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344 citation(s) found for "Dai, Pu".

Diagnosis-to-treatment interval is associated with outcomes in follicular lymphoma treated with immunochemotherapy
Vodička, Prokop , El-Galaly, Tarec C, Procházka, Vít , Flowers, Christopher R. , Villa, Diego, Dietrich, Caroline E. , Jakobsen, Lasse Hjort , Ghesquieres, Hervé, Clausen, Michael Roost , Kridel, Robert , Hawkes, Eliza A. , Gandhi, Maher K. , Larson, Melissa C, Cahn, Elliot J, Friedberg, Jonathan W. , Martin, Peter, Cohen, Jonathon B. , Habermann, Thomas M, Wang, Y, Mou, Eric , Belada, David, Mocikova, Heidi, Lossos, Izidore S. , Smedby, Karin E, Sehn, Laurie H, Villa, Diego , Jakobsen, Lasse H , Clausen, Michael Roost , Cheah, Chan Yoon , Hawkes, Eliza , Wahlin, Björn , Chihara, Dai , Cohen, Jonathon B , Casulo, Carla , Wang, Yucai , de Nully Brown, Peter , Mou, Eric , Burack, W Richard , Lossos, Izidore S , Kahl, Brad S , Trnĕný, Marek , Cerhan, James R , Maurer, Matthew , Prochazka, Vit , Kridel, Robert , Gandhi, Maher K , El‐Galaly, Tarec Christoffer , Villa, Diego , Ghesquières, Hervé , Cheah, Chan Y. , Larson, Melissa C. , Cahn, Elliot, Chihara, Dai , Habermann, Thomas M. , Casulo, Carla , Brown, Peter de Nully , Belada, David , Janikova, Andrea , Móciková, Heidi , Burack, Richard , Kahl, Brad S. , Smedby, Karin E. , Sehn, Laurie H. , Trněný, Marek , Cerhan, James R. , Maurer, Matthew J.

Blood | April 14, 2026 | Volume: 147 | Issue: 26 | Pages: 3248-3252

10.1182/blood.2026033090 | PMID 41980013 Get It

Abstract A short diagnosis-to-treatment interval independently predicts inferior outcomes in follicular lymphoma. Using international discovery and validation cohorts, we demonstrate its prognostic value beyond established prognostic indices, with implications for risk stratification, clinical trial design, and interpretation.
Abstract 5051: A multi-center hospital-based case-control study of lymphoid and myeloid neoplasms (AsiaLymph): Study design and initial findings for education, body mass index, and family history
Lan, Qing, Chan, John K., Lam, Tai Hing , Chen, Kexin, Kwong, Yok Lam, Xu, Caigang , Chiu, Brian CH, Liang, Raymond , Dennis, Ip, Hu, Wei, Bassig, Bryan A. , Purdue, Mark, Xu, Jun, Locke, Sarah J. , Wang, Sophia S., Berndt, Sonja, Hofmann, Jonathan N., Shi, Jianxin , Yu, Kai, Gadalla, Shahinaz, Jones, Rena, Dai, Hongji, Lyu, Zhangyan, Qiu, Lugui , Liu, Wei, zhang, huilai, Wang, Xianhuo, Chanock, Stephen, Linet, Martha, Vermeulen, Roel, Rothman, Nathaniel, Lan, Qing , Hurwitz, Lauren M. , Chan, John K.C., Chen, Kexin , Chiu, Brian C.‐H. , Cerhan, James R. , Hofmann, Jonathan N. , Gadalla, Shahinaz M. , McReynolds, Lisa J. , Jones, Rena R. , Qiu, Lugui , Liu, Wei , Zhang, Huilai , Wang, Xianhuo , Morton, Lindsay M. , Linet, Martha S. , Friesen, Melissa C. , Vermeulen, Roel , Rothman, Nathaniel

