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217 citation(s) found for "Rabe, Kari".

Profiling drug sensitivity in CLL B cells after BTK inhibitor progression using a novel drug panel
Han, Weiguo, Guzman, Emmanuel Contreras, Bhattacharya, Aisharya, Sinha, Sutapa, Wang, Zhiquan, Rabe, Kari, Anthony, Stephen, Gray, Nathanael, Crabtree, Gerald, Braggio, Esteban, Kenderian, Saad, Parikh, Sameer, Kay, Neil, Gray, Nathanael S. , Gray, Nathanael S , Han, Weiguo, Guzman, Emmanuel Contreras, Bhattacharya, Aisharya, Sinha, Sutapa, Wang, Zhiquan, Rabe, Kari, Anthony, Stephen, Gray, Nathanael, Crabtree, Gerald, Braggio, Esteban, Kenderian, Saad, Parikh, Sameer, Kay, Neil

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 7407-7407

10.1182/blood-2025-7407 Get It

Abstract Introduction: Although current clinical treatment approaches targeting Bruton Tyrosine Kinase (BTK) and BCL2, either as monotherapy or in combination are highly effective in chronic lymphocytic leukemia (CLL), CLL remains incurable. Identifying novel drugs that are potent and effective in the relapsed/refractory (RR) setting remains an unmet need. Methods: Utilizing the CellTiter-Glo 2.0 Cell Viability Assay, we have developed a preclinical drug screening platform which allows conducting drug sensitivity profiling of primary peripheral blood mononuclear cells (PBMCs) collected from CLL patients to a panel of drugs, in the presence and/or absence of bone marrow stromal cells (BMSCs). This unique system mimics the in vivo stromal microenvironment in CLL and enables testing of multiple drug responses in primary patient samples, particularly when leukemic cell numbers are low. In this study, we employed this high throughput drug screening platform to profile drug sensitivity in CLL B cells after disease progression on a BTK inhibitor (BTKi) to a panel of 12 drugs, including inhibitors of BCL2 (venetoclax and LP-118 [Newave]), AXL (TP-0903), histone deacetylase (panobinostat and belinostat), p53 (eprenetapopt and idasanutlin), proteasome (carfizomib) and Type III Receptor Tyrosine Kinase (crenolanib), next generation BTKi (LP-168 [Newave]), as well as a novel anti-cancer drug transcriptional chemical inducer of proximity (TCIP1) and the natural green tea extract (GTE) product Sunphenon 90D (Taiyo International). After 24-hour drug exposure, leukemic cell viability was measured, killing curves and IC50 levels generated and calculated by nonlinear curve regression in GraphPad Prism. Results: Using the Mayo Clinic CLL Database and the Mayo Clinic CLL Tissue Bank, we identified 47 patients with RR CLL, all of whom experienced disease progressionon a BTKi (35 ibrutinib +/- CD20 antibody, 10 acalabrutinib +/- CD20 antibody, 2 other). Median age at BTKi initiation was 64 years (range, 41-82), and 36 (77%) were male. IGHV status was unmutated in 44 (94%) patients, FISH at diagnosis showed del17p in 11 (27%), del11q in 6 (15%), +12 in 5 (12%), del13q in 12 (30%), and not detected in 6 (15%) patients. TP53 mutation was seen in 13 (32%) patients at the start of BTKi therapy. Median number of lines of CLL therapy prior to start of BTKi was 2 (range, 0–8); 13 patients received BTKi as their first-line therapy. Our drug screening results showed definite responses to all tested drugs based on dose range generated killing curves and IC50 levels for 30 RR CLL patient samples, though results varied. Among 12 drugs tested, LP-118 (0.1nM), venetoclax (2.6nM), carfizomib (2.2nM), TP-0903 (116.2nM), crenolanib (1769nM), and TCIP1 (1805nM) demonstrated the highest killing effects, while the remaining generated killing but at higher doses: belinostat (6800nM), eprenetapopt (4500nM), idasanutlin (4900nM), LP-168 (7500nM) and GTE (55.6uM). We also observed that RR CLL cohort exhibited significantly increased drug resistance to most of the tested drugs in the presence of BMSCs with corresponding increases in IC50s (with vs. without BMSCs, fold-change respectively): LP-118 3.92-fold, venetoclax 1.98-fold, carfilzomib 2.58-fold, TP-0903 1.65-fold, panobinostat 204.23-fold, TCIP1 1.91-fold, crenolanib 1.31-fold, idasanutlin 1.69-fold, belinostat 6.14-fold, LP-168 1.29-fold, eprenetapopt 3.44-fold and GTE 1.08-fold (11 out of 12 with p-values <0.05 except for GTE which was not significant, Mann-Whitney U test). We found that even for three drugs with the strongest killing effect based on IC50 levels (LP-118, venetoclax, carfilzomib), their killing effects were significantly reduced in the presence of BMSC (p=0.0002, 0.0002, and <0.0001, respectively). Conclusions: Our results highlight the spectrum of currently available drugs that show promise for therapeutic use in patients with RR CLL who experience disease progression on BTKi. The killing impact was still seen, albeit diminished, even in the presence of BMSC. Our ongoing work will be to associate the drug profiles with each patient's clinical history, as well as to the comprehensive genetic and epigenetic features of the CLL B cell clone.
Other cancers in patients with chronic lymphocytic leukemia/SMALL lymphocytic lymphoma
Azevedo, Roberta S. , Hampel, Paul J. , Ma, Helen , Rabe, Kari G. , Ratner, Edward R. , Kosydar, Samuel , Gupta, Pankaj , O’Brien, Susan , Roeker, Lindsey E. , Wang, Yucai , Slager, Susan L. , Parikh, Sameer A. , Ferrajoli, Alessandra

