Citations

Abstract AI-powered pathology foundation models provide general-purpose representations of histopathological images by encoding image tiles into numerical embeddings. However, these embeddings are not directly interpretable in biological or clinical terms and must be translated into biologically meaningful features, such as cell-type composition or gene expression, to enable downstream clinical applications. To bridge this gap, we developed STpath, a framework that integrates histopathology image embeddings derived from existing pathology foundation models with matched, spatially resolved transcriptomics data. STpath consists of cancer-specific XGBoost models trained to infer cell-type compositions and gene expression from histopathology image tiles. We evaluated STpath in colorectal and breast cancer datasets and showed that it provides accurate estimates of the composition of major cell types and the expression of a subset of genes, with further performance gains achieved by combining embeddings from multiple foundation models. Finally, we demonstrated that STpath inferred features that can be used in downstream studies to evaluate their associations with clinical outcomes.

Bruton tyrosine kinase inhibitors (BTKis) and BCL2 inhibitor (BCL2i)–containing regimens significantly improve survival outcomes in patients with chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL/SLL). Results from randomized clinical trials have demonstrated that time-limited treatment with BCL2i-containing regimens resulted in higher rates of undetectable measurable residual disease (uMRD) than BTKi monotherapy or chemoimmunotherapy (CIT). Pirtobrutinib (a noncovalent BTKi) and lisocabtagene maraleucel (CD19-directed CAR T-cell therapy) are newer options for relapsed or refractory disease after prior therapy with BTKi and BCL2i-contining regimens. Histologic transformation of CLL/SLL to diffuse large B-cell lymphoma (Richter transformation) is associated with a poor prognosis. Molecular analysis to determine whether there is clonal relationship between CLL/SLL and transformed diffuse large B-cell lymphoma is useful to select an appropriate treatment option. These NCCN Guideline Insights highlight significant updates to the NCCN Guidelines for the treatment of CLL/SLL and Richter transformation.

Abstract A challenge in the implementation of rapid risk-stratification algorithms for patients with suspected acute coronary syndrome is the turnaround time for cardiac troponin (cTn) from blood sampling to reporting of results. Measurement of cTn in whole blood using point of care (POC) offers a solution. There is lack of consensus on how these instruments should be assessed and deployed when implemented into routine practice. A pragmatic strategy is needed to balance the requirement for appropriate evaluation, validation and local verification of POC high sensitivity (hs) cTn assays whilst avoiding unnecessary duplication of previously conducted work using central laboratory assays. The International Federation of Clinical Chemistry and Laboratory Medicine Committee on Clinical Application of Cardiac Bio-Markers (IFCC C-CB) has developed an educational document to provide practical suggestions as to how hs-cTn POC assays may be implemented in acute health care settings and networks. The objective of this document is to provide a pragmatic framework for implementation of such systems. The article describes the validation and verification procedures and outlines what should be the responsibility of the manufacturers and provides recommendations on how a local verification may be undertaken before instruments are implemented into routine clinical practice.

TPS913 Background: A subset of patients with MIBC who receive neoadjuvant therapy (NAT) prior to radical cystectomy (RC) have a pathologic complete response (pCR) at the time of RC. With pCR rates of 22-42% in patients with MIBC following NAT (+/- ICI), whether a subset of patients with good clinical response to NAT can avoid RC is an important unanswered question, especially with the development of more active systemic therapies. HCRN 16-257 evaluated maintenance nivolumab in lieu of cystectomy in patients with MIBC who experienced clinical complete response (cCR) following neoadjuvant GC and nivolumab. The cCR rate was 48%, but 8/33 (24%) patients who elected bladder preservation subsequently underwent cystectomy for local disease recurrence. The RETAIN trial also evaluated omission of local therapy following neoadjuvant therapy with a 2-year bladder preservation rate in patients with ≤T1 disease following NAC of 54% (22/41). Of the 9/25 (36%) patients on that trial developed metastatic disease, 8/9 developed localized disease before metastasizing. These data illustrate the critical role that local therapy plays in patients with MIBC. For this reason, we believe that radiotherapy to the bladder combined with ICI will improve bladder intact event-free survival (BI-EFS). This trial also allows for patients to opt for bladder preservation based on a good clinical response to NAT. Methods: This is a single arm, phase 2 trial (NCT07061964) evaluating risk-adapted bladder preservation therapy for patients with MIBC following NAT. NAT consists of any NCCN guideline concordant therapy for MIBC. Patients with cT2-T4aN0M0 MIBC who complete NAT will be eligible if they have ≤T1 disease on post-NAT TURBT, confirmed by biopsies of prior tumor sites and systematic sampling (left/right lateral walls, dome, posterior wall, trigone). Patients will receive 55 Gray (Gy) in 20 fractions of radiotherapy (RT) to the bladder with 1 year of pembrolizumab. The primary objective is to evaluate whether 3-year BI-EFS is at least 70% in participants with < = T1 (without multifocal CIS) following NAT and RT with 1 year of pembrolizumab. Secondary objectives include local muscle invasive recurrence-free survival, metastasis-free survival (MFS), overall survival (OS), the rate of salvage cystectomy, and evaluation of the frequency and severity of toxicities in participants who receive RT and pembrolizumab. Plasma and urine will be banked for future correlative studies. S2427 was activated in September 2025 with an accrual goal of 111 patients. Clinical trial information: NCT07061964 .

