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Article

New OPTN Simultaneous Liver-Kidney Transplant (SLKT) Policy Improves Racial and Ethnic Disparities

1
Department of Medicine, Loyola Medicine—MacNeal Hospital, Berwyn, IL 60402, USA
2
Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
3
Division of Gastroenterology and Hepatology, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
*
Author to whom correspondence should be addressed.
These authors contributed equally to this project.
J. Clin. Med. 2020, 9(12), 3901; https://doi.org/10.3390/jcm9123901
Submission received: 28 October 2020 / Revised: 24 November 2020 / Accepted: 25 November 2020 / Published: 1 December 2020
(This article belongs to the Special Issue Liver Transplantation: Improving Results under Worsening Conditions)

Abstract

:
(1) Background: On 10 August 2017, the Organ Procurement and Transplantation Network (OPTN) adopted standardized eligibility criteria to properly determine which transplant candidates should undergo Simultaneous Liver-Kidney Transplant (SLKT). Racial and ethnic disparities have not been examined after 2017. Therefore, using the United Network for Organ Sharing (UNOS), we aim to evaluate post-graft survival outcomes among Caucasians, African Americans, and Hispanics. (2) Methods: Kaplan–Meier curves and Cox regression models are used to compare post-transplant graft survival for Caucasians, African Americans (AAs), and Hispanics. Competing risk analysis is used to evaluate the cumulative incidence of death or re-transplantation with re-transplantation and death as competing risks. (3) Results: On multivariate Cox regression analysis, no differences in graft survival are found in AA (hazard ratio (HR): 1.30; 95% CI: 0.74–2.29 p = 0.354) or Hispanics (HR: 1.18; 95% CI: 0.70–2 p = 0.520) compared to Caucasians after 2017. On competing risk analysis of the risk of death with re-transplantation as a competing risk, no difference is found between ethnic minorities after 2017. There is a similar finding from competing risk analysis of the risk of re-transplantation with death as a competing risk. (4) Conclusion: After introducing standardized eligibility criteria for SLKT allocation, the post-graft survival outcomes remain similar between the different racial and ethnic groups, displaying the benefits of adopting such policy in 2017.

1. Introduction

Since the implementation of the model for end-stage liver disease (MELD) score, there has been a significant increase in the number of simultaneous liver-kidney transplants (SLKTs) [1,2]. However, due to the absence of a kidney allocation system in the context of liver transplant (LT), the practice of SLKT was unclear [3]. Regardless of the time spent by a candidate on the waitlist, the Organ Procurement and Transplantation Network (OPTN) prioritized candidates seeking a SLKT before candidates who were listed only for a kidney when the liver candidate and the deceased donor were in the same donation service area (DSA) [4]. As survival outcomes for LT recipients depend also on obtaining a kidney transplant, the regional SLKT allocation created a tremendous concern for the LT community [3]. A high percentage of SLKT patients received better quality kidneys than patients receiving kidney transplants alone [5]. These practices were criticized because they went against the OPTN Final Rule [3] and due to the concern about the unequal allocation of organs.
To address the previously mentioned concerns, on 10 August 2017, the OPTN adopted standardized eligibility criteria to properly determine which transplant candidates should undergo SLKT. This new policy established that the candidate would no longer receive priority for an SLKT at the time of their liver offer unless the candidate met certain medical eligibility criteria that suggested kidney dysfunction. The new criteria amended those originally proposed in 2009 [3]. It is defined by the presence of (1) chronic kidney disease with a measured or calculated estimated glomerular filtration rate (eGFR) ≤ 35 mL/minute as opposed to previous criteria that suggested eGFR < 30 mL/minute, (2) a sustained acute kidney injury without a specific number of dialysis requirements (previously two dialyze/week), or (3) the presence of metabolic diseases such as hyperoxaluria, atypical hemolytic uremic syndrome from mutations in factor H and possibly factor I, familial non-neuropathic systemic amyloidosis, or methylmalonic aciduria [6]. This policy also includes a safety net for patients who did not recover renal function after LT or those who consequently developed renal dysfunction [6]. Before the implementation of the new SLKT criteria, studies had noted disparities among ethnic minorities that directly affected post-graft survival rates [7]. However, racial and ethnic disparities have not been examined after 2017. Even though the amended SLKT criteria did not attend to eliminate disparities among racial/ethnic minorities, the transplant community has a responsibility to evaluate if allocation policy changes have triggered or exacerbated preexisting disparities. Therefore, using the United Network for Organ Sharing (UNOS), we aimed to evaluate post-graft survival outcomes among Caucasian, African American (AA), and Hispanic patients to assess whether racial/ethnic disparities are present in the post-SLKT era.

