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213 citation(s) found for "Bennani, N Nora".

Local disease control in patients with Erdheim–Chester disease treated with external beam radiation therapy
Shah, Meera , Tobin, W. Oliver , Goyal, Gaurav , Bennani, N. Nora , Kessel, Adam C , Burlile, Jessica F. , Freschette, Kelsey, Tobin, W Oliver , Goyal, Guarav , Shah, Mithun V , Bennani, N Nora , Rouse, Rachelle L, Lester, Scott C. , Abeykoon, Jithma P , Go, Ronald S , Breen, Will , Freschette, Kelsey, Rouse, Rachelle, Abeykoon, Jithma P. , Go, Ronald S. , Breen, William G.

Mayo Clinic

British Journal of Haematology | July 28, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1111/bjh.70698 | PMID 42517545 Get It

Autologous Stem Cell Transplant Consolidation Is Associated With Improved Overall Survival in Angioimmunoblastic T‐Cell Lymphoma: A Real‐World National Cancer Database Study
Tao, Yu , Falade, Ayo , Godby, Richard C., Hwang, Steven R. , Nowakowski, Grzegorz S., Tiger, Yun Kyoung, Bennani, N Nora, Ansell, Stephen M. , Falade, Ayo S , Hwang, Steven R , Durani, Urshila , Ansell, Stephen M , Wang, Yucai , Zhou, Jihao , Li, Huijun, Godby, Richard , Nowakowski, Grzegorz S. , Durani, Urshila , Tiger, Yun Kyoung , Bennani, N. Nora , Wang, Yucai , Zhou, Jihao

Mayo Clinic

Hematological Oncology | July 23, 2026 | Volume: 44 | Issue: 4 | Pages: No page available

10.1002/hon.70222 | PMID 42489639 Get It

ABSTRACT Angioimmunoblastic T‐cell lymphoma (AITL) is an aggressive peripheral T‐cell lymphoma with poor outcomes, and the role of autologous stem cell transplantation (ASCT) as consolidation after frontline therapy remains controversial. We conducted a retrospective cohort study using the National Cancer Database, including adults diagnosed with AITL between 2004 and 2020 who received frontline systemic therapy. Patients were categorized as chemotherapy alone (Chemo) or chemotherapy followed by ASCT (Chemo + ASCT). To mitigate immortal time bias, prespecified landmark analyses were performed, with a 6‐month landmark analysis as the primary approach and a 9‐month landmark analysis as a sensitivity analysis. Multivariable Cox regression and propensity score weighting using inverse probability of treatment weighting for the average treatment effect were used to address measured confounding. Among 3996 patients receiving systemic therapy, 686 (17.2%) underwent ASCT. In the 6‐month landmark analysis, ASCT was associated with improved overall survival (HR, 0.53; 95% CI, 0.45–0.62; p < 0.001). Findings were consistent in the 9‐month landmark analysis (HR, 0.58; 95% CI, 0.49–0.69; p < 0.001) and IPTW‐adjusted model (HR, 0.51; 95% CI, 0.44–0.60; p < 0.001). In this large real‐world cohort, ASCT consolidation was consistently associated with improved survival in patients with AITL. Although treatment‐response data were unavailable and residual confounding cannot be excluded, these findings provide supportive real‐world evidence and warrant prospective studies with treatment‐timing and response data to better define patient selection.
Spinal Cord Involvement in Histiocytic Neoplasms: Insights From a Single-center Cohort Study (P4-6.011)
Vilaseca-Jolonch, Andreu, banks, Samantha, Valinotti, Julio Sartori, GO, RONALD, Abeykoon, Jithma, Young, Jason, Koster, Matthew, Vassallo, Robert, Ryu, Jay, Ravindran, Aishwarya, Bennani, N Nora, Rech, Karen, Tobin, W., Vilaseca-Jolonch, Andreu, Go, Ronald S. , Abeykoon, Jithma P. , Goyal, Gaurav , Vassallo, Robert , Ravindran, Aishwarya , Bennani, N. Nora , Rech, Karen L.

