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Luppino-Assad AP, Alves Junior JL, Figueiredo Neves Yuki E, Seguro LPC, Pasoto SG, Fernandes CJCDS, Sobral-Alves J, Jardim CVP, Bonfá E, Souza R, Borba EF. Reversibility of pulmonary hypertension in systemic lupus erythematosus after induction immunosuppressive therapy: An inflammatory manifestation? Lupus 2025; 34:18-27. [PMID: 39548706 DOI: 10.1177/09612033241301183] [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: 11/18/2024]
Abstract
OBJECTIVE To evaluate the possible reversibility of PAH to a normopressoric state in SLE after induction immunosuppressive (IS) and predictors of response. METHODS We retrospectively evaluated all SLE-PAH patients who underwent IS therapy at our center. PAH reversion was defined as the normalization of pulmonary arterial pressure (PAP), either by the presence of systolic PAP <40 mmHg on echocardiogram or mean PAP <20 mmHg on right heart catheterization (RHC). SLE patients were divided in Reversion and No-Reversion of SLE-PAH groups for comparative analysis at baseline and after IS. RESULTS Among 2,074 SLE patients, 28 SLE-PAH received IS therapy (1.3%). Ten patients (35.7%) achieved SLE-PAH reversion. Demographic data, disease duration, SLEDAI-2K, and SDI Damage scores were similar between Reversion and No-Reversion of SLE-PAH groups (p > 0.05). At baseline, Reversion of SLE-PAH had lower sPAP (p = 0.032), lower right ventricle dilatation (p = 0.003) and hypokinesia (p = 0.017) frequencies on echocardiogram, and also lower BNP levels (p = 0.041) and risk stratification score (p = 0.014). Hemodynamic parameters were similar among groups (p > 0.05). After IS, a significant decrease in CRP levels was identified only in Reversion of SLE-PAH (p = 0.013), although both groups had a significant reduction in SLEDAI-2K (p < 0.05). Both groups had significant improvement in risk stratification score (p = 0.009 and p < 0.001) with a better survival rate in Reversion of SLE-PAH (p = 0.047). CONCLUSION This is the first study that identified that more than one third of SLE-PAH had a complete reversion of PAH after IS therapy with a significant impact on their survival. These findings strongly support the notion of an underlying inflammatory etiology of this condition, which reinforces the use of immunosuppressive treatment for all SLE patients at PAH onset.
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Affiliation(s)
- Ana Paula Luppino-Assad
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Jose Leonidas Alves Junior
- Pulmonary Circulation Unit, Pulmonary Division - Heart Institute (InCOR), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Emily Figueiredo Neves Yuki
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Luciana Parente Costa Seguro
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Sandra Gofinet Pasoto
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Caio Julio Cesar Dos Santos Fernandes
- Pulmonary Circulation Unit, Pulmonary Division - Heart Institute (InCOR), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Juliana Sobral-Alves
- Cardiology Division - Heart Institute (InCOR), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Carlos Viana Poyares Jardim
- Pulmonary Circulation Unit, Pulmonary Division - Heart Institute (InCOR), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Eloisa Bonfá
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Rogerio Souza
- Pulmonary Circulation Unit, Pulmonary Division - Heart Institute (InCOR), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Eduardo F Borba
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
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Rella V, Rotondo C, Barile R, Erroi F, Cantatore FP, Corrado A. Glucocorticoids treatment and adverse infectious events in rheumatic diseases. Hosp Pract (1995) 2024:1-13. [PMID: 39475388 DOI: 10.1080/21548331.2024.2423598] [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: 07/07/2024] [Accepted: 10/25/2024] [Indexed: 11/05/2024]
Abstract
It is well known that rheumatic diseases are characterized by an increased infection risk, due to several factors, such as an intrinsically dysfunctional immune system, disease activity, and the use of immunosuppressive drugs. Glucocorticoids are widely used therapeutic agents for treating several chronic inflammatory and immune diseases, due to their anti-inflammatory and immunosuppressive effects. Their use is burdened by well-known side effects in dose- and duration of use-dependent manner. Physicians need to be aware of the mechanism of action of glucocorticoids, their side effects, particularly infectious side effects, and the significance of cumulative dose and duration of glucocorticoid treatment. Additionally, physicians shoultdleveld have knowledge of each patient and their comorbidities. They could use appropriate tools for assessing glucocorticoid-related toxicity and morbidity, particularly in the context of chronic glucocorticoid administration. This comprehensive understanding is crucial for ensuring the proper and safe use of these drugs, particularly in terms of minimizing infectious risks. The aim of this review is to focus on available data concerning the infectious risk associated to glucocorticoid treatment in rheumatic diseases, highlighting the role of the correct drug management in clinical practice and the role of the disease itself in the occurrence of this worthy side effect. We conducted a review of randomized controlled trials and observational studies about glucocorticoid use in autoimmune/rheumatic diseases, analyzing the infectious risk during glucocorticoid therapy, and its relationship with the used dose and duration of treatment.
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Affiliation(s)
- Valeria Rella
- Rheumatology Unit, Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Cinzia Rotondo
- Rheumatology Unit, Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Raffaele Barile
- Rheumatology Unit, Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Francesca Erroi
- Rheumatology Unit, Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | | | - Addolorata Corrado
- Rheumatology Unit, Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
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Ugarte-Gil MF, Gamboa-Cárdenas RV, Reátegui-Sokolova C, Pimentel-Quiroz VR, Elera-Fitzcarrald C, Pastor-Asurza C, Rodriguez-Bellido Z, Perich-Campos R, Alarcón GS. The Lupus Foundation of America-Rapid Evaluation of Activity in Lupus Clinician-Reported Outcome Predicts Damage in Patients With Systemic Lupus Erythematosus. Data From the Almenara Lupus Cohort. J Clin Rheumatol 2024; 30:e129-e132. [PMID: 38880959 DOI: 10.1097/rhu.0000000000002102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/18/2024]
Abstract
OBJECTIVE To evaluate the predictive value of the LFA-REAL ClinRO (Lupus Foundation of America Rapid Evaluation of Activity in Lupus clinician-reported outcome) on damage accrual in systemic lupus erythematosus patients. METHODS Data from a prevalent lupus cohort were used. The LFA-REAL ClinRO includes 9 domains: mucocutaneous (global and 3 subdomains), musculoskeletal (global and 2 subdomains), cardiorespiratory, neuropsychiatric, renal, hematological, constitutional, vasculitis, and other (it allows for other or rare manifestations). For each domain, a 0- to 100-mm visual analog scale is used, and global domains are included except for the mucocutaneous and musculoskeletal domains where the subdomains are included; it allows for 3 manifestations under "other," so the score ranges from 0 to 1400 (sum of 14 in the visual analog scale). Damage was assessed with the Systemic Lupus International Collaborating Clinics/American College of Rheumatology damage index. Generalized estimating equations were performed, being the outcome the increase in the Systemic Lupus International Collaborating Clinics/American College of Rheumatology damage index; confounders from the previous visit were included; adjusted multivariable models were done. Incidence rate ratios per 10-unit increase in the LFA-REAL ClinRO were reported. Similar models were performed to evaluate the impact of the SLEDAI-2K (SLE Disease Activity Index) and physician global assessment on damage to determine which measure would better predict damage accrual. RESULTS Three-hundred thirty-one patients and 1425 visits were included, 1.9 (SD 1.2) years of follow-up. Disease duration at baseline was 10.7 (7.4) years. The mean LFA-REAL ClinRO was 18.2 (SD 30.7). During the follow-up visits, 63 (17.9%) patients accrued damage once; 4 (1.1%) accrued damage twice. The LFA-REAL ClinRO was predictive of damage accrual even after adjustment for possible confounders (incidence rate ratio 1.10 (95% confidence interval 1.04-1.16; p < 0.001). Similar results were obtained using the SLEDAI-2K and the physician global assessment. CONCLUSION The LFA-REAL ClinRO is predictive of damage accrual, even after adjusting for possible confounders.
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Golder V, Kandane-Rathnayake R, Louthrenoo W, Chen YH, Cho J, Lateef A, Hamijoyo L, Luo SF, Wu YJJ, Navarra SV, Zamora L, Li Z, Sockalingam S, Katsumata Y, Harigai M, Hao Y, Zhang Z, Basnayake BMDB, Chan M, Kikuchi J, Takeuchi T, Bae SC, Oon S, O'Neill S, Goldblatt F, Ng KPL, Law A, Tugnet N, Kumar S, Tee C, Tee M, Ohkubo N, Tanaka Y, Lau CS, Nikpour M, Hoi A, Morand EF. Comparison of Attainment and Protective Effects of Lupus Low Disease Activity State in Patients With Newly Diagnosed Versus Established Systemic Lupus Erythematosus. J Rheumatol 2024; 51:790-797. [PMID: 38490668 DOI: 10.3899/jrheum.2023-0900] [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] [Accepted: 02/23/2024] [Indexed: 03/17/2024]
Abstract
OBJECTIVE To assess whether Lupus Low Disease Activity State (LLDAS) attainment is associated with favorable outcomes in patients with recent onset systemic lupus erythematosus (SLE). METHODS Data from a 13-country longitudinal SLE cohort were collected prospectively between 2013 and 2020. An inception cohort was defined based on disease duration < 1 year at enrollment. Patient characteristics between inception and noninception cohorts were compared. Survival analyses were performed to examine the association between LLDAS attainment and damage accrual and flare. RESULTS Of the total 4106 patients, 680 (16.6%) were recruited within 1 year of SLE diagnosis (inception cohort). Compared to the noninception cohort, inception cohort patients were significantly younger, had higher disease activity, and used more glucocorticoids, but had less organ damage at enrollment. Significantly fewer inception cohort patients were in LLDAS at enrollment than the noninception cohort (29.6% vs 52.3%, P < 0.001), but three-quarters of both groups achieved LLDAS at least once during follow-up. Limiting analysis only to patients not in LLDAS at enrollment, inception cohort patients were 60% more likely to attain LLDAS (hazard ratio 1.37, 95% CI 1.16-1.61, P < 0.001) than noninception cohort patients and attained LLDAS significantly faster. LLDAS attainment was significantly protective against flare in both the inception and noninception cohorts. A total of 88 (13.6%) inception cohort patients accrued organ damage during a median 2.2 years of follow-up. CONCLUSION LLDAS attainment is protective from flare in recent onset SLE. Significant protection from damage accrual was not observed because of low rates of damage accrual in the first years after SLE diagnosis. (ClinicalTrials.gov: NCT03138941).
