Citations

Abstract Pharmacogenomics (PGx) is focused on the relationship between an individual's genetic makeup and their response to medications, with the overarching aim of guiding prescribing decisions to improve drug efficacy and reduce adverse events. The PGx and genomic medicine communities have worked independently for over 2 decades, developing separate standards and terminology, making implementation of PGx across all areas of genomic medicine difficult. To address this issue, the Clinical Genome Resource (ClinGen) Pharmacogenomics Working Group (PGxWG) was established by the National Institutes of Health (NIH)-funded ClinGen to initially create frameworks for evaluating gene–drug response clinical validity and actionability aligned with the ClinGen frameworks for evaluating monogenic gene–disease relationships, and a framework for classifying germline PGx variants similar to the American College of Medical Genetics (ACMG) and Association of Molecular Pathology (AMP) system for interpretation of disease-causing variants. These frameworks will leverage decades of work from well-established PGx resources facilitating buy-in among PGx stakeholders. In this report, we describe the background and major activities of the ClinGen PGxWG, and how this initiative will facilitate the critical inclusion of PGx into the larger context of genomic medicine.

Importance: Dermoscopy is increasingly recognized by skin cancer experts and professional leaders as an essential skill for physicians in dermatology and primary care. A substantial number of patients in both settings also receive care from physician assistants (PAs), who provide additional opportunities to evaluate patients with concerning skin lesions. Earning dermatology-specific credentials from the National Commission on Certification for PAs requires passing a written exam with dermoscopic content, and 77% of practicing PAs (all specialties) believe dermoscopy should be a standard element of their formal education. No published studies have identified precise learning objectives that would represent appropriate foundational proficiency in dermoscopy for PAs. Objective: We sought to identify common diagnoses with distinct dermoscopic features and delineate which of these represent appropriate proficiency expectations for early-career PAs in primary care and dermatology. Design, setting, and participants: A panel of 14 dermoscopists was assembled (8 dermatologists; 6 PAs), reflecting contributors to existing consensus statements on physician dermoscopy proficiency benchmarks, dermatologist-recommended competencies for PAs, and/or standardized test content for dermatology PAs. Panelists completed a modified Delphi consensus process involving electronic surveys and roundtable discussions. Main outcomes and measures: Consensus on which specific dermoscopic diagnoses reflect appropriate foundational proficiency expectations for PAs in both primary care and dermatology. Results: Twelve of 14 panelists (86%) reported using dermoscopy for over 12 years (mean: 15.5 y). All panelists completed 2 iterations of an electronic survey regarding 54 diagnoses, with 39 (72%) reaching a final consensus for inclusion in PA curricula and 15 (28%) being identified as non-priority items for early-career PAs. Panelists recommended 14 conditions for primary care PAs and 25 conditions for dermatology PAs. Conclusions and Relevance: Consensus achieved in this modified Delphi process identified diagnoses that represent pragmatic learning objectives to achieve foundational proficiency in dermoscopy for PAs in both primary care and dermatology. This list of validated objectives provides a consensus-based guide to help educators, supervising physicians, and professional leaders to cultivate specialty-appropriate dermoscopic proficiency among early-career PAs.

Abstract Aims Sodium–glucose co-transporter-2 (SGLT2) inhibitors improve health status and outcomes in the setting of heart failure (HF) across the range of ejection fraction (EF). Baseline kidney disease is common in HF, complicates HF management and is strongly linked to worse health status. This study aimed to assess whether the treatment effects of dapagliflozin on health status vary based on estimated glomerular filtration rate (eGFR). Methods and Results We conducted a pooled participant-level analysis of two double-blind, randomized trials, DEFINE-HF (n = 236) and PRESERVED-HF (n = 324), which evaluated dapagliflozin versus placebo. Both multicentre studies enrolled adults with HF, New York Heart Association Class II or higher, elevated natriuretic peptides, and an EF < 40% in DEFINE-HF or >45% in PRESERVED-HF. The primary exposure was eGFR. The main outcome was the Kansas City Cardiomyopathy Questionnaire Clinical Summary Score (KCCQ-CSS) at 12 weeks. Across both trials, there were 583 (99.3%) participants with a baseline eGFR. The median (25th, 75th) eGFR was 59 (46, 77) mL/min/1.73 m2. Dapagliflozin improved KCCQ-CSS at 12 weeks [placebo-adjusted difference, +5.0 points, 95% confidence interval (CI) 2.6–7.5; P < 0.001], and this was consistent in participants with an eGFR ≥ 60 (+6.0 points, 95% CI 2.4–9.7; P = 0.001) and eGFR < 60 (+4.1 points, 95% CI 0.5–7.7; P = 0.025) (P interaction = 0.46). The benefits of dapagliflozin on KCCQ-CSS remained robust across eGFR when modelled as a continuous variable (P interaction = 0.48). Conclusions Dapagliflozin led to early and clinically meaningful improvements in health status in HF patients, regardless of EF or baseline eGFR.