Mayo Clinic

Neurology | June 10, 2026 | Volume: 106 | Issue: 11_Supplement_1 | Pages: No page available

10.1212/wnl.0000000000216818 Get It

Earlier CRS identification with continuous wearable monitoring in outpatient CAR T-cell therapy.
Paludo, Jonas, Pettinati, Michael, Guo, Christine, Ruff, Michael W. , Holmes, Lucy , Haugen, Kelsey L., Amundson, Michelle, Khurana, Arushi , Bennani, Nabila Nora, Wang, Yucai, Kourelis, T., Kumar, Shaji, Kapoor, Prashant , Abdallah, Nadine, Ansell, Stephen M., Haddad, Tufia C. , Lin, Yi, Paludo, Jonas , Pettinati, Michael J. , Pritchett, Joshua C. , Holmes, Lucy M., Haugen, Kelsey, Kourelis, Taxiarchis , Kumar, Shaji , Binder, Moritz , Abdallah, Nadine , Ansell, Stephen M. , Routman, David M.

Mayo Clinic

Journal of Clinical Oncology | May 27, 2026 | Volume: 44 | Issue: 16_suppl | Pages: 1633-1633

10.1200/jco.2026.44.16_suppl.1633 Get It

1633 Background: CAR-T cell therapy has transformed outcomes of hematologic malignancies and is poised to expand into solid malignancies. However, broader use of CAR-T remains constrained by the need for timely cytokine release syndrome (CRS) detection. Current episodic monitoring may miss early physiologic changes. Wearable digital health technologies (DHTs), offering continuous monitoring and real-time alerts, could enable earlier CRS detection, further support outpatient delivery, and expand access to CAR-T and potentially other immunotherapies associated with CRS. Methods: This single-center observational study (NCT05018208) enrolled patients receiving FDA-approved CAR-T products in the outpatient setting at Mayo Clinic, Rochester MN. Management of post-CAR-T complications (e.g. CRS) followed the institution’s standard of care. Patients were monitored from day -5 to day +30 post infusion with intermittent remote patient monitoring (SoC) and an arm-worn wearable device for continuous monitoring (DHT). Patients were included in this analysis if DHT data were available for ≥ 5h of data/day or ≥ 2h of data/night on ≥2 days or nights for baseline and ≥1 day or night within 72h prior to CRS, or at least 2h within 4h of CRS onset, or if DHT was available for ≥7 days/nights post infusion with no CRS event. CRS detection time by DHT was defined as the onset of pyrexia or threshold-based deviation from an individual’s baseline pulse distributions. Results: 32 patients were included in this report (median age 64 years, gender 12 F/20 M, diagnoses 18 MM/14 NHL). 25 patients experienced a CRS event, with maximum CRS grades ranging from 1-3 (16 G1, 8 G2, 1 G3). 24/25 patients with CRS required tocilizumab/steroid. Median CRS onset time was 3.4 days (range 0.4-18.4). 12/32 patients had sufficient DHT data (7 CRS, 5 no CRS) for analysis. 5 patients with CRS had a DHT detection time in advance of the SoC by a median of 13h (range 2.8 - 69.2). The DHT prediction of CRS by baseline HR change was earlier than the first episodic fever by a median of 14.5h (range 13-77.5). The remaining 2/7 patients who did not have CRS detected by the DHT had missing DHT data for more than 45h before a treated CRS event. DHT detected CRS in 2/5 patients without CRS according to SoC. One patient had fever caught with intermittent monitoring. The other was treated for neutropenia fever with suspicion of CRS and/or infection. Conclusions: These results offer evidence that continuous DHT can identify CRS events earlier than intermittent monitoring (SoC). Despite limitations related to compliance with wearable device use and data missingness, and variability in clinical management of CRS, we highlight the usability of DHT and its potential for future studies with optimized strategies to address these limitations. Clinical trial information: NCT05018208 .
Impact of outpatient CAR T-cell therapy administration on healthcare utilization in patients with hematologic malignancies.
Bowen, Susanna Goggans, Abdallah, Nadine, Corraes, Andre De Menezes Silva, Oyarzabal, Beatriz, Harmsen, W.L., LUNDE, JULIANNE, Coffey, J C, Haugen, Kelsey L., Rosenthal, Allison Claire, Iqbal, Madiha, Kapoor, Prashant , Bennani, Nabila Nora, Johnston, Patrick B., Ansell, Stephen M., Kharfan-Dabaja, Mohamed, Haddad, Tufia C. , Lin, Yi, Paludo, Jonas, Abdallah, Nadine , Pritchett, Joshua C. , Corraes, Andre De Menezes Silva , Oyarzabal, Beatriz A., Lunde, Julianne J. , Haugen, Kelsey, Rosenthal, Allison , Iqbal, Madiha , Alkhateeb, Hassan B. , Johnston, Patrick B. , Ansell, Stephen M. , Kharfan‐Dabaja, Mohamed A. , Paludo, Jonas