2. Materials and Methods

2.1. Study Population

The UNOS OPTN database was used to identify Caucasian, AA, and Hispanic patients who underwent SLKT from 10 August 2017 to 31 December 2019. We excluded children (age < 18 years), patients listed as status 1, and living donor transplants.

2.2. Outcomes

The primary outcome was post-transplant graft survival, defined as a composite of post-transplant death or need for re-transplantation. Secondary outcomes included post-transplant death alone or the need for re-transplantation alone.

2.3. Statistical Analysis

Demographic and clinical characteristics of patients who underwent SLKT after 2017 were compared using the Kruskal–Wallis test for continuous variables and Pearson’s chi-squared test (χ2) for categorical variables.
Continuous variables are reported as a median interquartile range (IQR), and categorical variables are summarized using percentages. Kaplan–Meier curves and Cox regression models were used to compare post-transplant graft survival for Caucasians, AAs, and Hispanics. We adjusted for recipient characteristics including age at transplant, sex, ethnicity, body mass index at transplant, and model for end-stage liver disease (MELD) score at transplant and UNOS region. We also adjusted for graft characteristics, including cold ischemia time, donor age, and degree of ABO matching. Competing risk analysis was used to evaluate the cumulative incidence of death or re-transplantation with re-transplantation and death as competing risks. All statistical analyses were conducted using Stata version 14.0 (StataCorp LP, College Station, TX, USA).

3. Results

Between 10 August 2017 and 31 December 2019, a total of 1214 patients underwent SLKT in the United States. Baseline clinical and demographic characteristics divided by race/ethnicity are displayed in Table 1. Caucasian recipients accounted for the majority (67%) of the population. A greater proportion of patients were men across the groups, and there was no difference in terms of age. Hispanics presented more severe disease and had a higher MELD score at transplant than Caucasian and AA patients. Patients with non-alcoholic steatohepatitis (NASH) and alcohol-related liver disease (ALD) formed a larger proportion of the subjects undergoing SLKT in both Caucasians and Hispanics, while hepatitis C virus (HCV) was the most common disease present in AAs.

3.1. Graft Survival

There was no difference between racial/ethnic groups in post-transplant graft survival at six months, one year, and two years (p = 0.905) (Figure 1). On multivariate Cox regression analysis, being male, cold ischemia, ALD, and HCV were associated with a higher risk of graft failure. However, no differences in graft survival were found in AAs (hazard ratio (HR): 1.30; 95% CI: 0.74–2.29 p = 0.354) or Hispanics (HR: 1.18; 95% CI: 0.70–2 p = 0.520) compared to Caucasians after 2017 (Table 2).

3.2. Competing Risk Analysis

For competing risk analysis of the risk of death with re-transplantation as a competing risk, there was no difference between ethnic minorities after 2017 (AA subdistribution hazard ratio (SHR) 1.20, 95% CI 0.64–2.23; Hispanics SHR 1.42, 95% CI 0.83–2.41) compared to Caucasians (Table 3, Figure 2). Similarly, for the competing risk analysis of the risk of re-transplantation with death as a competing risk, we found no difference between AAs (SHR 3.36, 95% CI 0.77–14.6) and Hispanics (SHR 0.40, 95% CI 0.07–2.17) compared to Caucasians (Table 3).

