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Bobrova LA, Kozlovskaya NL. [Lupus nephritis and thrombotic microangiopathy: A review]. TERAPEVT ARKH 2024; 96:628-634. [PMID: 39106505 DOI: 10.26442/00403660.2024.06.202731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2024] [Accepted: 07/07/2024] [Indexed: 08/09/2024]
Abstract
Lupus nephritis (LN) is one of the most common organ-specific manifestations of systemic lupus erythematosus (SLE). Various clinical signs of LN develop in at least 50% of patients with SLE. In addition to LN, the spectrum of renal lesions associated with SLE also includes vascular pathology. One of the variants of renal microvascular injury is thrombotic microangiopathy (TMA), the mechanisms of which are diverse. The review focuses on the main forms of TMA, including antiphospholipid syndrome and nephropathy associated with antiphospholipid syndrome, TMA caused by complement system regulation disorders and deficiency of ADAMTS13. In most cases, these forms of TMA are combined with LN. However, they may also exist as a single form of kidney damage. This article discusses the TMA pathogenesis, the impact on kidney prognosis, and treatment options.
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Affiliation(s)
- L A Bobrova
- Sechenov First Moscow State Medical University (Sechenov University)
| | - N L Kozlovskaya
- Patrice Lumumba People's Friendship University of Russia
- Yeramishantsev City Clinical Hospital
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2
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Schneider M, Schwarting A, Chehab G. [Update on lupus nephritis]. Z Rheumatol 2024:10.1007/s00393-024-01534-7. [PMID: 38935117 DOI: 10.1007/s00393-024-01534-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/18/2024] [Indexed: 06/28/2024]
Abstract
In addition to the butterfly rash, lupus nephritis is the most specific manifestation of systemic lupus erythematosus (SLE). The perspective on this organ manifestation has fundamentally changed as well as the manifestation of SLE itself 40 years after the first multicenter clinical study on lupus nephritis. Even if there is a faint glimpse of hope of a cure, there is still the fight against the problem of nonresponders and also the progressive loss of organ function. This update gives an overview of the current importance of lupus nephritis in the context of the whole SLE disease, of the special features and on the options provided by the new diagnostic and therapeutic developments.
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Affiliation(s)
- M Schneider
- Klinik für Rheumatologie und Hiller Forschungszentrum Rheumatologie, UKD, Heinrich-Heine-Universität Düsseldorf, Düsseldorf, Deutschland.
- Klinik für Rheumatologie und Hiller Forschungszentrum Rheumatologie, UKD, Heinrich-Heine-Universität Düsseldorf, Moorenstr. 5, 40225, Düsseldorf, Deutschland.
| | - A Schwarting
- Rheumatologie und Klinische Immunologie, Universitätsmedizin der Johannes-Gutenberg-Universität Mainz, Mainz, Deutschland
| | - G Chehab
- Klinik für Rheumatologie und Hiller Forschungszentrum Rheumatologie, UKD, Heinrich-Heine-Universität Düsseldorf, Düsseldorf, Deutschland
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Reis-Neto ETD, Seguro LPC, Sato EI, Borba EF, Klumb EM, Costallat LTL, Medeiros MMDC, Bonfá E, Araújo NC, Appenzeller S, Montandon ACDOES, Yuki EFN, Teixeira RCDA, Telles RW, Egypto DCSD, Ribeiro FM, Gasparin AA, Junior ASDA, Neiva CLS, Calderaro DC, Monticielo OA. II Brazilian Society of Rheumatology consensus for lupus nephritis diagnosis and treatment. Adv Rheumatol 2024; 64:48. [PMID: 38890752 DOI: 10.1186/s42358-024-00386-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 05/25/2024] [Indexed: 06/20/2024] Open
Abstract
OBJECTIVE To develop the second evidence-based Brazilian Society of Rheumatology consensus for diagnosis and treatment of lupus nephritis (LN). METHODS Two methodologists and 20 rheumatologists from Lupus Comittee of Brazilian Society of Rheumatology participate in the development of this guideline. Fourteen PICO questions were defined and a systematic review was performed. Eligible randomized controlled trials were analyzed regarding complete renal remission, partial renal remission, serum creatinine, proteinuria, serum creatinine doubling, progression to end-stage renal disease, renal relapse, and severe adverse events (infections and mortality). The Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach was used to develop these recommendations. Recommendations required ≥82% of agreement among the voting members and were classified as strongly in favor, weakly in favor, conditional, weakly against or strongly against a particular intervention. Other aspects of LN management (diagnosis, general principles of treatment, treatment of comorbidities and refractory cases) were evaluated through literature review and expert opinion. RESULTS All SLE patients should undergo creatinine and urinalysis tests to assess renal involvement. Kidney biopsy is considered the gold standard for diagnosing LN but, if it is not available or there is a contraindication to the procedure, therapeutic decisions should be based on clinical and laboratory parameters. Fourteen recommendations were developed. Target Renal response (TRR) was defined as improvement or maintenance of renal function (±10% at baseline of treatment) combined with a decrease in 24-h proteinuria or 24-h UPCR of 25% at 3 months, a decrease of 50% at 6 months, and proteinuria < 0.8 g/24 h at 12 months. Hydroxychloroquine should be prescribed to all SLE patients, except in cases of contraindication. Glucocorticoids should be used at the lowest dose and for the minimal necessary period. In class III or IV (±V), mycophenolate (MMF), cyclophosphamide, MMF plus tacrolimus (TAC), MMF plus belimumab or TAC can be used as induction therapy. For maintenance therapy, MMF or azathioprine (AZA) are the first choice and TAC or cyclosporin or leflunomide can be used in patients who cannot use MMF or AZA. Rituximab can be prescribed in cases of refractory disease. In cases of failure in achieving TRR, it is important to assess adherence, immunosuppressant dosage, adjuvant therapy, comorbidities, and consider biopsy/rebiopsy. CONCLUSION This consensus provides evidence-based data to guide LN diagnosis and treatment, supporting the development of public and supplementary health policies in Brazil.
