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      Adult and Paediatric Liver Transplantation: Wits Transplant Data 2020

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            Main article text

            Introduction

            The Wits Transplant Unit is housed within the Wits Donald Gordon Medical Centre, which is part of the University of Witwatersrand's Academic Teaching Hospital Complex within the Faculty of Health Sciences, Johannesburg, South Africa. From the programme's inception in 2004 to the end of 2020, the transplant unit performed 491 adult and 247 paediatric liver transplants for acute or chronic end-stage liver disease (ESLD). The ongoing shortage of deceased donor organs, which worsened during the COVID-19 pandemic, mandates routine splitting of suitable deceased donor organs, as far as possible, to produce two usable grafts. Introducing the living donor liver transplant (LDLT) programme for children in 2012, followed by an adult LDLT programme, and increasing the number of ABO-incompatible transplants helps mitigate the impact of pervasive deceased donor organ shortages in South Africa.(1,2) These initiatives have increased the number of transplants performed annually. However, each year, waitlisted adults and children are lost due to organ shortages. In the absence of an annual liver transplant registry in South Africa, publishing this annual report for paediatric and adult liver transplantation for 2020, we commit to making our data publicly accessible for citizens and fellow healthcare professionals.

            Methods

            Using REDcap,(3,4) the Transplant Unit established prospective databases for the paediatric and adult liver transplant programmes with approval from the Wits Human Research Ethics Committee for both databases. While most data were previously collected and are available for year-on-year comparison, some additional variables were collected for the first time in 2018. These comprise the baseline comparators for this report.

            Paediatric and adult data collected

            Recipient variables at the time of transplant: age, sex, self-reported ethnicity, the primary cause of ESLD, transplant history (first or re-transplant), blood type (ABO), referring health sector, height, weight, body mass index, mid-upper arm circumference (MUAC) z-scores (children <5 years), medical urgency: *status one score, paediatric ESLD (PELD) score, model for ESLD (MELD) score (adults), presence or absence of diabetes mellitus (adults), time on the waitlist, transplant type (liver alone, liver and another organ), graft type (whole liver, split liver and reduced- size graft), length of hospital stay at time of transplant, biopsy-proven graft rejection within 90 days of transplant (paediatric programme), one month, one year, and three year recipient and graft survival.

            *A status one score is given to high urgency patients with seven days or less life expectancy if not transplanted. This score is most applicable to acute liver failure patients.

            Donor variables: blood type (ABO), vital status (living or deceased donor) and donor risk index (DRI) (5) for deceased donors (adults).

            Potential liver transplant recipients on the waitlist: numbers at the start and end of every year, removal from the waitlist, age, sex, self-reported ethnicity, primary disease, medical urgency (PELD score), wait time, and outcomes one year after listing.

            Outcomes

            All survival estimates are for first transplants and all causes of ESLD. One month and one year patient and graft survival estimates, respectively, are based on transplants carried out in the 2.5 years before the last 12 months of follow-up, i.e. patients transplanted between 1 July 2017 and 31 December 2019. Three year patient and graft survival estimates are based on transplants carried out in the 2.5 years before the last three years of follow-up, i.e. patients transplanted between 1 July 2015 and 31 December 2017. Risk-adjusted estimates are based on the observed vs estimated deaths (or graft failures) using a model based on transplant number, chronic vs acute liver failure, recipient age and sex.

            Results
            Section A: Paediatric Liver Transplant Annual Report for 2020

            Table A1 summarises the clinical and demographic characteristics of children undergoing liver transplantation. In 2020, we observed a slight male preponderance (56%) with 67% of transplants in children under five years of age. When comparing 2020 to prior years, there were reduced referrals from state sector hospitals and fewer national referrals for children with acute liver failure.

            Of the 247 children transplanted since 2004, 61.5% (152/247) occurred in the last five years (Supplementary Figure A1), and of these, 56.6% (86/152) were grafted from living donors, reflecting the year-on-year increase in living donation (Supplementary Table A1). Of the deceased donor transplants (N=66), 32 were whole liver, 30 were split-liver, and four were reduced-size grafts.

            Overall, the pretransplant nutritional status of our paediatric liver transplant recipients improved from 2016 (Supplementary Table A2). Since most transplants occurred under five years of age, we included a graphical representation of the primary nutritional index for this age group, namely the mid-upper arm circumference (MUAC), to demonstrate progress towards achieving target z-scores of −1 to 0 (Figure A1).