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Affiliation(s)
- Vera Golder
- V. Golder, MBBS, PhD, R. Kandane-Rathnayake, PhD, A. Hoi, MBBS, PhD, E.F. Morand, MBBS, PhD, Monash University, Melbourne, Australia;
| | - Rangi Kandane-Rathnayake
- V. Golder, MBBS, PhD, R. Kandane-Rathnayake, PhD, A. Hoi, MBBS, PhD, E.F. Morand, MBBS, PhD, Monash University, Melbourne, Australia
| | - Worawit Louthrenoo
- W. Louthrenoo, MD, Faculty of Medicine, Chiang Mai University, Chang Mai, Thailand
| | - Yi-Hsing Chen
- Y.H. Chen, MD, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Jiacai Cho
- J. Cho, MBBS, A. Lateef, MBBS, National University Hospital, Singapore
| | - Aisha Lateef
- J. Cho, MBBS, A. Lateef, MBBS, National University Hospital, Singapore
| | | | - Shue-Fen Luo
- S.F. Luo, MD, Y.J.J. Wu, MD, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Yeong-Jian J Wu
- S.F. Luo, MD, Y.J.J. Wu, MD, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Sandra V Navarra
- S.V. Navarra, MD, L. Zamora, MD, University of Santo Tomas Hospital, Manila, Philippines
| | - Leonid Zamora
- S.V. Navarra, MD, L. Zamora, MD, University of Santo Tomas Hospital, Manila, Philippines
| | - Zhanguo Li
- Z. Li, MD, People's Hospital Peking University Health Sciences Centre, Beijing, China
| | | | - Yasuhiro Katsumata
- Y. Katsumata, MD, M. Harigai, MD, Tokyo Women's Medical University, Tokyo, Japan
| | - Masayoshi Harigai
- Y. Katsumata, MD, M. Harigai, MD, Tokyo Women's Medical University, Tokyo, Japan
| | - Yanjie Hao
- Y. Hao, MD, Z. Zhang, MD, Peking University First Hospital, Beijing, China
| | - Zhuoli Zhang
- Y. Hao, MD, Z. Zhang, MD, Peking University First Hospital, Beijing, China
| | | | | | - Jun Kikuchi
- J. Kikuchi, MD, Keio University, Tokyo, Japan
| | - Tsutomu Takeuchi
- T. Takeuchi, MD, Keio University, Tokyo, and Saitama Medical University, Saitama, Japan
| | - Sang-Cheol Bae
- S.C. Bae, MD, Hanyang University Hospital for Rheumatic Diseases, Hanyang University Institute for Rheumatology Research, and Hanyang University Institute of Bioscience and Biotechnology, Seoul, South Korea
| | - Shereen Oon
- S. Oon, MBBS, PhD, Department of Medicine, University of Melbourne at St Vincent's Hospital, Fitzroy, Australia
| | - Sean O'Neill
- S. O'Neill, BMed, PhD, University of New South Wales and Ingham Institute of Applied Medical Research, Liverpool, Australia
| | - Fiona Goldblatt
- F. Goldblatt, MBBS, PhD, Royal Adelaide Hospital and Flinders Medical Centre, Bedford Park, Australia
| | | | - Annie Law
- A. Law, MBBS, Singapore General Hospital, Singapore
| | - Nicola Tugnet
- N. Tugnet, MBCHB, Auckland District Health Board, Auckland, New Zealand
| | - Sunil Kumar
- S. Kumar, MBBS, Middlemore Hospital, Auckland, New Zealand
| | - Cherica Tee
- C. Tee, MD, M. Tee, MD, University of the Philippines, Quezon City, Philippines
| | - Michael Tee
- C. Tee, MD, M. Tee, MD, University of the Philippines, Quezon City, Philippines
| | - Naoaki Ohkubo
- N. Ohkubo, MD, Y. Tanaka, MD, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Yoshiya Tanaka
- N. Ohkubo, MD, Y. Tanaka, MD, University of Occupational and Environmental Health, Kitakyushu, Japan
| | | | - Mandana Nikpour
- M. Nikpour, MBBS, PhD, University of Melbourne at St Vincent's Hospital, Fitzroy, Australia
| | - Alberta Hoi
- V. Golder, MBBS, PhD, R. Kandane-Rathnayake, PhD, A. Hoi, MBBS, PhD, E.F. Morand, MBBS, PhD, Monash University, Melbourne, Australia
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Bergkamp SC, Kanagasabapathy T, Gruppen MP, Kuijpers TW, Rashid ANS, van den Berg JM, Schonenberg-Meinema D. First validation of the childhood lupus low disease activity state (cLLDAS) definition in a real-life longitudinal cSLE cohort. Clin Immunol 2024; 262:110172. [PMID: 38490344 DOI: 10.1016/j.clim.2024.110172] [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: 11/01/2023] [Revised: 12/18/2023] [Accepted: 02/20/2024] [Indexed: 03/17/2024]
Abstract
OBJECTIVES To validate the childhood lupus low disease activity state (cLLDAS) definition in cSLE by describing differences in time to reach first adult LLDAS (aLLDAS) versus cLLDAS. Secondly, to analyse positive and negative predictors for maintaining cLLDAS for at least 50% of follow-up time (cLLDAS-50) and for the occurrence of damage. METHODS Prospective longitudinal data from a cSLE cohort were analysed. Used definitions were: aLLDAS according to Franklyn, cLLDAS by cSLE treat-to-target (T2T) Task Force, disease activity score by SLEDAI -2 K and damage by SLICC damage index. RESULTS Fifty cSLE patients were studied, with a median follow-up of 3.1 years. Each patient reached aLLDAS and cLLDAS at least once. Mean time to reach first aLLDAS/cLLDAS was 8.2/9.0 months, respectively. For 22/42 patients the mean steroid-dose related delay to reach first cLLDAS was 6.2 months. 58% of patients were able to maintain cLLDAS-50. Time to first cLLDAS (OR 0.8, p = 0.013) and higher number of flares (OR 0.374, p = 0.03) were negative predictors to maintain cLLDAS-50. Damage occurred in 34% of patients (23.5% steroid-related), in 64.7% within one year after diagnosis. African/Afro-Caribbean ethnicity, neuropsychiatric involvement and ever use of a biologic were significant predictors for damage. CONCLUSION Time to reach cLLDAS in cSLE differs from time to (a)LLDAS, which validates the new cLLDAS definition. Attaining cLLDAS-50 was difficult in real-life. This cohort shows the high risk for early damage in cSLE. T2T with earlier focus on steroid-tapering and starting steroid-sparing drugs seems important to prevent (steroid-related) damage in cSLE.
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Affiliation(s)
- Sandy C Bergkamp
- Department of Paediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Centres (AUMC), University of Amsterdam, Amsterdam, the Netherlands.