Mayo Clinic

Journal of Clinical Oncology | May 27, 2026 | Volume: 44 | Issue: 16_suppl | Pages: 1503-1503

10.1200/jco.2026.44.16_suppl.1503 Get It

1503 Background: CAR T-cell therapy has revolutionized treatment outcomes in hematological malignancies, but has traditionally required inpatient post-infusion monitoring, which is associated with significant cost and time toxicity. Outpatient CAR T infusion and monitoring has been the standard approach at Mayo Clinic site in Rochester, MN, with demonstrated feasibility and safety (Bansal et al., ASCO 2023). We present data comparing healthcare utilization between CAR T recipients who underwent outpatient remote monitoring and those with traditional inpatient monitoring. Methods: Electronic medical records were retrospectively analyzed for 293 patients who received CAR T-cell therapy for a hematological malignancy at any of the 3 Mayo Clinic sites (MN, AZ, FL) between 2020 and 2024 . Healthcare utilization was compared between patients who received outpatient CAR T with remote patient monitoring in Rochester, MN (N = 125) and those who received inpatient CAR T in the Arizona (n = 90) and Florida (n = 78) sites. Per protocol, patients in the inpatient group underwent mandatory inpatient monitoring for 7 days, with extension per provider discretion. Data was analyzed through Chi-Square and Wilcoxon tests. P values < 0.05 were considered statistically significant. Results: There was no significant difference in baseline sex, age, ethnicity, LDH, platelets, or neutrophils among the 293 patients. Diagnoses included lymphoma (n = 175), multiple myeloma (n = 106), and B-ALL (n = 12). The most common CAR T-cell products used were axicabtagene ciloleucel (n = 138) idecabtagene vicleucel (n = 56), and ciltacabtagene autoleucel (n = 50). Median hospital days were lower in the outpatient group vs the inpatient group at 30 days (4.4 vs 13.3, P < 0.001) and 90 days (4.6 vs 13.6, P < 0.001). ICU admission occurred in 1 outpatient patient ( < 1%) vs 18 inpatient patients (11%) in the first 30 days (P < 0.001). In the first 30 days, 22% of patients in the outpatient group did not require hospitalization, while 56%, 15%, and 6% required 1, 2, and 3 hospitalizations, respectively. Similarly, only 11 (8.8%) patients in the outpatient group had ≥1 ED visit in the first 30 days compared with 32 (20%) pts in the inpatient group (P = 0.009). At 30 days, there was no difference in patient portal use, with 58% of patients using the portal at least once and a median of 1 message in both groups. Within the first 30 days, 53% and 2% of patients in the outpatient group required 1 and 2 outpatient visits, respectively, vs 29% and 2% in the inpatient group (P < 0.001). There was no difference in 30-day mortality (1.6% outpatient vs 2.4% in inpatient) between the 2 groups (P = 1.00) Conclusions: Outpatient CAR T-cell therapy monitoring was associated with significantly fewer hospital days without increased ED visits, ICU stays, portal use, or 30-day mortality. This demonstrates lower healthcare utilization for outpatient CAR-T therapy.
Lymphocyte dynamics after CAR ‐T therapy for non‐Hodgkin lymphoma
Dingli, Sarah , Rothweiler, Paul , Corraes, Andre De Menezes Silva, Atallah‐Yunes, Suheil Albert , Ansell, Stephen M. , Bennani, N Nora, Johnston, Patrick B., Khurana, Arushi , Paludo, Jonas, Bisneto, J. C. Villasboas, Wang, Y, Lin, Yi, Erdman, Arthur G. , Atallah-Yunes, Albert , Durani, Urshila , Wang, Yucai , Erdman, Arthur G , Dingli, David , Corraes, Andre De Menezes Silva , Bennani, N. Nora , Durani, Urshila , Johnston, Patrick B. , Paludo, Jonas , Bisneto, J.C.C. Villasboas, Lin, Yi, Dingli, David

Mayo Clinic

British Journal of Haematology | April 21, 2026 | Volume: 209 | Issue: 1 | Pages: 189-196