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 4529-4529

10.1182/blood-2025-4529 Get It

Abstract Introduction: Patients diagnosed with chronic lymphocytic leukemia or small lymphocytic lymphoma (CLL/SLL) exhibit an elevated risk of developing other cancers (OC) relative to the general population. Historically, chemoimmunotherapy (CIT) represented the cornerstone of CLL/SLL management. A systematic review of clinical trials of CIT for CLL that included 28 studies reported 352/3297 (12.6%) patients developed OC (Csanadi 2022). The introduction of targeted agents beginning in the mid-2010's, including Bruton tyrosine kinase inhibitors (BTKi) and BCL2 inhibitors, has shifted the standard of care toward these novel therapies. In this study, we determined the risk of OC in newly diagnosed CLL/SLL patients cared for at the US Department of Veteran Affairs (VA), The University of Texas MD Anderson Cancer Center, and Mayo Clinic in Rochester, MN. Methods: We identified patients with newly diagnosed CLL/SLL after 1/1/2016 using the VA Central Cancer Registry, MD Anderson, and the Mayo Clinic CLL Databases. The baseline clinical characteristics, CLL treatments, and the occurrence of OC were abstracted by electronic health record (EHR) review. Receipt of CLL directed therapy was categorized into a) CIT only; b) targeted therapy only; c) CIT and targeted therapy; and d) other (including monotherapy with monoclonal antibody therapy). The occurrence of OC was modeled using CLL treatment as a time-dependent variable. Prior and concurrent OC diagnosed within 3 months of CLL/SLL were excluded from analyses, to reduce ascertainment bias. Results: We identified 6844 patients with CLL/SLL who met inclusion criteria. Median follow up was 3.6 years (interquartile range [IQR] 1.9-5.8). The median age at diagnosis of CLL/SLL was 71 years (range, 23 - 102); most patients were white (81%) and male (90%). Although many patients had missing values, among those with available information, IGHV genes were unmutated in 884 (51%), CLL FISH panel showed del17 in 213 (7%), del11q in 389 (13%), trisomy 12 in 674 (23%), and del13q in 1508 patients (50%). A total of 2344 patients received CLL directed therapy during follow-up: 278 (12%) received CIT only, 1809 (77%) received targeted therapy (+/- monoclonal antibody), only 99 (4%) received CIT and targeted therapy and 150 (6%) monoclonal antibody therapy only. Among patients treated with targeted therapies, 950 (50%) received ibrutinib, 381 (20%) received acalabrutinib, 164 (9%) received zanubrutinib, 4 (<1%) received orelabrutinib, 280 (15%) received venetoclax, and 3 (<1%) received sonrotoclax. Other treatments included combinations of a covalent BTKi (cBTKi) and BCL2i in 52 (3%) patients, among others. A total of 583 patients were diagnosed with OC during the study period. Types of OC observed included neoplasms of the prostate (n=129, 22%), lung (n=118, 20%), hematologic malignancies (n=91, 16%), gastrointestinal tract (n=68, 12%), melanoma (n=66, 11%), kidney and bladder (n=44, 8%), head and neck (n=19, 3%), and other/unknown (n=48, 8%). Estimated risk of occurrence of OC was 4.2% (95%CI 3.8-4.8%) at 24 months and 9.7% (95%CI 8.9-10.6%) at 60 months after a diagnosis of CLL/SLL. Multivariable analyses demonstrated that older age (HR: 1.013, 95%CI: 1.00-1.021), male sex (HR: 1.6, 95%CI: 1.1-2.3), and receipt of CLL directed therapy (HR: 1.4, 95%CI: 1.2-1.7) were associated with an increased risk of OC. When considering different types of CLL directed treatments, those who received CIT with or without targeted therapies had the highest risk of development of OC (HR: 1.6, 95%CI: 1.2-2.1). Risk of OC were also increased for those who received CIT only (HR: 1.41, 95%CI: 0.97-2.05) and those who received targeted treatments alone (HR: 1.27, 95%CI: 1.02-1.58). Conclusion: In this large dataset of newly diagnosed patients with CLL/SLL in the past ten years, approximately 10% patients developed OC at 5 years. Receipt of CLL directed therapy was associated with a 40% increased risk of development of OC compared to those patients who did not receive therapy. The risk was highest among patients who received CIT with or without targeted therapy and was still elevated in those who received CIT only or targeted therapy only.
The predictive value of mosaic chromosomal alterations for lymphoid malignancies varies by monoclonal B-cell lymphocytosis status
Waller, Rosalie G. , Shanafelt, Tait D. , Allmer, Cristine, Yao, Yuan , Vallejo, Bryan Alexis , Hampel, Paul J. , Patnaik, Mrinal M. , Vachon, Celine M. , Hanson, Curtis A. , Griffin, R. L. , Shanafelt, Tait D , Waller, Rosalie G , Griffin, Rosalie , Parikh, Sameer A. , Boddicker, Nicholas , Rabe, Kari G. , Norman, Aaron D. , Lehman, Stacey L. , Olson, Janet E. , Wang, Yucai , Roeker, Lindsey E. , Braggio, Esteban , Vachon, Celine M. , Cerhan, James R. , Slager, Susan L.

