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Cabrera CM, Castiblanque A. Associations between biological markers and haematological manifestations in patients with systemic lupus erythematosus. Clin Chim Acta 2025; 575:120383. [PMID: 40414271 DOI: 10.1016/j.cca.2025.120383] [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: 03/12/2025] [Revised: 05/13/2025] [Accepted: 05/22/2025] [Indexed: 05/27/2025]
Abstract
BACKGROUND Haematological conditions are part of the EULAR/ACR 2019 diagnostic criteria for systemic lupus erythematosus (SLE). They consist of 4 cytopenias (haemolytic anaemia, leucopenia, lymphopenia and thrombocytopenia) which may appear at diagnosis and/or during follow-up. The simultaneous involvement of these cytopenias in the clinical and immunological management of patients with SLE is poorly understood. Therefore, the purpose of this study is to determine the overall relationships between them, as well as the individual associations of each. METHODS Two hundred and two Caucasian patients with adult-onset SLE were studied. Medical records were reviewed from January 2005 to December 2024 and clinical and laboratory variables were collected at diagnosis and during follow-up. RESULTS Eighty patients (39.6 %) had some form of haematological manifestation. Overall, haematological manifestations showed positive associations with C3 and C4 hypocomplementemia, anti-Ro/SSA antibodies and sex ratio (female/male), as well as a negative association with lupus nephritis. When analyzing the 4 cytopenias individually, surprising results were found. C3 and/or C4 hypocomplementemia was simultaneously associated with haemolytic anaemia, leucopenia and lymphopenia. Anti-double-stranded DNA antibodies were associated with thrombocytopenia (OR = 5.269, P = 0.026; multivariate analysis). Leucopenia was positively associated with anti-Ro/SSA antibodies (OR = 8.888, P = 0.003; multivariate analysis), and negatively associated with lupus nephritis (OR = 0.184, P = 0.007; univariate analysis) and lupus anticoagulant (OR = 0.132, P = 0.039; multivariate analysis). Finally, lymphopenia was associated with sex ratio. CONCLUSIONS Therefore, haematological conditions in patients with SLE present specific features that could represent a distinctive subtype of SLE.
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Affiliation(s)
- Carmen María Cabrera
- Immunology Section, University General Hospital of Ciudad Real, Ciudad Real, Spain; Associate Professor of Immunology, Faculty of Medicine of Ciudad Real, University of Castilla-La Mancha, Ciudad Real, Spain.
| | - Andrea Castiblanque
- Faculty of Medicine of Ciudad Real, University of Castilla-La Mancha, Ciudad Real, Spain
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Kisaoglu H, Sener S, Demirbas KC, Demir Yigit Y, Garipcin P, Coşkun S, Kacmaz HM, Kisla Ekinci RM, Ozturk K, Koker O, Ucak K, Tuncez S, Kilbas G, Karacayir N, Baykal GO, Taskın SN, Bozkaya B, Baba O, Demir S, Basaran O, Sahin S, Baglan E, Sahin N, Gungorer V, Pac Kısaarslan A, Sozeri B, Yuksel S, Bakkaloglu S, Balat A, Gurgoze MK, Kasapcopur O, Ozen S, Kalyoncu M. Severe haematological involvement in children with systemic lupus erythematosus and clinical associations. Rheumatology (Oxford) 2025; 64:2153-2161. [PMID: 39093021 DOI: 10.1093/rheumatology/keae414] [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: 02/25/2024] [Revised: 06/28/2024] [Accepted: 07/26/2024] [Indexed: 08/04/2024] Open
Abstract
OBJECTIVES To investigate the severe haematological involvement in children with SLE and assess its clinical associations, treatments, outcome and damage accrual. METHODS The medical charts of children with SLE in whom haematological involvement was observed were reviewed. Severe haematological indices were defined as autoimmune haemolytic anaemia with a haemoglobin concentration <8 g/dl, thrombocyte count <30 000/µL and neutrophil count <500/µL. RESULTS Among the 224 patients included, 102 (45.5%) displayed severe indices, predominantly at the initial involvement, and most frequently as severe anaemia in 54 (24.1%) and severe thrombocytopenia in 45 (20.1%). Disease activity did not differ according to the presence of severe disease indices. In addition, the presence of severe indices at initial involvement did not affect the damage accrual. However, a higher rate of damage (51.1% vs 29.9%, P = 0.002) and steroid-induced damage (28.9% vs 8.2%, P < 0.001) was evident in patients with flares of the haematological system. Regression analysis revealed that rituximab treatment during the initial episode (OR: 4.5, P = 0.006) and the presence of anticardiolipin antibodies (OR: 2.3, P = 0.014) significantly increases the odds for haematological system flare. However, severe indices at initial involvement did not increase the odds of a haematological flare. CONCLUSION Severe haematological indices at onset are common but not related with disease outcomes. Prevention of flares is important to improve outcomes, and a more rigorous maintenance strategy would benefit most to children who display haematological indices refractory to conventional immunosuppressants and those with anti-cardiolipin antibodies.