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Affiliation(s)
- Edgard Torres Dos Reis-Neto
- Division of Rheumatology, Department of Medicine, Escola Paulista de Medicina, Universidade Federal de São Paulo (EPM/Unifesp), Otonis Street, 863, 2 Floor, Vila Clementino, São Paulo, SP, 04025-002, Brazil.
| | - Luciana Parente Costa Seguro
- Division of Rheumatology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | - Emília Inoue Sato
- Division of Rheumatology, Department of Medicine, Escola Paulista de Medicina, Universidade Federal de São Paulo (EPM/Unifesp), Otonis Street, 863, 2 Floor, Vila Clementino, São Paulo, SP, 04025-002, Brazil
| | - Eduardo Ferreira Borba
- Division of Rheumatology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | - Evandro Mendes Klumb
- Department of Rheumatology, Hospital Universitário Pedro Ernesto, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Lilian Tereza Lavras Costallat
- Division of Rheumatology, Department of Orthopedics, Rheumatology and Traumatology, Universidade Estadual de Campinas (Unicamp), Campinas, Brazil
| | | | - Eloisa Bonfá
- Division of Rheumatology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | - Nafice Costa Araújo
- Division of Rheumatology, Hospital do Servidor Público Estadual de São Paulo - Instituto de Assistência Médica ao Servidor Público Estadual de São Paulo, São Paulo, Brazil
| | - Simone Appenzeller
- Division of Rheumatology, Department of Orthopedics, Rheumatology and Traumatology, Universidade Estadual de Campinas (Unicamp), Campinas, Brazil
| | | | - Emily Figueiredo Neves Yuki
- Division of Rheumatology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | | | - Rosa Weiss Telles
- Division of Rheumatology, Faculdade de Medicina da Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Brazil
| | | | - Francinne Machado Ribeiro
- Department of Rheumatology, Hospital Universitário Pedro Ernesto, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Andrese Aline Gasparin
- Division of Rheumatology, Department of Internal Medicine, Hospital de Clínicas de Porto Alegre, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil
| | - Antonio Silaide de Araujo Junior
- Division of Rheumatology, Department of Medicine, Escola Paulista de Medicina, Universidade Federal de São Paulo (EPM/Unifesp), Otonis Street, 863, 2 Floor, Vila Clementino, São Paulo, SP, 04025-002, Brazil
| | | | - Debora Cerqueira Calderaro
- Division of Rheumatology, Faculdade de Medicina da Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Odirlei Andre Monticielo
- Division of Rheumatology, Department of Internal Medicine, Hospital de Clínicas de Porto Alegre, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil
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Zhang P, Yang X, Fu MZ, Gao CL, Fang X, Xia ZK. Risk Factors and Clinical Outcomes of Renal Thrombotic Microangiopathy in Children with Lupus Nephritis in Terms of Pathological and Clinical Features. Nephron Clin Pract 2024:1-9. [PMID: 38852577 DOI: 10.1159/000538240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 03/05/2024] [Indexed: 06/11/2024] Open
Abstract
BACKGROUND Thrombotic microangiopathy (TMA) is an important risk factor for the prognosis of lupus nephritis (LN). Patients with LN complicated with TMA tend to be critically ill with high mortality and poor prognosis. In the present study, we retrospectively analyzed the clinical manifestations, laboratory results, renal pathological manifestations, and prognosis of children with LN-TMA and analyzed the risk factors for end-stage renal disease (ESRD) in children with LN-TMA. METHODS Seventy-four patients with LN and renal TMA (rTMA) were selected and compared to 128 LN controls without TMA (1:2 ratio) matched according to demographics, pathological type and treatments. RESULTS The mean values of systolic blood pressure, diastolic blood pressure (DBP), lactate dehydrogenase (LDH), blood urea nitrogen (BUN), urinary protein quantitation (PRO), urine red blood cells, N-acetyl-β-D-glucosidase (NAG), retinol-binding protein, systemic lupus erythematosus disease activity score (SLEDAI), and activity index (AI) scores in the TMA group were all higher than those in the non-TMA group (p < 0.05 and p < 0.01). The mean values of complement C3, hemoglobin, platelets, estimated glomerular filtration rate, and chronic index (CI) score in the TMA group were all lower than those in the non-TMA group (p < 0.05 and p < 0.01). The number of cases of glomerular crescent, fibrous crescent, endocapillary proliferation, tubular atrophy, interstitial fibrosis, C3 and C1q deposition in the TMA group was higher than that in the non-TMA group (p < 0.05 and p < 0.01). The 3-year and 5-year renal survival rates in the TMA group (88.93% vs. 97.00%, p < 0.05) and TMA group (61.41% vs. 82.31%, p < 0.05) were significantly lower than those in the non-TMA group. Multivariate Cox regression analysis showed that serum creatinine before treatment (≥110 μmol/L), TMA and interstitial fibrosis were independent risk factors for the development of ESRD in LN children. CONCLUSION The general condition of children with TMA is critical, and the prognosis is poor. Early detection, early treatment and the development of new treatments are key to improving LN-TMA outcomes in children.