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 3545-3545

10.1182/blood-2025-3545 Get It

Abstract Background Mosaic chromosomal alterations (mCAs) are large-scale somatic gains, losses, or copy-neutral loss of heterozygosity (CNLOH) detectable by genotyping of peripheral blood DNA. They represent a form of clonal hematopoiesis and are observed in 0.5-5% of cancer-free individuals. The presence of any autosomal mCA has been associated with >3-fold risk of hematological malignancies. In particular, mCAs occurring in regions related to lymphoid malignancies have an 11-fold increased risk of lymphoid malignancies and a 68.6-fold risk for chronic lymphocytic leukemia (CLL). Monoclonal B-cell lymphocytosis (MBL), the precursor state to CLL, is defined by <5×10⁹/L clonal B cells in otherwise healthy individuals and is classified as low-count (<0.5x109/L) or high-count (0.5-5x10⁹/L) based on clonal B-cell count. MBL is also associated with increased risk of lymphoid malignancy (beyond CLL), with 4.3-fold and 74-fold risk in individuals with low- and high-count MBL, respectively. We previously reported a significant enrichment of autosomal mCAs in MBL, demonstrating a 1.7-fold association in those with low-count MBL and a 50.5-fold association in those with high-count MBL. Whether mCAs independently predict lymphoid malignancy risk after accounting for MBL status is unknown. Here, we evaluated the impact of mCAs on risk of incident lymphoid malignancies in individuals with MBL and in individuals screened negative for MBL. Methods CLL-type MBL (CD5 positive) was identified using flow cytometry assay on peripheral blood. Participants were age ≥40, had no prior hematologic malignancy, and were enrolled through the Mayo Clinic Biobank or the Division of Hematology at Mayo Clinic, Rochester. Participants were followed for incident lymphoid malignancy, including CLL, with diagnoses confirmed by medical record review. mCAs with cell fraction >1% were detected from array-based genotyping of whole blood DNA. Cox proportional hazards models, adjusted for age and sex, estimated hazard ratios (HRs) and 95% confidence intervals (CIs) for risk of developing an incident lymphoid malignancy in individuals with autosomal mCA versus those without an autosomal mCA. Results In 4,331 participants with available MBL and mCA status, the median age was 67 years, and 45% were male. Flow cytometry identified 3,231 individuals who screened negative for MBL, 754 individuals with low-count MBL, and 346 individuals with high-count MBL. Autosomal mCAs were present in 6.5% of individuals without MBL, 7.6% with low-count MBL, and 71.1% with high-count MBL. Over a median follow-up of 6.9 years, 237 individuals developed an incident lymphoid malignancy. The most common types were CLL, multiple myeloma, and diffuse large B-cell lymphoma. Ignoring MBL status, the presence of an autosomal mCA was associated with increased risk of lymphoid malignancy (HR = 2.65; 95% CI: 1.45–4.86; P = 0.002), replicating previous results. However, after excluding individuals with MBL, this association attenuated; those with mCA alone did not have a significantly elevated risk (HR = 1.60; 95% CI: 0.57-4.52; P = 0.38) compared to individuals without MBL or mCA. We next examined the effect of mCAs among individuals with MBL. In those with low-count MBL, the most frequent mCA events were 13q loss (2.1%), 12 gain (1.9%), and 4q CNLOH (1.2%), and individuals with an mCA had a borderline