LBA629 Background: Whether BCG strain influences clinical efficacy is unclear. BCG shortages and a reliance on a single strain may impact disease outcomes. Evidence also suggests that priming with intradermal (ID) BCG vaccination prior to intravesical (IVe) BCG enhances anti-tumor immunity and cancer clearance. Co-primary objectives address these issues. Methods: The trial design calls for 924 eligible patients with BCG naïve non-muscle invasive bladder cancer (NMIBC) (HG Ta/T1 +/- CIS or CIS alone) with negative purified protein derivative (PPD) to be randomized in a 1:1:1 ratio, to IVe TICE (Arm 1), IVe Tokyo-172 (Arm 2), or ID + IVe Tokyo-172 (Arm 3) BCG, stratifying on age group and clinical stage. IVe BCG included 6 weekly instillations (induction) and three weekly instillations (maintenance) at 3 and 6 months (mo), then every 6 mo for 3 years. Objective 1 tests whether Tokyo-172 BCG is non-inferior (NI) to TICE BCG, specifying a NI hazard ratio=1.34 (84% power). Objective 2 tests whether priming with ID prior to IVe Tokyo-172 is superior to IVe Tokyo-172 (HR=0.71, 83% power). The primary endpoint is high-grade recurrence-free survival (HG-RFS) censored at last cystoscopy, using a one-sided α=0.021 for each test. A Cox model adjusting for the stratification factors is used. Secondary endpoints include adverse events, 6-mo biopsy-proven complete response (CR) in patients with CIS +/- Ta, T1, duration of CR, PPD conversion and HG-RFS, progression-free survival (PFS) and quality of life. Max follow-up is 5 years. Results: 1000 (984 eligible) patients were enrolled from 2/17-12/20. Median (IQR) follow up is 4.6 (3.6, 5.0) yrs. Median age (range) is 70 yrs (26, 99), 17% are female, 9% are non-white, and 34% had CIS at entry. HG-RFS, CR, duration of CR at 4 yrs, and PFS were similar among arms (Table). PPD conversion occurred in 29% and was not correlated with HG-RFS. Gr 1-2 AE rate was similar (67%, 71%, and 67%) and Gr 3-4 (no Gr 5s) rate was 6%, 11%, and 14% for Arms 1,2, and 3, respectively. Conclusions: Tokyo-172 is non-inferior to TICE BCG in terms of HG RFS and CIS CR and is similar for PFS. Gr 3-4 AE rate is higher with Tokyo-172. Priming with Tokyo-172 BCG does not improve HG RFS. PPD conversion is not prognostic. Clinical trial information: NCT #03091660 . CIS Component N (eligible) 5-yr HG RFS HG RFSHR (95.8% CI) @ 5-yrPFS PFS HR(95% CI) @ CR %(95% CI) 4 yr CR duration Tice Ive 333 (330) 58% 79% 62%; 71/114(53%, 71%) 80% Tokyo Ive 332 (327) 64% *0.82(0.63, 1.08) 79% *0.99(0.70, 1.39) 60%; 66/110(50%, 69%) 83% Tokyo ID + Ive 335 (327) 63% **1.00(0.76, 1.33) 77% **1.07(0.76, 1.51) 63%; 69/109(54%, 72%) 80% 3 mo. PPD + conversionY vs. N 782 evaluable225 (29%)557 (71%) 69%67% ^HR=0.91(0.68, 1.22) * Tokyo-172 vs. Tice, ** Tokyo Priming vs. Tokyo no priming. ^conversion to PPD + vs. – @ adjusted for 2 strat factors (and arms for PPD model). PFS event = MIBC, metastasis, or death.

Abstract Background Clival metastases are a rare and clinically aggressive manifestation of advanced prostate cancer, associated with cranial nerve palsy and poor survival. The molecular features of prostate cancers giving rise to clivus metastases remain unknown. Patients and methods We performed a multi-center retrospective study across six institutions, identifying prostate cancer patients with radiographically confirmed clival metastases and available next-generation sequencing (NGS) data. Baseline characteristics and clinical outcomes were collected. Genomic alterations from tissue- and/or blood-based assays were aggregated at the patient level and compared with a publicly available metastatic castration-resistant prostate cancer (mCRPC) cohort (SU2C/PCF). Results Fifty-nine patients with clival metastases contributed 87 molecular assays. More than half of patients had Gleason grade group 5 cancer and presented with de novo metastatic (M1) disease. The median interval from initial prostate cancer diagnosis to clival metastasis was 71.4 months (95% CI, 42.0-101.7), while median overall survival following clival involvement was only 15.3 months (95% CI, 6.9-22.8). Compared with the SU2C/PCF mCRPC cohort, clival metastases showed significant enrichment of BRAF and CHEK2 alterations as well as homologous recombination repair (HRR) with relative depletion of AR-related, PI3K pathway, and G2–M pathway alterations. Conclusion Prostate cancers giving rise to clival metastases exhibit a distinct molecular profile enriched for DNA damage–repair and RAF kinase alterations, suggesting unique metastatic biology and potential therapeutic vulnerabilities.