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Affiliation(s)
- Hakan Kisaoglu
- Division of Pediatric Rheumatology, Karadeniz Technical University Faculty of Medicine, Trabzon, Turkey
| | - Seher Sener
- Division of Pediatric Rheumatology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Kaan Can Demirbas
- Division of Pediatric Rheumatology, Istanbul University Cerrahpasa Faculty of Medicine, Istanbul, Turkey
| | - Yasemin Demir Yigit
- Division of Pediatric Rheumatology, Fırat University Faculty of Medicine, Elazig, Turkey
| | - Pinar Garipcin
- Division of Pediatric Rheumatology, Erciyes University Faculty of Medicine, Kayseri, Turkey
| | - Serkan Coşkun
- Division of Pediatric Rheumatology, University of Health Sciences Ankara City Hospital, Ankara, Turkey
| | - Hatice Melisa Kacmaz
- Division of Pediatric Rheumatology, Gaziantep University Faculty of Medicine, Gaziantep, Turkey
| | | | - Kubra Ozturk
- Division of Pediatric Rheumatology, University of Health Sciences Goztepe Training Hospital, Istanbul, Turkey
| | - Oya Koker
- Division of Pediatric Rheumatology, Marmara University Faculty of Medicine, Istanbul, Turkey
| | - Kubra Ucak
- Division of Pediatric Rheumatology, Kocaeli University Faculty of Medicine, Kocaeli, Turkey
| | - Serife Tuncez
- Division of Pediatric Rheumatology, Ankara Etlik City Hospital, Ankara, Turkey
| | - Gulsah Kilbas
- Division of Pediatric Rheumatology, Pamukkale University Faculty of Medicine, Denizli, Turkey
| | - Nihal Karacayir
- Division of Pediatric Rheumatology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Gulcan Ozomay Baykal
- Division of Pediatric Rheumatology, University of Health Sciences, Umraniye Research Hospital, Istanbul, Turkey
| | - Sema Nur Taskın
- Division of Pediatric Rheumatology, Diyarbakir Childrens Hospital, Diyarbakir, Turkey
| | - Burcu Bozkaya
- Division of Pediatric Rheumatology, Samsun Research Hospital, Samsun, Turkey
| | - Ozge Baba
- Division of Pediatric Rheumatology, Karadeniz Technical University Faculty of Medicine, Trabzon, Turkey
| | - Selcan Demir
- Division of Pediatric Rheumatology, Eskisehir Osmangazi University, Faculty of Medicine, Eskisehir, Turkey
| | - Ozge Basaran
- Division of Pediatric Rheumatology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Sezgin Sahin
- Division of Pediatric Rheumatology, Istanbul University Cerrahpasa Faculty of Medicine, Istanbul, Turkey
| | - Esra Baglan
- Division of Pediatric Rheumatology, Ankara Etlik City Hospital, Ankara, Turkey
| | - Nihal Sahin
- Division of Pediatric Rheumatology, Kocaeli University Faculty of Medicine, Kocaeli, Turkey
| | - Vildan Gungorer
- Division of Pediatric Rheumatology, University of Health Sciences Ankara City Hospital, Ankara, Turkey
| | - Aysenur Pac Kısaarslan
- Division of Pediatric Rheumatology, Erciyes University Faculty of Medicine, Kayseri, Turkey
| | - Betul Sozeri
- Division of Pediatric Rheumatology, University of Health Sciences, Umraniye Research Hospital, Istanbul, Turkey
| | - Selcuk Yuksel
- Division of Pediatric Rheumatology, Pamukkale University Faculty of Medicine, Denizli, Turkey
| | - Sevcan Bakkaloglu
- Division of Pediatric Rheumatology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Ayse Balat
- Division of Pediatric Rheumatology, Gaziantep University Faculty of Medicine, Gaziantep, Turkey
| | - Metin Kaya Gurgoze
- Division of Pediatric Rheumatology, Fırat University Faculty of Medicine, Elazig, Turkey
| | - Ozgur Kasapcopur
- Division of Pediatric Rheumatology, Istanbul University Cerrahpasa Faculty of Medicine, Istanbul, Turkey
| | - Seza Ozen
- Division of Pediatric Rheumatology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Mukaddes Kalyoncu
- Division of Pediatric Rheumatology, Karadeniz Technical University Faculty of Medicine, Trabzon, Turkey
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Yang Z, Liu S, Zong Z, Li Q, Yu L, Sun S. Treatment of thrombotic microangiopathy associated with systemic lupus erythematosus with low-dose rituximab as an induction agent and belimumab as a maintenance agent. BMC Pediatr 2025; 25:141. [PMID: 40001033 PMCID: PMC11863396 DOI: 10.1186/s12887-025-05506-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Accepted: 02/11/2025] [Indexed: 02/27/2025] Open
Abstract
INTRODUCTION Thrombotic microangiopathy (TMA) is a serious complication that can occur in patients with systemic lupus erythematosus (SLE), and TMA adversely affects prognosis and increases mortality. The treatment of TMA often requires immunosuppressive agents, high-dose corticosteroids and plasma exchange (PEX). Both rituximab (RTX) and belimumab (BEL) target B cells. The combination of RTX and BEL has recently been used for refractory and severe organ involvement in systemic lupus erythematosus. However, the clinical outcome of patients with TMA and SLE treated with sequential therapy between RTX and BEL remains elusive. CASE REPORTS We reported 2 patients who were diagnosed with SLE with TMA and were administered a combination treatment of high-dose corticosteroids, immunoglobulin, and PEX at the initial stage. No improvements in microangiopathic anaemia, thrombocytopenia, or renal failure were observed. Low-dose RTX was administered in both patients, and both patients responded well. BEL was utilized to rapidly reduce the reliance on these agents and prevent the relapse of SLE at the maintenance stage. Ultimately, 2 patients fully recovered with an SLE Disease Activity Index score of 0, and prednisolone was stopped without relapse. CONCLUSION Sequential treatment with low-dose RTX and BEL could be an encouraging approach for the treatment of TMA in patients with SLE and rapid glucocorticoid reduction.
