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Xie Y, Chen H, Chellamuthu VR, Lajam ABM, Albani S, Low AHL, Petretto E, Behmoaras J. Comparative Analysis of Single-Cell RNA Sequencing Methods with and without Sample Multiplexing. Int J Mol Sci 2024; 25:3828. [PMID: 38612639 PMCID: PMC11011421 DOI: 10.3390/ijms25073828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 03/20/2024] [Accepted: 03/21/2024] [Indexed: 04/14/2024] Open
Abstract
Single-cell RNA sequencing (scRNA-seq) has emerged as a powerful technique for investigating biological heterogeneity at the single-cell level in human systems and model organisms. Recent advances in scRNA-seq have enabled the pooling of cells from multiple samples into single libraries, thereby increasing sample throughput while reducing technical batch effects, library preparation time, and the overall cost. However, a comparative analysis of scRNA-seq methods with and without sample multiplexing is lacking. In this study, we benchmarked methods from two representative platforms: Parse Biosciences (Parse; with sample multiplexing) and 10x Genomics (10x; without sample multiplexing). By using peripheral blood mononuclear cells (PBMCs) obtained from two healthy individuals, we demonstrate that demultiplexed scRNA-seq data obtained from Parse showed similar cell type frequencies compared to 10x data where samples were not multiplexed. Despite relatively lower cell capture affecting library preparation, Parse can detect rare cell types (e.g., plasmablasts and dendritic cells) which is likely due to its relatively higher sensitivity in gene detection. Moreover, a comparative analysis of transcript quantification between the two platforms revealed platform-specific distributions of gene length and GC content. These results offer guidance for researchers in designing high-throughput scRNA-seq studies.
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Affiliation(s)
- Yi Xie
- Programme in Cardiovascular and Metabolic Disorders and Centre for Computational Biology, Duke-NUS Medical School, 8 College Road, Singapore 169857, Singapore; (Y.X.)
| | - Huimei Chen
- Programme in Cardiovascular and Metabolic Disorders and Centre for Computational Biology, Duke-NUS Medical School, 8 College Road, Singapore 169857, Singapore; (Y.X.)
| | - Vasuki Ranjani Chellamuthu
- Translational Immunology Institute, SingHealth/Duke-NUS Academic Medical Centre, Academia, Singapore 169856, Singapore; (V.R.C.)
| | - Ahmad bin Mohamed Lajam
- Translational Immunology Institute, SingHealth/Duke-NUS Academic Medical Centre, Academia, Singapore 169856, Singapore; (V.R.C.)
| | - Salvatore Albani
- Translational Immunology Institute, SingHealth/Duke-NUS Academic Medical Centre, Academia, Singapore 169856, Singapore; (V.R.C.)
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology, Singapore General Hospital, Academia, Singapore 169856, Singapore;
- SingHealth Duke-NUS Medicine Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore
| | - Enrico Petretto
- Programme in Cardiovascular and Metabolic Disorders and Centre for Computational Biology, Duke-NUS Medical School, 8 College Road, Singapore 169857, Singapore; (Y.X.)
- Institute for Big Data and Artificial Intelligence in Medicine, School of Science, China Pharmaceutical University, Nanjing 210009, China
| | - Jacques Behmoaras
- Programme in Cardiovascular and Metabolic Disorders and Centre for Computational Biology, Duke-NUS Medical School, 8 College Road, Singapore 169857, Singapore; (Y.X.)
- Department of Immunology and Inflammation, Centre for Inflammatory Disease, Imperial College London, Hammersmith Hospital, London W12 0NN, UK
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Ko J, Noviani M, Chellamuthu VR, Albani S, Low AHL. The Pathogenesis of Systemic Sclerosis: The Origin of Fibrosis and Interlink with Vasculopathy and Autoimmunity. Int J Mol Sci 2023; 24:14287. [PMID: 37762589 PMCID: PMC10532389 DOI: 10.3390/ijms241814287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 09/05/2023] [Accepted: 09/13/2023] [Indexed: 09/29/2023] Open
Abstract
Systemic sclerosis (SSc) is an autoimmune disease associated with increased mortality and poor morbidity, impairing the quality of life in patients. Whilst we know that SSc affects multiple organs via vasculopathy, inflammation, and fibrosis, its exact pathophysiology remains elusive. Microvascular injury and vasculopathy are the initial pathological features of the disease. Clinically, the vasculopathy in SSc is manifested as Raynaud's phenomenon (reversible vasospasm in reaction to the cold or emotional stress) and digital ulcers due to ischemic injury. There are several reports that medications for vasculopathy, such as bosentan and soluble guanylate cyclase (sGC) modulators, improve not only vasculopathy but also dermal fibrosis, suggesting that vasculopathy is important in SSc. Although vasculopathy is an important initial step of the pathogenesis for SSc, it is still unclear how vasculopathy is related to inflammation and fibrosis. In this review, we focused on the clinical evidence for vasculopathy, the major cellular players for the pathogenesis, including pericytes, adipocytes, endothelial cells (ECs), and myofibroblasts, and their signaling pathway to elucidate the relationship among vasculopathy, inflammation, and fibrosis in SSc.
