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1.
bioRxiv ; 2024 Jun 21.
Article in English | MEDLINE | ID: mdl-38948703

ABSTRACT

Background: Metabolic remodeling is a hallmark of the failing heart. Oncometabolic stress during cancer increases the activity and abundance of the ATP-dependent citrate lyase (ACL, Acly ), which promotes histone acetylation and cardiac adaptation. ACL is critical for the de novo synthesis of lipids, but how these metabolic alterations contribute to cardiac structural and functional changes remains unclear. Methods: We utilized human heart tissue samples from healthy donor hearts and patients with hypertrophic cardiomyopathy. Further, we used CRISPR/Cas9 gene editing to inactivate Acly in cardiomyocytes of MyH6-Cas9 mice. In vivo, positron emission tomography and ex vivo stable isotope tracer labeling were used to quantify metabolic flux changes in response to the loss of ACL. We conducted a multi-omics analysis using RNA-sequencing and mass spectrometry-based metabolomics and proteomics. Experimental data were integrated into computational modeling using the metabolic network CardioNet to identify significantly dysregulated metabolic processes at a systems level. Results: Here, we show that in mice, ACL drives metabolic adaptation in the heart to sustain contractile function, histone acetylation, and lipid modulation. Notably, we show that loss of ACL increases glucose oxidation while maintaining fatty acid oxidation. Ex vivo isotope tracing experiments revealed a reduced efflux of glucose-derived citrate from the mitochondria into the cytosol, confirming that citrate is required for reductive metabolism in the heart. We demonstrate that YAP inactivation facilitates ACL deficiency. Computational flux analysis and integrative multi-omics analysis indicate that loss of ACL induces alternative isocitrate dehydrogenase 1 flux to compensate. Conclusions: This study mechanistically delineates how cardiac metabolism compensates for suppressed citrate metabolism in response to ACL loss and uncovers metabolic vulnerabilities in the heart.

2.
J Heart Lung Transplant ; 43(2): 314-323, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37793509

ABSTRACT

BACKGROUND: Sensitization to human leukocyte antigens (HLA) is a persistent problem in heart transplant (HT) candidates. We sought to characterize the anti-HLA antibody and circulating B cell repertoire in a cohort of highly sensitized HT candidates. METHODS: We assessed immunoglobulin G (IgG) and immunoglobulin M (IgM) anti-HLA antibodies using Luminex single antigen bead assays in a cohort of 11 highly sensitized (HS; calculated panel reactive antibody ≥ 90%) and 3 mildly sensitized (MS) candidates. We also performed B cell receptor repertoire sequencing (BCRseq) in HS candidates and 33 non-candidate controls. HLA antibody strength was measured by mean fluorescence intensity (MFI). RESULTS: We found that IgM anti-HLA antibodies were present in all HS candidates, but with a lower breadth and strength as compared to IgG. When anti-HLA IgG specificities intersected with IgM, binding strength was higher. In contrast, there were IgM but no intersecting IgG specificities for the MS group. In four candidates in the HS group, IgG anti-HLA antibodies decreased in both breadth and strength after HT, but the decrease in strength was smaller if the IgG possessed a specificity that intersected with pre-transplant IgM. BCRseq revealed larger B cell clonotypes in HS candidates but similar diversity as compared to controls. CONCLUSIONS: IgM marks IgG anti-HLA antibodies with higher strength before HT and persistence after HT. The presence of IgM intersecting IgG for an anti-HLA specificity may be a useful approach to determine which donor HLA should be avoided for a sensitized candidate.


Subject(s)
Heart Transplantation , Immunoglobulin G , Humans , HLA Antigens , Histocompatibility Antigens Class I , Immunoglobulin M , Isoantibodies , Graft Rejection
5.
J Heart Lung Transplant ; 42(10): 1408-1414, 2023 10.
Article in English | MEDLINE | ID: mdl-37150473