4. Discussion

Although studies evaluating racial/ethnic disparities in SLKT are scant, several studies have demonstrated persistent disparities among ethnic minorities in post-liver-transplant survival outcomes [8,9]. In our study, we evaluated post-transplant graft survival outcomes among AA, Hispanic, and Caucasian patients, and found no differences in graft survival, risk of death, or re-transplantation among the three groups after the amendment of the SLKT allocation criteria. To the best of our knowledge, this is the first study to assess potential racial/ethnic disparities in the post-SLKT era.
Irrespective of differences across Caucasians, AAs, and Hispanics that may suggest more severe disease such as higher MELD score and, therefore, an expected greater proportion of liver graft losses and death, our study shows that the amended SLKT allocation policy is providing equitable access to transplants. Several factors could explain our results. First, promoting a system where organs are allocated equitably based on objective level of medical needs allows the most vulnerable patients to receive life-saving organs regardless race/ethnicity or socioeconomic status. Second, access to centers with high transplant volume, improved surgical expertise, ancillary care and support can play a role in better transplant outcomes. For example, Macomber et al. found a decreased mortality and improved post-LT outcomes especially in sicker patients at centers with high volume transplants [10]. Third, better patient compliance with immunosuppressive medication and post-transplant follow-up could also help lead to improved post-transplant outcomes as suggested by Taber et al. This study showed that nonadherence to post-transplant follow-up appointments was a risk factor for graft loss and death in kidney transplant recipients [11].
Our results are similar to those previously published by Chang et al. in 2019. Using the OPTN database, they compared all-cause mortality between Caucasians, AAs, and Hispanics, before the SLKT criteria amendment and found that AAs had a lower mortality risk before 24 months but had a higher mortality risk afterward; in contrast, Hispanic patients had a lower overall mortality risk than Caucasians [7]. Unfortunately, there are insufficient data before the SLKT criteria amendment to compare disparities across the two eras. Given the new implementation of the SLKT allocation policy, we were unable to report long-term outcomes after transplantation, which makes a direct comparison between the two studies difficult.
Our study also highlights the high number of conducted SLKT, despite the kidney organ shortage [12,13]. This result can be explained by the implementation of new policies such as the MELD score due to the inclusion of serum creatine in the scoring system, which is an independent predictor of post-LT outcomes [14]. Likewise, the adoption of Share-35, which prioritizes sicker patients for broader regional sharing, has increased the proportion of LT from 18.5% to 26.5% [15]. Additionally, NASH afflicts a great proportion of our study population and it has been associated with a higher prevalence and incidence of chronic kidney disease [16]. Therefore, these factors may contribute to a rising absolute number and proportion of SLKTs.
SLKT has a higher number of postoperative complications than kidney after liver transplantation (KALT). International organizations such as Eurotransplant, which facilitates patient-oriented organ allocation for eight member states of the European Union, are more conservative and favor sequential KALT [17]. There is data that support this approach, for instance in a study conducted by Bacarro et al. [18], who compared post-transplant outcomes between SLKT and LT, a higher incidence of acute renal failure was found during hospitalization in patients who underwent SLKT compared to the LT group (55% vs. 35%). During the first six months of follow-up, this incidence rose to 65% and 70%, respectively. Other complications such as infections, shock, and the need for blood transfusions were also higher in the SLKT group. However, data on the benefit of SLKT over KALT have been inconsistent. Simpson et al. [19] found an increased incidence of chronic rejection and a decreased half-life of renal allografts in KALT patients compared to SLKT patients. Superior liver allograft and patient survival rates were found in patients undergoing SLKT, especially in the context of hepatorenal syndrome in a study by Fong et al. [20]. Another study found that SLKT conferred a reduction in the risk of liver graft loss only in patients with long-term dialysis [21]. However, Tanriover et al., after stratifying patients according to the level of renal dysfunction and dialysis status at transplant, found that the survival benefit of SLKT was limited to patients with serum creatine ≥2 mg/dL and not on dialysis [21]. Nevertheless, our results demonstrate that the increase in the number of SLKT has not resulted in decreased graft survival or increased racial/ethnic disparities as previously stated.
The strength of our study is the use of a large-scale database of transplant recipients, which allowed our findings to reflect nationwide trends in SLKT. However, the lack of granularity inherent in a large nationwide database could limit our results given unmeasurable confounding variables. Furthermore, we were unable to assess cause of post-transplant death due to the amount of missing data.