Abstract Background: Tracheobronchomalacia (TBM) presents diagnostic challenges due to its nonspecific symptoms and variability in diagnostic methods. This study evaluates physician concordance in TBM diagnosis and phenotyping using chest computed tomography (CT) scans with dynamic expiratory views. Methods: We conducted a retrospective cross-sectional study at Mayo Clinic Rochester, analyzing 150 patients with dynamic expiratory CT scans. Three specialists—a thoracic radiologist, a bronchoscopist, and a pulmonologist—reviewed identical CT scans, blinded to prior interpretations. Inter-rater agreement was assessed using Fleiss's Kappa for TBM diagnosis and Cohen's Kappa for TBM phenotype classification into six categories: No TBM, Excessive Dynamic Airway Collapse (EDAC), Crescent Type, Circumferential Type, Saber-Sheath Type, and Mixed Type. Results: Among the 150 patients, 54 (36%) were diagnosed with TBM or EDAC. TBM was more prevalent in males, older individuals, and smokers. Agreement among specialists was substantial for TBM diagnosis (Fleiss’s Kappa = 0.61, p < 0.001) but moderate for phenotype classification (Fleiss’s Kappa = 0.52, p < 0.001). The highest concordance was between the thoracic radiologist and the pulmonologist (Cohen's Kappa = 0.68), while the lowest was between the bronchoscopist and other specialists. Conclusion: There is substantial agreement in TBM diagnosis using chest CT scans with dynamic expiratory views, but moderate variability in phenotyping. Standardizing criteria and integrating pulmonary function testing could enhance diagnostic consistency and clinical relevance.

Background: Reverse shoulder arthroplasty (RSA) is increasingly used in the treatment of displaced proximal humerus fractures (PHFs) with reliable clinical improvement. However, the preferred techniques for humeral stem fixation are varied and may be influenced by patient and injury characteristics, including bone quality and fracture pattern. This systematic review and meta-analysis sought to determine the effect of humeral component cementing and bone grafting on tuberosity healing rates and functional outcomes after RSA for PHFs. Methods: A systematic review was performed per Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. PubMed/MEDLINE, EMBASE, Web of Science, and Cochrane were queried for clinical studies on RSA performed for PHFs that reported on the use of cemented humeral stems and autograft bone. The primary outcome was the rate of greater tuberosity healing between the various techniques. Secondarily, the authors compared clinical outcomes including postoperative external rotation, forward elevation, abduction, Constant score, and the incidence of complications and revision surgery. Outcomes were compared based on the use of an uncemented press-fit stem, a fully cemented stem without bone graft, or a partially cemented stem with humeral head autograft (i.e., black and tan technique). Results: Forty-eight studies reporting on 1,797 RSAs were included (mean patient age, 75 years; follow-up, 34 months; 81% female). Tuberosity healing was highest in the uncemented cohort, then the black and tan cohort, and lowest in the cemented cohort (80% vs. 70% vs. 61%, p = 0.006). No significant differences in postoperative range of motion, Constant score, complication rates, or revision rates were found. Conclusion: Uncemented fixation with a press-fit stem was associated with superior greater tuberosity healing rates; however, functional outcomes and complications did not differ among techniques. Level of Evidence: Therapeutic Level IV . See Instructions for Authors for a complete description of levels of evidence.