10.1111/bjh.70502 | PMID 42011548 Get It

Summary Chimeric antigen receptor T cells directed against CD‐19 are highly effective therapies for various subtypes of B‐cell non‐Hodgkin lymphoma (NHL). We have studied the impact of patient‐specific lymphocyte growth kinetics after lymphoid depletion chemotherapy on both long‐term outcomes and toxicity in patients with diffuse large B‐cell non‐Hodgkin lymphoma (DLBCL). The growth of the lymphocyte populations early after chimeric antigen receptor T‐cell (CAR‐T) therapy is well described by an exponential function and the growth rate of the cells appears to be one of the most critical determinants of overall survival in these patients. The maximum lymphocyte peak and the area under curve for lymphocytes within the first 4 weeks after CAR‐T therapy had no impact on survival. Receiver operator characteristic analysis determined that a replication rate ≥0.3876/day is associated with superior rates of complete response and durable responses. This threshold is associated with higher grades of cytokine release syndrome and the need for tocilizumab. However, patients with this threshold have a median overall survival of 3.04 years compared to 1.035 years for patients with slower lymphocyte replication ( p = 0.0206). The major determinant of depth of response and durability of response to CAR‐T in NHL is the speed of lymphocyte expansion.
Patterns of care and clinical outcomes in systemic peripheral T-cell lymphoma: the LEO-MER prospective cohort study
Ruan, Jia , Chen, Zhengming , Larson, Melissa C, Bennani, N Nora, Allen, Pamela B. , Mou, Eric , Wallace, Danielle , Mehta-Shah, Neha, Lossos, Izidore S, Castillo, Luis E Malpica, Vega, Francisco, Inghirami, Giorgio GA, Pongas, Georgios , Akkad, Neha, Casulo, C., Martin, Peter, Cohen, Jonathon B. , Habermann, Thomas M, Maurer, Matthew J., Leonard, John P, Friedberg, Jonathan W. , Cerhan, James R, Flowers, Christopher R, Feldman, Andrew L, Bennani, N. Nora , Chen, Zhengming , Malpica, Luis , Bennani, N Nora , Allen, Pamela Blair , Mehta-Shah, Neha , Lossos, Izidore S , Malpica Castillo, Luis E , Vega, Francisco , Inghirami, Giorgio , Casulo, Carla , Cohen, Jonathon B , Maurer, Matthew , Kahl, Brad S , Cerhan, James R , Flowers, Christopher R , Feldman, Andrew L , Mou, Eric , Wallace, Danielle S , Larson, Melissa C. , Mehta–Shah, Neha , Lossos, Izidore S. , Castillo, Luis Enrique Malpica , Jaye, David L. , Inghirami, Giorgio , Akkad, Neha , Casulo, Carla , Habermann, Thomas M. , Leonard, John P. , Kahl, Brad S. , Cerhan, James R. , Flowers, Christopher R. , Feldman, Andrew L.

Mayo Clinic

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

10.1182/bloodadvances.2025018455 | PMID 41707114 Get It

Abstract Few prospective benchmark studies exist to characterize the evolving contemporary real-world practice for peripheral T-cell lymphoma (PTCL). We report the patterns of first-line care and outcomes for 720 patients with systemic PTCL enrolled in 2 related prospective cohort studies, Lymphoma Epidemiology of Outcomes (LEO) from 2015 to 2020 and Molecular Epidemiology Resource (MER) from 2002 to 2015, both followed to 2024. The primary end points were event-free survival (EFS) and overall survival (OS) using Kaplan-Meier estimator and Cox regression model. Secondary end points included correlations of clinical and treatment factors with survival. The most common induction regimens were CHOP (cyclophosphamide, doxorubicin, vincristine, prednisone) based (70%), given as CHOP (36%), CHOP plus etoposide (23%), or CHOP-like plus novel agents (11.5%, including 5% BV-CHP [brentuximab plus cyclophosphamide, doxorubicin, and prednisone]). Consolidative autologous stem cell transplant was performed in 102 patients (14%). Within nodal PTCL, EFS and OS were adversely associated with International Prognostic Index 2 to 5, prognostic index for T-cell lymphoma score 1 to 4, and non–anaplastic large-cell lymphoma (ALCL) subtypes. Within LEO, which captured increasing first-line etoposide and brentuximab vedotin, adding etoposide to CHOP was associated with better OS in anaplastic lymphoma kinase-negative ALCL. BV-CHP showed a trend toward OS improvement in ALCL. Patients failing EFS6 and EFS24 had 5-year subsequent OS of 12% and 17%, respectively. The inferior outcomes in non-ALCL subtypes and patients failing EFS6 and EFS24 highlight unmet needs with CHOP-based induction, where clinical trials with targeted therapy should be prioritized. This trial was registered at www.clinicaltrials.gov as NCT02736357.
Cyclin D1 Overexpression With Cytoplasmic Localization Distinguishes Erdheim-Chester Disease From Reactive Histiocytic Infiltrates
Oskarsdottir, Alma, Ravindran, Aishwarya, Abeykoon, Jithma P., Bennani, Nora, Shah, Maleeha, Goyal, Gaurav , Go, Ronald S., Network, on behalf of the Histio-care, Ravindran, Aishwarya , Oskarsdottir, Alma R , Bennani, Nora N, Ravindran, Aishwarya , Koster, Matthew J. , Abeykoon, Jithma P. , Go, Ronald S. , Rech, Karen L.