significant risk of developing a lymphoid malignancy (HR = 2.78; 95% CI: 1.01–7.67; P = 0.049) compared to those without an mCA. Similarly, in those with high-count MBL, the most frequent mCA events were 13q loss/CNLOH (31.2%), 12 gain (13.0%), and 11q loss (4.9%), and the presence of an mCA conferred an increased risk compared to those without mCA (HR = 1.51; 95% CI: 1.09-2.08; P = 0.012). Conclusions Autosomal mCAs were more frequent in individuals with high-count MBL compared to those with low-count or no MBL. mCAs showed limited predictive value for lymphoid malignancy among individuals without MBL. In contrast, in individuals with low-count MBL, autosomal mCAs emerged as a potential biomarker for identifying those at risk of developing a lymphoid malignancy. In high-count MBL, mCAs were also a biomarker, but were driven by known chromosomal abnormalities identified through clinical testing. These findings suggest that the utility of mCAs as a predictive marker for lymphoid malignancy is contingent on the presence of MBL and may inform risk stratification and surveillance strategies in this population.
Different diabetes types and pancreatic ductal adenocarcinoma: a Mendelian randomization and pathway/gene-set analysis
Zhang, Ting , Mohindroo, Chirayu , Wang, Xiaoyu , Dutta, Diptavo , Liu, Jia , Katta, Shilpa, Li, Shengchao A. , Wang, Jiahui , Antwi, Samuel O. , Bracci, Paige M. , Du, Mengmeng, Gallinger, Steven , Goodman, Phyllis J. , Katzke, Verena, Patel, Alpa V. , Visvanathan, Kala , Andreotti, Gabriella , Brennan, Paul , Buring, Julie E. , Chanock, Stephen J., Chen, Yu , Giovannucci, Edward L. , Haiman, Christopher A. , Hassan, Manal M. , Holly, Elizabeth A., Jones, Miranda R. , Kraft, Peter, Kurtz, Robert C. , Ng, Kimmie , Oberg, Ann L. , Peters, Ulrike , Rabe, Kari G. , Rothman, Nathaniel , Sesso, Howard D. , Yuan, Chen, Wolpin, Brian M. , Yu, Kai , Stolzenberg‐Solomon, Rachael Z. , Mohindroo, Chirayu , Wang, Xiaoyu , Dutta, Diptavo , Liu, Jia , Li, Shengchao A , Antwi, Samuel O , Arslan, Alan A , Beane Freeman, Laura E , Canzian, Federico , Du, Mengmeng , Goodman, Phyllis J , Katzke, Verena , Kooperberg, Charles , Marchand, Loïc Le , Neale, Rachel E , Perdomo, Sandra , Shu, Xiao-Ou , Visvanathan, Kala , Van Den Eeden, Stephen K , White, Emily E. , Zheng, Wei , Albanes, Demetrius , Andreotti, Gabriella , Brennan, Paul , Buring, Julie E , Chanock, Stephen Jacob , Chen, Yu , Darst, Burcu F , Ferrari, Pietro , Giovannucci, Edward L , Goggins, Michael G , Haiman, Christopher A , Hassan, Manal M , Hung, Rayjean J , Jones, Miranda R , Kraft, Peter , Malats, Nuria , Moore, Steven C , Ng, Kimmie , Oberg, Ann L , Orlow, Irene , Peters, Ulrike , Porta, Miquel , Chaffee, Kari G. , Sánchez, Maria-Jose , Sesso, Howard D , Southey, Melissa C , Um, Caroline Y , Yarmolinsky, James , Yu, Herbert , Yuan, Chen , Zhong, Jun , Wolpin, Brian M , Risch, Harvey A , Amundadottir, Laufey , Klein, Alison P , Yu, Kai , Zhang, Haoyu , Stolzenberg-Solomon, Rachael , Zhang, Ting , Hua, Xing , Arslan, Alan A. , Freeman, Laura E. Beane , Canzian, Federico , Kooperberg, Charles , Marchand, Loı̈c Le , Neale, Rachel Ε. , Zheng, Wei , Albanes, Demetrius , Bamlet, William R. , Darst, Burcu F. , Goggins, Michael , Hung, Rayjean J. , Malats, Núria , Moore, Steven C. , Orlow, Irene , Porta, Miquel , Sánchez, María‐José , Silverman, Debra T. , Southey, Melissa C. , Um, Caroline Y. , Yu, Kai , Risch, Harvey A. , Ámundadóttir, Laufey T. , Klein, Alison P.