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Affiliation(s)
- Pei Zhang
- Department of Pediatrics, Jinling Hospital, The First School of Clinical Medicine, Southern Medical University, Nanjing, China,
| | - Xiao Yang
- Department of Pediatrics, Jinling Hospital, The First School of Clinical Medicine, Southern Medical University, Nanjing, China
| | - Meng-Zhen Fu
- Department of Pediatric Nephrology, BenQ Medical Center, The Affiliated BenQ Hospital of Nanjing Medical University, Nanjing, China
| | - Chun-Lin Gao
- Department of Pediatrics, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China
| | - Xiang Fang
- Department of Pediatrics, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China
| | - Zheng-Kun Xia
- Department of Pediatrics, Jinling Hospital, The First School of Clinical Medicine, Southern Medical University, Nanjing, China
- Department of Pediatrics, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China
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Maisons V, Duval A, Mesnard L, Frimat M, Fakhouri F, Grangé S, Servais A, Cartery C, Fauchier L, Coppo P, Titeca-Beauport D, Fage N, Delmas Y, Quérard AH, Seret G, Bobot M, Le Quintrec M, Ville S, von Tokarski F, Chauvet S, Wynckel A, Martins M, Schurder J, Barbet C, Sautenet B, Gatault P, Caillard S, Vuiblet V, Halimi JM. Assessment of epidemiology and outcomes of adult patients with kidney-limited thrombotic microangiopathies. Kidney Int 2024; 105:1100-1112. [PMID: 38431217 DOI: 10.1016/j.kint.2024.02.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Revised: 01/31/2024] [Accepted: 02/12/2024] [Indexed: 03/05/2024]
Abstract
Thrombotic microangiopathies (TMA) are usually associated with hematological features (RH-TMA). The epidemiology of TMA limited to kidneys (RL-TMA) is unclear Therefore, patients with TMA and native kidney biopsies were identified during 2009-2022 in 20 French hospitals and results evaluated. RL-TMA was present in 341/757 (45%) patients and associated with lower creatinine levels (median 184 vs 346 μmol/L) than RH-TMA. RL-TMA resulted from virtually all identified causes, more frequently from anti-VEGF treatment and hematological malignancies but less frequently from shigatoxin-associated hemolytic uremic syndrome (HUS), systemic sclerosis, gemcitabine and bacterial infection, and even less frequently when three or more causes/triggers were combined (RL-TMA: 5%; RH-TMA: 12%). RL-TMA was associated with significantly lower major cardiovascular events (10% vs 20%), kidney replacement therapy (23% vs 43%) and death (12% vs 20%) than RH-TMA during follow-up (median 28 months). Atypical HUS (aHUS) was found in 326 patients (RL-TMA: 43%, RH-TMA: 44%). Among the 69 patients with proven complement-mediated aHUS, eculizumab (anti-C5 therapy) was used in 43 (62%) (RL-TMA: 35%; RH-TMA: 71%). Among the 257 other patients with aHUS, including 51% with RL-TMA, eculizumab was used in 29 but with unclear effects of this treatment. Thus, RL-TMA represents a very high proportion of patients with TMA and results from virtually all known causes of TMA and includes 25% of patients with complement-mediated aHUS. Adverse outcomes of RL-TMA are lower compared to RH-TMA but remain significant. Anti-C5 therapy was rarely used in RL-TMA, even in proven complement-mediated aHUS, and its effects remain to be assessed.
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Affiliation(s)
- Valentin Maisons
- Service de Néphrologie, CHU de Tours, Tours, France; U1246, INSERM, SPHERE, Université de Tours, Université de Nantes, Tours, Nantes, France
| | - Anna Duval
- Service de Néphrologie, CHU de Strasbourg, Strasbourg, France
| | | | - Marie Frimat
- Service de Néphrologie, CHU de Lille, Lille, France
| | - Fadi Fakhouri
- Service de Néphrologie, CHU Vaudois, Lausanne, Switzerland
| | | | - Aude Servais
- Service de Néphrologie, APHP Hopital Necker, Paris, France
| | - Claire Cartery
- Service de Néphrologie, CH de Valenciennes, Valenciennes, France
| | | | - Paul Coppo
- Service d'Hématologie, Centre de référence pour les microangiopathies thrombotiques (CNR-MAT), APHP Hopital Saint-Antoine, Paris, France
| | | | - Nicolas Fage
- Service de Néphrologie, Département de médecine intensive reanimation-médecine hyperbare, CHU d'Angers, Angers, France
| | - Yahsou Delmas
- Service de Néphrologie, CHU de Bordeaux, Bordeaux, France
| | | | - Guillaume Seret
- Service de Néphrologie, Pole Santé Sud Echo Le Mans, Le Mans, France
| | - Mickaël Bobot
- Service de Néphrologie, CHU de Marseille; Aix, Marseille Université, INSERM 1263, INRAE 1260, C2VN, CERIMED, Marseille, France
| | | | - Simon Ville
- Service de Néphrologie, CHU de Nantes, Nantes, France
| | | | - Sophie Chauvet
- Service de Néphrologie, APHP Hopital Européen Georges Pompidou, Paris, France
| | | | - Manon Martins
- Service de Néphrologie, CHU de Rennes, Rennes, France
| | - Juliet Schurder
- Service de Néphrologie, CH de Saint-Malo, Saint-Malo, France
| | | | | | - Philippe Gatault
- Service de Néphrologie, CHU de Tours, U1327, INSERM, ISCHEMIA, Université de Tours, Tours, France
| | - Sophie Caillard
- U1246, INSERM, SPHERE, Université de Tours, Université de Nantes, Tours, Nantes, France
| | - Vincent Vuiblet
- Service de Pathologie, Institut d'Intelligence Artificielle en Santé, CHU de Reims et Université de Reims Champagne Ardenne, Reims, France
| | - Jean-Michel Halimi
- Service de Néphrologie, CHU de Tours, U1327, INSERM, ISCHEMIA, Université de Tours, Tours, France.