| | - Thipa Kanagasabapathy
- Department of Paediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Centres (AUMC), University of Amsterdam, Amsterdam, the Netherlands
| | - Mariken P Gruppen
- Department of Paediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Centres (AUMC), University of Amsterdam, Amsterdam, the Netherlands
| | - Taco W Kuijpers
- Department of Paediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Centres (AUMC), University of Amsterdam, Amsterdam, the Netherlands
| | - Amara Nassar-Sheikh Rashid
- Department of Paediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Centres (AUMC), University of Amsterdam, Amsterdam, the Netherlands; Department of Paediatrics, Zaans Medisch Centrum, Zaandam, the Netherlands
| | - J Merlijn van den Berg
- Department of Paediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Centres (AUMC), University of Amsterdam, Amsterdam, the Netherlands
| | - Dieneke Schonenberg-Meinema
- Department of Paediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Centres (AUMC), University of Amsterdam, Amsterdam, the Netherlands
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Alansari A, Hannawi S, Aldhaheri A, Zamani N, Elsisi GH, Aldalal S, Naeem WA, Farghaly M. The economic burden of systemic lupus erythematosus in United Arab Emirates. J Med Econ 2024; 27:35-45. [PMID: 38468482 DOI: 10.1080/13696998.2024.2318996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 02/12/2024] [Indexed: 03/13/2024]
Abstract
AIMS Our study aims to provide an enhanced comprehension of systemic lupus erythematosus (SLE) burden in United Arab Emirates (UAE), over a five-year period from payer and societal perspective. MATERIALS AND METHODS A Markov model was established to simulate the economic consequences of SLE among UAE population. It included four health states: i) the three phenotypes of SLE, representing mild, moderate, and severe states, and ii) death. Clinical parameters were retrieved from previous literature and validated using the Delphi panel-the most common clinical practice within the Emirati healthcare system. We calculated the disease management, transient events, and indirect costs by macro costing. One-way sensitivity analysis was conducted. RESULTS The estimated number of SLE patients in our study was 13,359. The number of SLE patients with mild, moderate, and severe phenotypes was 3,914, 8,109, and 1,336, respectively. Disease management costs, including treatment of each phenotype and disease follow-up, were AED 2 billion ($0.89 billion), whereas the costs of transient events (infections, flares, and consequences of SLE-related organ damage) were AED 1 billion ($0.44 billion). The productivity loss costs among adult-employed patients with SLE in the UAE were estimated at AED 7 billion ($3.1 billion). The total SLE cost over five years from payer and societal perspectives is estimated at AED 3 ($1.3 billion) and 10 billion ($4.4 billion), respectively. Additionally, the costs per patient per year from the payer and societal perspectives were AED 45,960 ($20,610) and AED 148,468 ($66,578), respectively. CONCLUSION Our findings demonstrate that the burden of SLE in the UAE is enormous, mainly because of the costly complications and productivity loss. More awareness should be created to limit the progression of SLE and reduce the occurrence of flares, necessitating further economic evaluations of novel treatments that could help reduce the economic consequences of SLE in the UAE.
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Affiliation(s)
- Atheer Alansari
- Department of Rheumatology, Mediclinic Airport, Abu Dhabi, Emirates
| | - Suad Hannawi
- Department of Rheumatology, Al Kuwait Hospital, MOHAP, Dubai, Emirates
| | - Afra Aldhaheri
- Department of Rheumatology, Tawam Hospital, Al Ain, Emirates
| | - Noura Zamani
- Department of Rheumatology, Dubai Hospital, DAHC, Dubai, Emirates
| | | | - Sara Aldalal
- Department of Health Economics, Dubai Health Authority, Dubai, Emirates
- Emirates Health Economic Society, Dubai, Emirates
| | - Waiel Al Naeem
- Department of Health Insurance, SEHA, Abu Dhabi, Emirates
| | - Mohamed Farghaly
- Department of Health Economics, Dubai Health Authority, Dubai, Emirates
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Elsisi GH, Joe AY, Zain MM, Yusoof HM, Teh CL, Mohd AB, Khor XT, Isa LBM. Economic burden of systemic lupus erythematosus in Malaysia. J Med Econ 2024; 27:46-55. [PMID: 38468479 DOI: 10.1080/13696998.2024.2316537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 02/06/2024] [Indexed: 03/13/2024]
Abstract
INTRODUCTION Our cost-of-illness (COI) model adopted the perspective of both payer and society over a time horizon of 5 years to measure the economic burden of systemic lupus erythematosus (SLE) in Malaysia. METHODOLOGY Our COI model utilized a prevalence-based model to estimate the costs and economic consequences of SLE in Malaysia. The clinical parameters were obtained from published literature and validated using the Delphi panel. Direct and indirect medical costs were measured, including disease management, transient events, and indirect costs. One-way sensitivity analysis was also performed. RESULTS The number of target Malaysian patients with SLE in the COI model was 18,121. At diagnosis, the numbers of SLE patients with mild, moderate, and severe phenotypes were 2,582, 13,897, and 1,642, respectively. The total SLE cost in Malaysia over 5 years from both payer and society perspectives was estimated at MYR 678 million and 2 billion, respectively. The results showed a considerable cost burden due to productivity losses resulting from SLE-related morbidity and mortality. Over a 5-year time horizon, the costs per patient per year from the payer and society perspectives were MYR 7,484 ($4766) and 24,281($15,465), respectively. CONCLUSION Our study demonstrated the substantial economic burden of SLE in Malaysia over a time horizon of 5 years. It affects adults of working age, in addition to the costs of SLE management and its consequences, such as flares, infection, and organ damage. Our COI model indicated that disease management costs among patients with higher disease severity were higher than those among patients with a mild phenotype. Hence, more attetion should be paid to limiting the progression of SLE and the occurrence of flares, with the need for further economic evaluation of novel treatments that could lead to better outcomes.
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Affiliation(s)
- Gihan Hamdy Elsisi
- HTA Office, LLC, Cairo, Egypt
- Health Economics, Faculty of Economics, American University in Cairo, Cairo, Egypt
| | - Ang Yu Joe
- Selayang Hospital, Lebuhraya Selayang - Kepong, Selangor, Malaysia
| | | | | | - Cheng Lay Teh
- Hospital Umum Sarawak, Jalan Hospital, Sarawak, Malaysia
| | - Asmah Binti Mohd
- Tuanku Ja'afar Hospital, Jalan Rasah, Bukit Rasah, Negeri Sembilan, Malaysia
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Sobhy N, Ezzat Y, Gamal SM, Ghoniem SA, Nasr SS, Badran S, Soliman A, Fouad NA. Cumulative pulse methylprednisolone and its relation to disease activity, damage and mortality in systemic lupus erythematosus patients: A post hoc analysis of COMOSLE-EGYPT study. Clin Rheumatol 2024; 43:985-992. [PMID: 38198114 PMCID: PMC10876750 DOI: 10.1007/s10067-023-06858-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 12/15/2023] [Accepted: 12/21/2023] [Indexed: 01/11/2024]
Abstract
OBJECTIVE To investigate the relation between cumulative intravenous methylprednisolone dose and disease activity, damage, and mortality among a group of Egyptian SLE patients. PATIENTS AND METHODS This is a post hoc analysis of a retrospective multicenter COMOSLE study. Cumulative pulse methylprednisolone dose was abstracted from COMOSLE database. Patients with cumulative pulse dose of ≤ 3.0 g (median dose) were compared to those with cumulative dose of > 3.0 g regarding demographic data, Systemic Lupus Erythematosus Disease Activity Index (SLEDAI) and The Systemic Lupus International Collaborating Clinics/ACR Damage Index (SLICC) score as well as treatment received. Additionally, at 1.5, 3, 6, and 9 g of cumulative methylprednisolone, patients were compared regarding SLICC score and risk of mortality. RESULTS Patients who received > 3 g of methylprednisolone were statistically significantly younger at disease onset, had longer disease duration, higher SLEDAI score at last visit, and higher SLICC score (p = 003, p = 0.002, p = 0.004 and p = < 0.001, respectively). Additionally, with every gram increase in the cumulative methylprednisolone, there was a significant increase in SLICC score by 0.169 (B = 0.169, CI = 0.122-0.216, p-value = < 0.001) and an increased risk of mortality by 13.5% (hazard ratio (HR) = 1.135, CI = 1.091-1.180, p-value = 0.001). The best cutoff value of methylprednisolone dose at which damage may occur, ranged between 2.75 (with sensitivity of 81.4% and specificity of 33.9%) and 3.25 g (with sensitivity of 48.3% and specificity of 71.5%). CONCLUSION With every gram increase in the cumulative methylprednisolone, there may be increase in damage and mortality, especially in doses exceeding the range of 2.75-3.25 g. Key Points • Treatment of systemic lupus erythematosus should be with the least possible dose of steroids to decrease the risk of damage and mortality. • With every gram increase in the cumulative intravenous methylprednisolone there may be increase in damage and mortality.
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Affiliation(s)
- Nesreen Sobhy
- Rheumatology Department, Cairo University, Cairo, Egypt.
| | - Yasser Ezzat
- Rheumatology Department, Fayoum University, Fayoum, Egypt
| | | | | | - Sarah S Nasr
- Department of Cancer Epidemiology and Biostatistics, National Cancer Institute, Cairo University, Cairo, Egypt
| | | | - Ahmed Soliman
- Department of Dermatology and Venereology, National Research Center Egypt, Cairo, Egypt
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Lei R, Arain H, Wang D, Arunachalam J, Saxena R, Mohan C. Duplex Vertical-Flow Rapid Tests for Point-of-Care Detection of Anti-dsDNA and Anti-Nuclear Autoantibodies. BIOSENSORS 2024; 14:98. [PMID: 38392017 PMCID: PMC10887294 DOI: 10.3390/bios14020098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 02/08/2024] [Accepted: 02/09/2024] [Indexed: 02/24/2024]
Abstract
The goal of this study is to develop a rapid diagnostic test for rheumatic disease and systemic lupus erythematosus (SLE) screening. A novel rapid vertical flow assay (VFA) was engineered and used to assay anti-nuclear (ANA) and anti-dsDNA (αDNA) autoantibodies from systemic lupus erythematosus (SLE) patients and healthy controls (HCs). Observer scores and absolute signal intensities from the VFA were validated via ELISA. The rapid point-of-care VFA test that was engineered demonstrated a limit of detection of 0.5 IU/mL for ANA and αDNA autoantibodies in human plasma with an inter-operator CV of 19% for ANA and 12% for αDNA. Storage stability was verified over a three-month period. When testing anti-dsDNA and ANA levels in SLE and HC serum samples, the duplex VFA revealed 95% sensitivity, 72% specificity and an 84% ROC AUC value in discriminating disease groups, comparable to the gold standard, ELISA. The rapid αDNA/ANA duplex VFA can potentially be used in primary care clinics for evaluating patients or at-risk subjects for rheumatic diseases and for planning follow-up testing. Given its low cost, ease, and rapid turnaround, it can also be used to assess SLE prevalence estimates.