5. Conclusions

During the pre-SLKT era, racial/ethnic disparities were common due to the absence of well-defined allocation criteria. After introducing standardized eligibility criteria for SLKT allocation, the post-graft survival outcomes remained similar between the different racial and ethnic groups, displaying the benefits of adopting such a policy in 2017. Nevertheless, disparities may arise later. Thus, the transplant community has a responsibility to continuously evaluate allocation policy changes to detect triggers or exacerbations of preexisting disparities and assess whether fair organ allocation is being made.

Author Contributions

Conceptualization, D.G., J.P.N., E.M.-M., V.P. and A.B.; formal analysis, D.G.; investigation, D.G. and J.P.N.; writing—original draft preparation, D.G., J.P.N. and E.M.-M.; writing—review and editing, V.P. and A.B.; supervision, V.P. and A.B. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Asrani, S.K.; Kim, W.R. Model for End-Stage Liver Disease: End of the First Decade. Clin. Liver Dis. 2011, 15, 685–698. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  2. Davis, C.L. Kidney failure in liver transplantation: It is time for action. Am. J. Transplant. 2006, 6, 2533–2534. [Google Scholar] [CrossRef] [PubMed]
  3. Boyle, G. Simultaneous Liver Kidney (SLK) Allocation Policy Simultaneous Liver Kidney (SLK) Allocation Policy. Optn/Unos 2016, 1–92. Available online: https://optn.transplant.hrsa.gov/media/1192/0815-12_SLK_Allocation.pdf (accessed on 9 November 2020).
  4. Luo, X.; Massie, A.B.; Haugen, C.E.; Ruck, J.M.; Shaffer, A.A.; Zhou, S. Baseline and Center-Level Variation in Simultaneous Liver- Kidney Listing in the United States. Transplantation 2018, 102, 609–615. [Google Scholar] [CrossRef]
  5. Formica, R.N.; Aeder, M.; Boyle, G.; Kucheryavaya, A.; Stewart, D.; Hirose, R. Simultaneous Liver-Kidney Allocation Policy: A Proposal to Optimize Appropriate Utilization of Scarce Resources. Am. J. Transplant. 2016, 16, 758–766. [Google Scholar] [CrossRef] [Green Version]
  6. Lum, E.L.; Cárdenas, A.; Martin, P.; Bunnapradist, S. Current Status of Simultaneous Liver-Kidney Transplantation in the United States. Liver Transplant. 2019, 25, 797–806. [Google Scholar] [CrossRef]
  7. Chang, S.H.; Wang, M.; Liu, X.; Alhamad, T.; Lentine, K.L.; Schnitzler, M.A. Racial/ethnic disparities in access and outcomes of simultaneous liver-kidney transplant among liver transplant candidates with renal dysfunction in the United States. Transplantation 2019, 103, 1663–1674. [Google Scholar] [CrossRef]
  8. Quillin, R.C.; Wilson, G.C.; Wima, K.; Hanseman, D.J.; Sutton, J.M.; Shaw, J.J. Independent Effect of Black Recipient Race on Short-Term Outcomes after Liver Transplantation. Surgery 2015, 157, 774–784. Available online: http://dx.doi.org/10.1016/j.surg.2014.10.018 (accessed on 9 November 2020). [CrossRef]
  9. Ananthakrishnan, A.N.; Saeian, K. Racial differences in liver transplantation outcomes in the MELD era. Am. J. Gastroenterol. 2008, 103, 901–910. [Google Scholar] [CrossRef]