JNCI: Journal of the National Cancer Institute | November 8, 2025 | Volume: 118 | Issue: 3 | Pages: 437-447

10.1093/jnci/djaf308 | PMID 41206949 Get It

Abstract Background The associations between different types of diabetes, characterized by distinct pathophysiology and genetic architecture, and pancreatic ductal adenocarcinoma (PDAC) risk are not understood. Methods We investigated associations of genetic susceptibility to type 2 diabetes (T2D), 8 T2D mechanistic clusters, type 1 diabetes (T1D), and maturity-onset diabetes of the young (MODY) with PDAC risk. We used genome-wide association study (GWAS) summary-level statistics for T2D (242 283 cases, 1 569 734 controls), T1D (18 942 cases, 501 638 controls), and PDAC (10 244 cases and 360 535 controls) in individuals of European ancestry. Results Two-sample Mendelian randomization (MR) using the Robust Adjusted Profile Score (MR-RAPS) method indicated that genetically predicted T2D was associated with PDAC risk (OR = 1.10; 95% CI = 1.05 to 1.15), particularly the T2D obesity (OR = 1.28; 95% CI = 1.15 to 1.42) and lipodystrophy (OR = 1.25; 95% CI = 1.03 to 1.51) clusters. No association was observed for T1D with PDAC risk (OR = 1.01; 95% CI = 0.99 to 1.02). Pathway/gene-set analysis using the summary-based Adaptive Rank Truncated Product (sARTP) method revealed a significant association between the MODY gene-sets and PDAC risk (P = 1.5 × 10−8), which remained after excluding 20 known PDAC GWAS loci (P = 7.6 × 10−4). HNF1A, FOXA3, and HNF4A were the top contributing genes after excluding the previously identified GWAS loci regions. Conclusions Our results from this genetic association study support that T2D, particularly the obesity and lipodystrophy mechanistic clusters, and MODY genomic susceptibility regions play a role in the etiology of PDAC.
The role of imaging studies in predicting time to first treatment and overall survival in high‐count monoclonal B‐cell lymphocytosis
Kosydar, Samuel , Archibald, William J. , Hampel, Paul J. , Call, Timothy G. , Achenbach, Sara J., Rabe, Kari G. , Hanson, Curtis A. , Koehler, Amber B. , Muchtar, Eli , Kenderian, Saad S. , Leis, José F., Schwager, Susan M., Wang, Yucai , Hilal, Talal , Parrondo, Ricardo D , Shi, Min , Parikh, Sameer A , Chaffee, Kari G. , Kenderian, Saad Sirop , Muchtar, E , Kosydar, Samuel R , Achenbach, Sara J., Wang, Yucai , Roeker, Lindsey E. , Hilal, Talal , Tsang, Mazie , Braggio, Esteban , Slager, Susan L. , Kay, Neil E. , Parikh, Sameer A.