            We determined medical urgency for transplantation using the PELD score, with a trend towards transplanting children with lower PELD scores, reflecting the increase in LDLT and fewer referrals for those with acute liver failure. For 2020, all transplant procedures were liver alone, with no additional other solid organs transplanted (Supplementary Table A3).

            Outcomes defined as the incidence of biopsy-proven rejection within 90 days of liver transplant, and one month, one and three year graft and recipient survival are represented in Table A2 and Supplementary Figures A2-A3. Unadjusted one month, one year, and five year recipient survival (as a percent with the 95% confidence interval for the percent) was 86% (76–92), 75% (64–84), and 73% (60–82), respectively. The median length of hospital stay at the time of transplant decreased from 31 days in 2016 to 17 days in 2020 (Supplementary Table A3).

            Characteristics of children waitlisted for liver transplant and their outcomes after one year on the waitlist are summarised in Supplementary Tables A4 and A5. While most children undergo liver transplantation within six months of being waitlisted, 20% still died while awaiting transplantation in 2019.

            Section B: Adult Liver Transplant Annual Report for 2020

            Table B1 summarises the clinical and demographic characteristics of adults undergoing liver transplantation, with 50% of transplants performed for cholestatic liver failure. Chronic viral infections, notably hepatitis B (3%) and hepatitis C (3%) were the least common indications for liver transplantation. Overall, in 2020 fewer transplants were performed than in prior years (Supplementary Figure B1), with reduced referrals for acute liver failure. Living donors 20.6% (7/34) increased in 2020 but remained relatively small in proportion to the reliance on deceased donor grafts 79.4% (27/34) and the frequency of ABO-incompatible transplants decreased (9%) compared to previous years - likely reflecting the reduced referrals for acute liver failure (Table B2).

            The high rates of endemic CMV infection in South Africa are reflected in donor and recipient serological testing with no donor “negative” and recipient “negative” pairs at the time of transplantation. Most donors and recipients were non-immune to hepatitis B infection, possibly due to the absence of a widespread vaccination before 1994 in South Africa. Despite high national prevalence rates for HIV infection, only 3% of liver transplant recipients were HIV positive (Supplementary Table B1).

            Outcomes defined as one month, one and three year graft and recipient survival are represented in Table B3, Supplementary Figure B2. Unadjusted one month, one year, and three year recipient survival (as a percent with the 95% confidence interval for the percent) was 89% (81–94), 80% (71–86), and 77% (67–84), respectively.

            Characteristics of adults waitlisted for liver transplant and their outcomes after one year on the waitlist are summarised in Supplementary Tables B2 and B3. 72% of adults received a liver graft within one year of waitlisting, and 11% died while awaiting transplantation in 2019.

            Discussion

            The Wits Liver Transplant Programme is the most extensive programme in South Africa and the only programme offering living donor liver transplantation. Despite introducing a living donor liver transplant programme for children and adults, splitting donor grafts where possible to increase utility, and increasing the relative proportions of ABO-incompatible liver transplants, there are still children and adults who die on the waitlist each year. While strides have been made to reduce the reliance on deceased donor organs for paediatric transplantation, the adult liver transplant programme is still heavily reliant on deceased donation, thus limiting the capacity for increasing transplantation rates.

            Transplantation for any South African with ESLD is available through the Wits Liver Transplant Programme and referrals are accepted from any health facility in South Africa. Reduced referrals for acute liver failure and the decreased numbers of adult liver transplants in 2020 are likely reflections of the impact of the COVID 19 pandemic. During the COVID 19 pandemic, the South African Transplant Society (SATS) published a position statement regarding solid organ transplantation.(6) While supporting the ongoing provision of transplant-related care, SATS advised that individual transplant centres should decide upon levels of transplant activity based on organ availability and available resources. Globally, poor pandemic preparedness has adversely affected the capacity for overwhelmed health systems to maintain critical services unrelated to COVID-19 care. Solid-organ transplantation is a case in point.(7) The argument against solid organ transplantation relates to the perioperative risk of COVID 19 infection during transplantation, the risk of transmission of COVID 19 infection from deceased and living donors, and diverting healthcare staff and infrastructure (like ICU beds) to non-COVID related care. Protagonists argue a more rational approach to balancing resources - pointing out that more patients would die on the waitlist or from complications related to ESLD.(8) Additional pandemic-related factors that curtailed liver transplant services include termination of organ procurement services and the cessation of services for evaluating and listing patients with end-stage liver failure for transplantation.(9)