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Affiliation(s)
- Zhenle Yang
- Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China
| | - Suwen Liu
- Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China
| | - Zihan Zong
- Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China
| | - Qian Li
- Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China
| | - Lichun Yu
- Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China.
| | - Shuzhen Sun
- Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China.
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Zhu S, Ren J, Feng L, Jiang Y. Systemic Lupus Erythematosus and Pregnancy Complications and Outcomes: A Mendelian Randomization Study and Retrospective Validation. Int J Womens Health 2024; 16:891-902. [PMID: 38779383 PMCID: PMC11110830 DOI: 10.2147/ijwh.s461640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 05/11/2024] [Indexed: 05/25/2024] Open
Abstract
Introduction Previous studies have shown that pregnant women with systemic lupus erythematosus (SLE) tend to have a higher risk of adverse pregnancy outcomes, but the potential causal role remained unclear. In this study, we aimed to investigate the causal relationship between SLE and some common pregnancy complications and outcomes using two-sample Mendelian randomization (MR). Methods The genetic tools were derived from genome-wide association studies of SLE and pregnancy complications and outcomes. MR analysis was performed using inverse variance weighting as primary method. Sensitivity analyses were performed to evaluate the robustness of the results. A retrospective analysis was conducted on 200 pregnant women with SLE and a control group of pregnant women delivering at Tongji Hospital. Results In the results, we found that genetic susceptibility to SLE was associated with a higher risk of gestational diabetes mellitus (OR = 1.028, 95% CI: 1.006-1.050), premature delivery (OR = 1.039, 95% CI: 1.013-1.066), polyhydramnios (OR = 1.075, 95% CI: 1.004-1.151) and premature rupture of membranes (OR = 1.030, 95% CI: 1.001-1.060). Some of the retrospective analysis results align with the findings from the MR analysis, indicating that pregnant women with SLE have a higher risk of developing gestational diabetes mellitus and preterm birth. Additionally, although MR analysis did not reveal a causal relationship between SLE and preeclampsia/eclampsia, retrospective analysis discovered that SLE pregnant women are more susceptible to developing preeclampsia/eclampsia (OR = 2.935, 95% CI: 1.118-7.620). Conclusion Our study findings suggest a potential causal relationship between SLE and increased risks of gestational diabetes and preterm delivery. Clinical data indicate that pregnant women with SLE are more prone to developing preeclampsia/eclampsia. Clinicians need to be vigilant about the occurrence of these conditions when managing pregnant women with SLE.
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Affiliation(s)
- Shenglan Zhu
- Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China
| | - Junlin Ren
- Department of Computer Science, Huazhong University of Science and Technology, Wuhan, 430074, People’s Republic of China
| | - Ling Feng
- Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China
| | - Yi Jiang
- Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China
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Jia L, Li X, Shen J, Teng Y, Zhang B, Zhang M, Gu Y, Xu H. Ang-1, Ang-2, and Tie2 are diagnostic biomarkers for Henoch-Schönlein purpura and pediatric-onset systemic lupus erythematous. Open Life Sci 2024; 19:20220812. [PMID: 38465338 PMCID: PMC10921503 DOI: 10.1515/biol-2022-0812] [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: 05/31/2023] [Revised: 11/16/2023] [Accepted: 11/16/2023] [Indexed: 03/12/2024] Open
Abstract
Henoch-Schönlein purpura (HSP) and pediatric-onset systemic lupus erythematosus (pSLE) are closely associated with vasculitis and vascular diseases. This study aimed to investigate the clinical diagnostic values of Ang-1, Ang-2, and Tie2 for HSP and pSLE. We surveyed 82 HSP patients, 34 pSLE patients, and 10 healthy children. The expression levels of Ang-1, Ang-2, and Tie2 in the serum and urine were assessed using enzyme-linked immunosorbent assay. The diagnostic values of Ang-1, Ang-2, and Tie2 for HSP and pSLE were evaluated using receiver operating characteristic curve analysis. The results revealed that the serum and urine expression levels of Ang-2 and Tie2 were significantly elevated in HSP and pSLE patients, whereas the Ang-1/Ang-2 values were reduced. Additionally, Ang-1 was highly expressed in the serum and urine of HSP patients and in the serum of pSLE patients. Ang-1, Ang-2, and Tie2 showed differential expression in various types of HSP and pSLE compared with their expression in healthy controls. In summary, Ang-1, Ang-2, and Tie2 can serve as biomarkers for HSP and pSLE. Moreover, Ang-1/Ang-2 values are reduced in HSP and pSLE patients. Ang-1, Ang-2, and Tie2 can be used as biomarkers for HSP and pSLE.