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Affiliation(s)
- Rongwei Lei
- Department Biomedical Engineering, University of Houston, Houston, TX 77204, USA; (R.L.); (H.A.); (J.A.)
| | - Hufsa Arain
- Department Biomedical Engineering, University of Houston, Houston, TX 77204, USA; (R.L.); (H.A.); (J.A.)
| | - David Wang
- John Sealy School of Medicine, UT Medical Branch, Galveston, TX 77555, USA;
| | - Janani Arunachalam
- Department Biomedical Engineering, University of Houston, Houston, TX 77204, USA; (R.L.); (H.A.); (J.A.)
| | - Ramesh Saxena
- UT Southwestern Medical Center, Dallas, TX 75390, USA;
| | - Chandra Mohan
- Department Biomedical Engineering, University of Houston, Houston, TX 77204, USA; (R.L.); (H.A.); (J.A.)
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10
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Kwon OC, Park MC. Patients with systemic lupus erythematosus who are underweight have distinct disease characteristics. Lupus 2024; 33:68-74. [PMID: 38050807 DOI: 10.1177/09612033231220726] [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: 12/06/2023]
Abstract
OBJECTIVE This study aimed to detail the disease characteristics of systemic lupus erythematosus (SLE) in individuals who are underweight and assess whether underweight status is associated with SLE disease activity. METHODS This was a retrospective cohort study involving 218 patients newly diagnosed with SLE. Patients were categorized as underweight (body mass index [BMI] <18.5 kg/m2) or not underweight (BMI ≥18.5 kg/m2). We reviewed disease characteristics including the SLE Disease Activity Index 2000 (SLEDAI-2K) at diagnosis. High disease activity was defined as SLEDAI-2K ≥10. Disease characteristics were compared between those who were underweight and not underweight. We used multivariable logistic regression analysis to determine whether underweight status is associated with high disease activity. RESULTS Out of the 218 patients, 35 (16.1%) were underweight and 183 (83.9%) were not. Underweight patients had less renal involvement (5.7% vs 20.2%, p = .040), lower C-reactive protein levels (1.0 [0.3-2.3] mg/L vs 1.2 [0.8-5.0] mg/L, p = .028), and lower SLEDAI-2K scores (6.7 ± 4.6 vs 9.1 ± 5.7, p = .009), and were less likely to be at high disease activity status (22.9% vs 42.6%, p = .028), compared with those who were not underweight. Following adjustment for multiple covariates, being underweight was inversely associated with high disease activity status (adjusted odds ratio = 0.38, 95% confidence interval = 0.16 to 0.92, p = .031). CONCLUSION Patients with SLE who were underweight showed less renal involvement and lower SLEDAI-2K scores compared with those who were not underweight. Moreover, those with SLE who were underweight had a 60% lower risk of exhibiting high disease activity.
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Affiliation(s)
- Oh Chan Kwon
- Division of Rheumatology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Min-Chan Park
- Division of Rheumatology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
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11
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Gamal S, Rady H, Sobhy N, Siam I, Soliman A, Elgengehy F. Mortality in a cohort of Egyptian systemic lupus erythematosus patients: A comparison with African, Arabic, and Mediterranean studies. Arch Rheumatol 2023; 38:468-476. [PMID: 38046246 PMCID: PMC10689014 DOI: 10.46497/archrheumatol.2023.9860] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 11/03/2022] [Indexed: 12/05/2023] Open
Abstract
Objectives The study aimed to examine the frequency, causes, and predictors of mortality in a cohort of Egyptian systemic lupus erythematosus (SLE) patients and compare mortality causes and the survival rate in our cohort to African, Arabic, and Mediterranean studies. Patients and methods In this retrospective study, a review of medical records of 563 SLE patients (516 females, 47 males; median of age: 32 [IQR: 26-38 years]; range, 14 to 63 years) fulfilling the 1997 American College of Rheumatology (ACR) criteria between January 2015 and December 2019 was done. The data extracted included demographic, clinical, and laboratory features, treatments used, disease activity as measured by Systemic Lupus Erythematosus Disease Activity Index (SLEDAI), and damage index as measured by Systemic Lupus International Collaborating Clinics (SLICC) damage index. Causes of mortality were also reported. Results Out of 563 reviewed medical records, 50 (8.9%) patients died. Infection (28%) and organ damage (18%) were the most commonly reported causes of death. Multivariate Cox regression analysis showed that patients with cardiac manifestations, renal failure, those receiving higher doses of either oral (in their last visit) or intravenous (higher cumulative pulse steroids) steroids were at increased risk of mortality (p=0.011, p<0.001, p=0.01, and p<0.001, respectively; 95% confidence intervals 7.2, 63.9, 1.2, and 1.09, respectively). The overall survival at 5, 10, 15, and 20 years was 96.6%, 93.3%, 91.0%, and 83.2%, respectively, and 56.2% at 25 years until the end of the follow-up. Conclusion Cardiac manifestations, renal failure, and higher steroid doses were independent predictors of mortality in our cohort. As in most African countries, infection was the main cause of death in our study; however, the mortality rate and the five-year survival among our cohort were better than in African (sub-Saharan) countries and similar to Arabic and Mediterranean countries.
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Affiliation(s)
- Sherif Gamal
- Department of Rheumatology, Cairo University Faculty of Medicine, Cairo, Egypt
| | - Hanaa Rady
- Department of Rheumatology, Cairo University Faculty of Medicine, Cairo, Egypt
| | - Nesreen Sobhy
- Department of Rheumatology, Cairo University Faculty of Medicine, Cairo, Egypt
| | - Ibrahem Siam
- Department of Internal Medicine, National Research Center Egypt, Cairo, Egypt
| | - Ahmed Soliman
- Department of Dermatology and Venereology, National Research Center Egypt, Cairo, Egypt
| | - Fatema Elgengehy
- Department of Rheumatology, Cairo University Faculty of Medicine, Cairo, Egypt
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12
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Fatemi A, Keivani-Boroujeni E, Smiley A. Predictors of severe lupus flare: a prospective follow-up study. BMC Rheumatol 2023; 7:10. [PMID: 37221627 DOI: 10.1186/s41927-023-00333-y] [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: 10/13/2022] [Accepted: 04/28/2023] [Indexed: 05/25/2023] Open
Abstract
BACKGROUND Flare-up of systemic lupus erythematosus (SLE) is a common characteristic that could have deleterious effects on patients' outcome and survival. The aim of this study was to identify the predictors of severe lupus flare. METHODS 120 patients with SLE were enrolled and followed-up for 23 months. Demographic, clinical manifestations, laboratory parameters and disease activity were recorded at each visit. In addition, presence of severe lupus flare at each visit was evaluated by using the Safety of Estrogens in Lupus Erythematosus National Assessment (SELENA)-SLE disease activity index (SLEDAI) flare composite index. Predictors of severe lupus flare were obtained by backward logistic regression analyses. Predictors of SLEDAI were obtained by backward linear regression analyses. RESULTS During the follow-up period, 47 patients had at least one episode of severe lupus flare. Mean (SD) age of patients with severe flare versus no flare was 31.7 (7.89) and 38.3 (8.24) years, respectively (P = 0.001). Ten (62.5%) out of 16 males and 37 (35.5%) out of 104 females had severe flare (P = 0.04). History of lupus nephritis (LN) was recorded in 76.5% and 44% of patients with severe flare and no severe flare, respectively (P = 0.001). Thirty-five (29.2%) patients with high anti-double-stranded DNA (anti-ds-DNA antibody) and 12 (10%) with negative anti-ds-DNA antibody had severe lupus flare (P = 0.02). By multivariable logistic regression analysis, younger age (OR = 0.87, 95% CI 0.80-0.94, P = 0.0001), history of LN (OR = 4.66, 95% CI 1.55-14.002, P = 0.006) and high SLEDAI at the first visit (OR = 1.19, 95% CI 1.026-1.38) were the main predictors of flare. When severe lupus flare after the first visit was used as the outcome variable, similar findings were observed but, SLEDAI, although left among the final predictors in the model, was not significant. SLEDAIs in future visits were mainly predicted by Anti-ds-DNA antibody, 24-h urine protein and arthritis at the first visit. CONCLUSION SLE patients with younger age, history of previous LN or high baseline SLEDAI, may need closer monitoring and follow up.