            Benchmarking outcomes for the Wits Transplant Unit is restricted by the absence of national and regional data. One year survival (unadjusted) differs among international transplant centres with discrepancies by country income status. In high-income settings, one year paediatric liver transplant recipient survival rates are 97% in Australia and New Zealand (10) and 95% in the USA.(11) Low and middle income countries report lower one year paediatric survival rates similar to our program, such as Malaysia (79%).(12) Similar trends have been reported in adult liver transplant recipients in the USA where one year survival is 94% (11) compared with 71% reported from a collective of transplant centres in Latin America.(13)

            Conclusion

            The Wits Transplant Unit transplanted 39 children with liver failure in 2020, most of whom were under the age of five years. Overall, one month, one year, and five year recipient survival was 86%, 75%, and 73%, respectively, and 20% of waitlisted children died while awaiting a graft. For adults, 34 received a liver transplant in 2020, and overall one month, one year, and five year recipient survival was 89%, 80%, and 77%, respectively, with fewer adults (11%) demising while on the waitlist. Despite continued reliance on deceased organs and ongoing deaths on the waitlist, efforts to increase living liver donation, utilise split donor grafts, and perform more ABO-incompatible transplants will help to address organ shortages for those with end-stage liver disease.

            Acknowledgement

            Wits Donald Gordon Medical Centre funded the data collection and analysis.

            Conflicts of interest

            The authors have none to declare.

            References

            1. LovelandJ, GovenderT, BothaJ, BritzR. Paediatric liver transplantation in Johannesburg: Initial 29 cases and prospects for the future. S Afr Med J. 2012; 102:233–236.

            2. BothaJ, StröbeleB, LovelandJ, et al. Living donor liver transplantation in South Africa: the donor experience. S Afr J Surg. 2019; 57:11–16.

            3. HarrisPA, TaylorR, ThielkeR, et al. Research electronic data capture (REDCap)—a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform. 2009; 42:377–381.

            4. HarrisPA, TaylorR, MinorBL, et al. The REDCap consortium: building an international community of software platform partners. J Biomed Inform. 2019; 95:103208.

            5. FengS, GoodrichN, Bragg-GreshamJ, et al. Characteristics associated with liver graft failure: the concept of a donor risk index. Am J Transplant. 2006; 6:783–790.

            6. ThomsonD. Position statement on transplantation in South Africa Covid-19 and transplantation. Cape Town: South Africa South African Transplant Society; 2020.

            7. KumarD, ManuelO, NatoriY, et al. COVID-19: a global transplant perspective on successfully navigating a pandemic. Am J Transplant. 2020; 20:1773–1779.

            8. BranniganL, BothaJ. An argument for a rational and balanced risk approach to transplantation during the COVID-19 pandemic. S Afr J Surg. 2020; 58:130–132.

            9. AgopianV, VernaE, GoldbergD. Changes in liver transplant center practice in response to COVID-19: unmasking dramatic center-level variability. Liver Transpl. 2020.

            10. StormonMO, HardikarW, EvansHM, HodgkinsonP. Paediatric liver transplantation in Australia and New Zealand: 1985–2018. J Paediatr Child Health 2020; 56:1739–1746.

            11. KwongAJ, KimWR, LakeJR, et al. OPTN/SRTR 2019 annual data report: liver. Am J Transplant. 2021; 21 Suppl 2:208–315.

            12. KamC-C, LimC-B. An overview of paediatric liver transplant in Hospital Selayang: 2002 to 2015. Malays J Paediatr Child Health 2021; 27:28–34.

            13. SalvalaggioPR, CaicedoJC, De AlbuquerqueLC, et al. Liver transplantation in Latin America: the state-of-the-art and future trends. Transplantation. 2014; 98:241–246.