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 5051-5051

10.1158/1538-7445.am2026-5051 Get It

Abstract Background: Epidemiologic and other studies have identified environmental, occupational, and genetic risk factors for lymphoid and myeloid malignancies, but most studies have been conducted in Western populations. Investigations in populations with differing exposure patterns, distributions of disease subtypes, and genetic architecture are needed to fully understand hematopoietic tumor etiology. Methods: We conducted a large, multicenter, hospital-based case-control study of lymphoid and myeloid neoplasms in East Asia (AsiaLymph), including 5,671 lymphoid cases, 1,879 myeloid cases, and 3,858 controls. Participants completed a computer-assisted personal interview and provided biospecimens. Cases underwent central pathology review and were coded into the WHO Classification. Herein, we describe the study methods in detail and report association results for education, body mass index, and family history. Results: Greater BMI at age 20 but not at age 40 was associated with odds of total lymphoid neoplasm (per 5 kg/m2 increase: OR [95% CI]: 1.18 [1.09-1.27]), total myeloid neoplasm (OR [95% CI]: 1.17 [1.05-1.29]), and several subtypes. Greater educational attainment was associated with increased odds of total lymphoid neoplasm (for college vs. less than primary education: OR [95% CI]: 1.41 [1.21-1.65]) but not myeloid neoplasm (OR [95% CI]: 1.17 [0.95-1.45]; p-heterogeneity=0.02). There were also positive associations between family history of hematologic cancer in first degree relatives and odds of lymphoid neoplasm (OR [95% CI]: 1.53 [1.15-2.03]) and myeloid neoplasm (OR [95% CI]: 1.65 [1.11-2.44]) and specific subtypes. None of the evaluated risk factors were associated with NK/T-cell lymphoma, which supports a distinct etiology for this subtype. Conclusion: The AsiaLymph Study is one of the largest molecular epidemiology studies of both lymphoid and myeloid neoplasms with standardized World Health Organization classification of histopathologic subtypes and will serve as a valuable resource for etiologic investigations into risk factors for these malignancies. Citation Format: Qing Lan, Lauren M. Hurwitz, John K. Chan, Tai Hing Lam, Kexin Chen, Yok Lam Kwong, Xu Caigang, Brian CH Chiu, Raymond Liang, Ip Dennis, Wei Hu, Bryan Bassig, Mark Purdue, Jun Xu, Sarah Locke, Sophia S. Wang, James R. Cerhan, Sonja Berndt, Jonathan N. Hofmann, Jianxin Shi, Kai Yu, Shahinaz Gadalla, Lisa J. McReynolds, Rena Jones, Hongji Dai, Zhangyan Lyu, Lugui Qiu, Wei Liu, Huilai Zhang, Xianhuo Wang, Lindsay M. Morton, Stephen Chanock, Martha Linet, Melissa C. Friesen, Roel Vermeulen, Nathaniel Rothman. A multi-center hospital-based case-control study of lymphoid and myeloid neoplasms (AsiaLymph): Study design and initial findings for education, body mass index, and family history [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 5051.
The Importance of Liver‐Lung Communication in Pulmonary Vascular Diseases
Singh, Navneet, DuBrock, Hilary M. , Prisco, Sasha Z. , Zheng, Qi, Fallon, Michael B. , Thenappan, Thenappan , Jose, Arun, Jose, Arun , Jose, Arun , DuBrock, Hilary M , Thenappan, Thenappan , Singh, Navneet , Dai, Zhiyu , Ventetuolo, Corey E.

Comprehensive Physiology | April 1, 2026 | Volume: 16 | Issue: 2 | Pages: No page available