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Nunes MST, Barbosa Jorge L, Yu L, Woronik V, Bitencourt Dias C. Epidemiological, immunological, and treatment response profile of patients with lupus nephritis in Brazil. Lupus 2024; 33:650-658. [PMID: 38514381 DOI: 10.1177/09612033241240869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2024]
Abstract
BACKGROUND AND HYPOTHESIS Brazil has the largest number of individuals of African descent outside Africa and a very admixed population. Among cases of lupus nephritis (LN) in the country, there are differences in incidence, and even in severity, depending on the location and characteristics of the population studied. The aim of this study was to describe the clinical and epidemiological characteristics of LN in Brazil, as well as to determine which of those characteristics would be risk factors for a poor renal prognosis. METHODS This was a retrospective, descriptive observational study of patients diagnosed with LN who underwent kidney biopsy between 1999 and 2015 in the Nephrology Department of the Hospital das Clínicas, in São Paulo, Brazil. Data were collected from electronic medical records. RESULTS We evaluated 398 patients, among who 94.1% and 77.7% tested positive for antinuclear antibodies and anti-DNA antibodies, respectively, whereas 33.7% showed the full-house pattern. The time from LN symptom onset to biopsy was <6 months in 47.5% (early biopsy group) and ≥6 months in 52.5% (late biopsy group). In the early biopsy group, the chronicity index was lower and the activity index was higher. Multivariate analysis showed that a higher chronicity index was the only independent risk factor for progression to requiring kidney replacement therapy. CONCLUSION Late biopsy seems to be associated with negative renal outcomes in LN. However, it seems that a higher chronicity index is the main predictor of a poor renal outcome among patients with LN in Brazil.
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Affiliation(s)
- Mariana Sousa Teixeira Nunes
- Laboratory of Renal Pathophysiology, Hospital das Clínicas, School of Medicine, University of São Paulo, São Paulo, Brazil
| | - Lectícia Barbosa Jorge
- Laboratory of Renal Pathophysiology, Hospital das Clínicas, School of Medicine, University of São Paulo, São Paulo, Brazil
| | - Luis Yu
- Laboratory of Renal Pathophysiology, Hospital das Clínicas, School of Medicine, University of São Paulo, São Paulo, Brazil
| | - Viktoria Woronik
- Laboratory of Renal Pathophysiology, Hospital das Clínicas, School of Medicine, University of São Paulo, São Paulo, Brazil
| | - Cristiane Bitencourt Dias
- Laboratory of Renal Pathophysiology, Hospital das Clínicas, School of Medicine, University of São Paulo, São Paulo, Brazil
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Frimat M, Gnemmi V, Stichelbout M, Provôt F, Fakhouri F. Pregnancy as a susceptible state for thrombotic microangiopathies. Front Med (Lausanne) 2024; 11:1343060. [PMID: 38476448 PMCID: PMC10927739 DOI: 10.3389/fmed.2024.1343060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 02/12/2024] [Indexed: 03/14/2024] Open
Abstract
Pregnancy and the postpartum period represent phases of heightened vulnerability to thrombotic microangiopathies (TMAs), as evidenced by distinct patterns of pregnancy-specific TMAs (e.g., preeclampsia, HELLP syndrome), as well as a higher incidence of nonspecific TMAs, such as thrombotic thrombocytopenic purpura or hemolytic uremic syndrome, during pregnancy. Significant strides have been taken in understanding the underlying mechanisms of these disorders in the past 40 years. This progress has involved the identification of pivotal factors contributing to TMAs, such as the complement system, ADAMTS13, and the soluble VEGF receptor Flt1. Regardless of the specific causal factor (which is not generally unique in relation to the usual multifactorial origin of TMAs), the endothelial cell stands as a central player in the pathophysiology of TMAs. Pregnancy has a major impact on the physiology of the endothelium. Besides to the development of placenta and its vascular consequences, pregnancy modifies the characteristics of the women's microvascular endothelium and tends to render it more prone to thrombosis. This review aims to delineate the distinct features of pregnancy-related TMAs and explore the contributing mechanisms that lead to this increased susceptibility, particularly influenced by the "gravid endothelium." Furthermore, we will discuss the potential contribution of histopathological studies in facilitating the etiological diagnosis of pregnancy-related TMAs.
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Affiliation(s)
- Marie Frimat
- CHU Lille, Nephrology Department, Univ. Lille, Lille, France
- Inserm, Institut Pasteur de Lille, Univ. Lille, Lille, France
| | | | | | - François Provôt
- CHU Lille, Nephrology Department, Univ. Lille, Lille, France
| | - Fadi Fakhouri
- Service of Nephrology and Hypertension, CHUV and University of Lausanne, Lausanne, Switzerland
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Hsiung CY, Chen HY, Wang SH, Huang CY. Unveiling the Incidence and Graft Survival Rate in Kidney Transplant Recipients With De Novo Thrombotic Microangiopathy: A Systematic Review and Meta-Analysis. Transpl Int 2024; 37:12168. [PMID: 38323071 PMCID: PMC10844394 DOI: 10.3389/ti.2024.12168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 01/09/2024] [Indexed: 02/08/2024]
Abstract
De novo thrombotic microangiopathy (TMA) is a rare and challenging condition in kidney transplant recipients, with limited research on its incidence and impact on graft survival. This study conducted a systematic review and meta-analysis of 28 cohorts/single-arm studies and 46 case series/reports from database inception to June 2022. In meta-analysis, among 14,410 kidney allograft recipients, de novo TMA occurred in 3.20% [95% confidence interval (CI): 1.93-4.77], with systemic and renal-limited TMA rates of 1.38% (95% CI: 06.5-2.39) and 2.80% (95% CI: 1.27-4.91), respectively. The overall graft loss rate of de novo TMA was 33.79% (95% CI: 26.14-41.88) in meta-analysis. This study provides valuable insights into the incidence and graft outcomes of de novo TMA in kidney transplant recipients.