  10. Macomber, C.W.; Shaw, J.J.; Santry, H.; Saidi, R.F.; Jabbour, N.; Tseng, J.F. Centre volume and resource consumption in liver transplantation. HPB 2012, 14, 554–559. [Google Scholar] [CrossRef] [Green Version]
  11. Taber, D.J.; Fleming, J.N.; Fominaya, C.E.; Gebregziabher, M.; Hunt, K.J.; Srinivas, T.R. The Impact of Health Care Appointment Non-Adherence on Graft Outcomes in Kidney Transplantation. Am. J. Nephrol. 2017, 45, 91–98. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  12. Halpern, S.D.; Raz, A.; Kohn, R.; Rey, M.; Asch, D.A.; Reese, P. Regulated payments for living kidney donation: An empirical assessment of the ethical concerns. Ann. Intern. Med. 2010, 152, 358–365. [Google Scholar] [CrossRef] [PubMed]
  13. Feldkamp, T.; Bienholz, A.; Paul, A.; Saner, F.H. Renal damage after liver transplantation. Biosci. Rep. 2020, 40, 1–11. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  14. Nair, S.; Verma, S.; Thuluvath, P.J. Pretransplant Renal Function Predicts Survival in Patients Undergoing Orthotopic Liver Transplantation. Hepatology 2002, 35, 1179–1185. [Google Scholar] [CrossRef]
  15. Sung, R.S.; Wiseman, A.C. Simultaneous Liver-Kidney Transplant: Too Many or Just Enough? Adv. Chronic Kidney Dis. 2015, 22, 399–403. [Google Scholar] [CrossRef]
  16. Musso, G.; Gambino, R.; Tabibian, J.H.; Ekstedt, M.; Kechagias, S.; Hamaguchi, M. Association of Non-alcoholic Fatty Liver Disease with Chronic Kidney Disease: A Systematic Review and Meta-analysis. PLoS Med. 2014, 11, e1001680. [Google Scholar] [CrossRef] [Green Version]
  17. Jochmans, I.; Van Rosmalen, M.; Pirenne, J.; Samuel, U. Adult Liver Allocation in Eurotransplant. Transplantation 2017, 101, 1542–1550. [Google Scholar] [CrossRef]
  18. Baccaro, M.E.; Pépin, M.N.; Guevara, M.; Colmenero, J.; Torregrosa, J.V.; Martín-Llahí, M. Combined liver-kidney transplantation in patients with cirrhosis and chronic kidney disease. Nephrol. Dial. Transplant. 2010, 25, 2356–2363. [Google Scholar] [CrossRef] [Green Version]
  19. Simpson, N.; Cho, Y.W.; Cicciarelli, J.C.; Selby, R.R.; Fong, T.-L. Comparison of Renal Allograft Outcomes in Combined Liver-Kidney Transplantation Versus Subsequent Kidney Transplantation in Liver Transplant Recipients: Analysis of UNOS Database. Transplantation 2006, 82, 1298–1303. Available online: http://journals.lww.com/00007890-200611270-00011 (accessed on 9 November 2020). [CrossRef] [Green Version]
  20. Fong, T.L.; Khemichian, S.; Shah, T.; Hutchinson, I.V.; Cho, Y.W. Combined liver-kidney transplantation is preferable to liver transplant alone for cirrhotic patients with renal failure. Transplantation 2012, 94, 411–416. [Google Scholar] [CrossRef]
  21. Locke, J.E.; Warren, D.S.; Singer, A.L.; Segev, D.L.; Simpkins, C.E.; Maley, W.R. Declining Outcomes in Simultaneous Liver-Kidney Transplantation in the MELD Era: Ineffective Usage of Renal Allografts. Transplantation 2008, 85, 935–942. Available online: https://pubmed.ncbi.nlm.nih.gov/18408571/ (accessed on 9 November 2020). [CrossRef] [PubMed]