10.1002/cph4.70140 | PMID 41918066 Get It

ABSTRACT In normal health, the liver and lungs enjoy a close anatomic, physiologic, and functional relationship. In the context of pulmonary vascular disease, however, there is accumulating evidence that the interplay between the gut microbiome, hepatic system, and pulmonary vasculature (so‐called “gut‐liver‐lung” axis) plays an important role in driving disease pathogenesis and determining clinical outcomes. Despite recognizing the importance of the gut‐liver‐lung axis in pulmonary vascular disease however, little is known about the clinical characteristics, circulating factors, and physiologic pathways that mediate this important axis of communication. In this clinical and translationally focused review, we provide an overview of liver‐lung communication in normal physiology, and contrast this with gut‐liver‐lung derangements in pulmonary arterial hypertension, portopulmonary hypertension, and hepatopulmonary syndrome. We conclude with identifying key gaps in knowledge that will need to be addressed in order to manipulate the gut‐liver‐lung axis to prevent worsening pulmonary vascular disease, develop novel therapeutics, and improve patient outcomes.
KLF5 controls subtype-independent highly interactive enhancers in pancreatic cancer to regulate cell survival
Ekstrom, Thomas L. , Dai, Zhangshuai , Thiel, Julia , Kanakan, Akshay , Saha, Bishakha Joyeeta , Manjunath, Meghana, Schacherer, Nadine , Bousounis, Pavlos , Siegler, Emily L. , Abdelrahman, Amro M. , Essmann, Frank, Beyes, Sven , Truty, Mark J. , Dong, Meng, Johnsen, Steven A. , Dong, Meng , Manjunath, Meghana , Essmann, Frank , Beyes, Sven , Truty, Mark J , Johnsen, Steven A , Abdelrahman, Amro M , Souto, Yara , Najafova, Zeynab

Science Advances | March 18, 2026 | Volume: 12 | Issue: 12 | Pages: No page available

10.1126/sciadv.aea2106 | PMID 41849608 Get It

Pancreatic ductal adenocarcinoma (PDAC) remains a highly lethal cancer with a 5-year survival rate of 13%. Despite recent molecular stratification of tumors into distinct classical and basal-like cell states, most tumors are heterogeneous and contain both subtypes. Therefore, therapeutic approaches targeting only one subtype are unlikely to be effective as standalone PDAC treatments. Here, we integrated chromatin accessibility [assay for transposase-accessible chromatin with sequencing (ATAC-seq)], genome-wide occupancy [chromatin immunoprecipitation sequencing (ChIP-seq)] for epigenetic status (H3K27ac), and H3K4me3-anchored chromatin topology (HiChIP) to uncover subtype-independent highly interactive enhancers that interact with essential genes in PDAC. Motif analysis revealed that these common enhancers were bound by KLF5 with subsequent depletion leading to decreased cell viability via induction of apoptosis. To elucidate the transcriptional and epigenetic mechanisms by which KLF5 functions in PDAC, we used rapid depletion of KLF5 with dTAG technology and profiled the effects on the open and active chromatin landscape and transcription with nascent RNA and messenger RNA sequencing over time. Enhancer inactivation via KRAB domain Zim3-dCas9 fusion protein confirmed KLF5-bound enhancers regulate target genes, including the anti-apoptotic gene BCL2L1 . Multiplex immunofluorescence confirmed costaining of KLF5 and Bcl-xL in patient samples and overexpression of Bcl-xL rescued the induction of apoptosis after KLF5 depletion. Together, this study provides insights into common mechanisms to target highly heterogeneous PDAC tumors.
Epigenetically controlled endothelial promyelocytic leukemia drives liver inflammation and fibrosis
Gan, Can, Lai, Enjiang, Tai, Yang, Chen, Shuai, Zhao, Chong, Dai, Wenting , Yang, Zhu, Li, Bei , Lan, Tian, Xiao, Yang, Guo, Yangkun, Chen, Jiaxin , Wei, Bo, Cao, Sheng , Liu, Mengfei, Tacke, Frank, Tang, Chengwei, Shah, Vijay H. , Yu, Haopeng, Wang, Fei, Huang, Zhiyin , Gao, Jinhang, Gao, Jinhang , Gao, Jinhang , Lai, Enjiang, Tai, Yang, Lan, Tian, Xiao, Yang, Guo, Yangkun, Wei, Bo , Che, Zhaodi , Tacke, Frank , Tang, Chengwei , Yu, Haopeng