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Affiliation(s)
- Junsuk Ko
- Duke-National University of Singapore Medical School, Singapore 169857, Singapore; (J.K.); (M.N.); (S.A.)
| | - Maria Noviani
- Duke-National University of Singapore Medical School, Singapore 169857, Singapore; (J.K.); (M.N.); (S.A.)
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore 169608, Singapore
- Translational Immunology Institute, SingHealth Duke-National University of Singapore Academic Medical Centre, Singapore 169856, Singapore;
| | - Vasuki Ranjani Chellamuthu
- Translational Immunology Institute, SingHealth Duke-National University of Singapore Academic Medical Centre, Singapore 169856, Singapore;
| | - Salvatore Albani
- Duke-National University of Singapore Medical School, Singapore 169857, Singapore; (J.K.); (M.N.); (S.A.)
- Translational Immunology Institute, SingHealth Duke-National University of Singapore Academic Medical Centre, Singapore 169856, Singapore;
| | - Andrea Hsiu Ling Low
- Duke-National University of Singapore Medical School, Singapore 169857, Singapore; (J.K.); (M.N.); (S.A.)
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore 169608, Singapore
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Mulcaire-Jones E, Low AHL, Domsic R, Whitfield ML, Khanna D. Advances in biological and targeted therapies for systemic sclerosis. Expert Opin Biol Ther 2023; 23:325-339. [PMID: 36964674 DOI: 10.1080/14712598.2023.2196009] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/26/2023]
Abstract
INTRODUCTION Systemic sclerosis (SSc) is a severe, and often life-threatening, autoimmune disease which causes inflammation and fibrosis of the skin and internal organs. There are currently limited effective therapeutic options for patients with SSc. There are recently completed and ongoing phase 2 and 3 studies looking at biologic therapies for SSc that target underlying pathogenesis of the disease. AREAS COVERED The purpose of this review is to describe completed and ongoing trials of different biologic therapies for the treatment of SSc. This review discusses biologic therapy directed at multiple pathways that are believed to contribute to inflammation and fibrosis in SSc including T cell, B cell, direct cytokines, and JAK signaling. Data presented is based on authors' expertise of completed and ongoing trials. EXPERT OPINION Tocilizumab and rituximab have supporting data to advocate for use in early SSc. Data from tocilizumab showed preservation of forced vital capacity (FVC) and beneficial effects on global composite measure. Recent data from different trials with rituximab in SSc (with and without interstitial lung disease) show beneficial effects on skin and FVC with good tolerability. We highlight the molecular heterogeneity in early SSc phenotype and the need to account for this in future trials.
