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Gerber H, Freercks R. Characteristics and outcomes of biopsy-proven lupus nephritis in the Eastern Cape province of South Africa. Lupus 2024; 33:1289-1298. [PMID: 39241156 PMCID: PMC11437693 DOI: 10.1177/09612033241281042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 07/25/2024] [Accepted: 08/19/2024] [Indexed: 09/08/2024]
Abstract
OBJECTIVE In Africa, the treatment outcomes of lupus nephritis (LN) are not well known. This is especially true in the current era where contemporary treatment options are more widely available. This retrospective study aimed to measure the outcomes of biopsy-proven LN treated at the Livingstone Tertiary Hospital (LTH) Renal Unit in Gqeberha (formerly Port Elizabeth), South Africa and to identify predictors of a poor outcome. METHODS A retrospective cohort study of 131 patients with biopsy-proven LN who had a kidney biopsy between 01 January 2012 to 31 December 2021 as identified from the biopsy register. A sub-analysis of 107 patients with proliferative and/or membranous LN was performed. RESULTS Mean age was 31.4 ± 12.7 years with a female predominance of 86.3%. At 6-month follow-up, 69.6% of patients had complete or partial response to treatment. This increased to 70.3% and 72.6% at 18 and 30 months, respectively. Twenty-seven patients were lost to follow-up, while 7 (5.3%) patients progressed to kidney failure (KF). There were 3 (2.3%) deaths. Predictors of poor response were an elevated baseline serum creatinine (OR = 2.53, 95% CI 0.99 - 6.52, p = .054), a decreased eGFR (OR = 2.92, 95% CI 0.94 - 9.09, p = .065) and an elevated blood pressure (OR = 6.06, 95% CI 1.11 - 33.33, p = .038) at the time of biopsy. Infections were the most common adverse event with 50 infections seen in 39 (29.8%) patients. Herpes viral infections were frequently noted (n = 12) accounting for 24.0% of all documented infections. CONCLUSION Response rates were similar in this cohort when compared to other contemporary studies. Predictors of poor response were an elevated baseline serum creatinine, a decreased eGFR and an elevated blood pressure at time of the biopsy. Infections were the most common occurring adverse event, although the mortality rate remained low at 2.3%.
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Affiliation(s)
- Hanri Gerber
- Department of Medicine, Faculty of Health Sciences, Walter Sisulu University, Gqeberha, South Africa
| | - Robert Freercks
- Division of Nephrology and Hypertension, Department of Medicine, Faculty of Health Sciences, Nelson Mandela University, Gqeberha, South Africa
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Odunlami GJ, Ajibade A, Omotoso BA, Hassan MO, Adefidipe AA, Olanrewaju FO, Enitan AO, Adetunji TA, Akinyele OA, Okunola O. Clinical and laboratory profiles of systemic lupus erythematosus patients in a new rheumatology clinic in southwestern Nigeria. Reumatologia 2024; 62:83-93. [PMID: 38799780 PMCID: PMC11114132 DOI: 10.5114/reum/187208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 04/15/2024] [Indexed: 05/29/2024] Open
Abstract
Introduction The aims were to study the sociodemographic characteristics of patients presenting to the clinic and to study the clinical and serological pattern of systemic lupus erythematosus (SLE) in a new rheumatology clinic of a predominantly Yoruba population. Material and methods This was a retrospective, cross-sectional study conducted over 7 years (January 2017 - December 2023). Patients who satisfied the 1997 American College of Rheumatology (ACR) and/or the 2012 Systemic Lupus International Collaborating Clinics (SLICC) classification criteria were enrolled using their medical records. Patients with overlap syndromes and other inflammatory or noninflammatory rheumatic diseases were excluded from the study. Their sociodemographic, clinical, laboratory, and treatment data were retrieved from their medical records and analysed using IBM SPSS version 23.0 software. Results A total of 65 patients were diagnosed with SLE with a frequency of 15.8%. The mean age ±SD of the patients at presentation was 33.85 years ±11.01 and the female to male ratio was 9.8 : 1. The median (IQR) duration of symptoms at presentation was 7.0 months (3-24). The common clinical presentations included synovitis (86.2%), acute cutaneous rash (53.8%), oral ulcers (52.3%), nonscarring alopecia (50.8%), and serositis (47.7%). Proteinuria was seen in 37.7% of the patients and the predominant renal histopathological feature was Class IV. Antinuclear antibody was 100% positive with 50.94% of the patients having a titre of 1 : 5,120 and above. Anti-double-stranded deoxyribonucleic acid and anti-Smith antibodies each had 50% prevalence. Dyslipidaemia was found in 76.7% of the patients. Conclusions The study's findings are largely consistent with similar studies done in Africa. Further prospective multi-centred studies are needed to further determine the epidemiological characteristics of the disease in Nigeria with a multi-ethnic population.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Oluyomi Okunola
- Obafemi Awolowo University Teaching Hospitals Complex, Ile-Ife, Nigeria
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Wang DC, Xu WD, Wang SN, Wang X, Leng W, Fu L, Liu XY, Qin Z, Huang AF. Lupus nephritis or not? A simple and clinically friendly machine learning pipeline to help diagnosis of lupus nephritis. Inflamm Res 2023:10.1007/s00011-023-01755-7. [PMID: 37300586 DOI: 10.1007/s00011-023-01755-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 05/17/2023] [Accepted: 05/30/2023] [Indexed: 06/12/2023] Open
Abstract
OBJECTIVE Diagnosis of lupus nephritis (LN) is a complex process, which usually requires renal biopsy. We aim to establish a machine learning pipeline to help diagnosis of LN. METHODS A cohort of 681 systemic lupus erythematosus (SLE) patients without LN and 786 SLE patients with LN was established, and a total of 95 clinical, laboratory data and 17 meteorological indicators were collected. After tenfold cross-validation, the patients were divided into training set and test set. The features selected by collective feature selection method of mutual information (MI) and multisurf were used to construct the models of logistic regression, decision tree, random forest, naive Bayes, support vector machine (SVM), light gradient boosting (LGB), extreme gradient boosting (XGB), and artificial neural network (ANN), the models were compared and verified in post-analysis. RESULTS Collective feature selection method screens out antistreptolysin (ASO), retinol binding protein (RBP), lupus anticoagulant 1 (LA1), LA2, proteinuria and other features, and the hyperparameter optimized XGB (ROC: AUC = 0.995; PRC: AUC = 1.000, APS = 1.000; balance accuracy: 0.990) has the best performance, followed by LGB (ROC: AUC = 0.992; PRC: AUC = 0.997, APS = 0.977; balance accuracy: 0.957). The worst performance is naive Bayes model (ROC: AUC = 0.799; PRC: AUC = 0.822, APS = 0.823; balance accuracy: 0.693). In the composite feature importance bar plots, ASO, RF, Up/Ucr, and other features play important roles in LN. CONCLUSION We developed and validated a new and simple machine learning pathway for diagnosis of LN, especially the XGB model based on ASO, LA1, LA2, proteinuria, and other features screened out by collective feature selection.
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Affiliation(s)
- Da-Cheng Wang
- Department of Evidence-Based Medicine, Southwest Medical University, 1 Xianglin Road, Luzhou, Sichuan, China
| | - Wang-Dong Xu
- Department of Evidence-Based Medicine, Southwest Medical University, 1 Xianglin Road, Luzhou, Sichuan, China
| | - Shen-Nan Wang
- Luzhou Meteorological Bureau, 3 Songshan Road, Luzhou, Sichuan, China
| | - Xiang Wang
- Luzhou Meteorological Bureau, 3 Songshan Road, Luzhou, Sichuan, China
| | - Wei Leng
- Luzhou Meteorological Bureau, 3 Songshan Road, Luzhou, Sichuan, China
| | - Lu Fu
- Laboratory Animal Center, Southwest Medical University, 1 Xianglin Road, Luzhou, Sichuan, China
| | - Xiao-Yan Liu
- Department of Evidence-Based Medicine, Southwest Medical University, 1 Xianglin Road, Luzhou, Sichuan, China
| | - Zhen Qin
- Department of Rheumatology and Immunology, Affiliated Hospital of Southwest Medical University, 25 Taiping Road, Luzhou, Sichuan, China
| | - An-Fang Huang
- Department of Rheumatology and Immunology, Affiliated Hospital of Southwest Medical University, 25 Taiping Road, Luzhou, Sichuan, China.