British Journal of Haematology | July 16, 2025 | Volume: 207 | Issue: 3 | Pages: 860-868

10.1111/bjh.70009 | PMID 40664436 Get It

SummaryIn individuals with high‐count monoclonal B‐cell lymphocytosis (MBL), we investigated if lymphadenopathy or splenomegaly found by imaging was associated with shorter time to first chronic lymphocytic leukaemia (CLL) therapy (TTFT) and overall survival (OS). Individuals with MBL seen at Mayo Clinic (2002–2019) were retrospectively divided into three cohorts based on imaging studies within 1 year of diagnosis: no imaging studies (Cohort A); imaging with no evidence of lymphadenopathy/splenomegaly (Cohort B); imaging with evidence of lymphadenopathy/splenomegaly (Cohort C). We compared baseline characteristics, TTFT and OS across the MBL cohorts to a cohort of individuals with small lymphocytic lymphoma (SLL). A total of 1078 patients were included: 640 with MBL and 438 with SLL. Compared to Cohort B, individuals in Cohort C were more likely to have unmutated immunoglobulin heavy chain variable region (IGHV) (43% vs. 25% p = 0.016), high‐risk fluorescence in situ hybridization (FISH) (del17p and del11q in 15% vs. 4%, p = 0.038) and higher expression of CD38 (31% vs. 16%; p = 0.011). After adjusting for sex and CLL‐International Prognostic Index (IPI), lymphadenopathy/splenomegaly was associated with a shorter TTFT (hazard ratio [HR] = 2.04, 95% confidence interval [CI]: 1.02–4.04, p = 0.042) but not OS (HR = 1.09, 95% CI: 0.62–1.92, p = 0.775). Lymphadenopathy/splenomegaly on imaging in individuals with high‐count MBL is associated with a more unfavourable risk profile and shorter time to first CLL‐directed therapy.
Comparison of Frontline Therapies in Older Adults Age ≥ 80 Years With Chronic Lymphocytic Leukemia (CLL): A Mayo Clinic and Danish Nation‐Wide Study
Tsang, Mazie , Hampel, Paul J. , Rabe, Kari G. , Ding, Wei , Leis, José F., Kenderian, Saad S. , Wang, Yucai , Muchtar, Eli , Koehler, Amber B. , Dyke, Daniel L. Van , Hanson, Curtis A. , Hjalgrim, Henrik , Ding, Wei , Kenderian, Saad Sirop , Wang, Yucai , Muchtar, E , Van Dyke, Daniel L, Shi, Min , Parikh, Sameer A , Chaffee, Kari G. , Tsang, Mazie , Brieghel, Christian , Hilal, Talal , Slager, Susan L. , Kay, Neil E. , Niemann, Carsten Utoft , Parikh, Sameer A. , Rotbain, Emelie Curovic

American Journal of Hematology | June 29, 2025 | Volume: 100 | Issue: 9 | Pages: 1678-1681

10.1002/ajh.27747 | PMID 40530575 Get It

Abstract LB331: Enhanced polygenic risk score for pancreatic cancer
Antwi, Samuel O. , Atkinson, Hunter J., Zhong, Jun, McKean, David , PanC4), Pancreatic Cancer Cohort & Case Control Consortia (PanScan and, Wolpin, Brian M. , Oberg, Ann L. , Antwi, Samuel O , Coombes, Brandon J. , Larson, Nicholas B. , Carlson, Erin E. , Rabe, Kari G. , Majumder, Shounak , PanC4), Pancreatic Cancer Cohort & Case Control Consortia (PanScan and, Stolzenberg‐Solomon, Rachael Z. , Klein, Alison P. , Ámundadóttir, Laufey T.

Cancer Research | April 25, 2025 | Volume: 85 | Issue: 8_Supplement_2 | Pages: LB331-LB331