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Affiliation(s)
- Alimohammad Fatemi
- Rheumatology Section, Department of Internal Medicine, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.
| | - Elaheh Keivani-Boroujeni
- Department of Internal Medicine, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Abbas Smiley
- Westchester Medical Center, Department of Surgery, New York Medical College, 100 Woods, Valhalla, NY, 10595, USA
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13
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Munroe ME, Blankenship D, DeFreese D, Purushothaman M, DeJager W, Macwana S, Guthridge JM, Kamp S, Redinger N, Aberle T, Chakravarty EF, Arriens C, Li Y, Zeng H, McCarthy-Fruin KA, Osei-Onomahm SA, Thanarajasingam U, James JA, Jupe E. A Flare Risk Index Informed by Select Immune Mediators in Systemic Lupus Erythematosus. Arthritis Rheumatol 2023; 75:723-735. [PMID: 36245261 PMCID: PMC10106527 DOI: 10.1002/art.42389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 09/09/2022] [Accepted: 10/06/2022] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Systemic lupus erythematosus (SLE) is marked by immune dysregulation linked to varied clinical disease activity. Using a unique longitudinal cohort of SLE patients, this study sought to identify optimal immune mediators informing an empirically refined flare risk index (FRI) reflecting altered immunity prior to clinical disease flare. METHODS Thirty-seven SLE-associated plasma mediators were evaluated by microfluidic immunoassay in 46 samples obtained in SLE patients with an imminent clinical disease flare (preflare) and 53 samples obtained in SLE patients without a flare over a corresponding period (pre-nonflare). SLE patients were selected from a unique longitudinal cohort of 106 patients with classified SLE (meeting the American College of Rheumatology 1997 revised criteria for SLE or the Systemic Lupus International Collaborating Clinics 2012 revised criteria for SLE). Autoantibody specificities, hybrid SLE Disease Activity Index (hSLEDAI) scores, clinical features, and medication usage were also compared at preflare (mean ± SD 111 ± 47 days prior to flare) versus pre-nonflare (99 ± 21 days prior to nonflare) time points. Variable importance was determined by random forest analysis with logistic regression subsequently applied to determine the optimal number and type of analytes informing a refined FRI. RESULTS Preflare versus pre-nonflare differences were not associated with demographics, autoantibody specificities, hSLEDAI scores, clinical features, nor medication usage. Forward selection and backward elimination of mediators ranked by variable importance resulted in 17 plasma mediator candidates differentiating preflare from pre-nonflare visits. A final combination of 11 mediators best informed a newly refined FRI, which achieved a maximum sensitivity of 97% and maximum specificity of 98% after applying decision curve analysis to define low, medium, and high FRI scores. CONCLUSION We verified altered immune mediators associated with imminent disease flare, and a subset of these mediators improved the FRI to identify SLE patients at risk of imminent flare. This molecularly informed, proactive management approach could be critical in prospective clinical trials and the clinical management of lupus.
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Affiliation(s)
- Melissa E. Munroe
- Progentec Diagnostics, Inc., Oklahoma City, Oklahoma, USA
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | | | | | | | - Wade DeJager
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Susan Macwana
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Joel M. Guthridge
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
- Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Stan Kamp
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Nancy Redinger
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Teresa Aberle
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Eliza F. Chakravarty
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Cristina Arriens
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Yanfeng Li
- Department of Medicine, Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Hu Zeng
- Department of Medicine, Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | - Uma Thanarajasingam
- Department of Medicine, Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Judith A. James
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
- Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
- Departments of Pathology and Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Eldon Jupe
- Progentec Diagnostics, Inc., Oklahoma City, Oklahoma, USA
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14
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Bell CF, Huang SP, Yu LH, DerSarkissian M, Germain G, Concoff AL, Averell CM, Rubin B, Gu YM, Duh MS, Wallace DJ. A 5-Year Retrospective, Observational Study Assessing Rheumatoid Arthritis Disease Outcome Measures to Characterize Systemic Lupus Erythematosus Burden in the USA. Rheumatol Ther 2023; 10:261-274. [PMID: 36471198 PMCID: PMC9931978 DOI: 10.1007/s40744-022-00509-x] [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: 07/28/2022] [Accepted: 11/03/2022] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION We evaluated the use of rheumatoid arthritis (RA) disease measures in patients with systemic lupus erythematosus (SLE) in a US community-based rheumatology physician network over 5 years. METHODS This retrospective, observational cohort study (GSK Study 213818) of patients with SLE utilized electronic medical records (01 January 2010-31 December 2019) from the United Rheumatology Normalized Integrated Community Evidence database. The index was the date of first SLE diagnosis recorded in the database; the observation period was 5 years post-index. RA disease measures evaluated were: Pain Index, Multi-Dimensional Health Assessment Questionnaire (MD-HAQ), Patient Global Assessment (PtGA), Physician Global Assessment (PGA), Swollen Joint Count (SJC), Tender Joint Count (TJC), Routine Assessment of Patient Index Data 3 (RAPID3), Clinical Disease Activity Index (CDAI), Simplified Disease Activity Index (SDAI), and Disease Activity Score 28 (DAS-28). The number of patients with measures utilized, the score on each measure, and proportion of patients per disease activity category were assessed. RESULTS Overall, 5990 patients with SLE were included. The most frequently used measures were Pain Index, SJC, TJC, MD-HAQ, PtGA, RAPID3, and PGA (cumulative use over Years 1-5: 23.9-71.3%). For all measures, frequency of use was lowest in Year 1, followed by a general increase from Year 1 to Year 5. Scores remained relatively stable for most measures, and the proportion of patients in remission or with low/moderate disease activity per RAPID3 increased. CONCLUSION RA disease measure utilization in SLE was generally infrequent but increased over time. Pain Index and MD-HAQ were the most commonly applied cumulatively across 5 years of follow-up. The rationale for the increased use of these measures in SLE over time requires further exploration. In the absence of a clinically applicable SLE-specific measure, the use of RA measures, for example in conjunction with SLE measures, may provide an alternative approach for measuring disease activity, representing an opportunity to improve patient outcomes.
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Affiliation(s)
- Christopher F Bell
- GSK, US Value, Evidence and Outcomes, 410 Blackwell Street, Durham, NC, 27701, USA.
| | - Shirley P Huang
- GSK, US Value, Evidence and Outcomes, 410 Blackwell Street, Durham, NC, 27701, USA
| | | | | | | | | | - Carlyne M Averell
- GSK, US Value, Evidence and Outcomes, 410 Blackwell Street, Durham, NC, 27701, USA
| | - Bernard Rubin
- GSK, US Value, Evidence and Outcomes, 410 Blackwell Street, Durham, NC, 27701, USA
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15
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Raghunath S, Guymer EK, Glikmann-Johnston Y, Golder V, Kandane Rathnayake R, Morand EF, Stout JC, Hoi A. Fibromyalgia, mood disorders, cognitive test results, cognitive symptoms and quality of life in systemic lupus erythematosus. Rheumatology (Oxford) 2022; 62:190-199. [PMID: 35383358 PMCID: PMC9788827 DOI: 10.1093/rheumatology/keac207] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 03/30/2022] [Accepted: 03/30/2022] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVES Cognitive dysfunction, and comorbidities such as mood disorder and fibromyalgia, are common in SLE. This study aims to explore the associations between fibromyalgia, mood disorders, cognitive symptoms and cognitive dysfunction in SLE patients, and their impact on quality of life. METHODS We tested cognition in SLE patients and healthy controls, and evaluated cognitive symptoms, mood disorder, fibromyalgia, fatigue and quality of life using patient-reported outcome measures. We examined associations of these comorbidities with both patient-reported cognitive symptoms and cognitive test performance. RESULTS High fibromyalgia symptom score and history of depression or anxiety were associated with cognitive dysfunction. There were no significant associations between current depression, anxiety symptoms or fatigue score and objective cognitive dysfunction. In contrast, mood disorder symptoms, history of mood disorder, fibromyalgia symptoms and fatigue all had significant associations with patient-reported cognitive symptoms. There were no significant associations between patient-reported cognitive symptoms and objective cognitive dysfunction. Objective cognitive dysfunction, patient-reported cognitive symptoms, history of mood disorder and fibromyalgia symptoms all had significant associations with poorer quality of life; fibromyalgia had the biggest impact. CONCLUSIONS Cognitive symptoms are common in SLE, but there were no associations between cognitive symptoms and objective cognitive dysfunction. Depression, anxiety and fibromyalgia were more consistently associated with patient-reported cognitive symptoms than with objective cognitive dysfunction. These factors all have a significant impact on quality of life. Understanding the discrepancy between patient-reported cognitive symptoms and cognitive test performance is essential to advance care in this area of unmet need.
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Affiliation(s)
- Sudha Raghunath
- Centre for Inflammatory Disease, School of Clinical Sciences, Monash University
- Rheumatology Department, Monash Health
| | - Emma K Guymer
- Centre for Inflammatory Disease, School of Clinical Sciences, Monash University
- Rheumatology Department, Monash Health
| | - Yifat Glikmann-Johnston
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Vera Golder
- Centre for Inflammatory Disease, School of Clinical Sciences, Monash University
- Rheumatology Department, Monash Health
| | | | - Eric F Morand
- Centre for Inflammatory Disease, School of Clinical Sciences, Monash University
- Rheumatology Department, Monash Health
| | - Julie C Stout
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Alberta Hoi
- Centre for Inflammatory Disease, School of Clinical Sciences, Monash University
- Rheumatology Department, Monash Health
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16
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Ko T, Koelmeyer R, Li N, Yap K, Yeo AL, Kent J, Pellicano R, Golder V, Kitching AR, Morand E, Hoi A. Predictors of infection requiring hospitalization in patients with systemic lupus erythematosus: a time-to-event analysis. Semin Arthritis Rheum 2022; 57:152099. [PMID: 36155969 DOI: 10.1016/j.semarthrit.2022.152099] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 09/11/2022] [Accepted: 09/12/2022] [Indexed: 11/29/2022]
Abstract
OBJECTIVES To evaluate the predictors of serious infection in patients with systemic lupus erythematosus (SLE). METHODS Serious infections were identified in SLE patients in a prospectively-followed single centre cohort. Associations of serious infection with disease-related variables and medication use were analysed using Cox and related regression models. RESULTS 346 patients were followed for a mean (SD) of 6.6 (3.7) years. 86 episodes of serious infection were observed, with an incidence rate of 3.8 episodes per 100 person-years. Patients who had serious infection had higher baseline SLE Damage Index (SDI) and Charlston Comorbidity Index (CCI); they were also more likely to have high disease activity status (HDAS), and higher disease activity in multiple clinical domains, higher flare rates, higher time-adjusted prednisolone dose exposure, and less time in lupus low disease activity state (LLDAS). Patients who have received cyclophosphamide, rituximab and mycophenolate were more likely to have experienced serious infection. After multivariable adjustment in Cox regression analysis, cyclophosphamide, higher SDI score, and higher disease activity were associated with an increased hazard of first serious infection. History of previous serious infection conferred the highest risk. Lymphopenia was also a modest but statistically significant predictor of serious infection. CONCLUSION History of previous serious infection was the strongest predictor of serious infection in our SLE cohort. This study also suggests that clinical factors such as damage accrual, disease activity, and choice of immunosuppressant, can each have an independent risk in predicting serious infection particularly the first episode.