Journal of Clinical Investigation | March 17, 2026 | Volume: 136 | Issue: 11 | Pages: No page available

10.1172/jci196730 | PMID 41842990 Get It

Cellular and molecular heterogeneity in the liver has been increasingly recognized to drive liver fibrosis progression, but the particular events that occur initially in response to liver injury and trigger immune cell recruitment remain unclear. Here, we identify epigenetically aberrant liver sinusoidal endothelial cells (LSECs) as key players in this process. Mechanistically, the epigenetic readers like bromodomain-containing protein 4–dependent (BRD4-dependent) super enhancers (SEs) activate proinflammatory genes, including promyelocytic leukemia (PML). The PML protein, in turn, binds BRD4 and amplifies proinflammatory angiocrine signaling through phase separation–dependent SE activation via PML/BRD4 condensate formation. In mouse models, LSEC-specific depletion of the PML/BRD4 complex mitigates liver inflammation and fibrosis. Single-cell RNA-seq reveals that epigenetically aberrant LSECs exhibit a reprogrammed proinflammatory angiocrine landscape in mouse fibrotic livers. TIMP1 + LSECs promote the recruitment of CD63 + monocyte–derived macrophages (MoMFs) during liver fibrosis progression. Thereby, PML/BRD4 in LSECs governs inflammatory immune cell recruitment in liver fibrosis. Pharmacological BRD4 inhibition or epigenetic PML-SE repression alleviates liver inflammation and fibrosis. In conclusion, PML/BRD4-mediated SE activation via phase separation drives proinflammatory angiocrine signaling in LSECs, initiating the inflammatory cascade and subsequent immune cell recruitment during liver fibrosis.
Outcomes of Minimally Interrupted versus Uninterrupted Direct Oral Anticoagulants Use Prior to Implantation of Cardiac Implantable Electronic Devices
Dai, Qiying , Khan, Hina Rmsha Alfia, Zou, Tian , Wang, Weijia, Tian, Zou, Wang, Weijia , Liu, Xiaoke

Journal of Cardiovascular Electrophysiology | February 18, 2026 | Volume: 37 | Issue: 4 | Pages: 864-868

10.1111/jce.70289 | PMID 41703896 Get It

ABSTRACT Background Optimal management of direct oral anticoagulants (DOAC) prior to implantation of cardiac implantable electronic devices (CIED) remains controversial. Objective To determine whether a strategy of minimal interruption of DOAC before cardiac CIED implantation is associated with improved clinical outcomes compared to uninterrupted DOAC use. Methods The electronic clinical records of 310 patients who were on DOAC and underwent CIED implantation were evaluated. The patients were separated into 2 groups: patients in Group 1 had minimal DOAC interruption (DOAC held < 24 h before procedure), while patients in Group 2 continued DOAC before procedure. Resumption of DOAC in both groups was on the same day of the procedure or the next morning at the operator's discretion. Clinically significant pocket hematoma and thromboembolic events were compared. Results Among the 310 patients, 71 (22.9%) of them had DOAC held < 24 h before procedure, while DOAC was continued without interruption in 239 (77.1%) in the periprocedural period. Clinically significant pocket hematomas were found in 1 patient (1.4%) in the DOAC interrupted group and 24 (10.0%) in the DOAC continuous group ( p = 0.046). Low thromboembolic events were observed in both groups: 0 in the minimally interrupted group and 1 (0.4%) in the un‐interrupted group ( p > 0.05). Conclusion The bleeding risk in our cohort of patients who underwent CIED implantation with the uninterrupted DOAC approach is higher than previously reported in the literature. A minimally interrupted approach appears to mitigate this risk without significantly increasing the risk of thromboembolism.
BAK and BAX: Therapeutic Targets for Acute Myocardial Infarction and Myocardial Ischemia-Reperfusion Injury
Xu, Zejun, Meng, Fei , Yang, Hongjun, Ye, Kaiqin, Qin, Fei, Liu, Dongyan, Dai, Haiming , Ye, Kaiqin , Dai, Haiming , Yang, Hongjun, Liu, Ying