ABSTRACT

BACKGROUND: The risks and benefits of desensitization therapy (DST) in highly sensitized mechanical circulatory support (MCS) patients are not well known. We investigated 3 year post-transplant outcomes of desensitized durable MCS patients. METHODS: Among 689 consecutively enrolled heart transplantation recipients between 2010 and 2016, we categorized them into Group A (desensitized MCS patients, n = 21), Group B (desensitized non-MCS patients, n = 28) and Group C (all nondesensitized patients, n = 640). Post-transplant outcomes included the incidence of primary graft dysfunction, 3-year survival, freedom from cardiac allograft vasculopathy, nonfatal major adverse cardiac events, any treated rejection, acute cellular rejection, antibody mediated rejection (AMR) and infectious complications. RESULTS: The types of DST in Groups A and B were similar and included combinations of rituximab/intravenous immunoglobulin and plasmapheresis/bortezomib. Group A, compared with Group B, showed significantly higher pre-DST panel reactive antibody (PRA) (92.2 ± 9.8 vs. 83.3 ± 15.6, P = 0.007) and higher PRA reduction after DST (-22.2 ± 26.9 vs. -6.3 ± 7.5, P = 0.015). Groups A and C showed comparable primary graft dysfunction, 3-year survival, freedom from cardiac allograft vasculopathy, nonfatal major adverse cardiac events, any treated rejection, acute cellular rejection, and AMR. Although statistically not significant, Group A showed numerically higher 3-year freedom from AMR than Group B. Infectious complications were similar in both Groups A and B. CONCLUSIONS: DST for MCS patients showed significant PRA reduction, resulting in an expansion of the donor pool. The post-transplant outcome of desensitized MCS patients showed comparable clinical outcomes to non-desensitized control patients in the same study period, revealing the safety and efficacy of DST.


Subject(s)
Heart Transplantation , Kidney Transplantation , Primary Graft Dysfunction , Humans , Kidney Transplantation/adverse effects , Primary Graft Dysfunction/etiology , Treatment Outcome , Antibodies , Graft Rejection , Graft Survival , Retrospective Studies
7.
Eur Heart J Case Rep ; 7(3): ytad105, 2023 Mar.
Article in English | MEDLINE | ID: mdl-36923113

ABSTRACT

Background: Transthyretin amyloidosis (TTR) is increasingly implicated as an aetiology of advanced cardiomyopathy. Typically, both genetic variant (TTRv) and wild-type (TTRwt) amyloidosis present with a restrictive phenotype. We present a series of three patients who were found to have cardiac amyloidosis on explant following heart transplant (HT) who had atypical, non-restrictive phenotypes. Case Summary: All three patients were men, three were Black, and only one had an alternative pre-HT explanation for their advanced, dilated cardiomyopathy. Pre-HT transthoracic echocardiograms were notable for left ventricular (LV) dilation (>95th percentile for height and gender), low EF, and normal LV wall thickness. Explants showed varying amounts of amyloid deposition, ranging from diffuse biventricular patterns to perivascular involvement. Mass spectrometry confirmed the presence of TTRv (two cases) and TTRwt (one case). Discussion: Patients with dilated cardiomyopathy may harbour cardiac amyloidosis. Uncertainty remains regarding the contribution of amyloidosis to the development of a dilated phenotype. The pathogenic Val142Ile variant seen in two of these patients, a variant common in Black patients, suggests a need for further investigation into the potential relationship between TTRv amyloidosis and dilated cardiomyopathy.

8.
J Heart Lung Transplant ; 42(5): 617-626, 2023 05.
Article in English | MEDLINE | ID: mdl-36682894

ABSTRACT

BACKGROUND: Primary graft dysfunction (PGD) is a major cause of early mortality following heart transplant (HT). Donor risk factors for the development of PGD are incompletely characterized. Donor management goals (DMG) are predefined critical care endpoints used to optimize donors. We evaluated the relationship between DMGs as well as non-DMG parameters, and the development of PGD after HT. METHODS: A cohort of HT recipients from 2 transplant centers between 1/1/12 and 12/31/19 was linked to their respective donors in the United Network for Organ Sharing (UNOS) DMG Registry (n = 1,079). PGD was defined according to modified ISHLT criteria. Variables were subject to univariate and multivariable multinomial modeling with development of mild/moderate or severe PGD as the outcome variable. A second multicenter cohort of 4,010 donors from the DMG Registry was used for validation. RESULTS: Mild/moderate and severe PGD occurred in 15% and 6% of the cohort. Multivariable modeling revealed 6 variables independently associated with mild/moderate and 6 associated with severe PGD, respectively. Recipient use of amiodarone plus beta-blocker, recipient mechanical circulatory support, donor age, donor fraction of inspired oxygen (FiO2), and donor creatinine increased risk whereas predicted heart mass ratio decreased risk of severe PGD. We found that donor age and FiO2 ≥ 40% were associated with an increased risk of death within 90 days post-transplant in a multicenter cohort. CONCLUSIONS: Donor hyperoxia at heart recovery is a novel risk factor for severe primary graft dysfunction and early recipient death. These results suggest that excessive oxygen supplementation should be minimized during donor management.


