGFR-1 and cleaved caspase 3 protein levels in the SH-SY5Y cells whereas treatment with Aβ1-42 monomers had no effect on VEGFR-1 expression. In addition, we show that over-expression of VEGFR-1 intracellular domains in SH-SY5Y cells directly induced neuronal toxicities and importantly, siRNA-mediated knockdown of VEGFR-1 in neurons prevented the hypoxia, Aβ1-42 oligomer and Aβ1-42 fibril-induced toxicities and cell death phenotypes. Treatment with either hypoxia or Aβ1-42 oligomers also reduced expression of cell survival genes including VEGFR-2 and Hippo pathway YAP1 and siRNA-mediated VEGFR-1 knockdown in the neurons normalized expression of both VEGFR-2 and YAP1. Using differential gene expression analysis, we demonstrated upregulation of several inflammatory/interferon-stimulated genes (ISGs) as well as increased expression of genes involved in activation of oxidative stress and cell death pathways in response to Aβ1-42 oligomers treatment in mouse primary neurons. And siRNA-mediated VEGFR-1 knockdown in the mouse primary neurons, reduced gene expression of both the ISGs and oxidative stress/cell death pathways in response to Aβ1-42 oligomer treatment. Discussion In summary, these results show that siRNA-mediated knockdown of VEGFR-1 in neurons significantly prevented hypoxia, Aβ1-42 oligomer and Aβ1-42 fibril-induced cellular toxicities and cell death phenotypes, indicating a potential detrimental role of aberrant VEGFR-1 expression and signaling in response to AD associated pathologies.
Accuracy, readability, and health information quality of AI chatbot responses for patient education on intermittent fasting in chronic kidney disease: a prospective structured evaluation
Shah, Joel , Wells-Gatnik, William, Palmer, Biff, Acharya, Prakrati, Cheungpasitporn, Wisit, Wells-Gatnik, William David , Cheungpasitporn, Wisit

Frontiers in Nephrology | May 29, 2026 | Volume: 6 | Issue: No issue available | Pages: No page available

10.3389/fneph.2026.1857793 | PMID 42290829 Get It

Background Intermittent fasting (IF) represents a dietary strategy with known metabolic benefits, however its safety and applicability in patients with chronic kidney disease (CKD) remains poorly understood. AI chatbots’ reliability for clinical and dietary guidance in clinically complex areas remains underexplored. No study has examined AI performance on IF in patients with CKD. This study evaluated the accuracy, consistency, readability, and quality of responses generated by ChatGPT-5 and Claude 4.5 Sonnet regarding IF in CKD. Methods Twenty-five patient-centered questions spanning seven clinical domains were developed by two board-certified nephrologists and submitted independently to ChatGPT-5 and Claude 4.5 Sonnet twice per model. Prompts were submitted under standard and unmodified user conditions without customized system instructions to represent a zero-shot evaluation that is illustrative of typical patient use. Responses were evaluated for accuracy, consistency (comparatively between responses), and appropriateness by the evaluators. Response readability and quality were assessed using the Flesch-Kincaid Grade Level (FKGL) formula and the DISCERN instrument respectively. Results Both ChatGPT-5 and Claude 4.5 Sonnet demonstrated identical accuracy scores during the first question prompts with notable improvement upon re-prompting after 24-hours. Both models demonstrated an identical internal consistency at 90%. ChatGPT-5 produced responses at the middle school level, better aligned with the US adult health literacy benchmark, while Claude 4.5 Sonnet generated responses at the high school level. DISCERN scoring was comparable between chatbots indicative of good response quality. Both chatbots had similar performance regarding individual subdomains. Conclusions Both chatbots illustrated clinically accurate and cautious responses to questions regarding IF in CKD. ChatGPT-5 responses were better suited to the average health literacy of the general United States adult population. Despite our findings, we do not recommend either chatbot be used as the primary source for clinical counseling regarding IF in CKD. It is important for clinicians to help to guide patients toward evidence-based clinical information.
Safety, tolerability, and efficacy of GLP-1 receptor agonists (GLP-1 RA) in the management of post–liver transplant weight gain: A multicenter, observational study
Khan, Mohammad Qasim , Becchetti, Chiara , Jouid, M R, Mortuza, Rokhsana , Panda, Saurav, Pierluissi, Valeria , Stegagnini, M. , Bajunayd, Amani, Viganò, Raffaella, Ogunsakin, E, Elzaanoun, Reyad, Wadhwani, Arpana Kumari, Belli, Luca Saverio, Berzigotti, Annalisa, Watt, Kymberly D., Khan, Mohammad Qasim , Punchhi, Gopika , Viganò, Raffaella , Ogunsakin, Ropo Ebenezer , Elzaanoun, Reyad, Berzigotti, Annalisa , Watt, Kymberly D.