Biology | December 31, 2025 | Volume: 15 | Issue: 1 | Pages: 81

10.3390/biology15010081 | PMID 41514922 Get It

Acute myocardial infarction (AMI) is a significant factor leading to the death of patients with coronary heart disease. Both AMI and reperfusion therapy after AMI cause myocardial cell death, which plays a significant role in heart failure. Following the restoration of blood flow during reperfusion, myocardial cells generate a large amount of oxygen free radicals, causing various forms of myocardial ischemia–reperfusion (IR) injury (IRI), ultimately leading to multiple types of myocardial cell death, among which apoptosis and necroptosis are the two major types. Given the extremely limited regenerative capacity of myocardium, inhibiting myocardial cell apoptosis and necroptosis is a key strategy for reducing mortality in patients with AMI. Both apoptosis and necroptosis are regulated by the BCL2 family of proteins, which were modulated by multiple signaling pathways, converging at BAK/BAX-mediated mitochondrial outer membrane permeabilization (MOMP), as well as mitochondrial inner membrane permeabilization (MIMP). BAK/BAX double knock out (DKO) mice showed reduced cell apoptosis, necroptosis, and infarct size in AMI animal models compared to wild type. This review describes the role of BCL2 family proteins in regulating apoptotic and necroptotic myocardial cell death during AMI and IR, explores the upstream pathways modulating apoptosis and necroptosis, and summarizes the recent advances in targeting BAK and/or BAX for cardiac protection. In addition, targeted delivery of BAK/BAX inhibitors to cardiomyocytes during AMI or myocardial IR has the potential to reduce myocardial cell death and therefore lower the mortality and enhance long-term prognosis for myocardial infarction patients.
Development of a novel elastase-induced saccular aneurysm model in rats suitable for testing endovascular devices: An experimental animal study
Ueki, Yasuhito , Bayraktar, Esref Alperen , Ognard, Julien, Hajj, G El , Ding, Yonghong , Dai, Daying , Rinaldo, Lorenzo , Kadirvel, Ramanathan , Kallmes, David F. , Bayraktar, Esref Alperen , El Hajj, Gerard , Ding, Yong-Hong , Kadirvel, Ram , Dai, Daying , Ognard, Julien

Interventional Neuroradiology | December 15, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/15910199251399755 | PMID 41396675 Get It