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Affiliation(s)
- Chien-Ya Hsiung
- Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
- Fu Jen Catholic University, New Taipei City, Taiwan
| | - Hsin-Yu Chen
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
- School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Shih-Han Wang
- Department of Pharmacy, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ching-Ying Huang
- Department of Pharmacy, Kaohsiung Veteran General Hospital, Kaohsiung, Taiwan
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Cheng XQ, Zhao F, Ding GX, Zhao SL, Chen QX, Zhu CH. [Clinical characteristics and prognosis of 12 cases of lupus nephritis complicated with thrombotic microangiopathy]. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2023; 25:1118-1123. [PMID: 37990455 PMCID: PMC10672948 DOI: 10.7499/j.issn.1008-8830.2306029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 09/21/2023] [Indexed: 11/23/2023]
Abstract
OBJECTIVES To investigate the clinical characteristics, pathological features, treatment regimen, and prognosis of children with lupus nephritis (LN) and thrombotic microangiopathy (TMA), as well as the treatment outcome of these children and the clinical and pathological differences between LN children with TMA and those without TMA. METHODS A retrospective analysis was conducted on 12 children with LN and TMA (TMA group) who were admitted to the Department of Nephrology, Children's Hospital of Nanjing Medical University, from December 2010 to December 2021. Twenty-four LN children without TMA who underwent renal biopsy during the same period were included as the non-TMA group. The two groups were compared in terms of clinical manifestations, laboratory examination results, and pathological results. RESULTS Among the 12 children with TMA, 8 (67%) had hypertension and 3 (25%) progressed to stage 5 chronic kidney disease. Compared with the non-TMA group, the TMA group had more severe tubulointerstitial damage, a higher Systemic Lupus Erythematosus Disease Activity Index (SLEDAI) score at onset, and higher cholesterol levels (P<0.05). There were no significant differences between the two groups in the percentage of crescent bodies and the levels of hemoglobin and platelets (P>0.05). CONCLUSIONS There is a higher proportion of individuals with hypertension among the children with LN and TMA, as well as more severe tubulointerstitial damage. These children have a higher SLEDAI score and a higher cholesterol level.
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Affiliation(s)
- Xue-Qin Cheng
- Department of Nephrology, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
| | - Fei Zhao
- Department of Nephrology, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
| | - Gui-Xia Ding
- Department of Nephrology, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
| | - San-Long Zhao
- Department of Nephrology, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
| | - Qiu-Xia Chen
- Department of Nephrology, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
| | - Chun-Hua Zhu
- Department of Nephrology, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
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Moola Y, Cassimjee Z, Dayal C, Chiba S, Ajayi A, Davies M. Thrombotic thrombocytopaenic purpura in the era of HIV: A single-centre experience. South Afr J HIV Med 2023; 24:1504. [PMID: 37928502 PMCID: PMC10623642 DOI: 10.4102/sajhivmed.v24i1.1504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Accepted: 08/03/2023] [Indexed: 11/07/2023] Open
Abstract
Background Thrombotic thrombocytopaenia purpura (TTP) is a rare disorder which carries a high mortality. HIV is an important cause of TTP. Objectives We assessed the presentation and response to plasma exchange (PEX) by HIV status. Method A single-centre retrospective review of all patients receiving PEX for TTP between 01 January 2010 and 31 December 2019 was undertaken. Demographics and presenting parameters were compared between HIV-associated TTP and other aetiologies using Mann-Whitney U and Kruskal Wallis analysis of variance testing, as appropriate. The effect of aetiology and presenting parameters on PEX duration was modelled using Cox proportional hazards; effect of these variables on mortality and residual renal dysfunction in survivors was analysed using stepwise multivariate regression. Results Uncontrolled HIV infection was the commonest cause (81.9%) of TTP in the 83 patients identified. Thrombocytopaenia was more severe and neurological deficit more frequent in HIV-associated TTP; but renal dysfunction was milder in this group. Aetiology did not influence mortality risk. Aetiological category and presenting parameters did not predict PEX duration. Residual renal dysfunction was less frequent in survivors of HIV-associated TTP. Conclusion HIV is an important cause of TTP in the local context. Haematological and neurological involvement are more severe in HIV-associated TTP. Acceptable survival rates are achievable with PEX even in advanced HIV infection; renal sequalae are less common in this group.
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Affiliation(s)
- Yusuf Moola
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Zaheera Cassimjee
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Division of Nephrology, Helen Joseph Hospital, Johannesburg, South Africa
| | - Chandni Dayal
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Division of Nephrology, Helen Joseph Hospital, Johannesburg, South Africa
| | - Sheetal Chiba
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Division of Nephrology, Helen Joseph Hospital, Johannesburg, South Africa
| | - Adekunle Ajayi
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Division of Nephrology, Helen Joseph Hospital, Johannesburg, South Africa
| | - Malcolm Davies
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Division of Nephrology, Helen Joseph Hospital, Johannesburg, South Africa
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11
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De Simone E, Sciascia S, Fenoglio R, Oddone V, Barreca A, Roccatello D. Antiphospholipid Syndrome and Kidney Involvement. Kidney Blood Press Res 2023; 48:666-677. [PMID: 37734329 DOI: 10.1159/000529229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 01/07/2023] [Indexed: 09/23/2023] Open
Abstract
BACKGROUND Antiphospholipid syndrome (APS) is an autoimmune disease characterized by the development of autoantibodies and the impairment of the coagulation system. Knowledge about this syndrome is increasing over time, but kidney involvement, especially APS nephropathy, still represents a challenge for physicians. SUMMARY A "two hit" model has been hypothesized to explain APS pathophysiology, and the role played by some factors, such as the complement system, is becoming more and more clear. From a clinical point of view, along with thrombosis in any site and/or obstetric morbidities, that are the hallmarks of APS, a constellation of several other clinical symptoms is related to APS. These symptoms alone are not sufficient to fulfill Sydney criteria for APS and this could potentially lead to omitting some diagnoses. The mainstay of management of APS is antithrombotic therapy, but there are expectations for new drugs that regulate the immune system. APS could affect the kidneys in many ways and among them, APS nephropathy is an intriguing entity that has been overlooked in recent years. Novel studies on APS nephropathy are lacking. KEY MESSAGES In this review, we discuss what we currently know about APS and its relationship with the kidney, with an eye toward the future perspectives. Multicenter studies on APS nephropathy are necessary in order to develop targeted therapies.