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Affiliation(s)
- Tina Ko
- Department of Rheumatology, Monash Health, Clayton VIC 3168, Australia
| | - Rachel Koelmeyer
- Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Clayton VIC 3168, Australia
| | - Ning Li
- Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Clayton VIC 3168, Australia
| | - Kristy Yap
- Department of Rheumatology, Monash Health, Clayton VIC 3168, Australia
| | - Ai Li Yeo
- Department of Rheumatology, Monash Health, Clayton VIC 3168, Australia
| | - Joanna Kent
- Department of Nephrology, Monash Health, Clayton VIC 3168, Australia
| | - Rebecca Pellicano
- Department of Nephrology, Monash Health, Clayton VIC 3168, Australia
| | - Vera Golder
- Department of Rheumatology, Monash Health, Clayton VIC 3168, Australia; Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Clayton VIC 3168, Australia
| | - A Richard Kitching
- Department of Rheumatology, Monash Health, Clayton VIC 3168, Australia; Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Clayton VIC 3168, Australia
| | - Eric Morand
- Department of Rheumatology, Monash Health, Clayton VIC 3168, Australia; Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Clayton VIC 3168, Australia
| | - Alberta Hoi
- Department of Rheumatology, Monash Health, Clayton VIC 3168, Australia; Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Clayton VIC 3168, Australia.
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17
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Li M, Liang J, Pan W, Liu L, Wu M, Ding F, Hu H, Ding X, Wei H, Zou Y, Qian X, Wang M, Wu J, Tao J, Tan J, Da Z, Zhang M, Li J, Feng X, Wen L, Zhang H, Sun L. Predictors of improvement in disease activity in first hospitalized patients with systemic lupus erythematosus: a multicenter retrospective study of a Chinese cohort. Clin Rheumatol 2022; 41:3355-3362. [PMID: 35849245 PMCID: PMC9568488 DOI: 10.1007/s10067-022-06289-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 06/06/2022] [Accepted: 07/07/2022] [Indexed: 11/29/2022]
Abstract
Objectives To analyze the relative factors of improvement in disease activity (IDA) after first hospitalized treatment based on the systemic lupus erythematosus disease activity index (SLEDAI). Methods A total of 1069 adult systemic lupus erythematosus (SLE) patients who were hospitalized for the first time in 26 hospitals in Jiangsu Province from 1999 to 2009 were retrospectively analyzed. SLEDAI decrease ≥ 4 during hospitalization was identified as IDA. Relative factors of IDA were assessed by univariate and multivariate logistic regression. Results A total of 783 (73.2%) adult SLE patients showed IDA after the first hospitalization, while the remaining patients (n = 286) were in the non-IDA group. The IDA group had higher SLEDAI at admission; fewer patients had SLICC/ACR damage index (SDI) ≥ 1, comorbidities at admission, especially Sjögren’s syndrome, abnormal serum creatinine, and glomerular filtration rate. More patients had mucocutaneous and musculoskeletal involvements, leukopenia, increased C-reactive protein, anti-dsDNA antibody positive, and hypocomplementemia at admission and were treated with methotrexate and leflunomide during hospitalization. After multivariate logistic regression analysis, SDI ≥ 1 (P = 0.005) and combined with Sjögren’s syndrome (P < 0.001) at admission had negative association with IDA. Musculoskeletal involvement (P < 0.001), anti-dsDNA antibody positive (P = 0.012), hypocomplementemia (P = 0.001), and use of leflunomide (P = 0.030) were significantly related with IDA. Conclusion Organ damage or comorbidities at admission were adverse to SLE improvement. Anti-dsDNA antibody positive, hypocomplementemia, musculoskeletal involvements, and leflunomide treatment had positive association with IDA of SLE.
Key Points • Organ damage or comorbidities at admission were negatively correlated with SLE improvement. • Anti-dsDNA antibody positivity, hypocomplementemia, musculoskeletal involvements, and leflunomide treatment were positively associated with SLE improvement. |
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Affiliation(s)
- Mei Li
- Department of Rheumatology and Immunology, Affiliated Nanjing Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Road, Nanjing, 210008, China
| | - Jun Liang
- Department of Rheumatology and Immunology, Affiliated Nanjing Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Road, Nanjing, 210008, China
| | - Wenyou Pan
- Department of Rheumatology, Huai'an First People's Hospital, Huai'an, China
| | - Lin Liu
- Department of Rheumatology, Xuzhou Central Hospital, Xuzhou, China
| | - Min Wu
- Department of Rheumatology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Fuwan Ding
- Department of Endocrinology, Yancheng Third People's Hospital, Yancheng, China
| | - Huaixia Hu
- Department of Rheumatology, Lianyungang Second People's Hospital, Lianyungang, China
| | - Xiang Ding
- Department of Rheumatology, Lianyungang First People's Hospital, Lianyungang, China
| | - Hua Wei
- Department of Rheumatology, Northern Jiangsu People's Hospital, Yangzhou, China
| | - Yaohong Zou
- Department of Rheumatology, Wuxi People's Hospital, Wuxi, China
| | - Xian Qian
- Department of Rheumatology, Jiangsu Province Hospital of Traditional Chinese Medicine, Nanjing, China
| | - Meimei Wang
- Department of Rheumatology, Southeast University Zhongda Hospital, Nanjing, China
| | - Jian Wu
- Department of Rheumatology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Juan Tao
- Department of Rheumatology, Wuxi Hospital of Traditional Chinese Medicine, Wuxi, China
| | - Jun Tan
- Department of Rheumatology, Zhenjiang First People's Hospital, Zhenjiang, China
| | - Zhanyun Da
- Department of Rheumatology, Affiliated Hospital of Nantong University, Nantong, China
| | - Miaojia Zhang
- Department of Rheumatology, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, China
| | - Jing Li
- Department of Rheumatology, Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | - Xuebing Feng
- Department of Rheumatology and Immunology, Affiliated Nanjing Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Road, Nanjing, 210008, China
| | - Lihui Wen
- Department of Rheumatology and Immunology, Affiliated Nanjing Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Road, Nanjing, 210008, China.
| | - Huayong Zhang
- Department of Rheumatology and Immunology, Affiliated Nanjing Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Road, Nanjing, 210008, China.
| | - Lingyun Sun
- Department of Rheumatology and Immunology, Affiliated Nanjing Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Road, Nanjing, 210008, China
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18
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Horisberger A, Humbel M, Fluder N, Bellanger F, Fenwick C, Ribi C, Comte D. Measurement of circulating CD21 -CD27 - B lymphocytes in SLE patients is associated with disease activity independently of conventional serological biomarkers. Sci Rep 2022; 12:9189. [PMID: 35654865 PMCID: PMC9163192 DOI: 10.1038/s41598-022-12775-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 05/16/2022] [Indexed: 12/17/2022] Open
Abstract
Determining disease activity in systemic lupus erythematosus (SLE) patients is challenging and limited by the lack of reliable biomarkers. Abnormally activated B cells play a key role in the pathogenesis of SLE, but their measure in clinical practice is currently not recommended. Here, we studied peripheral B cells to identify a valid biomarker. We analyzed peripheral B cells in a discovery cohort of 30 SLE patients compared to 30 healthy controls (HC) using mass cytometry and unsupervised clustering analysis. The relevant B cell populations were subsequently studied by flow cytometry in a validation cohort of 63 SLE patients, 28 autoimmune diseases controls and 39 HC. Our data show an increased frequency of B cell populations with activated phenotype in SLE compared to healthy and autoimmune diseases controls. These cells uniformly lacked the expression of CD21 and CD27. Measurement of CD21−CD27− B cells in the blood identified patients with active disease and their frequency correlated with disease severity. Interestingly, we did not observe an increase in the frequency of CD21−CD27− B cells in patients with clinically inactive disease but with elevated conventional biomarkers (anti-dsDNA and complement levels). Accordingly, measurement of CD21−CD27− B cells represents a robust and easily accessible biomarker to assess the activity of the disease in SLE patients.