Background Animal models are essential for evaluating endovascular device safety and efficacy. Rats offer advantages, such as genetic manipulability, lower cost, and shorter healing and breeding cycles, compared to large animals. These features support studying aneurysm healing mechanisms and enable high-throughput testing. We developed an optimal rat aneurysm model for device evaluation. Methods Saccular aneurysms were created at the origins of the left renal artery (LRA) with acetylsalicylic acid (ASA) (LRA/ASA group, n = 7); the right common iliac artery (RCIA) with ASA alone (RCIA/ASA group, n = 6) or ASA plus clopidogrel (CLP) (RCIA/ASA + CLP group, n = 7); and the left common iliac artery (LCIA) with ASA + CLP (LCIA/ASA + CLP group, n = 7). The origins of these arteries were surgically exposed. During temporary ligation of the vessel origin, the vessel was bisected and endoluminal elastase was incubated in the proximal stump for 10 min, followed by release of the proximal ligation and permanent ligation of the stump. Angiographical and histological analysis were performed 4 weeks post-procedure. Results Follow-up digital subtraction angiography revealed mean ± standard deviation aneurysm height/neck dimensions of 1.2 ± 0.4/1.2 ± 0.1, 2.9/3.1, 2.3 ± 0.6/1.9 ± 0.3, and 2.1 ± 0.6/2.0 ± 0.4 mm for the LRA/ASA, RCIA/ASA, RCIA/ASA + CLP, and LCIA/ASA + CLP groups, respectively. The survival rate was 29%, 17%, 71%, and 86% in the LRA/ASA, RCIA/ASA, RCIA/ASA + CLP, and LCIA/ASA + CLP groups, respectively. Histopathological analysis of these aneurysms confirmed the absence of the internal elastic lamina and revealed aneurysmal changes in the arterial wall, resembling the pathological findings observed in human aneurysm specimens. Conclusions Common iliac aneurysm models with ASA + CLP can be used to evaluate the safety and efficacy of endovascular devices.
Outcomes of T-cell/histocyte-rich large B-cell lymphoma (THRLBCL): An international LEO/MER and NiHiL collaborative study
Alderuccio, Juan Pablo , Benešová, Kateřina , Móciková, Heidi , Martin, Peter , Steinerová, Kateřina, Patel, Dilan A. , Ďuraš, Juraj , Cohen, Jonathon B. , Šálek, David, Kořen, Jan , Suri, Alexandra, Šýkorová, Alice , Michalka, Jozef , Prouzová, Zuzana , Blahovcová, Petra, Campr, Vít , Flowers, Christopher R. , Lossos, Izidore S. , Friedberg, Jonathan W. , Nowakowski, Grzegorz S. , Vodička, Prokop , Koff, Jean L. , Janikova, Andrea , Maurer, Matthew J. , Belada, David , Cerhan, James R. , Procházka, Vít , Habermann, Thomas M. , Larson, Melissa C. , Feldman, Andrew L. , Suri, Alexandra, Reagan, Patrick Michael , Maláriková, Diana , Wang, Yucai , Jaye, David L. , Mou, Eric , Chihara, Dai , Trněný, Marek