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Affiliation(s)
- Emanuele De Simone
- University Center of Excellence on Nephrologic, Rheumatologic and Rare Diseases (ERK-net, ERN-Reconnect and RITA-ERN Member) Including the Nephrology and Dialysis Unit, Center of Immuno-Rheumatology and Rare Diseases (CMID), Coordinating Center of the Interregional Network for Rare Diseases of Piedmont and Aosta Valley (North-West Italy), Department of Clinical and Biological Sciences, San Giovanni Bosco Hub Hospital-ASL Città di Torino, University of Turin, Turin, Italy,
| | - Savino Sciascia
- University Center of Excellence on Nephrologic, Rheumatologic and Rare Diseases (ERK-net, ERN-Reconnect and RITA-ERN Member) Including the Nephrology and Dialysis Unit, Center of Immuno-Rheumatology and Rare Diseases (CMID), Coordinating Center of the Interregional Network for Rare Diseases of Piedmont and Aosta Valley (North-West Italy), Department of Clinical and Biological Sciences, San Giovanni Bosco Hub Hospital-ASL Città di Torino, University of Turin, Turin, Italy
| | - Roberta Fenoglio
- University Center of Excellence on Nephrologic, Rheumatologic and Rare Diseases (ERK-net, ERN-Reconnect and RITA-ERN Member) Including the Nephrology and Dialysis Unit, Center of Immuno-Rheumatology and Rare Diseases (CMID), Coordinating Center of the Interregional Network for Rare Diseases of Piedmont and Aosta Valley (North-West Italy), Department of Clinical and Biological Sciences, San Giovanni Bosco Hub Hospital-ASL Città di Torino, University of Turin, Turin, Italy
| | - Valentina Oddone
- University Center of Excellence on Nephrologic, Rheumatologic and Rare Diseases (ERK-net, ERN-Reconnect and RITA-ERN Member) Including the Nephrology and Dialysis Unit, Center of Immuno-Rheumatology and Rare Diseases (CMID), Coordinating Center of the Interregional Network for Rare Diseases of Piedmont and Aosta Valley (North-West Italy), Department of Clinical and Biological Sciences, San Giovanni Bosco Hub Hospital-ASL Città di Torino, University of Turin, Turin, Italy
| | - Antonella Barreca
- Division of Pathology, Città Della Salute e Della Scienza Hospital and University of Turin, Turin, Italy
| | - Dario Roccatello
- University Center of Excellence on Nephrologic, Rheumatologic and Rare Diseases (ERK-net, ERN-Reconnect and RITA-ERN Member) Including the Nephrology and Dialysis Unit, Center of Immuno-Rheumatology and Rare Diseases (CMID), Coordinating Center of the Interregional Network for Rare Diseases of Piedmont and Aosta Valley (North-West Italy), Department of Clinical and Biological Sciences, San Giovanni Bosco Hub Hospital-ASL Città di Torino, University of Turin, Turin, Italy
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12
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Sciascia S, Yazdany J, Moroni G, Becker JU, Seshan SV, Andrade D, Emmi G, Cuadrado MJ, Radin M, Cecchi I, De Simone E, Barreca A, Caroti L, Innocenti S, Fenoglio R, Roccatello D. Clinical-pathological characteristics of renal injuries identify different clusters in patients with antiphospholipid antibodies. Kidney Int Rep 2023; 8:754-763. [PMID: 37069974 PMCID: PMC10105059 DOI: 10.1016/j.ekir.2023.01.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 01/09/2023] [Accepted: 01/17/2023] [Indexed: 01/24/2023] Open
Abstract
Introduction Significant heterogeneity still exists in the nomenclature of renal involvement in antiphospholipid syndrome (APS). Methods We applied a hierarchical cluster analysis to determine subgroups of patients according to clinical, laboratory, and renal histology characteristics in a cohort of subjects with confirmed antiphospholipid antibodies (aPL) positivity and biopsy proven aPL-related renal injuries. Kidney outcomes were then assessed at 12 months. Results A total of 123 aPL-positive patients were included in the study (101 [82%] female, 109 [88.6%] with systemic lupus erythematosus [SLE], 14 (11.4%) with primary APS [PAPS]). Three clusters were identified. Twenty-three patients (18.7%) were included in the first cluster (cluster 1), characterized by a higher prevalence of glomerular capillary and arteriolar thrombi and fragmented red blood cells in the subendothelial space. Cluster 2 included 33 patients (26.8%) and showed a higher prevalence of fibromyointimal proliferative lesions as seen in hyperplastic vasculopathy. Cluster 3 was the largest (67 patients, mainly with SLE) and was characterized by higher prevalence of subendothelial edema, of both glomerular capillaries and arterioles. Conclusion Three different clusters of patients with aPL and renal injuries emerged from our study as follows: the first, with the worst renal prognosis, was associated with features of thrombotic microangiopathy (TMA), thrombosis, triple aPL positivity and higher adjusted Global APS Score (aGAPSS) values; the second, characterized by hyperplastic vasculopathy with an intermediate prognosis, was seen more frequently in patients with cerebrovascular manifestations; and the third, more benign in terms of outcomes and with no overt association with thrombotic features, was characterized by endothelial swelling in concomitant lupus nephritis (LN).
