ABSTRACT
Artificial intelligence enabled interpretation of electrocardiogram waveform images (AI-ECG) can identify patterns predictive of future adverse cardiac events. We hypothesized such an approach, which is well described in general medical and surgical patients, would provide prognostic information with respect to the risk of cardiac complications and overall mortality in patients undergoing hematopoietic cell transplantation (HCT) for blood malignancy. We retrospectively subjected ECGs obtained pre-HCT to an externally trained, deep learning model designed to predict risk of atrial fibrillation (AF). Included were 1,377 patients (849 autologous HCT and 528 allogeneic HCT recipients). Median follow-up was 2.9 years. The three-year cumulative incidence of AF was 9% (95% CI: 7-12%) in autologous HCT patients and 13% (10-16%) in allogeneic HCT patients. In the entire cohort, pre-HCT AI-ECG estimate of AF risk correlated highly with development of clinical AF (Hazard Ratio (HR) 7.37, 3.53-15.4, p <0.001), inferior overall survival (HR: 2.4; 1.3-4.5, p = 0.004), and greater risk of non-relapse mortality (HR 3.36, 1.39-8.13, p = 0.007), without increased risk of relapse. Significant associations with mortality were only noted in allo HCT recipients, where the risk of non-relapse mortality was greater. Compared to calcineurin inhibitor-based graft versus host disease prophylaxis, the use of post-transplantation cyclophosphamide resulted in greater 90-day incidence of AF (13% versus 5%, p = 0.01), corresponding to temporal changes in AI-ECG AF prediction post HCT. In summary, AI-ECG can inform risk of post-transplant cardiac outcomes and survival in HCT patients and represents a novel strategy for personalized risk assessment after HCT.
ABSTRACT
PURPOSE: Access to allogeneic hematopoietic cell transplantation (HCT) remains limited among persons of non-European ancestry if human leukocyte antigen (HLA) matching is required. We evaluated whether post-transplant cyclophosphamide (PTCy)-based graft-versus-host disease (GVHD) prophylaxis improved HCT outcomes with HLA-matched unrelated donor (MUD) and mismatched unrelated donor (MMUD) HCT when compared with calcineurin inhibitor (CNI)-based prophylaxis. METHODS: Three-year overall survival (OS) and GVHD-free, relapse-free survival (GRFS) were compared between adult recipients undergoing initial MUD or single HLA locus MMUD HCT with either PTCy- or CNI-based prophylaxis who were reported to the Center for International Blood and Marrow Transplant Research between 2017 and 2021. RESULTS: Included were 10,025 HCT recipients (7,272 recipients of MUD with CNI, 1,681 MUD with PTCy, 613 MMUD with CNI, and 459 MMUD with PTCy) who underwent HCT for acute leukemia (70.9%) or myelodysplastic syndromes (29.2%). Median patient age was 60.7 years (range, 18.0-82.7) and median follow-up was 36.6 (range, 3.0-77.8) months. When compared with MUD HCT with PTCy, MMUD HCT with PTCy had similar OS (hazard ratio [HR], 0.96 [95% CI, 0.823 to 1.11]; P = .60) and GRFS (HR, 0.90 [0.79 to 1.02]; P = .1). When compared with MUD HCT with CNI, OS was improved after MUD HCT with PTCy (HR, 0.88 [0.80 to 0.96]; P = .004) and GRFS was improved with PTCy after either MUD (HR, 0.61 [0.57 to 0.66]; P < .0001) or MMUD (HR, 0.68 [0.60 to 0.76]; P < .0001) HCT. Benefit from PTCy was independent of patient ancestry. Global registry level analysis demonstrated that inclusion of MMUD increased donor availability regardless of recipient ancestry. CONCLUSION: Use of PTCy results in comparable OS and GRFS using either MUD or MMUD HCT, expanding access to HCT for patients from all racial and ethnic ancestry groups.
ABSTRACT
ABSTRACT: Chronic graft-versus-host disease (cGVHD) remains a significant problem for patients after allogeneic hematopoietic stem cell transplantation (allo-HSCT). Although in vivo lymphodepletion for cGVHD prophylaxis has been explored in the myeloablative setting, its effects after reduced-intensity conditioning (RIC) are not well described. Patients (N = 83) with hematologic malignancies underwent targeted lymphodepletion chemotherapy followed by a RIC allo-HSCT using peripheral blood stem cells from unrelated donors. Patients were randomized to 2 GVHD prophylaxis arms: alemtuzumab and cyclosporine (AC; n = 44) or tacrolimus, methotrexate, and sirolimus (TMS; n = 39), with the primary end point of cumulative incidence of severe cGVHD. The incidence of severe cGVHD was lower with AC vs TMS prophylaxis at 1- and 5-years (0% vs 10.3% and 4.5% vs 28.5%; overall, P = .0002), as well as any grade (P = .003) and moderate-severe (P < .0001) cGVHD. AC was associated with higher rates of grade 3 to 4 infections (P = .02) and relapse (52% vs 21%; P = .003) with no difference in 5-year GVHD-free-, relapse-free-, or overall survival. AC severely depleted naïve T-cell reconstitution, resulting in reduced T-cell receptor repertoire diversity, smaller populations of CD4Treg and CD8Tscm, but a higher ratio of Treg to naïve T-cells at 6 months. In summary, an alemtuzumab-based regimen successfully reduced the rate and severity of cGVHD after RIC allo-HSCT and resulted in a distinct immunomodulatory profile, which may have reduced cGVHD incidence and severity. However, increased infections and relapse resulted in a lack of survival benefit after long-term follow-up. This trial was registered at www.ClinicalTrials.gov as #NCT00520130.