Subject(s)
Heart Transplantation , Hyperoxia , Primary Graft Dysfunction , Humans , Primary Graft Dysfunction/epidemiology , Primary Graft Dysfunction/etiology , Hyperoxia/complications , Risk Factors , Heart Transplantation/adverse effects , Tissue Donors , Oxygen , Retrospective Studies
9.
J Heart Lung Transplant ; 42(4): 409-422, 2023 04.
Article in English | MEDLINE | ID: mdl-36631340

ABSTRACT

Heart transplantation (HT) remains the preferred therapy for patients with advanced heart failure. However, for sensitized HT candidates who have antibodies to human leukocyte antigens , finding a suitable donor can be challenging and can lead to adverse waitlist outcomes. In recent years, the number of sensitized patients awaiting HT has increased likely due to the use of durable and mechanical circulatory support as well as increasing number of candidates with underlying congenital heart disease. This State-of-the-Art review discusses the assessment of human leukocyte antigens antibodies, potential desensitization strategies including mechanisms of action and specific protocols, the approach to a potential donor including the use of complement-dependent cytotoxicity, flow cytometry, and virtual crossmatches, and peritransplant induction management.


Subject(s)
Desensitization, Immunologic , Heart Transplantation , Humans , Adult , Desensitization, Immunologic/methods , Antibodies , HLA Antigens , Graft vs Host Reaction , Histocompatibility Testing
10.
J Heart Lung Transplant ; 42(4): 423-432, 2023 04.
Article in English | MEDLINE | ID: mdl-36702686

ABSTRACT

Immunological injury to the allograft, specifically by antibodies to de novo donor specific human leukocyte antigen (dnDSA) and antibody mediated injury and rejection are the major limitations to graft survival after heart transplantation (HT). As such, our approach to allosensitization remains limited by the inability of contemporaneous immunoassays to unravel pathogenic potential of dnDSA. Additionally, the role of dnDSA is continuously evaluated with emerging methods to detect rejection. Moreover, the timing and frequency of dnDSA monitoring for early detection and risk mitigation as well as management of dnDSA remain challenging. A strategic approach to dnDSA employs diagnostic assays to determine relevant antibodies in conjunction with clinical presentation and injury/rejection of allograft to tailor therapeutics. In this review, we aim to outline contemporary knowledge involving detection, monitoring and management of dnDSA after HT. Subsequently, we propose a diagnostic and therapeutic approach that may mitigate morbidity and mortality while balancing adverse reactions from pharmacotherapy.


Subject(s)
Antibodies , Heart Transplantation , Humans , Adult , Retrospective Studies , Heart Transplantation/adverse effects , HLA Antigens , Transplantation, Homologous , Tissue Donors , Graft Survival , Graft Rejection , Isoantibodies
11.
J Clin Med ; 11(21)2022 Oct 28.
Article in English | MEDLINE | ID: mdl-36362606

ABSTRACT

Dapsone is considered an alternative for pneumocystis jirovecii pneumonia (PJP) prophylaxis in sulfa-allergic or -intolerant transplant patients with normal glucose-6-phosphate dehydrogenase (G6PD) activity. Despite normal G6PD activity, anemia can still occur while on dapsone therapy. We retrospectively reviewed heart transplant patients transplanted at our center between January 2016 and June 2018 and identified those taking dapsone prophylaxis. There were 252 heart transplant recipients at our center between January 2016 and June 2018. 36 patients received dapsone prophylaxis. All had normal G6PD activity assessed prior to dapsone initiation. 8 (22%) patients developed significant anemia attributed to dapsone: 2 were hospitalized for anemia, 1 of whom required blood transfusion. These patients had a median reduction in hemoglobin of 2.1 g/dL from baseline prior to dapsone initiation. Overt evidence of hemolysis was present in six patients. Once dapsone was discontinued, Hgb increased by at least 2 g/dL in a median of 30 days. Anemia from dapsone may occur in a significant proportion of patients despite normal G6PD activity and resulting in significant morbidity. Careful monitoring of transplant recipients on dapsone prophylaxis is warranted, as well as consideration of alternative agents.