Introduction: Although not formally approved for the treatment of multiple myeloma (MM), the BCL2 inhibitor venetoclax (ven) has shown promising activity in patients (pts) with MM whose disease harbors t(11;14). The randomized BELLINI trial (VenVd vs Vd in unselected MM pts, Kumar Lancet Oncol 2020) demonstrated improved PFS, especially in the 35 patients with t(11;14) [HR 0.11], although worse OS in the intention to treat population due to increased treatment related mortality. The subsequent CANOVA trial (Vendex vs Pomdex in MM pts with t(11;14), Mateos IMS 2023) failed to show a PFS benefit (median PFS 9.9 mo vs 5.8 mo, p=0.237), leaving an uncertain future for ven in myeloma, despite the biological rationale and clinical activity. We therefore analyzed real world physician practice patterns using off-label ven for MM in the US. Methods: This retrospective observational study used data from the US nationwide Flatiron Health electronic health record (EHR)-derived de-identified longitudinal database. The Flatiron Health database contains structured and unstructured data curated via technology-enabled abstraction from approx. 280 cancer clinics and 800 unique sites of care. We included all patients in the Flatiron Health database with multiple myeloma (ICD-9 203.0x or ICD-10 C90.0x, confirmed with clinical review) who had received ven as part of any line of MM treatment. This included patients who commenced ven between 2016-2024. The primary endpoint was time to next treatment or death (TTNT) from ven initiation, with overall survival (OS) from ven initiation as the key secondary endpoint, both of which were estimated using the Kaplan-Meier method. Outcomes were compared using Cox proportional hazards model, using R v 4.3.0. Results: We included 208 patients who received ven for MM. They had a median of three prior lines of therapy (range 0-12), a median age of 67 years (Range 34-85 yrs), and 59% were male. Race/ethnicity breakdown was: Non-Hispanic White: 136 pts (72.7%), Black 36 (19.3%), Hispanic 10 (5.3%), Asian 5 (2.7%), other/unknown 21 (10.1%). Most had commercial insurance (188 pts, 91.3%) and 108 pts (52%) were cared for in academic settings while 100 (48%) were in community settings. ECOG performance status was 0 in 50 pts (24%), 1 in 80 pts (38.5%), ≥2 in 31 pts (14.9%) and unknown in 47 (22.6%). ISS Stage was I in 42 pts (20.2%), II in 43 pts (20.7%), III in 52 pts (25.0%) and unknown in 71 (34.1%). 148 pts had t(11;14) (71.2%), while 25 pts did not (12%) and 35 pts had unknown t(11;14) status (16.8%). Most pts received ven as part of a triplet combination (106 pts, 51%), followed by doublets (39, 18.8%; 21 ven+dex and 18 ven+non-dex doublet), quads (38, 18.3%), as a single agent (17, 8.2%) or in other combinations such as with multi-agent cytotoxic chemotherapy or in addition to quadruplet therapy (8, 3.9%). Most common first ven-containing regimens used were VenDd (34 pts), VenKd (31), VenVd (25), Vendex (21), VenDVd (13), VenDKd (7). Ven was used as part of ≥2 different regimens in 20 patients, in 10 of whom those regimens were non-consecutive. Median TTNT was 10.2 months (mo) in all comers, 12 mo in pts with t(11;14), 3.4 mo in pts without t(11;14) and 7.6 mo in pts with unknown t(11;14) status. Median OS was 27.6 mo in all comers, 30.5 mo in pts with t(11;14), 8.1 mo in pts without t(11;14) and 27.9 mo in pts with unknown t(11;14) status. Pts with t(11;14) receiving ven had a significantly longer TTNT than those without t(11;14) [median 12 mo vs 3.4 mo, HR 0.59, 95%CI 0.42-0.84, p=0.003]. and a significantly longer OS [median 30.5 mo vs 8.1 mo, HR 0.58, 95% CI 0.38 - 0.89, p=0.012]. Discussion: We evaluated US ven prescribing patterns in 208 pts with MM in the largest real world study of ven in MM to date. While it was mostly used in pts with t(11;14) (71%), there was occasional use in pts without t(11;14), and it was used in a wide variety of combination regimens. Ven achieved meaningful TTNT in some patients and both TTNT and OS were greater in pts with t(11;14) than those without. This suggest that despite mixed data from clinical trials, clinicians are using ven for MM patients in practice and further data is required to optimize its use and understand its best combination treatment partners in MM.