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Affiliation(s)
- Alice Horisberger
- Department of Medicine, Service of Immunology and Allergy, Lausanne University Hospital and University of Lausanne, 46, Rue du Bugnon, 1011, Lausanne, Switzerland
| | - Morgane Humbel
- Department of Medicine, Service of Immunology and Allergy, Lausanne University Hospital and University of Lausanne, 46, Rue du Bugnon, 1011, Lausanne, Switzerland
| | - Natalia Fluder
- Department of Medicine, Service of Immunology and Allergy, Lausanne University Hospital and University of Lausanne, 46, Rue du Bugnon, 1011, Lausanne, Switzerland
| | - Florence Bellanger
- Department of Medicine, Service of Immunology and Allergy, Lausanne University Hospital and University of Lausanne, 46, Rue du Bugnon, 1011, Lausanne, Switzerland
| | - Craig Fenwick
- Department of Medicine, Service of Immunology and Allergy, Lausanne University Hospital and University of Lausanne, 46, Rue du Bugnon, 1011, Lausanne, Switzerland
| | - Camillo Ribi
- Department of Medicine, Service of Immunology and Allergy, Lausanne University Hospital and University of Lausanne, 46, Rue du Bugnon, 1011, Lausanne, Switzerland
| | - Denis Comte
- Department of Medicine, Service of Immunology and Allergy, Lausanne University Hospital and University of Lausanne, 46, Rue du Bugnon, 1011, Lausanne, Switzerland.
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19
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Kandane-Rathnayake R, Louthrenoo W, Hoi A, Luo SF, Wu YJJ, Chen YH, Cho J, Lateef A, Hamijoyo L, Navarra SV, Zamora L, Sockalingam S, An Y, Li Z, Katsumata Y, Harigai M, Hao Y, Zhang Z, Kikuchi J, Takeuchi T, Basnayake BMDB, Chan M, Ng KPL, Tugnet N, Kumar S, Oon S, Goldblatt F, O'Neill S, Gibson KA, Ohkubo N, Tanaka Y, Bae SC, Lau CS, Nikpour M, Golder V, Morand EF. 'Not at target': prevalence and consequences of inadequate disease control in systemic lupus erythematosus-a multinational observational cohort study. Arthritis Res Ther 2022; 24:70. [PMID: 35287720 PMCID: PMC8919535 DOI: 10.1186/s13075-022-02756-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 02/28/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The unmet need in systemic lupus erythematosus (SLE) with the current standard of care is widely recognised, but few studies have quantified this. The recent definition of treat-to-target endpoints and other thresholds of uncontrolled disease activity provide an opportunity to formally define unmet need in SLE. In this study, we enumerated the prevalence of these states and examined their association with adverse outcomes. METHODS Data were collected prospectively in a 13-country longitudinal SLE cohort between 2013 and 2019. Unmet need was defined as never attaining lupus low disease activity state (LLDAS), a time-adjusted mean SLEDAI-2K (AMS) > 4, or ever experiencing high disease activity status (HDAS; SLEDAI-2K ≥10). Health-related quality of life (HRQoL) was assessed using SF36 (v2) and damage accrual using the SLICC-ACR SLE Damage Index (SDI). RESULTS A total of 3384 SLE patients were followed over 30,313 visits (median [IQR] follow-up 2.4 [0.4, 4.3] years). Eight hundred thirteen patients (24%) never achieved LLDAS. Median AMS was 3.0 [1.4, 4.9]; 34% of patients had AMS > 4. Twenty-five per cent of patients had episodes of HDAS. Each of LLDAS-never, AMS>4, and HDAS-ever was strongly associated with damage accrual, higher glucocorticoid use, and worse HRQoL. Mortality was significantly increased in LLDAS-never (adjusted HR [95% CI] = 4.98 [2.07, 12.0], p<0.001) and HDAS-ever (adjusted hazard ratio (HR) [95% CI] = 5.45 [2.75, 10.8], p<0.001) patients. CONCLUSION Failure to achieve LLDAS, high average disease activity, and episodes of HDAS were prevalent in SLE and were significantly associated with poor outcomes including organ damage, glucocorticoid exposure, poor quality of life, and mortality.
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Affiliation(s)
- Rangi Kandane-Rathnayake
- Monash Medical Centre, School of Clinical Sciences, Monash University, 246 Clayton Road, Clayton, VIC, 3168, Australia
| | | | - Alberta Hoi
- Monash Medical Centre, School of Clinical Sciences, Monash University, 246 Clayton Road, Clayton, VIC, 3168, Australia
| | - Shue-Fen Luo
- Chang Gung Memorial Hospital, Taoyuan County and Keelung, Taiwan
| | - Yeong-Jian J Wu
- Chang Gung Memorial Hospital, Taoyuan County and Keelung, Taiwan
| | - Yi-Hsing Chen
- Taichung Veterans General Hospital, Taichung, Taiwan
| | - Jiacai Cho
- National University Hospital, Singapore, Singapore
| | - Aisha Lateef
- National University Hospital, Singapore, Singapore
| | | | | | - Leonid Zamora
- University of Santo Tomas Hospital, Manila, Philippines
| | | | - Yuan An
- People's Hospital Peking University Health Sciences Centre, Beijing, China
| | - Zhanguo Li
- People's Hospital Peking University Health Sciences Centre, Beijing, China
| | | | | | - Yanjie Hao
- Peking University First Hospital, Beijing, China
| | - Zhuoli Zhang
- Peking University First Hospital, Beijing, China
| | | | | | | | | | | | - Nicola Tugnet
- Auckland District Health Board, Auckland, New Zealand
| | | | - Shereen Oon
- The University of Melbourne at St Vincent's Hospital, Fitzroy, Victoria, Australia
| | - Fiona Goldblatt
- Royal Adelaide Hospital and Flinders Medical Centre, Adelaide, Australia
| | - Sean O'Neill
- University of New South Wales and Ingham Institute of Applied Medical Research, Liverpool, Australia
| | - Kathryn A Gibson
- University of New South Wales and Ingham Institute of Applied Medical Research, Liverpool, Australia
- Eli Lilly Pty Ltd. Australia, Liverpool Hospital, Sydney, Australia
| | - Naoaki Ohkubo
- University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Yoshiya Tanaka
- University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Sang-Cheol Bae
- Hanyang University Hospital for Rheumatic Diseases, Seoul, South Korea
| | | | - Mandana Nikpour
- The University of Melbourne at St Vincent's Hospital, Fitzroy, Victoria, Australia
| | - Vera Golder
- Monash Medical Centre, School of Clinical Sciences, Monash University, 246 Clayton Road, Clayton, VIC, 3168, Australia
| | - Eric F Morand
- Monash Medical Centre, School of Clinical Sciences, Monash University, 246 Clayton Road, Clayton, VIC, 3168, Australia.
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20
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Raghunath S, Glikmann-Johnston Y, Morand E, Stout JC, Hoi A. Evaluation of the Montreal Cognitive Assessment as a screening tool for cognitive dysfunction in SLE. Lupus Sci Med 2021; 8:8/1/e000580. [PMID: 34911821 PMCID: PMC8679063 DOI: 10.1136/lupus-2021-000580] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 11/19/2021] [Indexed: 12/19/2022]
Abstract
Objectives Cognitive dysfunction in SLE is common and associated with significant morbidity but is currently underdetected. Early detection requires the use of screening tests, as formal diagnostic cognitive testing is time-consuming. This study aims to evaluate the Montreal Cognitive Assessment (MoCA) as a screening tool for cognitive dysfunction in SLE. Methods Patients with SLE (n=95) and demographically matched healthy control participants (n=48) underwent cognitive testing using the 1-hour neuropsychiatric test battery recommended by the American College of Rheumatology for use in SLE and the MoCA. We used regression analyses to determine associations between MoCA and cognitive test scores. We assessed several MoCA cut-offs for predicting cognitive impairment in terms of sensitivity, specificity, positive predictive value and negative predictive value. Receiver operating curve analyses were used to determine the diagnostic accuracy of the MoCA cut-off thresholds. Results We found a significant correlation between MoCA score and 9 of the 10 cognitive endpoints studied (all p<0.001). Receiver operating curve analysis suggested that a MoCA cut-off of <27 had highest diagnostic accuracy across the cognitive impairment definitions (area under the curve 0.76–0.78). Using a screening cut-off of <28, the MoCA had sensitivity of 83%–94% and specificity of 46%–59%, depending on the impairment definition used. Conclusions The MoCA correlates strongly with cognitive test results in SLE and has sufficient sensitivity for use as a screening tool with a cut-off of <28 as the optimal threshold. This tool can be incorporated into clinical practice for screening for cognitive dysfunction in SLE.