Blood | December 5, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 898-898

10.1182/blood-2025-898 Get It

Abstract Introduction: THRLBCL is a rare disease accounting for less than 10% of all diffuse large B-cell lymphoma (DLBCL) subtypes. THRLBCL was associated with poor outcomes in the pre-rituximab era, with limited contemporaneous data. Optimal frontline treatment remains unclear with some studies advocating for intensive regimens. The goal of this international study is to analyze the survival and treatment-related outcomes in patients with newly diagnosed THRLBCL treated with rituximab-containing chemotherapy and to compare with a DLBCL, not otherwise specified (NOS) cohort. Methods: THRLBCL and DLBCL patients prospectively enrolled in the Lymphoma Epidemiology of Outcomes (LEO) (NCT02736357) (7/2015 to 5/2020), Molecular Epidemiology Resource (1/2010 to 6/2015), and Czech Lymphoma Study Group project (NiHiL) (NCT03199066) (2/2010 to 11/2023) were analyzed. Diagnosis was made in dedicated hematopathology centers in both registries. We excluded patients with prior nodular lymphocyte-predominant Hodgkin lymphoma, central nervous system involvement, and not treated with rituximab-containing therapy. Event-free survival (EFS) and overall survival (OS) were estimated by Kaplan-Meier.Univariate associations were derived via Cox model and multivariate models were constructed by forward selection of significant variables with P≤0.05. Propensity score matching (1:5, caliper 0.2) between THRLBCL and DLBCL NOS patients was performed using IPI score components and treatment as covariates. Results: We identified 158 patients (LEO: 67 and NiHiL: 91) with THRLBCL. Among them, 140 patients received rituximab-containing regimens and were included in this analysis. Median age was 58 years (range, 19-89) with 57% aged ≤60 years. Most patients were male (n= 88; 63%) and had ECOG performance status (PS) of 0-1 (n= 111; 79%), stage III-IV (n= 111; 79%), elevated LDH (n= 92; 66%), and B symptoms (n= 84; 60%). Fifty (36%) patients had ≥2 extranodal (EN) sites, mostly liver (n= 39; 28%) and lung (n= 16; 11%), bone marrow (BM) involvement was observed in 26% (n= 37). Bulky disease (≥7.5cm) was present in 50 (36%) and IPI score ≥3 in 68 (48%) patients. The median diagnosis-to-treatment interval was 23 days (IQ range, 13-38.5). Frequent regimens were R-CHOP (n= 106; 75.7%), followed by intensive regimens such as R-MegaCHOP/ESHAP, R-HyperCVAD/MA, and R-CODOX-M/IVAC (n= 15; 10.7%), and R-CHOEP/EPOCH-R (n= 10; 7.14%). With a median follow-up of 3.92 years, the 4-year EFS & OS were 71% and 80%, respectively. Lymphoma was the main cause of death (n= 15; 11%) among 30 events. No difference in 4-year EFS (70% vs. 76%; P= 0.55) & OS (80% vs 82%; P= 0.96) were observed between R-CHOP and intensive regimens. Factors associated with shorter EFS and OS in univariate analysis for THRLBCL were ECOG PS 2-4: (HR= 3.3; P&lt;.001 & HR= 5.97, P&lt;.001, respectively); ≥2 EN sites (HR= 1.85, P= 0.043 & HR= 2.54, P= 0.014, respectively); B symptoms (HR= 2.35, P= 0.014 & HR= 2.84, P= 0.023) and IPI score (HR= 1.5, P= 0.002 & HR= 2.16, P&lt;.001). Stage III-IV and BM involvement were associated with shorter OS only (HR= 7.36, P= 0.05 & HR= 2.18, P= 0.036, respectively). Among them, only ECOG PS 2-4 (OS: HR= 3.6, P= 0.003) and B symptoms (EFS: HR= 2.3, P= 0.046) were independent predictors of survival in multivariate analysis. Finally, we compared baseline characteristics and survival between THRLBCL (n= 140) and DLBCL NOS (n= 6099; LEO/MER: 2069 & NiHiL: 4030) treated with rituximab-containing regimens. Patients with THRLBCL were younger (≤60 years: 57% vs. 38%; P&lt;.001), more frequently had ECOG PS 0-1 (79% vs 76%; P= 0.012), stage III-IV (79% vs 63%; P&lt;.001), B symptoms (60% vs 38%; P&lt;.001), and liver involvement (28% vs 7%; P&lt;.001), compared to DLBCL NOS. Subtype was not associated with survival (OS HR= 0.79, P= 0.262 & EFS HR= 0.93, P= 0.662) when adjusted for IPI score. With a median follow-up of 4.89 years in the DLBCL NOS cohort, we observed similar 4-year EFS (71% vs 67%; P= 0.197) & OS between histologies (80% vs 77%; P= 0.125). These results were confirmed in propensity matching for EFS (HR= 0.98, P= 0.897) and OS (HR= 1.07, P= 0.732). Conclusions: In this large international analysis of patients with newly diagnosed THRLBCL contemporaneously treated, we observed similar survival rates compared to DLBCL NOS treated with R-CHOP and intensive regimens. ECOG PS and the presence of B symptoms were independent factors associated with survival.
FLP-R: A clinical prediction model for follicular lymphoma Prognosis in the Relapsed/refractory setting
Cohen, Jonathon B. , Jørgensen, Jennifer Bøgh , Strouse, Christopher , Cahn, Elliot, Ansell, Stephen M. , Martin, Peter , Lossos, Izidore S. , Flowers, Christopher R. , Strouse, Christopher S , Maurer, Matthew J. , Larson, Melissa C. , Durani, Urshila , Tsang, Mazie , Mou, Eric , Day, Jonathan, Villasboas, José C. , Feldman, Andrew L. , Syrbu, Sergei , Burack, Richard , Chihara, Dai , Russler‐Germain, David A. , Wang, Yucai , Nastoupil, Loretta J. , Koff, Jean L. , Habermann, Thomas M. , El‐Galaly, Tarec Christoffer , Cerhan, James R. , Link, Brian K. , Casulo, Carla