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13
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Rossi GM, Maggiore U, Peyronel F, Fenaroli P, Delsante M, Benigno GD, Gianfreda D, Urban ML, Manna Z, Arend LJ, Bagnasco S, Vaglio A, Fiaccadori E, Rosenberg AZ, Hasni S, Manenti L. Persistent Isolated C3 Hypocomplementemia as a Strong Predictor of End-Stage Kidney Disease in Lupus Nephritis. Kidney Int Rep 2022; 7:2647-2656. [PMID: 36506236 PMCID: PMC9727529 DOI: 10.1016/j.ekir.2022.09.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 09/13/2022] [Indexed: 12/15/2022] Open
Abstract
Introduction Proliferative lupus nephritis (LN) progresses to end-stage kidney disease (ESKD) in roughly 10% of the cases despite treatment. Other than achieving <0.8 g/24h proteinuria at 12 months after treatment, early biomarkers predicting ESKD or death are lacking. Recent studies encompassing not only LN have highlighted the central role of the alternative complement pathway (ACP), with or without histological evidence of thrombotic microangiopathy (TMA), as a key promotor of renal death. Methods We assessed whether persistent isolated C3 hypocomplementemia (PI-LowC3), that is not accompanied by C4 hypocomplementemia, 6 months after kidney biopsy, is associated with an increased risk of death or ESKD in proliferative LN. Results We retrospectively followed-up 197 patients with proliferative LN (51 with PI-LowC3) for a median of 4.5 years (interquartile-range: 1.9-9.0), 11 of whom died and 22 reached ESKD. After adjusting for age, gender, ethnicity, hypertension, mycophenolate, or cyclophosphamide use, PI-LowC3 was associated with a hazard ratio [HR] of the composite outcome ESKD or death of 2.46 (95% confidence interval [CI]: 1.22-4.99, P = 0.012). These results were confirmed even after controlling for time-varying estimated glomerular filtration rate (eGFR) measurements in joint longitudinal-survival multiple regression models. After accounting for the competing risk of death, PI-LowC3 patients showed a strikingly increased risk of ESKD (adjusted HR 3.41, 95% CI: 1.31-8.88, P = 0.012). Conclusion Our findings support the use of PI-LowC3 as a low-cost readily available biomarker, allowing clinicians to modify treatment strategies early in the course of disease and offering a rationale for complement blockade trials in this particularly at-risk subgroup of LN patients.
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Affiliation(s)
- Giovanni Maria Rossi
- Renal Unit, Parma University Hospital, and Department of Medicine and Surgery, University of Parma, Parma, Italy
- Renal Immunopathology Laboratory “Luigi Migone,” Parma University Hospital, Parma, Italy
| | - Umberto Maggiore
- Renal Unit, Parma University Hospital, and Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Francesco Peyronel
- Nephrology and Dialysis Unit, Meyer Children’s University Hospital, and Department of Biomedical, Experimental and Clinical Sciences “Mario Serio,” University of Firenze, Firenze, Italy
| | - Paride Fenaroli
- Renal Unit, Parma University Hospital, and Department of Medicine and Surgery, University of Parma, Parma, Italy
- Renal Immunopathology Laboratory “Luigi Migone,” Parma University Hospital, Parma, Italy
| | - Marco Delsante
- Renal Unit, Parma University Hospital, and Department of Medicine and Surgery, University of Parma, Parma, Italy
- Renal Immunopathology Laboratory “Luigi Migone,” Parma University Hospital, Parma, Italy
| | - Giuseppe Daniele Benigno
- Renal Unit, Parma University Hospital, and Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Davide Gianfreda
- Nephrology and Dialysis Unit, Santa Caterina Novella Hospital, Galatina, Lecce, Italy
| | | | - Zerai Manna
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Lois Johanna Arend
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Serena Bagnasco
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Augusto Vaglio
- Nephrology and Dialysis Unit, Meyer Children’s University Hospital, and Department of Biomedical, Experimental and Clinical Sciences “Mario Serio,” University of Firenze, Firenze, Italy
- Department of Biomedical Clinical and Experimental Sciences, University of Firenze, Firenze, Italy
| | - Enrico Fiaccadori
- Renal Unit, Parma University Hospital, and Department of Medicine and Surgery, University of Parma, Parma, Italy
- Renal Immunopathology Laboratory “Luigi Migone,” Parma University Hospital, Parma, Italy
| | - Avi Z. Rosenberg
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Sarfaraz Hasni
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Lucio Manenti
- Renal Unit, Parma University Hospital, and Department of Medicine and Surgery, University of Parma, Parma, Italy
- Correspondence: Lucio Manenti, Renal Unit, Parma University Hospital, Via Gramsci 14, 43126, Parma, Italy.
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Massicotte-Azarniouch D, Kotzen E, Todd S, Hu Y, Hogan SL, Jain K. Kidney thrombotic microangiopathy in lupus nephritis: Impact on treatment and prognosis. Lupus 2022; 31:1175-1185. [PMID: 35650019 PMCID: PMC9449430 DOI: 10.1177/09612033221106301] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Introduction Lupus nephritis (LN) may present with thrombotic microangiopathy (TMA) on
kidney biopsy, the impact of which on outcomes is unclear. This study
examined the prognostic importance of LN with TMA on kidney biopsy,
including response to therapy and long-term outcomes. Methods We conducted a single-center, retrospective study of all cases of LN with
concomitant TMA on kidney biopsy in the Glomerular Disease Collaborative
Network database. Controls were individuals with LN without TMA matched to
cases based on demographic and clinical variables. Outcomes were remission
at 6- and 12-months, end-stage kidney disease (ESKD) and death. Logistic
regression and Cox proportional hazards models were used to ascertain the
risks for outcomes, with adjustment for serum creatinine and
proteinuria. Results There were 17 cases and 28 controls. Cases had higher creatinine, higher
proteinuria and greater chronicity on biopsy at baseline compared to
controls. The rates of remission at 6-months and 12-months were similar
between cases and controls (6-months 53.9% vs 46.4%, adjusted OR 2.54, 95%
CI 0.48, 13.37; 12-months 53.9% vs 50.0%, adjusted OR 2.95, 95% CI 0.44,
19.78). Cases were at greater risk for ESKD in univariate analysis (HR 3.77;
95% CI 1.24, 11.41) but not when adjusting for serum creatinine and
proteinuria (HR 2.20; 95% CI 0.63, 7.71). There was no significant
difference in the risk of death between cases and controls. Conclusion Lupus nephritis with renal TMA likely responds to therapy similarly to those
without TMA; risk for ESKD is not significantly increased, although the
influence of renal function and proteinuria in larger samples is needed.