Figure 1. Unadjusted Kaplan–Meier estimates comparing graft survival (composite of post-transplant death and re-transplant by race/ethnicity).
Figure 1. Unadjusted Kaplan–Meier estimates comparing graft survival (composite of post-transplant death and re-transplant by race/ethnicity).
Jcm 09 03901 g001
Figure 2. Cumulative incidence of death post-transplant (with re-transplant as competing risk) by race/ethnicity.
Figure 2. Cumulative incidence of death post-transplant (with re-transplant as competing risk) by race/ethnicity.
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Table 1. Baseline demographic and clinical characteristics of patients who underwent SLKT grouped according to ethnicity (n = 1214).
Table 1. Baseline demographic and clinical characteristics of patients who underwent SLKT grouped according to ethnicity (n = 1214).
VariableCaucasian
n = 816 (67)
AA
n = 172 (14)
Hispanic
n = 226 (19)
p-Value
Sex (male), n (%)520 (64)94 (55)123 (54)0.009
Age, median (IQR)59 (52–65)58 (52–62)58 (52–63)0.077
BMI (IQR)28 (25–33)27 (24–31)27 (25–32)0.139
Primary diagnosis, n (%) <0.001
NASH261 (32)18 (10)73 (32)
ALD290 (36)19 (11)79 (35)
HBV6 (1)4 (2)2 (1)
HCV89 (11)75 (44)33 (15)
AIH12 (2)5 (3)5 (2)
Cholestatic liver disease26 (3)12 (7)2 (1)
Other130 (16)39 (23)32 (14)
Cold ischemia, median (IQR)6 (5–7)6 (5–7)6 (5–8)0.018
ABO, n (%) 0.273
Matched755 (93)158 (92)212 (94)
Compatible54 (7)11 (6)9 (4)
Incompatible7 (1)3 (2)5 (2)
Donor age, median (IQR)33 (25–45)34 (27–46)36 (24–48)0.379
MELD score at transplant, median (IQR)29 (24–35)27 (22–34)31 (23–36)0.013
Private insurance, n (%)398 (49)52 (30)76 (34)<0.001
College education, n (%)493 (60)69 (40)70 (30)<0.001
AA: African American; IQR: interquartile range; BMI: body mass index; NASH: non-alcoholic steatohepatitis. ALD: alcohol-related liver disease; HBV: hepatitis B; HCV: hepatitis C; AIH: autoimmune hepatitis; MELD: model for end-stage liver disease.
Table 2. Multivariate Cox regression analysis of graft survival (composite of post-transplant death and re-transplantation).
Table 2. Multivariate Cox regression analysis of graft survival (composite of post-transplant death and re-transplantation).
VariableHR95% CIp-ValueHR 195%CIp Value
Sex (male)1.300.89 to 1.890.1711.531.03 to 2.290.035
Age1.021 to 1.030.0451.010.99 to 1.030.129
Race/Ethnicity
CaucasianRef
African American1.150.69 to 1.900.5741.300.74 to 2.290.354
Hispanics1.060.66 to 1.700.7911.180.70 to 20.520
BMI0.980.95 to 1.010.2960.950.92 to 0.990.21
Cold ischemia1.101.05 to 1.15<0.0011.111.06 to 1.16<0.001
ABO
MatchedRef
Compatible1.270.66 to 2.440.4601.310.67 to 2.530.418
Incompatible1.740.43 to 7.070.4351.980.47 to 8.350.348
Donor age10.99 to 1.020.310.99 to 1.020.382
MELD at transplant10.98 to 1.030.4661.010.98 to 1.030.313
Primary diagnosis
NASHRef
ALD0.540.34 to 0.860.0100.480.29 to 0.820.007
HBV1.860.57 to 60.2961.330.40 to 4.430.638
HCV0.670.38 to 1.160.1550.480.25 to 0.890.021
AIH0.740.18 to 3.070.6850.760.17 to 3.280.721
Cholestatic liver disease0.690.25 to 1.940.4920.510.17 to 1.500.227