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Affiliation(s)
- Erica Mulcaire-Jones
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
- Intermountain Medical Center, Salt Lake City, UT, USA
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore
- Duke-National University of Singapore Medical School, Singapore
| | | | | | - Dinesh Khanna
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
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Tan TC, Chandrasekaran L, Leung YY, Purbojati R, Pettersson S, Low AHL. Gut microbiome profiling in systemic sclerosis: a metagenomic approach. Clin Exp Rheumatol 2023:19239. [PMID: 36826808 DOI: 10.55563/clinexprheumatol/jof7nx] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Accepted: 12/16/2022] [Indexed: 02/25/2023]
Abstract
OBJECTIVES The early gastrointestinal (GI) manifestation of systemic sclerosis (SSc) suggests a possible GI microbiota engagement in the pathophysiology and/or progression of SSc. Previous studies have revealed dysbiosis among Caucasian SSc patients. This study extends these findings in Asian SSc patients. METHODS Adult SSc patients, stratified according to 1) on immunosuppressive (On-IS) drugs or 2) no immunosuppressive drugs (No-IS), and age-and-sex-matched healthy controls (HC) were recruited. Metagenomic sequencing of stool DNA was compared between SSc patients and HC, and between SSc (On-IS) and (No-IS) patients. Alpha and beta-diversity, taxonomic and functional profiling were evaluated. RESULTS Twenty-three female SSc patients (12 On-IS; 11 No-IS; 5 diffuse and 18 limited SSc subtype) and 19 female HC, with median age of 54 years and 56 years, respectively, were recruited. Median SSc disease duration was 3.3 years. Alpha diversity was significantly higher in SSc versus HC (p=0.014) and in SSc (No-IS) versus HC (p=0.006). There was no significant difference in beta diversity between SSc and HC (p=0.307). At the phyla level, there were significantly increased abundance of Firmicutes and Actinobacteria in SSc versus HC, and reduced abundance of Bacteroidetes (all p<0.001). At the species level, there were significantly increased abundance of several Lactobacillus, Bifidobacterium, and Coprococcus species in SSc, and increased abundance of Odoribacter, Bacteroides and Prevotella species in HC. KEGG pathway analysis demonstrated distinct differences between SSc vs HC, and between SSc (No-IS) and SSc (On-IS). CONCLUSIONS Using metagenomic sequencing, our study further underlines distinct alterations in microbiota profiling among Asian SScpatients.
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Affiliation(s)
- Tze Chin Tan
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore
| | - Lakshmi Chandrasekaran
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore
| | - Ying Ying Leung
- Department of Rheumatology and Immunology, Singapore General Hospital, and Duke-National University of Singapore
| | - Rikky Purbojati
- National University of Singapore Information Technology, Singapore
| | - Sven Pettersson
- Department of Microbiology and Immunology, National University of Singapore; Department of Odontology, Karolinska Institute, Stockholm, Sweden; National Neuroscience Institute, Singapore, and Sunway University, Faculty of Medical Sciences, Kuala Lumpur, Malaysia
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology, Singapore General Hospital, and Duke-National University of Singapore.
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5
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Noviani M, Chellamuthu VR, Albani S, Low AHL. Toward Molecular Stratification and Precision Medicine in Systemic Sclerosis. Front Med (Lausanne) 2022; 9:911977. [PMID: 35847779 PMCID: PMC9279904 DOI: 10.3389/fmed.2022.911977] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 06/06/2022] [Indexed: 01/01/2023] Open
Abstract
Systemic sclerosis (SSc), a complex multi-systemic disease characterized by immune dysregulation, vasculopathy and fibrosis, is associated with high mortality. Its pathogenesis is only partially understood. The heterogenous pathological processes that define SSc and its stages present a challenge to targeting appropriate treatment, with differing treatment outcomes of SSc patients despite similar initial clinical presentations. Timing of the appropriate treatments targeted at the underlying disease process is critical. For example, immunomodulatory treatments may be used for patients in a predominantly inflammatory phase, anti-fibrotic treatments for those in the fibrotic phase, or combination therapies for those in the fibro-inflammatory phase. In advancing personalized care through precision medicine, groups of patients with similar disease characteristics and shared pathological processes may be identified through molecular stratification. This would improve current clinical sub-setting systems and guide personalization of therapies. In this review, we will provide updates in SSc clinical and molecular stratification in relation to patient outcomes and treatment responses. Promises of molecular stratification through advances in high-dimensional tools, including omic-based stratification (transcriptomics, genomics, epigenomics, proteomics, cytomics, microbiomics) and machine learning will be discussed. Innovative and more granular stratification systems that integrate molecular characteristics to clinical phenotypes would potentially improve therapeutic approaches through personalized medicine and lead to better patient outcomes.
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Affiliation(s)
- Maria Noviani
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore
- Duke–National University of Singapore Medical School, Singapore, Singapore
| | | | - Salvatore Albani
- Duke–National University of Singapore Medical School, Singapore, Singapore
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore
- Duke–National University of Singapore Medical School, Singapore, Singapore
- *Correspondence: Andrea Hsiu Ling Low
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Abstract
Systemic sclerosis is a multisystemic autoimmune disease characterized by vasculopathy and fibrosis. Racial factors exert a significant influence on the epidemiology, clinical manifestations, antibody profile, mortality and genetic factors in systemic sclerosis. In this review, we examined Asian systemic sclerosis cohorts reported in Asia and multi-racial cohort studies to evaluate the disease characteristics and outcomes of systemic sclerosis in Asians. Asian patients have distinct genetic susceptibility to systemic sclerosis, younger age of systemic sclerosis onset, higher frequency of diffuse skin involvement, different autoantibody profiles such as higher frequency of anti-Scl70 and anti-U1-RNP antibodies, and more severe clinical phenotype. There was a suggestion of poorer survival among Asians that may be contributed by more severe disease, socioeconomic factors and differences in healthcare systems. Recognizing the influence of racial differences in systemic sclerosis disease course is important as it has implications for appropriate treatment, monitoring and prognostication.