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Lange K, Bisiwe FB, Kloppers JF, Janse van Rensburg WJ. Prevalence of lupus nephritis and the use of serology in a central South African chronic kidney disease patient cohort. S Afr Med J 2023. [DOI: 10.7196/samj.2023.v113i4.198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023] Open
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Enfrein A, Pirson V, Le Guern V, Karras A, Tamirou F, Costedoat-Chalumeau N, Houssiau F. Worse long-term renal outcome of lupus nephritis patients of African descent living in Europe. RMD Open 2022; 8:rmdopen-2022-002386. [PMID: 36283757 PMCID: PMC9608524 DOI: 10.1136/rmdopen-2022-002386] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 10/05/2022] [Indexed: 06/02/2023] Open
Abstract
INTRODUCTION Prognosis of lupus nephritis (LN) among patients of African descent living in Europe has been understudied. METHODS In a retrospective study performed in two European university hospitals, we compared the prognosis of LN in patients of African descent or Caucasians. Remission was defined as a urine protein to creatinine (uP/C) ratio<0.5 g/g and a serum creatinine value<120% of baseline. Renal relapse was defined as the reappearance of a uP/C>1 g/g, leading to a repeat kidney biopsy and/or immunosuppressive treatment change. Chronic kidney disease (CKD) was defined as estimated glomerular filtration rate≤60 mL/min/1.73 m2. Adherence was retrospectively assessed through medical files and/or hydroxychloroquine level measurements. RESULTS 52 patients of African descent and 85 Caucasian patients were included in this analysis. Class III and isolated class V LN were more common among patients of African descent. Time to first renal remission did not differ between ethnic subgroups. By contrast, patients of African descent suffered from earlier renal flares, CKD was more common and time to CKD was shorter after a flare. In a multivariate analysis, African ancestry was an independent risk factor for progression to CKD. We observed no significant difference in non-adherence to treatment between the two groups. CONCLUSION LN patients of African descent have worse renal outcomes, mainly explained by a higher rate of renal flare.
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Affiliation(s)
| | - Valérie Pirson
- Rheumatology, Cliniques universitaires Saint-Luc, Bruxelles, Belgium
| | - Véronique Le Guern
- Département de Médecine Interne, Centre de Reference Maladies Auto-immunes et Systémiques Rares, Hopital Cochin, Paris, Île-de-France, France
| | - Adexandre Karras
- Nephrology, Hopital Europeen Georges Pompidou, Paris, Île-de-France, France
- Universite Paris Cité, Paris, France
| | - Farah Tamirou
- Rheumatology, Cliniques universitaires Saint-Luc, Bruxelles, Belgium
- Institut de Recherche Expérimentale et Clinique, Pôle de pathologies rhumatismales systémiques et inflammatoires, Université catholique de Louvain, Bruxelles, Brussels, Belgium
| | - Nathalie Costedoat-Chalumeau
- Département de Médecine Interne, Centre de Reference Maladies Auto-immunes et Systémiques Rares, Hopital Cochin, Paris, Île-de-France, France
| | - Frederic Houssiau
- Rheumatology, Cliniques universitaires Saint-Luc, Bruxelles, Belgium
- Institut de Recherche Expérimentale et Clinique, Pôle de pathologies rhumatismales systémiques et inflammatoires, Université catholique de Louvain, Bruxelles, Brussels, Belgium
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Hailu GMT, Hussen SU, Getachew S, Berha AB. Management practice and treatment outcomes of adult patients with Lupus Nephritis at the Renal Clinic of St. Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia. BMC Nephrol 2022; 23:214. [PMID: 35715762 PMCID: PMC9206350 DOI: 10.1186/s12882-022-02846-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 06/08/2022] [Indexed: 12/01/2022] Open
Abstract
Background Lupus nephritis (LN) is the most common severe complication of systemic lupus erythematosus (SLE) which results in high morbidity and mortality. Up to 60% of adult patients with SLE develop the renal disease with different severity. Even with potent anti-inflammatory and immunosuppressive therapies, many LN patients still progress to chronic kidney disease or end-stage renal disease. Thus, this study aimed to assess the management practice, treatment outcomes and to identify the associated factors of poor renal outcome in adult LN patients at the renal clinic of St. Paul’s Hospital Millennium Medical College, Addis Ababa, Ethiopia. Methods A retrospective cross-sectional study design was used to collect the data using an abstraction tool from patients’ records. The Kidney Disease Improving Global Outcomes (KDIGO) criteria were used to diagnose LN among SLE patients. Logistic regression was used to determine crude and adjusted odds ratio and a p-value of < 0.05 was considered statistically significant. Ethical approval was obtained from the ethical review committee of the School of Pharmacy, Addis Ababa University and institutional review board of St. Paul’s Hospital Millennium Medical College. Results Out of 168 study participants enrolled from September 1, 2016 to October 30, 2020, a total of 114 adult LN patients were included for final analysis. The mean (± SD) age of the LN patients at onset was 29.10 ± 9.67 years and 99 (86.8%) of all the patients were females. More than three-fourths (78.9%) of the LN patients had a good prognosis. However, 24 (21.1%) of the patients who didn’t achieve complete or partial remission had a poor prognosis. A kidney biopsy was done for 71 patients at initial presentation with class IV and III as the commonest class. The commonly prescribed immunosuppressive medications were cyclophosphamide as induction therapy in 67 (58.7%) and mycophenolate mofetil (MMF) as maintenance therapy in 76 (66.7%). Gastrointestinal intolerances like abdominal pain, nausea, or diarrhea from MMF were the most common 27(31.2%) treatment-related adverse events reported. Acute kidney injury (AKI) at onset (AOR = 4.83, P = 0.026), high serum creatinine (SCr) at six months (AOR = 0.12, P = 0.003), no response at six months to attain complete remission (AOR = 0.05, P = 0.041) and presence of flare (AOR = 0.04, P = 0.004) were predictors poor treatment outcomes. Conclusion Despite good response with the present immunosuppressive regimens, relapse, treatment-related complications and adverse events are major problems that require close monitoring. The results and identified gaps of this study are used as an input to improve the management practice of LN in the study setting. Overall, this study is comparable with other findings and strengthen the present available literatures. Supplementary Information The online version contains supplementary material available at 10.1186/s12882-022-02846-z.