Other0.750.44 to 1.290.3130.640.35 to 1.170.152
BMI: body mass index; NASH: non-alcoholic steatohepatitis; ALD: alcohol-related liver disease; HBV: hepatitis B; HCV: hepatitis C; AIH: autoimmune hepatitis; MELD: model for end-stage liver disease; HR: hazard ratio; CI: confidence interval; REF: reference. 1 Multivariate hazard ratio calculated from all variables in this table as well as UNOS region.
Table 3. Competing risk analysis.
Table 3. Competing risk analysis.
VariableDeath with Re-Transplantation as Competing RiskRe-Transplantation with Death as Competing Risk
SHR 195% CIp-ValueSHR 195% CIp Value
Sex (male)1.540.99 to 2.380.0521.580.53 to 4.630.403
Age1.020.99 to 1.040.0630.980.93 to 1.040.597
Race/Ethnicity
CaucasianRef Ref
African American1.200.64 to 2.230.5573.360.77 to 14.60.106
Hispanics1.420.83 to 2.410.1930.400.07 to 2.170.293
BMI0.950.91 to 0.990.0280.970.88 to 1.060.533
Cold ischemia1.121.08 to 1.16<0.0011.040.97 to 1.131.19
ABO
MatchedRef Ref
Compatible1.380.69 to 2.760.3610.960.12 to 7.600.975
Incompatible1.160.14 to 9.30.8864.981.01 to 24.50.048
Donor age10.99 to 1.020.3390.990.96 to 1.030.794
MELD at transplant1.020.99 to 1.040.1320.950.87 to 1.040.318
Primary diagnosis
NASHRef Ref
ALD0.530.29 to 0.950.0340.350.10 to 1.150.085
HBV1.590.48 to 5.20.4381.683.96 to 7.10<0.001
HCV0.520.26 to 1.050.0690.260.36 to 1.870.183
AIH0.930.20 to 4.210.9272.164.59 to 8.48<0.001
Cholestatic liver disease0.660.21 to 20.4671.263.45 to 4.61<0.001
Other0.730.37 to 1.440.3700.270.04 to 1.830.181
BMI: body mass index; NASH: non-alcoholic steatohepatitis; ALD: alcohol-related liver disease; HBV: hepatitis B; HCV: hepatitis C; AIH: autoimmune hepatitis; MELD: model for end-stage liver disease; HR: hazard ratio; CI: confidence interval; REF: reference. 1 Multivariate hazard ratio calculated from all variables in this table as well as UNOS region.
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Goyes, D.; Nsubuga, J.P.; Medina-Morales, E.; Patwardhan, V.; Bonder, A. New OPTN Simultaneous Liver-Kidney Transplant (SLKT) Policy Improves Racial and Ethnic Disparities. J. Clin. Med. 2020, 9, 3901. https://doi.org/10.3390/jcm9123901

AMA Style

Goyes D, Nsubuga JP, Medina-Morales E, Patwardhan V, Bonder A. New OPTN Simultaneous Liver-Kidney Transplant (SLKT) Policy Improves Racial and Ethnic Disparities. Journal of Clinical Medicine. 2020; 9(12):3901. https://doi.org/10.3390/jcm9123901

Chicago/Turabian Style

Goyes, Daniela, John Paul Nsubuga, Esli Medina-Morales, Vilas Patwardhan, and Alan Bonder. 2020. "New OPTN Simultaneous Liver-Kidney Transplant (SLKT) Policy Improves Racial and Ethnic Disparities" Journal of Clinical Medicine 9, no. 12: 3901. https://doi.org/10.3390/jcm9123901

APA Style

Goyes, D., Nsubuga, J. P., Medina-Morales, E., Patwardhan, V., & Bonder, A. (2020). New OPTN Simultaneous Liver-Kidney Transplant (SLKT) Policy Improves Racial and Ethnic Disparities. Journal of Clinical Medicine, 9(12), 3901. https://doi.org/10.3390/jcm9123901

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