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Affiliation(s)
- Sue-Ann Ng
- Department of Rheumatology and
Immunology, Singapore General Hospital, Singapore
- Duke-National University of Singapore,
Singapore
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and
Immunology, Singapore General Hospital, Singapore
- Duke-National University of Singapore,
Singapore
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7
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Lee ZC, Noviani M, Yap J, Chin CWL, Ng SA, Low AHL. Tocilizumab for systemic sclerosis with cardiac involvement: a case report. Clin Exp Rheumatol 2022; 40:2006-2007. [DOI: 10.55563/clinexprheumatol/cibdmf] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 07/04/2022] [Indexed: 11/05/2022]
Affiliation(s)
- Zheng Cong Lee
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore
| | - Maria Noviani
- Department of Rheumatology and Immunology, Singapore General Hospital, and Duke-NUS Medical School Singapore, Singapore
| | - Jonathan Yap
- National Heart Centre, Singapore, and Duke-NUS Medical School Singapore
| | | | - Sue-Ann Ng
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, and Duke-NUS Medical School Singapore
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, and Duke-NUS Medical School Singapore.
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8
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Xiang L, Low AHL, Leung YY, Fong W, Gan WH, Graves N, Gandhi M, Thumboo J. Improvements in work productivity among patients with inflammatory arthritis and osteoarthritis in the first six months after diagnosis: an inception cohort study. Clin Exp Rheumatol 2022; 41:1042-1049. [PMID: 36995328 DOI: 10.55563/clinexprheumatol/n25nd7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 07/21/2022] [Indexed: 03/29/2023]
Abstract
OBJECTIVES Reduced work productivity (WP), measured by work productivity loss (WPL) and work disability (WD), is common in patients with inflammatory arthritis (IA) and osteoarthritis (OA) but is not well characterised. We aimed to assess if there were any improvements in WP (WPL and WD) from diagnosis (T1) to six months later (T2) and to explore associations between WP at T2 and health status at T1 among these patients. METHODS Patients were surveyed for work characteristics, work ability, WP and health status including physical functioning and vitality at T1 and T2. Associations between WP at T2 and health status at T1 were explored using regression models. RESULTS Patients with IA (n=109) were younger than those with OA (n=70) (mean age: 50.5 vs. 57.7 years). The median WPL score decreased from 30.0 to 10.0 in patients with IA and from 20.0 to 0.0 in patients with OA, while the proportion reporting WD decreased from 52.3% to 45.3% in patients with IA and increased from 52.2% to 56.5% in patients with OA from T1 to T2. Physical functioning at T1 (coefficient = -0.35) was significantly associated with WPL at T2. Vitality at T1 (coefficient = 0.03) was associated with WD at T2. CONCLUSIONS Greater improvements in WP were observed among patients with IA than those with OA in the first six months after diagnosis. This provides a basis for healthcare professionals to aim for greater improvements in work and health status for patients with IA.
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Affiliation(s)
- Ling Xiang
- Department of Rheumatology and Immunology, Singapore General Hospital, and Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology, Singapore General Hospital; Yong Loo Lin School of Medicine, National University of Singapore, and Duke-NUS Medical School, Singapore
| | - Ying-Ying Leung
- Department of Rheumatology and Immunology, Singapore General Hospital; Yong Loo Lin School of Medicine, National University of Singapore, and Duke-NUS Medical School, Singapore
| | - Warren Fong
- Department of Rheumatology and Immunology, Singapore General Hospital; Yong Loo Lin School of Medicine, National University of Singapore, and Duke-NUS Medical School, Singapore
| | - Wee-Hoe Gan
- Department of Occupational and Environmental Medicine, Singapore General Hospital, Singapore
| | - Nicholas Graves
- Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | - Mihir Gandhi
- Biostatistics, Singapore Clinical Research Institute, Singapore; Centre of Quantitative Medicine, Duke-NUS Medical School, Singapore; and Tampere Center for Child Health Research, Tampere University, Tampere, Finland
| | - Julian Thumboo
- Department of Rheumatology and Immunology, Singapore General Hospital; Yong Loo Lin School of Medicine, National University of Singapore, and Duke-NUS Medical School, Singapore.