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Affiliation(s)
- Sudha Raghunath
- Centre for Inflammatory Disease, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
- Department of Rheumatology, Monash Health, Clayton, Victoria, Australia
| | - Yifat Glikmann-Johnston
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
| | - Eric Morand
- Centre for Inflammatory Disease, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
- Department of Rheumatology, Monash Health, Clayton, Victoria, Australia
| | - Julie C Stout
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
| | - Alberta Hoi
- Centre for Inflammatory Disease, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
- Department of Rheumatology, Monash Health, Clayton, Victoria, Australia
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21
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Alves P, Bandaria J, Leavy MB, Gliklich B, Boussios C, Su Z, Curhan G. Validation of a machine learning approach to estimate Systemic Lupus Erythematosus Disease Activity Index score categories and application in a real-world dataset. RMD Open 2021; 7:rmdopen-2021-001586. [PMID: 34016712 PMCID: PMC8141448 DOI: 10.1136/rmdopen-2021-001586] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 05/07/2021] [Indexed: 11/07/2022] Open
Abstract
Objective Use of the Systemic Lupus Erythematosus Disease Activity Index (SLEDAI) in routine clinical practice is inconsistent, and availability of clinician-recorded SLEDAI scores in real-world datasets is limited. This study aimed to validate a machine learning model to estimate SLEDAI score categories using clinical notes and to apply the model to a large, real-world dataset to generate estimated score categories for use in future research studies. Methods A machine learning model was developed to estimate an individual patient’s SLEDAI score category (no activity, mild activity, moderate activity or high/very high activity) for a specific encounter date using clinical notes. A training cohort of 3504 encounters and a separate validation cohort of 1576 encounters were created from the OM1 SLE Registry. Model performance was assessed using the area under the receiver operating characteristic curve (AUC), calculated using a binarised version of the outcome that sets the positive class to be those records with clinician-recorded SLEDAI scores >5 and the negative class to be records with scores ≤5. Model performance was evaluated by categorising the scores into the four disease activity categories and by calculating the Spearman’s R value and Pearson’s R value. Results The AUC for the two categories was 0.93 for the development cohort and 0.91 for the validation cohort. The model had a Spearman’s R value of 0.7 and a Pearson’s R value of 0.7 when calculated using the four disease activity categories. Conclusion The model performs well when estimating SLEDAI score categories using unstructured clinical notes.
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Affiliation(s)
- Pedro Alves
- Data Science, OM1 Inc, Boston, Massachusetts, USA
| | | | | | | | | | - Zhaohui Su
- Biostatistics, OM1 Inc, Boston, Massachusetts, USA
| | - Gary Curhan
- Research, OM1 Inc, Boston, Massachusetts, USA
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22
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Hoi A, Koelmeyer R, Bonin J, Sun Y, Kao A, Gunther O, Nim HT, Morand E. Disease course following High Disease Activity Status revealed patterns in SLE. Arthritis Res Ther 2021; 23:191. [PMID: 34261522 PMCID: PMC8278658 DOI: 10.1186/s13075-021-02572-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 07/05/2021] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND We sought to examine the disease course of High Disease Activity Status (HDAS) patients and their different disease patterns in a real-world longitudinal cohort. Disease resolution till Lupus Low Disease Activity State (LLDAS) has been a general treatment goal, but there is limited information on this subset of patients who achieve this. METHODS All consenting patients of the Monash Lupus Cohort who had at least 12 months of observation were included. HDAS was defined as SLEDAI-2K ≥ 10 ever, and HDAS episode as the period from the first HDAS clinic visit until attainment of LLDAS. We examined the associations of different HDAS patterns with the likelihood of damage accrual. RESULTS Of 342 SLE patients, 151 experienced HDAS at least once, accounting for 298 HDAS episodes. The majority of HDAS patients (76.2%) experienced Recurrent HDAS (> 1 HDAS visit), and a smaller subset (47.7%) had Persistent HDAS (consecutive HDAS visits for longer than 2 months). Recurrent or Persistent HDAS patients were younger at diagnosis and more likely to experience renal or serositis manifestations; persistent HDAS patients were also more likely to experience neurological manifestations. Baseline SLEDAI greater than 10 was associated with longer HDAS episodes. Recurrent and Persistent HDAS were both associated with an increased likelihood of damage accrual. The total duration of HDAS episode greater than 2 years and experiencing multiple HDAS episodes (≥4) was also associated with an increased likelihood of damage accrual (OR 1.80, 95% CI 1.08-2.97, p = 0.02, and OR 3.31, 95% CI 1.66-13.26, p = 0.01, respectively). CONCLUSION HDAS episodes have a highly variable course. Recurrent and Persistent HDAS, and longer duration of HDAS episodes, increased the risk of damage accrual. In addition to a major signifier of severity in SLE, its resolution to LLDAS can determine the subsequent outcome in SLE patients.
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Affiliation(s)
- Alberta Hoi
- Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Level 5, Block E, Monash Medical Centre, 246 Clayton Road, Clayton, VIC, 3168, Australia.
- Department of Rheumatology, Monash Health, Clayton, VIC, 3168, Australia.
| | - Rachel Koelmeyer
- Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Level 5, Block E, Monash Medical Centre, 246 Clayton Road, Clayton, VIC, 3168, Australia
| | - Julie Bonin
- Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Level 5, Block E, Monash Medical Centre, 246 Clayton Road, Clayton, VIC, 3168, Australia
| | - Ying Sun
- Merck Healthcare KGaA, Frankfurter Strasse 250, 64293, Darmstadt, Germany
| | - Amy Kao
- EMD Serono, EMD Serono Research & Development Institute, Inc, a business of Merck KGaA, Darmstadt, Germany
| | - Oliver Gunther
- Merck Healthcare KGaA, Frankfurter Strasse 250, 64293, Darmstadt, Germany
| | - Hieu T Nim
- Faculty of Information Technology, Monash University, Clayton, VIC, 3168, Australia
| | - Eric Morand
- Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Level 5, Block E, Monash Medical Centre, 246 Clayton Road, Clayton, VIC, 3168, Australia
- Department of Rheumatology, Monash Health, Clayton, VIC, 3168, Australia
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23
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Yavuz S, Lipsky PE. Current Status of the Evaluation and Management of Lupus Patients and Future Prospects. Front Med (Lausanne) 2021; 8:682544. [PMID: 34124113 PMCID: PMC8193052 DOI: 10.3389/fmed.2021.682544] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 04/27/2021] [Indexed: 12/24/2022] Open
Abstract
The vastly diverse nature of systemic lupus erythematosus (SLE) poses great challenges to clinicians and patients, as well as to research and drug development efforts. Precise management of lupus patients would be advanced by the ability to identify specific abnormalities operative in individual patients at the time of encounter with the clinician. Advances in new technologies and bioinformatics have greatly improved the understanding of the pathophysiology of SLE. Recent research has focused on the discovery and classification of sensitive and specific markers that could aid early accurate diagnosis, better monitoring of disease and identification of appropriate therapy choices based on specific dysregulated molecular pathways. Here, we summarize some of the advances and discuss the challenges in moving toward precise patient-centric management modalities in SLE.
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Affiliation(s)
- Sule Yavuz
- Department of Medical Sciences, Rheumatology, Uppsala University, Uppsala, Sweden
| | - Peter E Lipsky
- Ampel BioSolutions and Re-Imagine Lupus Investigation, Treatment and Education Research Institute, Charlottesville, VA, United States
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24
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Hoi A, Nim HT, Koelmeyer R, Sun Y, Kao A, Gunther O, Morand E. Algorithm for calculating high disease activity in SLE. Rheumatology (Oxford) 2021; 60:4291-4297. [PMID: 33493337 DOI: 10.1093/rheumatology/keab003] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 12/19/2020] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND The ability to identify lupus patients in High Disease Activity Status (HDAS) without knowledge of the SLEDAI could have application in selection of patients for treatment escalation or enrolment in trials. We sought to generate an algorithm that could calculate via model fitting the presence of HDAS using simple demographic and laboratory values. METHODS We examined the association of High Disease Activity (HDA) with demographic and laboratory parameters using prospectively collected data. An HDA visit is recorded when SLEDAI-2K ≥10. We utilised the use of combinatorial search to find algorithms to build a mathematical model predictive of HDA. Performance of each algorithm was evaluated using multi-class area under receiver operating characteristics (mAUROC) and the final model was compared with the Naïve Bayes Classifier, and analysed using the confusion matrix for accuracy and misclassification rate. RESULTS Data on 286 patients, followed for a median of 5.1 years were studied for a total of 5,680 visits. Sixteen laboratory parameters were found to be significantly associated with HDA. A total of 216 algorithms were evaluated and final algorithm chosen was based on 7 pathology measures and 3 demographic variables. It has an accuracy of 88.6% and misclassification rate of 11.4%. When compared with the Naïve Bayes Classifier (AUC = 0.663), our algorithm has a better accuracy with AUC = 0.829. CONCLUSION This study shows that building an accurate model to calculate HDA using routinely available clinical parameters is feasible. Future studies to independently validate the algorithm will be needed to confirm its predictive performance.
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Affiliation(s)
- Alberta Hoi
- Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Clayton, VIC, 3168, Australia.,Department of Rheumatology, Monash Health, Clayton, VIC, 3168, Australia
| | - Hieu T Nim
- Faculty of Information Technology, Monash University, Clayton, VIC, 3168, Australia; and Murdoch Children's Research Institute, Parkville, VIC, 3052, Australia
| | - Rachel Koelmeyer
- Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Clayton, VIC, 3168, Australia
| | - Ying Sun
- Merck KGaA, Frankfurter Strasse 250, Darmstadt, 64293, Germany
| | - Amy Kao
- EMD Serono, EMD Serono Research & Development Institute, Inc, a business of Merck KGaA, Darmstadt, Germany
| | - Oliver Gunther
- Merck KGaA, Frankfurter Strasse 250, Darmstadt, 64293, Germany
| | - Eric Morand
- Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Clayton, VIC, 3168, Australia.,Department of Rheumatology, Monash Health, Clayton, VIC, 3168, Australia
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