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Affiliation(s)
- Lishan Jia
- Department of Pediatrics, Taicang Affiliated Hospital of Soochow University, The First People’s Hospital of Taicang, No. 58 Changsheng South Road, Taicang City, Jiangsu Province, 215400, China
| | - Xiaozhong Li
- Department of Nephrology and Immunology, Children’s Hospital of Soochow University, No. 303 Jingde Road, Gusu District, Suzhou City, Jiangsu Province, 215003, China
| | - Jiayun Shen
- Department of Pediatrics, Taicang Affiliated Hospital of Soochow University, The First People’s Hospital of Taicang, No. 58 Changsheng South Road, Taicang City, Jiangsu Province, 215400, China
| | - Yan Teng
- Department of Pediatrics, Taicang Affiliated Hospital of Soochow University, The First People’s Hospital of Taicang, No. 58 Changsheng South Road, Taicang City, Jiangsu Province, 215400, China
| | - Baoqin Zhang
- Department of Pediatrics, Taicang Affiliated Hospital of Soochow University, The First People’s Hospital of Taicang, No. 58 Changsheng South Road, Taicang City, Jiangsu Province, 215400, China
| | - Min Zhang
- Department of Pediatrics, Taicang Affiliated Hospital of Soochow University, The First People’s Hospital of Taicang, No. 58 Changsheng South Road, Taicang City, Jiangsu Province, 215400, China
| | - Yueqin Gu
- Department of Pediatrics, Taicang Affiliated Hospital of Soochow University, The First People’s Hospital of Taicang, No. 58 Changsheng South Road, Taicang City, Jiangsu Province, 215400, China
| | - Hong Xu
- Department of Nephrology, Children’s Hospital of Fudan University, No. 399 Wanyuan Road, Minhang District, Shanghai City, 201102, China
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Mohd Shukri ND, Wan Mohamad WM, Wan Ab Rahman WS. Childhood-Onset Systemic Lupus Erythematosus Presenting With Concomitant Gastrointestinal Manifestation and Antiphospholipid Syndrome. Cureus 2023; 15:e49205. [PMID: 38024034 PMCID: PMC10663094 DOI: 10.7759/cureus.49205] [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: 11/19/2023] [Indexed: 12/01/2023] Open
Abstract
Childhood-onset systemic lupus erythematosus is a rare disease that is more prevalent in Southeast Asian children than in Western children. It is characterised by a peripubertal onset and a female predominance that rises with age. Haematological, renal, and mucocutaneous are among the frequently involved organs upon diagnosis. Some of the typical symptoms include cutaneous vasculitis, malar rash, and fever. Patients frequently had proliferative class IV lupus nephritis, which increases disease activity and kidney damage. We reported a child presented with fever associated with multiple joint pain, skin rashes over the fingers of the right hand, and generalised abdominal pain.
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Conti F, Moratti M, Leonardi L, Catelli A, Bortolamedi E, Filice E, Fetta A, Fabi M, Facchini E, Cantarini ME, Miniaci A, Cordelli DM, Lanari M, Pession A, Zama D. Anti-Inflammatory and Immunomodulatory Effect of High-Dose Immunoglobulins in Children: From Approved Indications to Off-Label Use. Cells 2023; 12:2417. [PMID: 37830631 PMCID: PMC10572613 DOI: 10.3390/cells12192417] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/23/2023] [Accepted: 10/05/2023] [Indexed: 10/14/2023] Open
Abstract
BACKGROUND The large-scale utilization of immunoglobulins in patients with inborn errors of immunity (IEIs) since 1952 prompted the discovery of their key role at high doses as immunomodulatory and anti-inflammatory therapy, in the treatment of IEI-related immune dysregulation disorders, according to labelled and off-label indications. Recent years have been dominated by a progressive imbalance between the gradual but constant increase in the use of immunoglobulins and their availability, exacerbated by the SARS-CoV-2 pandemic. OBJECTIVES To provide pragmatic indications for a need-based application of high-dose immunoglobulins in the pediatric context. SOURCES A literature search was performed using PubMed, from inception until 1st August 2023, including the following keywords: anti-inflammatory; children; high dose gammaglobulin; high dose immunoglobulin; immune dysregulation; immunomodulation; immunomodulatory; inflammation; intravenous gammaglobulin; intravenous immunoglobulin; off-label; pediatric; subcutaneous gammaglobulin; subcutaneous immunoglobulin. All article types were considered. IMPLICATIONS In the light of the current imbalance between gammaglobulins' demand and availability, this review advocates the urgency of a more conscious utilization of this medical product, giving indications about benefits, risks, cost-effectiveness, and administration routes of high-dose immunoglobulins in children with hematologic, neurologic, and inflammatory immune dysregulation disorders, prompting further research towards a responsible employment of gammaglobulins and improving the therapeutical decisional process.