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Affiliation(s)
- David Massicotte-Azarniouch
- Division of Nephrology and Hypertension, Department of Medicine, 6797University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Elizabeth Kotzen
- Division of Nephrology and Hypertension, Department of Medicine, 6797University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Sarah Todd
- Department of Medicine and Pediatrics, 6797University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Yichun Hu
- Department of Medicine and Pediatrics, 6797University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Susan L Hogan
- Department of Medicine and Pediatrics, 6797University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Koyal Jain
- Department of Medicine and Pediatrics, 6797University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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15
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IgA nephropathy and atypical hemolytic uremic syndrome: a case series and a literature review. J Nephrol 2021; 35:1091-1100. [PMID: 34757577 DOI: 10.1007/s40620-021-01189-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 10/22/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND IgA nephropathy (IgAN) has been anecdotally reported in association with atypical hemolytic uremic syndrome (aHUS). The association likely portends poor renal outcome, and the possible relationship with complement overactivation has yet to be elucidated. We evaluated a series of IgAN patients with aHUS and reviewed the available literature. METHODS Adult patients who received a diagnosis of IgAN and developed aHUS between January 2009 and December 2019 were included in this retrospective review. RESULTS We identified six IgAN-aHUS patients, all of whom developed end-stage kidney disease. At aHUS presentation all patients had decreased serum C3 levels. Predisposing pathogenetic variants and risk haplotypes for aHUS in CFH gene heterozygosity were documented in four out of six patients. Anti-CFH antibodies were found to be negative in the five tested patients. In the literature we identified 21 case reports involving aHUS-IgAN and six retrospective studies evaluating the presence of TMA at the time of renal biopsy. Hypertension, severe proteinuria, reduced sC3 and a worse renal prognosis were the common features of most cases. CONCLUSION Our case series and literature review show that the onset of either aHUS or renal TMA in the course of IgAN are associated with very poor renal outcome. Activation of the alternative pathway revealed by consumption of serum C3 seems to play a major role. Our hypothesis is that the presence of a predisposing factor (e.g. dysregualtion of complement alternative pathway and/or other intrarenal precipitating factors) might be at the heart of aHUS-IgAN pathophysiology.
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16
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Zheng Z, Zhang X, Ding J, Zhang D, Cui J, Fu X, Han J, Zhu P. Deep Learning-Based Artificial Intelligence System for Automatic Assessment of Glomerular Pathological Findings in Lupus Nephritis. Diagnostics (Basel) 2021; 11:diagnostics11111983. [PMID: 34829330 PMCID: PMC8621095 DOI: 10.3390/diagnostics11111983] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 10/19/2021] [Accepted: 10/21/2021] [Indexed: 12/14/2022] Open
Abstract
Accurate assessment of renal histopathology is crucial for the clinical management of patients with lupus nephritis (LN). However, the current classification system has poor interpathologist agreement. This paper proposes a deep convolutional neural network (CNN)-based system that detects and classifies glomerular pathological findings in LN. A dataset of 349 renal biopsy whole-slide images (WSIs) (163 patients with LN, periodic acid-Schiff stain, 3906 glomeruli) annotated by three expert nephropathologists was used. The CNN models YOLOv4 and VGG16 were employed to localise the glomeruli and classify glomerular lesions (slight/severe impairments or sclerotic lesions). An additional 321 unannotated WSIs from 161 patients were used for performance evaluation at the per-patient kidney level. The proposed model achieved an accuracy of 0.951 and Cohen's kappa of 0.932 (95% CI 0.915-0.949) for the entire test set for classifying the glomerular lesions. For multiclass detection at the glomerular level, the mean average precision of the CNN was 0.807, with 'slight' and 'severe' glomerular lesions being easily identified (F1: 0.924 and 0.952, respectively). At the per-patient kidney level, the model achieved a high agreement with nephropathologist (linear weighted kappa: 0.855, 95% CI: 0.795-0.916, p < 0.001; quadratic weighted kappa: 0.906, 95% CI: 0.873-0.938, p < 0.001). The results suggest that deep learning is a feasible assistive tool for the objective and automatic assessment of pathological LN lesions.
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Affiliation(s)
- Zhaohui Zheng
- Department of Clinical Immunology, Xijing Hospital, Fourth Military Medical University, Xi’an 710032, China; (Z.Z.); (J.D.); (X.F.)
| | - Xiangsen Zhang
- School of Automation, Northwestern Polytechnical University, Xi’an 710072, China; (X.Z.); (D.Z.)
| | - Jin Ding
- Department of Clinical Immunology, Xijing Hospital, Fourth Military Medical University, Xi’an 710032, China; (Z.Z.); (J.D.); (X.F.)
| | - Dingwen Zhang
- School of Automation, Northwestern Polytechnical University, Xi’an 710072, China; (X.Z.); (D.Z.)
| | - Jihong Cui
- Lab of Tissue Engineering, College of Life Sciences, Northwest University, Xi’an 710069, China;
| | - Xianghui Fu
- Department of Clinical Immunology, Xijing Hospital, Fourth Military Medical University, Xi’an 710032, China; (Z.Z.); (J.D.); (X.F.)
| | - Junwei Han
- School of Automation, Northwestern Polytechnical University, Xi’an 710072, China; (X.Z.); (D.Z.)
- Correspondence: (J.H.); (P.Z.)
| | - Ping Zhu
- Department of Clinical Immunology, Xijing Hospital, Fourth Military Medical University, Xi’an 710032, China; (Z.Z.); (J.D.); (X.F.)
- Correspondence: (J.H.); (P.Z.)
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