10.1158/1538-7445.am2025-lb331 Get It

Abstract Background: Pancreatic ductal adenocarcinoma (PDAC) is the third leading cause of cancer-related deaths in the U.S. mainly because of late-stage diagnosis. Heritable genetic information can improve risk stratification for individuals with moderate to high-risk of PDAC for targeted screening and early detection. We aimed to develop an enhanced polygenic risk score (PRS) for PDAC using a Bayesian approach, LDpred2, that reweights risk estimates attributed to millions of polymorphisms (SNPs) estimated from genome-wide association studies (GWASs). We then compared the performance of LDpred2 with the commonly used genetic risk score (GRS) approach that is based only on genome-wide significant SNPs. Methods: GWAS summary statistics were obtained from the Pancreatic Cancer Cohort Consortium and the Pancreatic Cancer Case Control Consortium for 9040 cases and 12496 controls and were used to compute weights for a GRS (17 SNPs) using a p-value threshold of 5e-8 and weights for an enhanced PRS (1.3 million SNPs) using LDpred2. These weights were then used to compute risk scores in an independent validation sample of 2616 cases and 45407 controls from the Mayo Clinic. We used logistic regression to test for associations of the GRS and PRS with PDAC risk, adjusting for age, sex, and the first 10 principal components of ancestry. Results: The validation sample was of mostly European ancestries (>95%). Cases were slightly older than controls (median age: 66 yrs. vs. 63 yrs.) and had a higher frequency of men than controls (57% vs. 42%). Comparisons between the GRS and the PRS are shown in Table 1. DeLong’s test comparing the AUCs between the two genetic scores showed the PRS significantly outperformed the GRS (AUC = 0.68 vs. 0.67; p = 7.6e-7). Conclusions: The LDpred2 PRS model that used a larger set of SNPs significantly improved prediction of PDAC. Comparing the top percentile of the PRS versus the rest showed that the PRS is a clinically significant risk score (OR > 3) for PDAC and could inform clinical decision making and genetic counseling of individuals identified as having a high risk of PDAC. Citation Format: Samuel O. Antwi, Brandon J. Coombes, Nicholas B. Larson, Erin E. Carlson, Kari G. Rabe, Hunter J. Atkinson, Shounak Majumder, Jun Zhong, David McKean, Pancreatic Cancer Cohort & Case Control Consortia (PanScan and PanC4), Brian M. Wolpin, Rachael Z. Stolzenberg-Solomon, Alison P. Klein, Laufey T. Amundadottir, Ann L. Oberg. Enhanced polygenic risk score for pancreatic cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2025; Part 2 (Late-Breaking, Clinical Trial, and Invited Abstracts); 2025 Apr 25-30; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2025;85(8_Suppl_2):Abstract nr LB331.
Abstract 4423: CLL drug resistance- A multifaceted mechanism
Finke, B., Darby, Heather C., McCabe, Chantal E. , O’Brien, Daniel R. , Chen, Yi , Tan, Fenlai , Anthony, Stephen P. , Chen, Yu , Sinha, Sutapa , Han, Weiguo , Wang, Zhiquan , Finke, Brianna M., Rabe, Kari G. , Slager, Susan L. , Parikh, Sameer A. , Braggio, Esteban , Dai, Bing, Shen, Yue, Kay, Neil E.

Cancer Research | April 21, 2025 | Volume: 85 | Issue: 8_Supplement_1 | Pages: 4423-4423