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Affiliation(s)
- Francesca Conti
- Pediatric Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (F.C.); (A.M.); (A.P.)
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy; (A.F.); (D.M.C.); (M.L.); (D.Z.)
| | - Mattia Moratti
- Specialty School of Paediatrics, University of Bologna, 40138 Bologna, Italy; (A.C.); (E.B.)
| | - Lucia Leonardi
- Department of Maternal Infantile and Urological Sciences, Sapienza University of Rome, 00185 Rome, Italy;
| | - Arianna Catelli
- Specialty School of Paediatrics, University of Bologna, 40138 Bologna, Italy; (A.C.); (E.B.)
| | - Elisa Bortolamedi
- Specialty School of Paediatrics, University of Bologna, 40138 Bologna, Italy; (A.C.); (E.B.)
| | - Emanuele Filice
- Department of Pediatrics, Maggiore Hospital, 40133 Bologna, Italy;
| | - Anna Fetta
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy; (A.F.); (D.M.C.); (M.L.); (D.Z.)
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Neuropsichiatria dell’Età Pediatrica, 40139 Bologna, Italy
| | - Marianna Fabi
- Paediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Elena Facchini
- Pediatric Oncology and Hematology Unit “Lalla Seràgnoli”, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (E.F.); (M.E.C.)
| | - Maria Elena Cantarini
- Pediatric Oncology and Hematology Unit “Lalla Seràgnoli”, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (E.F.); (M.E.C.)
| | - Angela Miniaci
- Pediatric Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (F.C.); (A.M.); (A.P.)
| | - Duccio Maria Cordelli
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy; (A.F.); (D.M.C.); (M.L.); (D.Z.)
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Neuropsichiatria dell’Età Pediatrica, 40139 Bologna, Italy
| | - Marcello Lanari
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy; (A.F.); (D.M.C.); (M.L.); (D.Z.)
- Paediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Andrea Pession
- Pediatric Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (F.C.); (A.M.); (A.P.)
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy; (A.F.); (D.M.C.); (M.L.); (D.Z.)
| | - Daniele Zama
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy; (A.F.); (D.M.C.); (M.L.); (D.Z.)
- Paediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
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Wang DC, Xu WD, Qin Z, Fu L, Lan YY, Liu XY, Huang AF. Systemic lupus erythematosus with high disease activity identification based on machine learning. Inflamm Res 2023; 72:1909-1918. [PMID: 37725103 DOI: 10.1007/s00011-023-01793-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Revised: 08/22/2023] [Accepted: 08/28/2023] [Indexed: 09/21/2023] Open
Abstract
OBJECTIVE Clinical evaluation of systemic lupus erythematosus (SLE) disease activity is limited and inconsistent, and high disease activity significantly, seriously impacts on SLE patients. This study aims to generate a machine learning model to identify SLE patients with high disease activity. METHOD A total of 1014 SLE patients with low disease activity and 453 SLE patients with high disease activity were included. A total of 94 clinical, laboratory data and 17 meteorological indicators were collected. After data preprocessing, we use mutual information and multisurf to evaluate and select the importance of features. The selected features are used for machine learning modeling. Performance of the model is evaluated and verified by a series of binary classification indicators. RESULTS We screened out hematuria, proteinuria, pyuria, low complement, precipitation, sunlight and other features for model construction by integrated feature selection. After hyperparameter optimization, the LGB has the best performance (ROC: AUC = 0.930; PRC: AUC = 0.911, APS = 0.913; balance accuracy: 0.856), and the worst is the naive bayes (ROC: AUC = 0.849; PRC: AUC = 0.719, APS = 0.714; balance accuracy: 0.705). Finally, the selection of features has good consistency in the composite feature importance bar plot. CONCLUSION We identify SLE patients with high disease activity by a simple machine learning pipeline, especially the LGB model based on the characteristics of proteinuria, hematuria, pyuria and other feathers 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, 646000, Sichuan, China
| | - Wang-Dong Xu
- Department of Evidence-Based Medicine, Southwest Medical University, 1 Xianglin Road, Luzhou, 646000, Sichuan, China.