Background: Cure rates for children, adolescents, and young adults with cHL are high, but patients with a slow early response (SER) to front-line chemotherapy are at an increased risk of relapse compared with patients who have a rapid early response (RER). To avoid long-term toxicity while optimizing outcomes, treatment for pediatric cHL is now shifting to a response-adapted approach. KEYNOTE-667 (NCT03407144) is an open-label phase 2 study designed to evaluate the efficacy and safety of pembrolizumab plus chemotherapy consolidation with or without radiotherapy (RT) followed by pembrolizumab maintenance in patients with cHL and SER to front-line chemotherapy. The study includes 2 groups of patients: those with low-risk cHL (stage IA, IB, and IIA without bulky disease) and those with high-risk cHL (stage IIEB-IVB cHL). Prior analysis of the low-risk group showed that consolidation with pembrolizumab plus doxorubicin, vinblastine, and dacarbazine (AVD) and RT followed by maintenance pembrolizumab had manageable safety and promising antitumor activity in patients with low-risk cHL and SER to front-line doxorubicin, bleomycin, vinblastine, and dacarbazine (ABVD). We present updated results for patients with low-risk cHL and SER to ABVD. Methods: Patients eligible for the low-risk group were aged 3-25 years and had newly diagnosed stage IA, IB, or IIA cHL without bulky disease, measurable disease, and a Lansky Play-Performance Scale score of ≥50 (aged &lt;16 years) or a Karnofsky Performance Status score of ≥50 (aged ≥16 years). All patients in the low-risk group received 2 cycles of ABVD followed by early response assessment (PET and CT/MRI). Patients with a RER (ie, Deauville score [DS] 1-3) received nonstudy therapy. Patients with SER (ie, DS 4 or 5) received consolidation with pembrolizumab 2 mg/kg up to 200 mg (aged 3-17 years) or 200 mg (aged 18-25 years) IV Q3W plus 2 cycles of AVD. Patients then underwent late response assessment (LRA; PET and MRI/CT). All patients with SER received involved-site RT: 21.6 Gy for complete PET response (ie, DS 1-3) or 30.6-36 Gy for partial PET response (ie, DS 4 or 5). All patients received maintenance pembrolizumab for up to 17 cycles. The primary end point was objective response rate (ORR) by blinded independent central review (BICR) per Cheson 2007 IWG criteria. Secondary end points included PET negativity after consolidation and safety. Results: 78 patients with low-risk cHL received front-line ABVD. As of the data cutoff date (February 29, 2024), 10 of 78 patients had SER to ABVD and received consolidation with pembrolizumab plus AVD; 4 had completed consolidation and maintenance, 1 was continuing to receive treatment, and 5 had discontinued because of complete response (CR). Median time from allocation to data cutoff was 19.9 months (range, 5.6-44.8). Patients had received a median of 11.5 doses of pembrolizumab (range, 5-17) and the median time on pembro was 7.4 months (range, 3.5-11.3). The median age of patients was 16 years (range, 7-20), 6 (60%) were male, and 8 (80%) had Ann Arbor stage II disease. Of 10 patients who received consolidation, all (100%) had an LRA. The ORR was 100% (95% CI, 69-100; 9 CR and 1 partial response). Six patients (60%) were PET negative by BICR. Seven patients (70%) were PET negative by investigator review, all of whom received a reduced dose of RT. During consolidation, treatment-related adverse events (AEs) were reported in 8 patients (80%); grade 3 or 4 treatment-related AEs occurred in 4 patients (40%). No patients discontinued or died due to treatment-related AEs. Seven patients (67%) had pembrolizumab-related AEs, 3 of whom (30%) had a grade 3 event (vomiting, lymphocyte count decreased, white blood cell count decreased). Immune-mediated AEs occurred in 3 patients (30%; all grade 1 or 2 hypothyroidism). Conclusion: After additional follow-up, consolidation withpembrolizumab plus AVD and RT followed by pembrolizumab maintenance continued to demonstrate promising activity and manageable safety in patients with low-risk cHL and SER to ABVD. Of patients with a LRA, 60% were PET negative by BICR; 70% of patients were PET negative by investigator review and received a reduced dose of RT. These results support further evaluation of pembrolizumab plus AVD consolidation as a treatment option for patients with low-risk CHL and SER to front-line ABVD.