10.1158/1538-7445.am2025-4423 Get It

Abstract Despite the advent of novel targeted therapies with high overall response rates, chronic lymphocytic leukemia (CLL) is still largely incurable due to the development of resistance. The bone marrow microenvironment (BMME) plays an important role in the survival and drug resistance in CLL. BM stromal cells (BMSCs) are considered a key component of BMME. Our long-term goal is to gain further insights of BMSCs-CLL crosstalk influencing both survival and drug resistance in CLL. To understand the global biologic changes that occur in leukemic CLL cells when in contact with BMSCs, we assessed RNA-seq in paired CLL cells isolated from untreated blood and BM and in untreated patients’ CLL cells cultured alone or with BMSCs. CLL cells from blood/BM and cultured alone/with BMSCs were also examined by Immunoprecipitation (IP), Western blot (WB), untargeted metabolomics (LCMS+GCMS), and preclinical drug sensitivity assays. We detected only 13 upregulated genes that overlap between CLL cells from BM and cocultured with BMSCs (p&lt0.05, fold change &gt1.5). When we analyzed the expression of these 13 genes in CLL cells from a cohort of 162 untreated patients by RNA-seq, we found associations between 4 genes (PNP, C16orf54, MOB3A, CDK2AP2) and clinical outcomes including overall survival (OS), progression free survival (PFS), and time to first treatment (TTFT) [multivariable Cox proportional hazards models, p&lt0.05]. Of the 4 genes, purine nucleoside phosphorylase (PNP), an enzyme in the purine pathway, had the most significant association with OS, PFS, and TTFT. Metabolomic profiling indicated an increased level of purine pathway metabolites adenosine, adenine, inosine, and hypoxanthine in cocultured CLL cells. WB analysis showed variable baseline PNP protein expression with 2 cohorts: low /no (L) and high (H) PNP using CLL blood cells. An induction in PNP protein levels were noticed in CLL cells expressing only LPNP when cocultured. Given the association of HPNP with adverse clinical outcomes, we tested for L vs. HPNP cohorts drug sensitivity to known BTK inhibitors(is) or Bcl2is. Treatment of CLL cells from untreated patients with Bcl2is venetoclax, S55746, and LP-118 (Bcl2-Bclxli, Newave) showed increased sensitivity to the Bcl2/Bclxlis in HPNP but not in LPNP cells. In addition, BTKis showed no difference in drug sensitivity associated with CLL PNP levels. To explain this discrepancy, WB and IP analyses were conducted in L vs. HPNP leukemic cells for apoptotic profiles, where we found increased phosphorylated-Bcl2(S70) and an increased association of Bcl2 with Bax in LPNP-expressing CLL cells compared to HPNP. These findings support increased resistance to apoptosis afforded by inhibiting Bcl2 for LPNP vs. HPNP-expressing CLL cells. Our future goals are to continue to understand the prognostic significance of the 4 genes with adverse clinical outcomes and to investigate how best to exploit the peculiar, enhanced sensitivity to Bcl2/Bclxlis found in the HPNP CLL cells. Citation Format: Sutapa Sinha, Weiguo Han, Zhiquan Wang, Brianna M. Finke, Heather C. Darby, Kari G. Rabe, Susan L. Slager, Chantal E. McCabe, Daniel R. O'Brien, Sameer A. Parikh, Esteban Braggio, Yi Chen, Fenlai Tan, Stephen P. Anthony, Yu Chen, Bing Dai, Yue Shen, Neil E. Kay. CLL drug resistance- A multifaceted mechanism [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2025; Part 1 (Regular Abstracts); 2025 Apr 25-30; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2025;85(8_Suppl_1):Abstract nr 4423.
A pilot study to determine the feasibility and safety of pharmacist and nurse driven management of venetoclax ramp-up in patients with chronic lymphocytic leukemia
Bubik, Rachel J. , Aasum, Monica I., Tamminga, Linda M., Koehler, Amber B. , Behnken, Amy L., Harden, J, Hampel, Paul J. , Call, Timothy G. , Bailen, Rachel J , Harden, Jen, Kenderian, Saad S. , Chaffee, Kari G. , Wang, Yucai , Muchtar, Eli , Kay, Neil E. , Rabe, Kari G. , Ding, Wei , Parikh, Sameer A.

Journal of Oncology Pharmacy Practice | April 2, 2025 | Volume: 32 | Issue: 5 | Pages: 875-882

10.1177/10781552251323195 | PMID 40170466 Get It

Purpose Venetoclax-based treatment for chronic lymphocytic leukemia (CLL) can be a logistically burdensome regimen due to extensive required monitoring of tumor lysis syndrome (TLS). The purpose of this study was to evaluate the feasibility and safety of pharmacist and registered nurse (RN) driven management of venetoclax ramp-up in CLL. Methods This was a prospective, pilot program for patients receiving venetoclax-based therapy for CLL. Patients had nine weekly visits during the first three cycles of therapy, of which five visits were independently performed by a pharmacist or RN. Laboratory tests to evaluate TLS were ordered and monitored independently by the RN in collaboration with clinicians (physician, nurse practitioner, physician assistant). Results Thirty CLL patients, median age 67 years, 73% treated in the frontline setting, started venetoclax between May 2022 and January 2023. After the initial three weeks of obinutuzumab treatment, TLS risk prior to venetoclax initiation had improved to low (93%), medium (3%), and high (3%). There was zero incidence of laboratory or clinical TLS by Howard criteria during the venetoclax ramp-up for all patients. Pharmacist and RNs performed 139 independent visits and monitored 197 sets of TLS labs. Conclusion Use of independent pharmacist and RN visits for toxicity checks and TLS monitoring during weekly venetoclax dose ramp-up did not lead to increased incidence of TLS in patients with CLL. These visits increased both access and efficiency within the CLL clinic. This concept has the potential to be applied in other cancer care settings with a variety of treatment regimens.