| | - Zhen Qin
- Department of Rheumatology and Immunology, Affiliated Hospital of Southwest Medical University, 25 Taiping Road, Luzhou, 646000, Sichuan, China
| | - Lu Fu
- Laboratory Animal Center, Southwest Medical University, 1 Xianglin Road, Luzhou, 646000, Sichuan, China
| | - You-Yu Lan
- Department of Rheumatology and Immunology, Affiliated Hospital of Southwest Medical University, 25 Taiping Road, Luzhou, 646000, Sichuan, China
| | - Xiao-Yan Liu
- Department of Evidence-Based Medicine, Southwest Medical University, 1 Xianglin Road, Luzhou, 646000, Sichuan, China
| | - An-Fang Huang
- Department of Rheumatology and Immunology, Affiliated Hospital of Southwest Medical University, 25 Taiping Road, Luzhou, 646000, Sichuan, China.
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Batu ED, Günalp A, Şahin S, Özdel S, Kızıldağ Z, Pac Kısaarslan A, Bağrul İ, Kasap Cuceoglu M, Tanatar A, Sonmez HE, Sag E, Demir S, Çelikel E, Cağlayan S, Çelikel Acar B, Sözeri B, Aktay Ayaz N, Bilginer Y, Poyrazoğlu MH, Ünsal E, Kasapçopur Ö, Özen S. Pediatric mixed connective tissue disease versus other overlap syndromes: a retrospective multicenter cohort study. Rheumatol Int 2023; 43:1485-1495. [PMID: 36906866 DOI: 10.1007/s00296-023-05300-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 02/27/2023] [Indexed: 03/13/2023]
Abstract
Pediatric mixed connective tissue disease (MCTD) is a subgroup of overlap syndromes. We aimed to compare the characteristics and outcomes in children with MCTD and other overlap syndromes. All MCTD patients met either Kasukawa or Alarcon-Segovia and Villareal criteria. The patients with other overlap syndromes had the features of ≥ 2 autoimmune rheumatic diseases but did not meet MCTD diagnostic criteria. Thirty MCTD (F/M = 28/2) and thirty (F/M = 29/1) overlap patients were included (disease onset < 18 years). The most prominent phenotype at disease onset and the last visit was systemic lupus erythematosus (SLE) in the MCTD group; juvenile idiopathic arthritis and dermatomyositis/polymyositis, respectively, in the overlap group. At the last visit, systemic sclerosis (SSc) phenotype was more frequent among MCTD than overlap patients (60% vs. 33.3%; p = 0.038). The frequency of the predominant SLE phenotype had decreased (60% to 36.7%), while predominant SSc phenotype had increased (13.3% to 33.3%) during follow-up in MCTD patients. Weight loss (36.7% vs. 13.3%), digital ulcers (20% vs. 0), swollen hands (60% vs. 20%), Raynaud phenomenon (86.7% vs. 46.7%), hematologic involvement (70% vs. 26.7%), and anti-Sm positivity (29% vs. 3.3%) were more common, while Gottron papules (16.7% vs. 40%) were less frequent among MCTD than overlap patients (p < 0.05). A higher percentage of overlap patients achieved complete remission than MCTD patients (51.7% vs. 24.1%; p = 0.047). The disease phenotype and outcome differ between pediatric MCTD and other overlap syndromes where MCTD may be regarded as a more severe disease. Analyzing these patients could pave the way for early and effective treatment.
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Affiliation(s)
- Ezgi Deniz Batu
- Department of Pediatrics, Division of Rheumatology, Hacettepe University Faculty of Medicine, Ankara, Turkey.
- Çocuk Romatoloji Bölümü, Hacettepe Üniversitesi İhsan Doğramacı Çocuk Hastanesi, Kat: 3 Sıhhiye, 06100, Ankara, Turkey.