Mayo Clinic

American Journal of Surgical Pathology | January 7, 2026 | Volume: 50 | Issue: 3 | Pages: 273-282

10.1097/pas.0000000000002506 | PMID 41495601 Get It

Erdheim-Chester disease (ECD) is a rare disease characterized by the accumulation of neoplastic histiocytes in various extra-nodal tissues. Tissue biopsies involved by ECD are difficult to distinguish from reactive inflammatory infiltrates given the bland appearance of the neoplastic histiocytes. Confirmation of the ECD diagnosis often relies on molecular studies to confirm BRAF V600E mutation or other activating mutations involving MAPK pathway genes. In this study, we examined the diagnostic utility of cyclin D1 and pERK as immunohistochemical markers of MAPK pathway activation in ECD compared with its histopathologic mimics. The cohort included 41 clinically confirmed ECD patients, most with known genetic alterations in MAPK pathway genes (n=38). In 3 cases no mutation was identified. 37 of 41 (90%) of ECD cases showed cyclin D1 overexpression, with frequent staining in the cytoplasm as well as the nucleus. pERK expression was observed in 32 of 39 (82%) cases. Cyclin D1 staining was negative in histopathologic mimics of ECD, apart from weak patchy staining in fat necrosis and uniform staining in a subset of cases of juvenile/adult xanthogranuloma. While not entirely sensitive or specific, in the proper clinical and radiologic context strong nuclear and cytoplasmic cyclin D1 expression within histiocytic infiltrates helps to support a diagnosis of ECD.
Metabolic pathway signatures unpinning response to CD19 CAR T-cell therapy in aggressive B-cell non-Hodgkin's lymphoma
Tan, Melinda Si Yun , Corraes, Andre De Menezes Silva , Wang, Panwen , Wu, Chen , Shao, Zuoyi , Regan, Kevin M., Ma, Audrey, Khurana, Arushi , Hampel, Paul J. , Johnston, Patrick B. , Ansell, Stephen M. , Lin, Yi , Mondello, Patrizia , Turner, Jacqueline A. , Bennani, N. Nora , Wang, Yucai , Paludo, Jonas , Kenderian, Saad S. , Durani, Urshila , Villasboas, José C. , Zeng, Hu , Dong, Haidong , Li, Ying

Mayo Clinic

Blood | December 5, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 5894-5894