12.
Am J Transplant ; 22(12): 2942-2950, 2022 12.
Article in English | MEDLINE | ID: mdl-36050598

ABSTRACT

We aimed to investigate the characteristics and outcomes of HTx recipients with a history of pretransplant malignancy (PTM). Among 1062 HTx recipients between 1997 and 2013, 73 (7.1%) patients had PTMs (77 cancer cases). We analyzed post-HTx outcome, recurrence of PTM, and development of de novo malignancies. Post-HTx outcome included overall survival, 10-year survival, 10-year freedom from cardiac allograft vasculopathy (CAV), non-fatal major adverse cardiac events (NF-MACE), any treated rejection (ATR), acute cellular rejection (ACR), and antibody-mediated rejection (AMR). Four most common PTMs were lymphoproliferative disorders (18.2%), prostate cancers (18.2%), non-melanoma skin cancers (18.2%), and breast cancers (13.0%). Median time from PTM and HTx was 9.0 years. During a median follow-up of 8.6 years after HTx, patients with PTM, compared to those without, showed significantly higher incidence of posttransplant malignancies (43.8% vs. 20.8%, p < .001) including 9.6% (n = 7) of PTM recurrences. However, patients with PTM, compared to those without, showed comparable overall survival, 10-year survival, 10-year freedom from CAV, NF-MACE, ATR, ACR, and AMR. Therefore, a history of PTM should not disqualify patients from HTx listing, while further research is necessary for early detection of posttransplant malignancies in these patients.


Subject(s)
Heart Transplantation , Lymphoproliferative Disorders , Male , Humans , Heart Transplantation/adverse effects , Neoplasm Recurrence, Local/etiology , Graft Rejection/diagnosis , Lymphoproliferative Disorders/etiology , Incidence , Antibodies , Retrospective Studies
13.
Front Cardiovasc Med ; 9: 939275, 2022.
Article in English | MEDLINE | ID: mdl-36003907

ABSTRACT

Background: Post-transplant malignancy (PTM) causes long-term morbidity and mortality in heart transplant (HTx) recipients. However, the detailed characteristics or predictors of PTM are not well-known. We evaluated the incidence, characteristics, long-term outcomes, and predictors of de novo PTM using a single center large-volume database. Methods: We retrospectively analyzed the types and characteristics of de novo PTM in 989 patients who underwent HTx. Univariate and multivariate logistic regression analyses were used for the PTM prediction model. Results: Two hundred and six patients (20.8%) had de novo PTMs (241 cancers) during a median follow-up of 11.5 years. PTM patients were older than non-PTM patients, received immunosuppressive therapy for a longer period, and were more likely to be male and white. Skin cancers were the most frequent types of malignancy (60.6%) followed by prostate (9.5%), lung (7.1%), and breast (4.1%) cancers. Although most cancers (88.8%) were surgically resected at initial presentation, about half (47.3%) recurred or progressed. Patients with skin cancer and non-skin cancer had significantly lower overall survival (P < 0.001) than patients without cancer. Older age (P < 0.001), white race (P = 0.001), and longer time receiving immunosuppressive therapy (P < 0.001) were independent predictors for PTM. Conclusion: Older age, white race, and longer administration of immunosuppressive therapies were independent risk factors for PTM, which was associated with increased mortality. Further research is necessary for the prevention and early detection of PTM in HTx recipients.

14.
Transplant Direct ; 8(5): e1312, 2022 May.
Article in English | MEDLINE | ID: mdl-35415215

ABSTRACT

Background: Homozygosity for HLAs has been associated with adverse outcomes after viral infection as well as pregnancy-induced HLA sensitization. We sought to assess the relationship between HLA locus homozygosity and the level of HLA antibody sensitization. Methods: We measured sensitization using the calculated panel reactive antibody value for a large cohort of 147 461 patients added to the US OPTN/United Network for Organ Sharing kidney transplant waitlist between December 2014 and December 2019. We used multinomial logistic modeling to compare 62 510 sensitized patients to 84 955 unsensitized controls. Results: We found that the number of homozygous HLA loci was strongly associated with the level of sensitization. Within mildly, highly, or extremely sensitized candidates, women displayed a higher relative abundance of HLA homozygosity at multiple HLA loci as compared with men, with attenuation of this effect in Black candidates. In a multivariable logistic model, the number of homozygous HLA loci interacted with female sex but not with other factors associated with sensitization, including recipient ethnicity and a history of prior kidney transplant. Conclusions: This study shows that HLA homozygosity is an innate genetic factor that affects the likelihood of HLA sensitization. Further research is needed to identify the immunologic mechanisms that underlie this observation.