| | - Aybüke Günalp
- Cerrahpasa Medical School, Department of Pediatrics, Division of Rheumatology, Istanbul University Cerrahpasa, Istanbul, Turkey
| | - Sezgin Şahin
- Cerrahpasa Medical School, Department of Pediatrics, Division of Rheumatology, Istanbul University Cerrahpasa, Istanbul, Turkey
| | - Semanur Özdel
- Dr. Sami Ulus Maternity and Child Health and Diseases Research and Training Hospital, Department of Pediatrics, Division of Rheumatology, University of Health Sciences, Ankara, Turkey
| | - Zehra Kızıldağ
- Department of Pediatrics, Division of Rheumatology, Dokuz Eylül University Faculty of Medicine, Izmir, Turkey
| | - Aysenur Pac Kısaarslan
- Faculty of Medicine, Department of Pediatrics, Division of Rheumatology, Erciyes University, Kayseri, Turkey
| | - İlknur Bağrul
- Dr. Sami Ulus Maternity and Child Health and Diseases Research and Training Hospital, Department of Pediatrics, Division of Rheumatology, University of Health Sciences, Ankara, Turkey
| | - Muserref Kasap Cuceoglu
- Department of Pediatrics, Division of Rheumatology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Ayşe Tanatar
- Faculty of Medicine, Department of Pediatrics, Division of Rheumatology, Istanbul University, Istanbul, Turkey
| | - Hafize Emine Sonmez
- Faculty of Medicine, Department of Pediatrics, Division of Rheumatology, Kocaeli University, Kocaeli, Turkey
| | - Erdal Sag
- Ankara Research and Training Hospital, Department of Pediatrics, Division of Rheumatology, University of Health Sciences, Ankara, Turkey
| | - Selcan Demir
- Department of Pediatrics, Division of Rheumatology, Erzurum Regional Research and Training Hospital, Erzurum, Turkey
| | - Elif Çelikel
- Ankara City Hospital, Department of Pediatrics, Division of Rheumatology, University of Health Sciences, Ankara, Turkey
| | - Sengul Cağlayan
- Umraniye Research and Training Hospital, Department of Pediatrics, Division of Rheumatology, University of Health Sciences, Istanbul, Turkey
| | - Banu Çelikel Acar
- Ankara City Hospital, Department of Pediatrics, Division of Rheumatology, University of Health Sciences, Ankara, Turkey
| | - Betül Sözeri
- Umraniye Research and Training Hospital, Department of Pediatrics, Division of Rheumatology, University of Health Sciences, Istanbul, Turkey
| | - Nuray Aktay Ayaz
- Faculty of Medicine, Department of Pediatrics, Division of Rheumatology, Istanbul University, Istanbul, Turkey
| | - Yelda Bilginer
- Department of Pediatrics, Division of Rheumatology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - M Hakan Poyrazoğlu
- Faculty of Medicine, Department of Pediatrics, Division of Rheumatology, Erciyes University, Kayseri, Turkey
| | - Erbil Ünsal
- Department of Pediatrics, Division of Rheumatology, Dokuz Eylül University Faculty of Medicine, Izmir, Turkey
| | - Özgür Kasapçopur
- Cerrahpasa Medical School, Department of Pediatrics, Division of Rheumatology, Istanbul University Cerrahpasa, Istanbul, Turkey
| | - Seza Özen
- Department of Pediatrics, Division of Rheumatology, Hacettepe University Faculty of Medicine, Ankara, Turkey
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Lu Y, Huang XM. Autoimmune hemolytic anemia as an initial presentation in children with systemic lupus erythematosus: two case reports. J Int Med Res 2022; 50:3000605221115390. [PMID: 35971316 PMCID: PMC9386865 DOI: 10.1177/03000605221115390] [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] [Indexed: 12/05/2022] Open
Abstract
We report the cases of two children who presented with autoimmune hemolytic anemia (AIHA) as an initial presentation of systemic lupus erythematosus (SLE). Both patients had a positive Coombs test, anemia, and an increased number of spherocytes in their blood smear. The patient in Case 1 presented with fever, urticarial erythema, facial paresis, AIHA, and leucopenia. Immunological screening revealed low complement protein levels and positive anti-nuclear antibody, anti-double-stranded DNA, and antiphospholipid antibody results. A further laboratory workup revealed a positive lupus anticoagulant (LA) result and low factor II levels. She was diagnosed with lupus anticoagulant hypoprothrombinemia syndrome (LAHPS) in addition to SLE. The patient in Case 2 presented with fever, butterfly rash, thyroid enlargement, leucopenia, and AIHA. She was diagnosed with SLE with thyroiditis. Both patients were started on combined immunosuppressive therapy, and both patients’ clinical symptoms finally resolved. A literature review on childhood SLE showed that AIHA is common in patients with SLE. LAHPS is an uncommonly identified cause of bleeding in patients with SLE, and it must be considered when evaluating children with a positive LA result.