Introduction: The optimal induction for younger fit patients (pts) with mantle cell lymphoma (MCL) is unknown; though intensive chemoimmunotherapy (CIT) containing high dose cytarabine has been shown to prolong remission. Achieving molecular remission is an independent predictor of outcomes post induction therapy in patients with MCL. Incorporating undetectable measurable residual disease (uMRD) status into the primary endpoint may be preferable to progression-free survival (PFS), particularly when approaches following induction are varied (e.g., ASCT, maintenance treatment, observation). Induction with 3 cycles of bendamustine and rituximab followed by 3 cycles of cytarabine and rituximab (BR/CR) is associated with high complete metabolic response (CMR) and uMRD rates (Armand et al., BJH 2016; Merryman et al., Blood Adv 2020). Bruton's tyrosine kinase inhibitors (BTKi) including ibrutinib and acalabrutinib (A) in combination with CIT are highly effective in MCL (Wang et al., EHA 2024, LBA 3439). In 2019, the US Intergroup activated EA4181 to explore the efficacy with the addition of fixed duration BTKi, to BR or BR/CR for patients with MCL ≤ 70 years old. Patients and methods: Patients were randomized 1:1:1 (stratified by MIPI risk status) to 6 cycles of BR/CR (control arm), BR/CR-A, or BR-A. Cytarabine was dosed at 2 g/m2 Q12 hours x 4, with dose reductions based on age and creatinine clearance. Acalabrutinib was dosed at 100 mg BID continuously on BR cycles with the BR/CR-A and BR-A arms and at 100 mg BID on days 1-7 and 22-28 with CR cycles on the BR/CR-A arm to mitigate hematologic toxicity. Consolidation approaches following induction were at the discretion of the treating physician. The primary endpoint was a composite of PET/CT CMR and peripheral blood uMRD rate (&lt; 1 in 105). ClonoSEQ (Adaptive Biotechnologies) was performed at baseline and MRD testing was obtained at the end of induction. Secondary clinical objectives included PFS and overall survival (OS) at 36 months (mo), objective response rates (ORR), and toxicity rates. With 108 patients per arm expected, there was 86% power to detect an increase in PET/CT CMR/uMRD rate from 60% in the control arm to 75% in either BR/CR-A or BR-A arms using a Z-test with a 10% alpha (1-sided). Results: Between October 2019 and March 2023, 359 participants were randomized to BR/CR (n = 128), BR/CR-A (n = 129), and BR-A (n = 102). BR-A was closed to further accrual by the DSMC based on interim futility analysis for superiority in Fall 2022. The median (range) age was 61 (25, 70), 30% were ≥ 65 years, 77% were male, 89% were white, 89% were non-Hispanic, 18%/43%/39% were low/intermediate/high risk MIPI. Baseline clonal sequence was identified in 308/326 (95%) among samples received. 281/308 were eligible and treated and 260/281 had an end of treatment MRD test result (BR/CR = 85, BR/CR-A = 98, BR-A = 77). This subset (n = 260) is the focus of the primary analysis; sensitivity analysis included 281 eligible and treated pts with trackable clonal marker. In the primary analysis subset, 94%, 91%, and 90% in BR/CR, BR/CR-A, and BR-A arms, respectively, completed 6 cycles of protocol therapy. The PET/CT CMR/uMRD rates were 82% (BR/CR), 82% (BR/CR-A; p = 0.55 vs BR/CR), and 78% (BR-A; p = 0.76 vs BR/CR). In the sensitivity analysis set, PET/CT CMR/uMRD rates were 74% with BR/CR (n = 94), 76% (p = 0.44) with BR/CR-A (n = 106), and 74% (p = 0.52) with BR-A (n = 81). ORR (CMR) rates were 94% (91%), 99% (90%), and 94% (91%) with BR/CR, BR/CR-A, and BR-A, respectively. At a median follow-up of 27.9 mo, estimated 12-mo PFS/OS were 86%/94% (BR/CR), 89%/98% (BR/CR-A) and 87%/95% (BR-A). The proportion of treatment-related grade 3 or higher adverse events (AE) was 78%/88%/73%, with neutropenia in 52%/58%/27%, anemia in 23%/32%/3%, thrombocytopenia in 55%/66%/6%, and febrile neutropenia in 11%/12%/4%; treatment discontinuation due to AE occurred in 5%/7%/8% in BR/CR, BR/CR-A, and BR-A arms, respectively. Conclusion: High PET/CT CMR uMRD rates were seen in all 3 arms. BR/CR can be considered as a standard induction in pts ≤ 70. Addition of acalabrutinib to the standard arm added toxicity without improvement in efficacy, suggesting acalabrutinib should be avoided during Ara-C cycles. BR-A was found not superior and closed early by the DSMC; however, it is the least toxic arm with similar efficacy, and represents an appealing option to avoid high dose cytarabine.