15.
Curr Transplant Rep ; 9(1): 48-54, 2022.
Article in English | MEDLINE | ID: mdl-35039790

ABSTRACT

Purpose of Review: Older adults with end-stage heart failure may be candidates for heart transplantation (HT) and changing guidelines and institutional policies have increased the availability of HT for septuagenarians. This review explores historical, pre-HT evaluation, and post-HT outcomes for older adult HT recipients. Recent Findings: Rates of HT in older adults have increased in the past decade and more than 800 septuagenarians have undergone HT. Older adult HT recipients have similar survival, rehospitalization, and graft failure rates when compared to younger patients despite additional comorbidities and higher risk donors. Summary: HT is feasible in carefully selected older adults. As the number of older adults who are considered for HT increases, additional research into population-specific assessment tools will be needed. Furthermore, age-related immune changes warrant population-specific studies on immunosuppressive regimens.

16.
J Heart Lung Transplant ; 41(3): 365-372, 2022 03.
Article in English | MEDLINE | ID: mdl-34895990

ABSTRACT

BACKGROUND: Sensitization, defined as the presence of circulating antibodies, presents challenges, particularly in patients undergoing heart transplantation (HTx) bridged with durable mechanical circulatory support (MCS). We aimed to investigate the post-transplantation outcomes of sensitized MCS patients. METHODS: Among 889 consecutively enrolled heart transplant (HTx) recipients between 2010 and 2018, 86 (9.7%) sensitized MCS patients (Group A) were compared with sensitized non-MCS patients (Group B, n = 189), non-sensitized MCS patients (Group C, n = 162), and non-sensitized non-MCS patients (Group D, n = 452) regarding post-HTx outcomes, including the incidence of primary graft dysfunction (PGD), 1-year survival, and 1-year freedom from antibody-mediated rejection (AMR). RESULTS: Sensitized MCS patients (Group A) showed comparable rates of PGD, 1-year survival, and 1-year freedom from AMR with Groups C and D. However, Group A showed significantly higher rates of 1-year freedom from AMR (95.3% vs 85.7%, p = 0.02) and an earlier decline in panel-reactive antibody (PRA) levels (p < 0.01) than sensitized non-MCS patients (Group B). Desensitization therapy effectively reduced the levels of PRA in both Groups A and B. When Group A was further divided according to the presence of preformed donor-specific antibodies (DSA), patients with preformed DSA showed significantly lower rates of 1-year freedom from AMR than those without (84.2% vs 98.5%, p = 0.01). CONCLUSIONS: Sensitized MCS patients showed significantly lower rates of AMR and an earlier decline in PRA levels following HTx than sensitized non-MCS patients. Removal of MCS at the time of transplantation might underlie these observations.


Subject(s)
Antibodies/blood , Assisted Circulation , Heart Transplantation , Adult , Female , Graft Survival , Humans , Male , Middle Aged , Prospective Studies , Treatment Outcome
17.
Ann Diagn Pathol ; 56: 151876, 2022 Feb.
Article in English | MEDLINE | ID: mdl-34920382

ABSTRACT

PURPOSE: Patients with end-stage heart failure and concomitant irreversible liver injury may be candidates for combined heart liver transplant (CHLT). Determining appropriate candidates for CHLT is essential given organ scarcity. Transjugular liver biopsy (TJLB) is used to evaluate the severity of parenchymal liver injury in transplant candidates. In patients with congestive hepatopathy (CH), the fibrosis pattern may be heterogenous. METHODS: We reviewed all CHLT cases between 2007 and 2017, as well as lone-heart transplant cases with post-mortem autopsy. Pre-transplant TJLB was compared to explant to assess the performance of biopsy fibrosis staging. RESULTS: 12 patients were included. Median age at time of transplant was 58 and the cohort was predominantly male (75%). Seven (64%) TJLB were predominantly stage 4 fibrosis and 4 (36%) were stage 1. Advanced fibrosis was the dominant pattern in 7 (70%) explants and 5 (50%) explants had heterogenous fibrosis. In 50% of CH cases, there was discordance between the TJLB and explant. In the autopsy cases, the TJLB and autopsy findings differed. CONCLUSIONS: In this series of matched TJLB and explanted livers, we found variable performance of TJLB in predicting the predominant fibrosis stage present in the liver.