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Affiliation(s)
- Yan Lu
- Department of Pediatrics, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, No. 261, Huansha Road, Hangzhou, Zhejiang Province People's Republic of China
| | - Xian-Mei Huang
- Department of Pediatrics, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, No. 261, Huansha Road, Hangzhou, Zhejiang Province People's Republic of China
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11
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Tan Y, Yang S, Liu Q, Li Z, Mu R, Qiao J, Cui L. Pregnancy-related complications in systemic lupus erythematosus. J Autoimmun 2022; 132:102864. [PMID: 35872104 DOI: 10.1016/j.jaut.2022.102864] [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: 06/28/2022] [Accepted: 07/02/2022] [Indexed: 10/17/2022]
Abstract
Systemic lupus erythematosus (SLE) is a systemic autoimmune inflammatory disease that predominantly affects women of childbearing age and results in various adverse pregnancy outcomes (APOs). Pregnancy was formerly discouraged in patients with SLE because of unstable disease activity during the gestation period, increased thrombosis risk, severe organ damage, and inevitable side effects of immunosuppressive agents. Currently, most patients with SLE have successful pregnancies due to preconception counselling, strict monitoring, and improved therapy with minimised complications for both the mother and foetus. Hydroxychloroquine (HCQ) is extensively used and is beneficial for improving pregnancy outcomes. However, pregnant women with SLE have a high-risk of APOs, such as disease flare, preterm birth, intrauterine growth restriction (IUGR), preeclampsia, and pregnancy loss. Better understanding of the changes in maternal immunity and serum biomarkers, as well as their relationships with SLE-related APOs progression, would facilitate the investigation of molecular mechanisms for triggering and ameliorating APOs. Furthermore, it would enable us to explore and develop novel and effective therapeutic strategies to prevent disease activation. Therefore, this review briefly introduces the interaction between pregnancy outcomes and SLE, elucidates pathophysiological and immunological changes during SLE pregnancy. Furthermore, this review systematically expounds on the effective predictors of APOs and the molecular mechanisms underlying the SLE-related APOs to provide a solid foundation for the advanced management of lupus pregnancy.
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Affiliation(s)
- Yuan Tan
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, 100191, China; Core Unit of National Clinical Research Center for Laboratory Medicine, Peking University Third Hospital, Beijing, 100191, China; Institute of Medical Technology, Peking University Health Science Center, Beijing, 100191, China
| | - Shuo Yang
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, 100191, China; Core Unit of National Clinical Research Center for Laboratory Medicine, Peking University Third Hospital, Beijing, 100191, China
| | - Qi Liu
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, 100191, China; Core Unit of National Clinical Research Center for Laboratory Medicine, Peking University Third Hospital, Beijing, 100191, China; Institute of Medical Technology, Peking University Health Science Center, Beijing, 100191, China
| | - Zhongxin Li
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, 100191, China; Core Unit of National Clinical Research Center for Laboratory Medicine, Peking University Third Hospital, Beijing, 100191, China
| | - Rong Mu
- Department of Rheumatology and Immunology, Peking University Third Hospital, Beijing, 100191, China.
| | - Jie Qiao
- National Clinical Research Center for Obstetrical and Gynecological Diseases, Beijing, 100191, China; Ministry of Education Key Laboratory of Assisted Reproduction, Center for Reproductive Medicine, Beijing, 100191, China; Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing, 100191, China.
| | - Liyan Cui
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, 100191, China; Core Unit of National Clinical Research Center for Laboratory Medicine, Peking University Third Hospital, Beijing, 100191, China.
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12
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Kisaoglu H, Baba O, Kalyoncu M. Hematologic manifestations of juvenile systemic lupus erythematosus: An emphasis on anemia. Lupus 2022; 31:730-736. [DOI: 10.1177/09612033221093508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Objective Anemia is common in patients with juvenile systemic lupus erythematosus (jSLE). While autoimmune hemolytic anemia (AIHA) is the only etiology included in the classification criteria, the etiology of anemia in jSLE may be diverse. We aimed to investigate the etiology of anemia in jSLE and the relationship between anemia and disease characteristics at onset and during the follow-up period. Methods Patients diagnosed with jSLE who met the Systemic Lupus Erythematosus International Collaborating Clinics classification criteria between January 2012 and December 2020 were retrospectively analyzed. Results Hematologic involvement was observed in 70% of the patients. Anemia was the most common cytopenia among patients (60%). Anemia of chronic disease (ACD) and AIHA were the most common etiological factors, both observed in 23% of patients. Patients with anemia had a significantly higher rate of positive ds-DNA antibody and higher erythrocyte sedimentation rate (ESH) and Systemic Lupus Erythematosus Disease Activity Index (SLEDAI) scores. ESH, serum ferritin, and SLEDAI scores negatively correlated with hemoglobin levels in patients with anemia. Iron deficiency was the sole etiology of new-onset anemia. Patients with new-onset anemia during the follow-up period had significantly lower hemoglobin values at onset and a higher rate of renal involvement. Conclusion Anemia in jSLE is mostly AIHA and ACD, but iron deficiency is not rare. The severity of inflammation is associated with the severity of anemia. During the follow-up period, iron deficiency was the predominant cause of anemia, especially in patients with lower hemoglobin concentrations at onset and renal involvement.
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Affiliation(s)
- Hakan Kisaoglu
- Faculty of Medicine, Department of Pediatric Rheumatology, Karadeniz Technical University, Trabzon, Turkey
| | - Ozge Baba
- Faculty of Medicine, Department of Pediatric Rheumatology, Karadeniz Technical University, Trabzon, Turkey
| | - Mukaddes Kalyoncu
- Faculty of Medicine, Department of Pediatric Rheumatology, Karadeniz Technical University, Trabzon, Turkey
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