Liver Transplantation | May 28, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1097/lvt.0000000000000917 | PMID 42208060 Get It

Post–liver transplant (LT) weight gain and metabolic dysfunction predispose to cardiovascular (CV) morbidity, allograft steatosis, and reduced long-term survival. Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) promote weight loss and improve cardiometabolic health, yet evidence in liver transplant recipients (LTRs) is limited. We aimed to evaluate the safety, tolerability, and efficacy of GLP-1 RAs in post-LT weight management. We performed a multicenter retrospective cohort study of adult LTRs treated with GLP-1 RAs across 4 international centers (January 1, 2010–June 30, 2025). Regular GLP-1 RA users were compared with matched non-users by age, sex, obesity, and diabetes status, transplant year, and center. The primary outcome was the change in body weight 1-year post-exposure. Secondary outcomes included glycemic and lipid profiles, kidney and allograft function, immunosuppression effects, major adverse cardiovascular events (MACE), and adverse effects. Longitudinal analyses used linear mixed models with multiple imputation. Among 104 GLP-1 RA users, 68.3% initiated therapy for diabetes; subcutaneous semaglutide was most used at a median dose of 0.82±0.46 mg weekly. Treatment led to significant reductions in body weight (−3.8 kg; −3.9%, p <0.001), body mass index (BMI) (−1.6 kg/m 2 ; −5.0%, p <0.001), and glycated hemoglobin (HbA1c) (−0.48%, p =0.002), with modest lipid improvement. Liver function tests and immunosuppression trough levels remained stable, and no treatment-limiting adverse events occurred. In matched analyses (80 GLP-1 RA users vs. 116 non-users), GLP-1 RAs facilitated greater weight loss (−3.4 kg difference, p =0.009) and HbA1c reduction (−0.43% difference in HbA1c, p =0.042) without increased risk of allograft dysfunction, T-cell–mediated rejection (TCMR), or MACE. This multicenter, international study demonstrates GLP-1 RAs are safe and moderately effective in reducing weight and improving metabolic parameters post-LT, without adverse effects on allograft function or immunosuppression, despite limitations of low dosing. Prospective, randomized trials of GLP-1 RAs in LTRs are thus warranted.
A global multicenter, open-label, randomized, phase 3 registrational study of lisaftoclax (APG-2575) in previously treated chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL/SLL): GLORA trial in progress.
Ailawadhi, Sikander, Musuraca, Gerardo, Jurczak, Wojciech, Gutierrez, Antonio, Иванов, В В , Misyurina, Elena, Наилевна, Хусаинова Гульнара, Tumyan, Gayane, Visentin, Andrea, Tani, Monica , Tomuleasa, Ciprian, Mikuskova, Eva, Yang, Dajun, Zhai, Yifan, Davids, Matthew S. , Ailawadhi, Sikander , Musuraca, Gerardo , Jurczak, Wojciech , Šimkovič, Martin , Malek, Sami N. , Nikitin, Eugene A. , Misyurina, Elena N , Khusainova, Gulnara N. , Tumyan, Gayane Sergeevna , Tomowiak, Cécile , Dû, Katell Le , Visentin, Andrea , Tomuleasa, Ciprian , Yang, Dajun, Zhai, Yifan