Subject(s)
Liver Cirrhosis/pathology , Liver Diseases/pathology , Liver/pathology , Adult , Aged , Biopsy , Female , Humans , Male , Middle Aged , Young Adult
18.
Clin Transplant ; 35(12): e14483, 2021 12.
Article in English | MEDLINE | ID: mdl-34546613

ABSTRACT

BACKGROUND: Cardiac allograft vasculopathy (CAV) causes late graft dysfunction and post-transplant mortality. Currently, the effects of different donor-specific antibodies (DSA) on the severity of CAV remain unclear. METHOD: We evaluated 526 adult heart transplant recipients at a single center between January 2010 and August 2015. Subjects were divided into those with DSA (n = 142) and those without DSA (n = 384, control). The DSA group was stratified into persistent DSA (n = 34), transient DSA (n = 105), 1:8 dilution DSA (n = 45), complement-binding (C1q) DSA (n = 36), Class I DSA (n = 37), and Class II DSA (n = 105). The primary outcome was the incidence of moderate-to-severe CAV (CAV 2/3) at 5-year follow-up. RESULTS: Subjects with persistent DSA, 1:8 dilution DSA, and C1q DSA had higher incidence of CAV 2/3 compared the control group (17.6%, 13.3%, and 16.7% vs. 3.1%, respectively; P≤ .001). The incidence of CAV 2/3 between subjects with transient DSA and the control group was similar (2.8% vs. 3.1%; P = .888). Subjects with Class II DSA also had higher incidence of CAV 2/3 (7.6% vs. 3.1%; P = .039). CONCLUSION: DSA that are persistent, 1:8 dilution positive, C1q positive, and Class II are associated with more severe grades of CAV. These DSA characteristics may prognosticate disease and warrant consideration for treatment.


Subject(s)
Heart Transplantation , Adult , Allografts , Graft Rejection/etiology , HLA Antigens , Heart Transplantation/adverse effects , Humans , Retrospective Studies
19.
Clin Transplant ; 35(12): e14454, 2021 12.
Article in English | MEDLINE | ID: mdl-34402096

ABSTRACT

Complement inhibition offers a novel treatment approach for antibody-mediated rejection (AMR). We examined patients with hemodynamic compromise AMR 2010-2020, comparing eight patients supplemented with eculizumab to 10 patients without; administration was at the treating physician's discretion. There were no significant differences between groups though eculizumab patients had a non-significantly higher inotrope score (208.8 mcg/kg/min vs. 2.6 mcg/kg/min; P = .22), more extracorporeal membrane oxygenation (ECMO) (62.5% vs. 20%; P = .066), and worse 1-year survival (37.5% vs. 60%; P = .63). The role of eculizumab is uncertain in AMR; multicenter collaborative studies are essential to better define its role.


Subject(s)
Heart Transplantation , Kidney Transplantation , Antibodies, Monoclonal, Humanized , Case-Control Studies , Complement Inactivating Agents , Graft Rejection/drug therapy , Graft Rejection/etiology , Humans , Isoantibodies
20.
J Heart Lung Transplant ; 40(10): 1235-1246, 2021 10.
Article in English | MEDLINE | ID: mdl-34274182

ABSTRACT

BACKGROUND: The clinical use of post-transplant risk scores is limited by their poor statistical performance. We hypothesized that developing specific prognostic models for each type of circulatory support at transplant may improve risk stratification. METHODS: We analyzed the UNOS database including contemporary, first, non-combined heart transplantations (2013-2018). The endpoint was death or retransplantation during the first year post-transplant. Three different circulatory support statuses at transplant were considered: no support, durable mechanical support and temporary support (inotropes, temporary mechanical support). We generated 1,000 bootstrap samples that we randomly split into derivation and test sets. In each sample, we derived an overall model and 3 specific models (1 for each type of circulatory support) using Cox regressions, and compared, in the test set, their statistical performance for each type of circulatory support. RESULTS: A total of 13,729 patients were included; 1,220 patients (8.9%) met the composite endpoint. Circulatory support status at transplant was associated with important differences in baseline characteristics and distinct prognosis (p = 0.01), interacted significantly with important predictive variables included in the overall model, and had a major impact on post-transplant predictive models (type of variables included and their corresponding hazard ratios). However, specific models suffered from poor discriminative performance and significantly improved risk stratification (discrimination, reclassification indices, calibration) compared to overall models in a very limited proportion of bootstrap samples (<15%). These results were consistent across several sensitivity analyzes. CONCLUSION: Circulatory support status at transplant reflected different disease states that influenced predictive models. However, developing specific models for each circulatory support status did not significantly improve risk stratification.


Subject(s)
Extracorporeal Membrane Oxygenation/methods , Graft Rejection/diagnosis , Heart Transplantation/methods , Heart-Assist Devices , Female , Global Health , Graft Rejection/epidemiology , Humans , Incidence , Male , Middle Aged , Prognosis , Retrospective Studies , Risk Factors , Treatment Outcome
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