Subject(s)
Alemtuzumab , Cyclosporine , Graft vs Host Disease , Immunosuppressive Agents , Methotrexate , Sirolimus , Tacrolimus , Adult , Aged , Female , Humans , Male , Middle Aged , Young Adult , Alemtuzumab/therapeutic use , Alemtuzumab/administration & dosage , Chronic Disease/prevention & control , Cyclosporine/therapeutic use , Cyclosporine/administration & dosage , Graft vs Host Disease/epidemiology , Graft vs Host Disease/etiology , Graft vs Host Disease/prevention & control , Hematologic Neoplasms/therapy , Hematopoietic Stem Cell Transplantation/adverse effects , Immunosuppressive Agents/administration & dosage , Immunosuppressive Agents/therapeutic use , Methotrexate/therapeutic use , Methotrexate/administration & dosage , Sirolimus/administration & dosage , Sirolimus/therapeutic use , Tacrolimus/administration & dosage , Tacrolimus/therapeutic use , Transplantation Conditioning/methods , Transplantation, Homologous/adverse effectsABSTRACT
ABSTRACT: Despite the global unrelated donor (URD) registry size, the degree to which URD availability is a transplant barrier is not established. We evaluated the availability of 3,843 URDs requested for 455 diverse adult patients (predominantly with acute leukemia). URDs for non-Europeans were more likely to be domestic and had markedly lower Donor Readiness scores. Of URDs requested for confirmatory HLA-typing (CT) alone (ie, without simultaneous workup), 1,894 of 3,529 (54%) were available. Availability of domestic URDs was 45%. Donor Readiness score was highly predictive of CT availability. More non-European patients (n = 120) than Europeans (n = 335) had >10 URDs requested and <5 available. Of workup requests (after CT or CT-workup), <70% (604/889 [68%]) were available. More non-Europeans had <2 URDs available. URD availability for CT was markedly worse for non-Europeans, with availabilities for African, non-Black Hispanic, and Asian patients being 150/458 (33%), 120/258 (47%), and 119/270 (44%), respectively, with further decrements in URD workup availability. Our data suggest the functional size of the URD pool is much smaller than appreciated, mandating major operational changes for transplant centers and donor registries. Likelihood of donor availability should have a high priority in donor selection. Considering patient ancestry and URD Donor Readiness scores, centers should pursue, and registries permit, simultaneous pursuit of many URDs and abandon futile searches. Patients should be informed about their likelihood of donor availability and alternative options. Finally, although registries should address high URD attrition and speed procurement, use of all HLA-disparate graft types is needed to facilitate timely transplant for all.
Subject(s)
Hematopoietic Stem Cell Transplantation , Unrelated Donors , Humans , Unrelated Donors/supply & distribution , Male , Transplantation, Homologous , Female , Adult , Ethnicity , Registries , Middle Aged , Racial Groups , VolunteersABSTRACT
BACKGROUND: There is limited information on the prognostic impact of new onset versus preexistent atrial fibrillation (AF) in hospitalized patients with cancer. OBJECTIVES: We sought to determine the clinical impact of new onset AF (NOAF) compared with preexistent AF in hospitalized patients with cancer. METHODS: All patients with cancer hospitalized over the course of one year with clinically manifest new or preexistent AF were enrolled in the Memorial Sloan Kettering Cancer Center (MSKCC) AF registry. The relationship of NOAF to the primary composite outcome of all cause death, cardiovascular (CV) rehospitalization or cerebrovascular event (CVE), as well as secondary CV endpoints, were analyzed using proportional hazards regression. Where applicable, the competing risk of death was accounted for using methodology described by Fine and Gray. RESULTS: Among 606 patients included in the analysis, 313 (51.7%) had NOAF and 293 (48.3%) had preexistent AF. Patients with NOAF were younger and had less frequent prior history of CV disease compared with patients with preexistent AF. At follow up, patients with NOAF had a higher adjusted hazard for the primary composite outcome versus patients with prior AF (HR 1.64, 95% CI 1.27, 2.13, p=0.002), as well as the secondary CV composite outcome of clinical AF recurrence, CV death, CV rehospitalization or CVE (HR 2.17, 95% CI 1.57, 2.99, P<0.0001). CONCLUSIONS: In hospitalized patients with cancer and electrocardiographically manifest new versus preexistent AF, NOAF was associated with a higher risk for the primary composite outcome of all-cause death, CV rehospitalization or CVE.