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

10.1200/jco.2026.44.16_suppl.tps7101 Get It

TPS7101 Background: Patients with high-risk CLL/SLL not achieving a complete response (CR) after ≥ 12 months of BTK inhibitor (BTKi) monotherapy remain at risk for early progression due to residual disease and BTKi resistance. A BCL-2 inhibitor (BCL-2i) introduces a complementary, BCR-independent apoptotic mechanism that may deepen responses and prolong progression-free survival (PFS). Lisaftoclax, a selective oral BCL-2i with a short half-life (4-6 h), enables once-daily dosing and is approved in China as second-line CLL therapy. Lisaftoclax monotherapy has demonstrated overall response rates (ORRs) of 67% in relapsed/refractory CLL and 62.5% in BTKi-refractory disease, including del(17p)/ TP53 -mutated cases. Lisaftoclax combined with acalabrutinib achieved ORRs >97% with favorable tolerability. This study evaluates whether lisaftoclax plus BTKi (acalabrutinib, zanubrutinib, or ibrutinib) improves PFS and/or overall survival (OS) (vs continued BTKi monotherapy) in patients with CLL/SLL and residual disease after prolonged BTKi treatment. Methods: This study will enroll approximately 440 patients randomly allocated to receive lisaftoclax plus BTKi or BTKi alone. Eligible patients have CLL/SLL and, after ≥12 months of BTKi monotherapy (lines 1-3), have achieved neither CR nor progressive disease (PD). Randomization is stratified by del(17p)/ TP53 status. Key inclusion criteria include age ≥18 years, ECOG PS 0-2, and residual disease with either high-risk features (del(17p)/ TP53 mutation, unmutated IGHV , or complex karyotype [≥5 abnormalities]), or measurable residual disease with lymph nodes ≥2.5 cm in the absence of high-risk features. Exclusion criteria include prior BCL-2i therapy or Richter transformation. Patients in the investigational arm will undergo a 5-day oral lisaftoclax ramp-up to 400 mg once daily plus physician's choice of BTKi in 28-day cycles until progression or toxicity. Control patients continue their current BTKi monotherapy. Safety and disease assessments (CT/MRI) will occur regularly. The primary endpoint is PFS by independent review committee (iwCLL 2018); key secondary endpoint OS; and other secondary endpoints, PFS by investigator, ORR, duration of response, MRD negativity, and safety. Enrollment is ongoing across 126 sites in 18 countries (ClinicalTrials.gov ID: NCT06104566). Clinical trial information: NCT06104566 .
ROCKET-CLL: A randomized, open-label, multicenter, phase 3 study of rocbrutinib (LP-168) versus pirtobrutinib in covalent BTK inhibitor (cBTKi) in pretreated relapsed or refractory (R/R) chronic lymphocytic leukemia (CLL)/small lymphocytic lymphoma (SLL).
Chen, Anna, Woyach, Jennifer A. , Seymour, John F. , Brander, Danielle M., Tan, Fenlai , Anthony, Stephen P. , Shang, Kewei, Shen, Yue, Lou, Yejiang, Byrd, John C., Brander, Danielle M. , Stephens, Deborah M. , Kay, Neil E. , Chen, Yi, Byrd, John C.

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

10.1200/jco.2026.44.16_suppl.tps7100 Get It

TPS7100 Background: Bruton tyrosine kinase covalent inhibitors (cBTKi) have been transformative in CLL treatment. Despite achieving extended remissions, in most patients disease still relapses despite cBTKi therapy, often associated with BTK C481 mutations. Non-covalent BTKi (ncBTKi), including pirtobrutinib, can overcome this resistance (Sharman et al. ASCO . 2025). Pirtobrutinib received FDA approval in Dec 2025, for R/R CLL/CLL patients pretreated with cBTKi. Rocbrutinib (LP-168) is a highly selective next-generation BTKi that can covalently bind wild-type and gatekeeper mutations (T474X, commonly seen in patients relapsed after pirtobrutinib) and non-covalently target C481-mutated BTK , with preclinical efficacy in treatment-naïve and BTKi-resistant CLL (Gordon et al. IWCLL . 2025). In the rocbrutinib phase 1 trial (NCT04775745), encouraging safety and efficacy have been observed in CLL patients with prior exposure to BTKi and/or BCL2 inhibitor (BCL2i) (Woyach et al. Blood. 2025). Presented here is the design of a phase 3 trial aiming to compare the efficacy of rocbrutinib versus pirtobrutinib in cBTKi-pretreated R/R CLL/SLL patients. Methods: ROCKET-CLL (NCT07342478) is a randomized, open-label, multicenter, phase 3 study comparing rocbrutinib (Arm 1) to pirtobrutinib (Arm 2) in R/R CLL/SLL subjects who previously received treatments including covalent BTKi. Eligible subjects must require treatment per 2018 iwCLL criteria, have measurable lesions by CT, an ECOG performance score of 0-2, and adequate hematologic and other organ functions. About 306 subjects will be randomized 1:1 based on stratification factors such as 17p deletion/ TP53 mutation presence, reasons for discontinuing prior cBTKi, prior BCL2i treatment, and geographic region. Participants assigned to each arm will receive rocbrutinib (200 mg QD) or pirtobrutinib (200 mg QD) tablets continuously until disease progression, unacceptable toxicity, withdrawal, or other study discontinuation criteria are met. The primary endpoint is progression-free survival (PFS), assessed by an independent review committee (IRC) per iwCLL 2018 criteria with CLL (Hallek et al. 2018) and Lugano 2014 criteria with SLL (Cheson et al. 2014). Important secondary endpoints include overall survival (OS), time to next treatment (TTNT), event-free survival (EFS), overall response rate (ORR), duration of response (DOR), PFS assessed by investigator (INV), concordance between IRC and INV PFS, safety and tolerability, and population PK. Exploratory endpoints include health-related quality of life and biomarker assessment. Recruitment is ongoing. Clinical trial information: NCT07342478 .