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Affiliation(s)
- Gebre-Mariam Tsegay Hailu
- Department of Pharmacology and Clinical Pharmacy, School of Pharmacy, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Shemsu Umer Hussen
- Department of Pharmacology and Clinical Pharmacy, School of Pharmacy, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Seifemichael Getachew
- Department of Internal Medicine, St. Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
| | - Alemseged Beyene Berha
- Department of Pharmacology and Clinical Pharmacy, School of Pharmacy, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia.
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Indian SLE Inception cohort for Research (INSPIRE): the design of a multi-institutional cohort. Rheumatol Int 2021; 41:887-894. [PMID: 33433731 DOI: 10.1007/s00296-020-04766-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 11/28/2020] [Indexed: 10/22/2022]
Abstract
Systemic lupus erythematosus (SLE) cohorts across the world have allowed better understanding of SLE, including its bimodal mortality, and the impact of social factors and ethnicity on outcomes. The representation of patients from South Asia has been poor in the existing SLE cohorts across the world. Hence, we planned to initiate an inception cohort to understand the diversity of lupus in India. Indian SLE Inception cohort for REsearch (INSPIRE), planned over 5 years is a multi-centric cohort of adult and childhood lupus patients of Indian origin, fulfilling the SLICC-2012 classification criteria, with an aim to provide cross-sectional information on demography, ethnicity, socio-economic status, standard disease variables, quality of life, and prospective information on new events like hospitalization, infections, pregnancies, changes in disease activity, and damage. One of the other deliverables of this project is the establishment of a biorepository. The instruments to be used for each variable and outcome were finalized, and a web-enabled case report form was prepared to encompass SLEDAI, BILAG, SLICC damage scores, and Lupus quality-of-life index.Ten centers located in different geographic areas of India would enroll patients who are seen for the first time after the start of the study. In the first 8 months, 476 patients (63 children, 36 males) have been enrolled with a median disease duration of 10 (IQR 4-17) months and mucocutaneous features being the most prevalent clinical manifestations. INSPIRE is the first prospective Indian SLE cohort to study the diversity of Indian patients.
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Comparing the Efficacy and Safety of Induction Therapies for the Treatment of Patients with Proliferative Lupus Nephritis in South Africa. Int J Nephrol 2020; 2020:2412396. [PMID: 33133694 PMCID: PMC7591955 DOI: 10.1155/2020/2412396] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 09/09/2020] [Accepted: 10/08/2020] [Indexed: 11/18/2022] Open
Abstract
Background Lupus nephritis (LN) can be complicated with requirement for kidney replacement therapy and death. Efficacy of induction therapies using mycophenolate mofetil (MMF) or intravenous cyclophosphamide (IVCYC) has been reported from studies, but there is limited data in Africans comparing both treatments in patients with proliferative LN. Methods This was a retrospective study of patients with biopsy-proven proliferative LN diagnosed and treated with either MMF or IVCYC in a single centre in Cape Town, South Africa, over a 5-year period. The primary outcome was attaining complete remission after completion of induction therapy. Results Of the 84 patients included, mean age was 29.6 ± 10.4 years and there was a female preponderance (88.1%). At baseline, there were significant differences in estimated glomerular filtration rate (eGFR) and presence of glomerular crescents between both groups (p ≤ 0.05). After completion of induction therapy, there was no significant difference in remission status (76.0% versus 87.5%; p=0.33) or relapse status (8.1% versus 10.3%; p=0.22) for the IVCYC and MMF groups, respectively. Mortality rate for the IVCYC group was 5.5 per 10,000 person-days of follow-up compared to 1.5 per 10,000 person-days of follow-up for the MMF group (p=0.11), and there was no significant difference in infection-related adverse events between both groups. Estimated GFR at baseline was the only predictor of death (OR: 1.0 [0.9-1.0]; p=0.001). Conclusion This study shows similar outcomes following induction treatment with MMF or IVCYC in patients with biopsy-proven proliferative LN in South Africa. However, a prospective and randomized study is needed to adequately assess these outcomes.
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