            Appendices

            Paediatric Liver Transplantation Annual Report 2020

            Figure A1:

            Pretransplant distribution of mid-upper arm circumference (MUAC) z-scores for liver transplant recipients younger than five years

            Supplementary Figure A1:

            Number of paediatric liver transplants per year

            Supplementary Figure A2:

            Incidence of biopsy-proven acute graft rejection in the first 90 days after paediatric liver transplant

            Supplementary Figure A3:

            One year paediatric liver transplant recipient (a) and graft (b) survival. These data include paediatric liver transplants in the 2.5 years before the last 12 months of follow-up, i.e. those transplanted between 1 July 2017 and 31 December 2019.

            Table A1:

            Clinical and demographic characteristics for paediatric liver transplant recipients

            20162017201820192020
            Number of transplants 2322343439
            Age (%)
            <1 year1399921
            1–5 years5768625946
            6–10 years17932010
            11–17 years1314261223
            Sex (%)
            Female7455566244
            Self-reported race (%)
            Black5768737346
            White391831828
            Indian406316
            Mixed01418610
            Primary Disease (%)
            Acute liver failure914262413
            Cholestatic disease5764505056
            Budd-Chiari - Veno-occlusive disease49330
            Metabolic disease9149128
            Malignancy00035
            Other22012918
            Previous Kasai procedure in recipients with biliary atresia (%)
            Yes5450477550
            Transplant history (%)
            First9195949495
            Re-transplant95665
            Blood type (%)
            A4845292631
            B99292113
            AB95395
            O3541384451
            Health Care Sector (%)
            Funded6541534169
            State3559475931
            Wait time (%)
            <31 days1827443836
            31–60 days4512320
            61–90 days1314660
            3–<6 months3927202123
            6–<12 months13183238
            1–<2 years1396613
            2-<3 years00630
            3 years or longer00300
            Table A2:

            Paediatric recipient and graft survival

            RecipientGraft
            UnadjustedRisk-adjustedUnadjustedRisk-adjusted
            One month survival
            Number of transplants 7474
            Survival estimate (%) (95% CI)86 (76–92)86 (76–92)86 (76–92)89 (78–95)
            One year survival
            Number of transplants 7474
            Survival estimate (%) (95% CI)75 (64–84)73 (62–82)74 (62–83)73 (61–82)
            Three year survival:
            Number of transplants 6262
            Survival estimate (%) (95% CI)73 (60–82)77 (63–86)71 (58–81)76 (62–86)

            All survival estimates are for first transplants and all causes of end-stage liver disease. One-month and one-year patient and graft survival estimates are based on transplants carried out in the 2.5 years prior to the last 12 months of follow-up, i.e. patients transplanted between 1 Jul 2017 and 31 Dec 2019. Three-year patient and graft survival estimates are based on transplants carried out in the 2.5 years prior to the last 3 years of follow-up, i.e. patients transplanted between 1 Jul 2015 and 31 Dec 2017. Risk-adjusted estimates are based on the observed vs estimated deaths (or graft failures) using a model based on transplant number, chronic vs acute liver failure, recipient age and gender.

            Supplementary Table A1:

            Donor characteristics for paediatric liver transplants

            20162017201820192020
            Number of transplants 2322343439
            Blood type (%)
            A3536352923
            B49181813
            AB95365
            O5250444759
            Living donors 148142129
            Donor relationship to the recipient (%)
            Maternal3663795766
            Non-maternal6437214334
            Supplementary Table A2:

            Pretransplant nutritional characteristics for paediatric liver transplant recipients

            20162017201820192020
            Recipients aged <=5y 1617232126
            Height z-score (%)
            -3 to <-23141442439
            -2 to <-12518263319
            -1 to <03829171415
            0 to <16001019
            1 or more00458
            Unknown0129140
            Weight z-score (%)
            -3 to <-225641012
            -2 to <-11935182935
            -1 to <02547612827
            0 to <1126131411
            1 or more19641415
            Unknown00050
            Mid Upper Arm Circumference z-score (%)
            -3 to <-2126000
            -2 to <-12535264319
            -1 to <0196351450
            0 to <16041412
            1 or more136958
            Unknown2547262411
            Recipients aged >5y 75111313
            BMI z-score (%)
            -3 to <-2001888
            -2 to <-102027023
            -1 to <02940285415
            0 to <14320272331
            1 or more282001515
            Unknown00008
            All recipients 2322343439
            Malnutrition z-score (%)
            -3 to <-294935
            -2 to <-12232262621
            -1 to <03027353338
            0 to <1175122018
            1 or more222312915
            Unknown09693
            Supplementary Table A3:

            Paediatric liver transplant recipient medical urgency and procedure type

            20162017201820192020
            Medical urgency (%)
            Status one292413
            MELD/PELD ≥ 351314030
            MELD/PELD 30–3440003
            MELD/PELD 15–295250352641
            MELD/PELD < 152636354444
            Unknown50030
            Procedure Type (%)
            Number of transplants 2322343439
            Liver alone96919497100
            Liver and another organ49630
            Median days in hospital after transplant (Liver alone transplants)3124222017
            Supplementary Table A4:

            Characteristics of paediatric liver transplant candidates on the waitlist (as of 31st December for each year)

            2017201820192020
            Number of patients 24402228
            Age (%)
            <1 year17303218
            1–5 years63454157
            6–10 years122097
            11–17 years851818
            Gender (%)
            Male42485043
            Female58525057
            Ethnicity (%)
            Black96859586
            White0304
            Indian41057
            Mixed0203
            Diagnosis of liver failure (%)
            Acute liver failure4557
            Cholestatic disease71856461
            Budd-Chiari - Veno-occlusive disease4000
            Metabolic disease00138
            Malignancy4000
            Other17101824
            Medical urgency (%)
            MELD/PELD ≥ 35001311
            MELD/PELD 30–340253
            MELD/PELD 15–2937404125
            MELD/PELD < 1563584161
            Wait time (%)
            < 1 year71833261
            1–< 2 years1312507
            2–< 3 years1251418
            3–< 4 years40411
            4–<5 years0003
            Supplementary Table A5:

            Outcomes of potential paediatric transplant recipients one year after listing

            201720182019
            Patients listed during year447235
            Status at 1 year after listing (%)
            Transplanted414971
            Patient died271820
            14814
            Still waiting for transplant18256

            Section B: Adult Liver Transplantation Annual Report 2020

            Supplementary Figure B1:

            Number of adult liver transplants per year

            Supplementary Figure B2:

            One year adult liver transplant recipient (a) and graft (b) survival

            Table B1:

            Clinical and demographic characteristics for adult liver transplant recipients

            20162017201820192020
            Number of transplants 3646444734
            Age (%)
            18–34 years2222162821
            35–49 years2819211935
            50–64 years3648524232
            65 years or older1411111112
            Sex (%)
            Female3637435541
            Self-reported race (%)
            Black2529142318
            White6961735567
            Indian649206
            Mixed04429
            Unknown02000
            Primary Disease (%)
            Acute liver failure8916139
            ASH/NASH2826252115
            Cholestatic2531253650
            Hepatitis B34503
            Hepatitis C34053
            Metabolic513440
            Malignancy2529611
            Other31116159
            Transplant history (%)
            First9493989397
            Re-transplant67293
            Blood type (%)
            A5639322623
            B815251521
            AB64749
            O3041365547
            Health Care Sector (%)
            Funded8489899491
            State14111169
            Wait time (%)
            < 31 days3335454535
            31–60 days1113212112
            61–90 days11151163
            3–<6 months252291329
            6–<12 months1497418
            1–<2 years667113
            Table B2:

            Procedure and donor type and donor risk index for adult liver transplants

            20162017201820192020
            Number of transplants 3646444734
            Procedure Type (%)
            Liver alone94981009897
            Liver and another organ62-23
            Median days in hospital after transplant (Liver alone transplants)1513131513
            Donor type (n)
            Living donor transplants10017
            Deceased donor transplants3546444627
            Whole liver 3340434426
            Split liver 26121
            Donor Risk Index (cadaver donors) (%)
            <=1.0004000
            1.01–1.402611232826
            1.41–1.601724201118
            1.61–1.801417142215
            1.81–2.001711141111
            >2.002333272211
            Unknown3-2619
            Donor-recipient blood group compatibility (%)
            ABO incompatibility-major1 8216239
            1

            A or B or AB to O; AB to A or B; A to B; B to A

            Table B3:

            Adult recipient and graft survival

            RecipientGraft
            UnadjustedRisk-adjustedUnadjustedRisk-adjusted
            One month survival
            Number of transplants 108108
            Survival estimate (%) (95% CI)89 (81–94)91 (83–96)89 (81–94)92 (84–97)
            One year survival
            Number of transplants 108108
            Survival estimate (%) (95% CI)80 (71–86)83 (73–89)80 (71–86)84 (74–90)
            Three year survival
            Number of transplants 100100
            Survival estimate (%) (95% CI)77 (67–84)80 (70–87)76 (66–83)80 (69–87)

            All survival estimates are for first transplants and all causes of end-stage liver disease. One-month and one-year patient and graft survival estimates are based on transplants carried out in the 2.5 years prior to the last 12 months of follow-up, i.e. patients transplanted between 1 Jul 2017 and 31 Dec 2019. Three-year patient and graft survival estimates are based on transplants carried out in the 2.5 years prior to the last 3 years of follow-up, i.e. patients transplanted between 1 Jul 2015 and 31 Dec 2017. Risk-adjusted estimates are based on the observed vs estimated deaths (or graft failures) using a model based on transplant number, chronic vs acute liver failure, recipient age and gender.

            Supplementary Table B1:

            Donor-recipient serology matching for 2020 reported as percent (%)

            Donor/RecipientCMVHep B coreHep B surf. ant.Hep CHIV
            D−/R--53509797
            D−/R+261512-3
            D−/R unknown333--
            D+/R−126203-
            D+/R+5639--
            D+/R unknown-----
            D unknown/R--203--
            D unknown/R+3-3--
            D unknown/R unknown-----
            Supplementary Table B2:

            Characteristics of adult liver transplant candidates on the waitlist (as of 31st December for each year)

            2017201820192020
            Number of patients 26273228
            Age (%)
            18–34 years31152811
            35–49 years27332825
            50–64 years34413843
            65 years or older811621
            Gender (%)
            Male38485943
            Female62524157
            Ethnicity (%)
            Black35332836
            White46454750
            Indian12221314
            Mixed4-9-
            Unknown3-3-
            Diagnosis of liver failure (%)
            Acute liver failure44-7
            ASH/NASH15332239
            Cholestatic58415039
            Hepatitis B--3-
            Hepatitis C44--
            Metabolic4334
            Malignancy8464
            Other711137
            Unknown chronic--3-
            Medical urgency (%)
            Status 1ndnd190
            MELD ≥ 35----
            MELD 30–34----
            MELD 15–29----
            MELD < 1510010081100
            Wait time (%)
            <1 year85677257
            1–<2 years15261921
            2–<3 years-7618
            3–<4 years--34
            4–<5 years----
            ≥5 years----
            Supplementry Table B3:

            Outcomes of potential adult transplant recipients one year after listing

            201720182019
            Patients listed during year706166
            Status at 1 year after listing (%)
            Transplanted666273
            Patient died101311
            Removed from list (for reasons other than death or transplant)111011
            Still waiting for transplant13159

            Author and article information

            Journal
            WUP
            Wits Journal of Clinical Medicine
            Wits University Press (5th Floor University Corner, Braamfontein, 2050, Johannesburg, South Africa )
            2618-0189
            2618-0197
            March 2023
            : 5
            : 1
            : 41-54
            Affiliations
            [1 ]Wits Donald Gordon Medical Centre, Johannesburg, South Africa
            [2 ]Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
            [3 ]Data Management and Statistical Analysis (DMSA), Johannesburg, South Africa
            [4 ]Department of Surgery, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
            Author notes
            [* ] Correspondence to: June Fabian, june.fabian@ 123456mweb.co.za ; or june.fabian@ 123456wits .
            Author information
            https://orcid.org/https://orcid/org/0000-0001-8814-820X
            https://orcid.org/https://orcid/org/0000-0002-6215-254X
            https://orcid.org/https://orcid/org/0000-0002-3635-6346
            https://orcid.org/https://orcid/org/0000-0002-3415-9218
            https://orcid.org/https://orcid/org/0000-0002-2581-5754
            https://orcid.org/https://orcid/org/0000-0002-8411-4800
            https://orcid.org/https://orcid/org/0000-0001-7130-9142
            Article
            WJCM
            10.18772/26180197.2023.v5n1a6
            dfa3ee4f-2e6c-4795-8aa6-f9f6891afc01
            WITS

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            General medicine,Medicine,Internal medicine

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