10.1182/blood-2025-5894 Get It

Abstract Chimeric antigen receptor (CAR) T-cell therapy has demonstrated remarkable response rates in relapsed/refractory aggressive B-cell non-Hodgkin's lymphoma. However, durable remissions occur in only 40% of treated patients, highlighting mechanisms of therapeutic resistance and immune escape. While cytotoxicity is principally executed by CAR T-cells, monocytes shape CAR-T cell efficacy and orchestrate cytokine-driven immunity. In this study, we defined distinct metabolic profiles of T-cell and monocyte subsets based on clinical response. Single-cell RNA sequencing (scRNA-seq) and T-cell receptor sequencing (scTCR-seq) were performed on peripheral blood mononuclear cells at three timepoints: before lymphodepletion (BL), at peak CAR-T expansion (PK), and one-month post-infusion (M1). Data were processed with CellRanger v7.0.1 and analyzed with the immunopipe pipeline (Wang et al., 2025). Seurat v4.3.0 was utilized for unsupervised hierarchical clustering analysis; subsets identified included classical monocytes (CM), intermediate monocytes (IM), non-classical monocytes (NM), and monocytic myeloid derived suppressor cells (mMDSC). Metabolic profiles were compared across patients achieving ≥6-month complete remission (CR, n=16), primary refractory disease (PD1, n=4), or relapsed after a prior response (PD2, n=12). A total of 107035 T cells and 129981 monocytes from 77 serial samples in 32 patients were analyzed. CR patients had a higher T-cell:monocyte ratio than PD1/PD2 at all time points, especially at BL and PK (BL 1.2 vs 0.4, p=0.011; PK 1.3 vs 0.3, p=0.027). Clinical responses were compared with metabolic pathway analysis and identified oxidative phosphorylation (OXPHOS) as the dominant pathway. OXPHOS was consistently enriched in PD cohorts across T-cell subsets, particularly in PD1 vs CR at BL (mucosal-associated invariant T-cell (MAIT) and T peripheral memory (Tpm)), and at PK (CD4/CD8 memory precursor effector cells (MPEC) and activated MPECs (MPECa), CD4 T-helper 1 proliferating (Th1p), CD4 Th2 activated (Th2a), regulatory T-cell (Treg), CD8 naive senescent (CD8NS), CD8 T effector memory (Tem) tumor recirculating (TR), CD8 Tpm, CD8 T resident memory (Trm) TR and MAIT Tpm). By M1, OXPHOS enrichment in CD4/CD8MPECa, CD4Th2a, CD8NS, CD8TemTR reversed, now predominant in CR although CD8Tpm and CD8TrmTR remained enriched in PD1. In the monocyte subsets at BL, PD2 showed OXPHOS enrichment in CD163+ monocytes (mono), IM IL1, mMDSC SIRPA, mMDSC TGFβ, and CM IL6 subsets compared to PD1 and CR, while PD1 showed OXPHOS enrichment in IM CD38, CM TGFβ, and mMDSC HIF1A vs CR and PD2. This persisted at PK. By M1, the pattern reversed and mirrored that of T-cells, with CR patients showing OXPHOS enrichment in CD163+mono, CM IL6, CM TGFβ, IM CD38, mMDSC HIF1A, mMDSC SIRPA and mMDSC TGFβ, and additionally in CM EMT, CM p53, NM, NM CD36 vs PD1/PD2. Glycolysis/gluconeogenesis (GLY) was also enriched across subsets. In T-cells, PD1 vs CR showed GLY enrichment in CD4Th2a, CD8Tpm, CD8Tpm proliferating and MAIT Tpm at PK. In monocytes, GLY was enriched in PD1/2 vs CR at BL (CD163+mono, CM IL6) and PK (CD163+mono, IM CD18, mMDSC SIRPA). By M1, GLY metabolism was enriched in CR vs PD1/PD2 in CD163+mono, CM IL6, mMDSC SIRPA. Additional GLY enriched subsets at CR vs PD1 included CM, CM p53, EMT, IM CD38, IM IL1, mMDSC HIF1A, NM, NM CD36. Inositol phosphate metabolism (IP) was predominantly enriched in PD2 vs CR at BL (CD8NS, CD8Tcm, CD8Tpm activated), PK (CD4Th2, CD8NS, CD8Tem TR, CD8Tpm proliferating, γδT Tem) and M1 (CD4/CD8 MPECa, CD4 Th1/Th2, CD8NS, CD8Tpm, CD8 Tpm proliferating, Treg and MAIT Tpm). Notably, Treg was the only T-cell subset enriched for IP at PK in CR vs PD1/PD2. Additionally, the TCA cycle was enriched in PD1 Tregs and Th2 cells at BL and PK vs CR/PD2. A higher T-cell:monocyte ratio in CR vs PD1/PD2 supports prior evidence that elevated pre-lymphodepletion lymphocyte:monocyte ratios predict better outcomes. We identified distinct metabolic signatures in T-cells and monocytes between CR and PD1/PD2. OXPHOS enrichment in T-cells and monocytes at M1 in CR patients may reflect oxidative programming as a hallmark of sustained anti-tumor immunity. Conversely, GLY enrichment in PD1 T-cells at PK may reflect short-lived effector states lacking persistence. Overall, these findings highlight metabolic profiling as a promising predictive biomarker and therapeutic programming target to enhance CAR T-cell outcomes.