Background: Anti-BCMA CAR T cells are a new standard of care for the treatment of RRMM patients. Hence, it is paramount to identify determinants of response and resistance for individualized approaches. There is emerging data about the importance of depth of response in prolonged progression-free survival (PFS) and of genetic antigen escape in treatment resistance. By contrast, there is limited understanding of how patient' outcomes are shaped by immune fitness prior aphaeresis, and virtually no data about CAR T and endogenous profiles post infusion. Aim: Characterize immune dynamics and investigate its prognostic value in RRMM patients treated with CAR T cells. Methods: Immune profiling was performed using multidimensional and computational flow cytometry in 285 bone marrow aspirates from 120 RRMM patients enrolled in the KarMMa phase 2 trial. In total, 170 immune clusters were identified and systematically quantified in a pileup analysis of samples collected before and at months 1, 3, 6 and 12 after CAR T infusion. Immune scores were developed using cox regression with 10-fold cross-validation. Results: At baseline (n = 63), there were significant associations between the bone marrow immune composition and the number of prior lines of treatment, prior autologous transplant and staging. Namely, there were higher proportions of ICOS, PD1, TIGIT and TIM3 positive cells within the CD4+ and CD8+ T cell compartments from heavily pretreated patients and those with R-ISS 3. A baseline immune score defined by the percentages of GrzmB+HLADR+ cytotoxic NK cells, TIGIT+ Tregs, CD4+CD127+ICOS+ and CD4+CD25+CD127+TIGIT+, CD8+TIGIT+, CD8+GrzmB+HLADR+ and CD8+CD27+CD95+CD45RAloCD197lo T cells was associated with PFS. Patients with low vs high risk immune score at baseline had median PFS of 25 vs 6 months, respectively (p &lt; .001). Interestingly, there were no significant associations between the baseline risk score and treatment or staging, suggesting potential complementarity of immune profiling with other prognostic factors. At month 1 after infusion (n = 55), the presence of &gt;1% vs &lt;1% CAR T cells was associated with longer PFS (medians of 20 vs 8 months, p = .002). In addition to the magnitude of CAR T persistence, it was interesting to observe increased percentages of CD8+ CAR T cells in patients with &lt;5 prior lines of therapy, of CD4+HLADR+ and CD8+TEMRA CAR T cells in patients with R-ISS 1/2, as well as of PD1+TIM3+ CD4+ and CD8+ CAR T cells in patients with R-ISS 3. Moreover, the phenotype of CAR T cells was associated with PFS. Patients with low vs high risk immune score (ie, based on the percentages of CD4+CD57+, CD8+CD27-EM, CD8+PD1+TIM3+ and CD4+CD8+ CAR T cells) had median PFS not reached vs 11 months, respectively (p &lt; .0001). Similarly to the above, there were no significant associations between the CAR T immune risk score and treatment or staging, suggesting potential complementarity of CAR T quantification and phenotyping post-infusion with other patient' characteristics. Next, we investigated endogenous T cell dynamics in 51 RRMM patients with paired samples prior and after CAR T infusion. There were significant differences in the frequencies of 30 immune clusters, including CD27+ naïve and EM CD4+ and CD8+ T cells, ICOS+ and TIGIT+ Tregs, CD4+ and CD8+ T cells, as well as of CD25+CD127+ CD4+ and CD8+ T cells. Furthermore, an immune risk score defined at the latest available time point (n = 95) was associated with PFS (p &lt; .0001). Patients with lower levels of GrzmB+ cytotoxic NK cells and of immunoregulatory HLADR- NK cells, as well as of CD4+CD27+CD95+CM, CD4+HLADR+, CD8+PD1+ and CD8+CD27-CD95+EM T cells showed a high risk score and a median PFS of 6 vs 20 months in patients with low risk immune score. Conclusions: This is one of the largest dynamic studies of immune profiling in a clinical trial investigating anti-BCMA CAR T cells in RRMM. Our results uncovered that patient' immune status is shaped by prior treatment and staging, and that the distribution of different NK, Treg, CD4+ and CD8+ T cells prior aphaeresis is associated with PFS. Furthermore, the phenotype of CAR T cells at month 1 after infusion may be as prognostic as its percentage. We also showed how treatment with CAR T cells modulates the bone marrow immune composition and how it may contribute to immune escape vs surveillance. Altogether, this study supports immune profiling for improved understanding of response and resistance to CAR T cells in RRMM.