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 5354-5354

10.1182/blood-2025-5354 Get It

Abstract Background: Prognostication for patients with non-transformed relapsed/refractory (R/R) follicular lymphoma (FL) is not well defined. Progression of disease within 24 months (POD24) and number of lines of prior therapy are commonly used to benchmark outcomes and for trial eligibility in this space. However, a comprehensive model for risk prediction in R/R FL is lacking. Here we utilize patients from the LEO Consortium for Real World Evidence (CReWE) and Iowa/Mayo Clinic Lymphoma SPORE MER to develop a clinical prediction model for R/R FL. Methods: Patients with grade 1-3A FL were prospectively enrolled at diagnosis in the MER and/or initiated second line or later therapy (2L+) for non-transformed FL at one of the 8 LEO Centers from a previous LEO CReWE study (Casulo et al, Lancet Haem 2022). All available lines of therapy were abstracted; lines of therapy after histologic transformation were not used in the analyses. A management plan of observation was considered as a type of therapy in the 1L setting but not in the 2L+ setting. Clinical variables and outcomes were abstracted at each line of therapy. Variables considered for modeling included demographics, clinical labs, treatment history, and pertinent clinical variables (including FLIPI and FLIPI24 components). Multiple imputation was used to address missing data in modeling; beta-2 microglobulin (B2M) was unable to be imputed due to the amount of missing data. Index therapy was defined as the date of initiation of a line of therapy (2L, 3L or 4L) for non-transformed FL. The primary endpoint for model development was the time from index therapy until the histologic transformation or lymphoma-related death (HT/LD). Cox proportional hazards models were used for model development. Modeling was first performed separately for each line of therapy and then evaluated across lines. Bootstrapping on imputed datasets was used to assess optimism in model performance. Results: N=1001 patients initiated 2L+ therapy and were utilized for modeling. Of these patients, N=654 initiated 3L and N=344 initiated 4L therapy. Median age at index therapy was (60, 61, and 62) for lines 2-4, respectively. Median follow-up by line of therapy was 8.2, 6.1, and 6,1 years and number of HT/LD events for modeling was 272, 154, and 88, respectively. Observed outcomes decreased modestly as the line therapy increased: median event-free (1.6, 1.5, and 1.2 years) and overall survival (17.6 years, 14.5 years, and 12.3 years), for lines 2-4, respectively. 5-year estimates of HT/LD by line of therapy were 21.6% (95% CI: 18.9-24.3), 23.7% (95% CI: 19.9-27.4) and 29.3% (95% CI: 23.3-34.7), respectively. A clinical prediction model was independently developed for each line of therapy; the final model for each line consisted of the same variables: increasing age, male sex, higher LDH, lower hemoglobin, higher white blood cell count, prior immunochemotherapy exposure, and shorter time since initial diagnosis. The parameter estimates for these variables were broadly similar across the different lines of therapy. The model output is an individual patient's risk of HT/LD. Patients with high-risk FLP-R, as defined using the upper quartile of FLP-R risk scores for each line, had observed 5 year HT/LD rates of 43%, 44% and 51% in lines 2-4, respectively. In contrast, patients with the lower quartile of FLP-R risk scores had observed 5 year HT/LD rates of 10%, 6% and 8% in lines 2-4, respectively. The optimism-corrected c-statistic for the FLP-R model across all lines of therapy was 0.685. This added significant information beyond FLIPI diagnosis (c=0.533) FLIPI at index line (c=0.563), the line of therapy (c=0.525), POD24 status (c=0.578), or all 4 variables combined (c=0.614). Conclusions: The FLP-R model identifies a group of patients with non-transformed FL in the R/R setting who are at very high risk of transformation and/or lymphoma-related death across lines of therapy. FLP-R features 4 of the 5 components of the 1L FLIPI24 prediction model (B2M was unavailable for modeling) with the addition of sex, treatment history and time since initial diagnosis. The number of prior therapies is not sufficient to identify high-risk populations for clinical trial enrichment in the R/R FL setting and model discrimination for FLP-R was greatly improved over FLIPI and/or POD24 across lines of therapy. A Shiny app will be provided for model implementation; external validation is planned.