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Choo J, Yap J, Ismail AIDILA, Lim CL, Sumathy P, Ruan W, Sewa DW, Phua GC, Hong C, Low AHL, Lim ST, Tan JL. Intravenous epoprostenol therapy in the treatment of pulmonary arterial hypertension: the Singapore experience. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehab849.116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: None.
Background
Pulmonary arterial hypertension (PAH) is a progressive disease with significant morbidity and mortality. While intravenous (IV) Epoprostenol, a prostacyclin analogue, has been shown to improve exercise tolerance, symptoms, hemodynamics and survival, there are challenges with initiation and maintenance of this IV therapy.
Purpose
We aim to describe our local experience of the use of IV Epoprostenol in the treatment of PAH patients in Singapore, highlighting various issues and challenges.
Methods
From 2016, patients at a tertiary cardiac institution diagnosed with Group 1 PAH and remaining in intermediate to high risk class with progressive symptoms (despite being on maximum tolerable doses of PhosphoDiEsterase-5 inhibitors and Endothelin-1 receptor antagonists) were assessed and counselled for initiation of Epoprostenol therapy. With a fixed set of local protocols, comprehensive assessment and support of a multi-disciplinary team including physicians, specialist nurses and pharmacists, suitable patients were started on this treatment.
Results
A total of 12 patients (11 female, mean age 42.8 +/- 11.0 years) were included. The average New York Heart Association class of the patients initiated on Epoprostenol was II-III. The pulmonary artery pressures and pulmonary vascular resistance on right heart catheterization prior to initiation was 52.5 (IQR 47.0-54.0) mmHg and 12.6 (IQR 10.0-14.2) Woods respectively. The duration from diagnosis to time of initiating Epoprostenol was 89 (IQR 62-140) months. Epoprostenol was generally well tolerated. The most common side effect experienced was diarrhea (5/12 patients) followed by headache and musculoskeletal complains (3/12 patients each). Of the 12 patients, 6 passed away after 12 (IQR 10-16) months of Epoprostenol therapy. Of the remaining 6, PAH was diagnosed 110 (IQR 104-136) months ago and Epoprostenol therapy has been continued for 17 (IQR 14-27) months. Of those who survived, right ventricle size and PA pressures on echocardiography remained relatively stable as compared to those who passed on. 2 patients had line related infections requiring a line change 1 and 2 times respectively.
Conclusion
While not without its challenges, the establishment of concrete protocols with the support of a multidisciplinary team allows for the introduction of IV Epoprostenol as an additional potential line of effective therapy for PAH patients in Singapore.
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Affiliation(s)
- J Choo
- National Heart Centre Singapore, Singapore, Singapore
| | - J Yap
- National Heart Centre Singapore, Singapore, Singapore
| | - AIDILA Ismail
- National Heart Centre Singapore, Singapore, Singapore
| | - C L Lim
- National Heart Centre Singapore, Singapore, Singapore
| | - P Sumathy
- National Heart Centre Singapore, Singapore, Singapore
| | - W Ruan
- National Heart Centre Singapore, Singapore, Singapore
| | - D W Sewa
- Singapore General Hospital, Singapore, Singapore
| | - G C Phua
- Singapore General Hospital, Singapore, Singapore
| | - C Hong
- Singapore General Hospital, Singapore, Singapore
| | - A H L Low
- Singapore General Hospital, Singapore, Singapore
| | - S T Lim
- National Heart Centre Singapore, Singapore, Singapore
| | - J L Tan
- National Heart Centre Singapore, Singapore, Singapore
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Teoh J, Yap JLJ, Ong ZYP, Lee JDB, Wen R, Ismail AB, Sewa DW, Phua GC, Fong CHY, Low AHL, Lim ST, Tan JL. Risk stratification and prognosis in pulmonary arterial hypertension: the Singapore experience. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehab849.115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: None.
Aims & Background: Guidelines recommend the risk stratification of patients with pulmonary arterial hypertension (PAH) at baseline and on follow-up, so as to guide the management and titration of therapy in these patients. This approach has been validated in various pulmonary hypertension registries in the West. We aim to study the value of risk stratification on the prognosis of PAH patients in Asia.
Methods
A retrospective review of all PAH patients from 2002 to 2018 from a single tertiary cardiac centre was performed. Inclusion criteria was the availability of both initial visit and follow-up data. Patients were classified into low-, medium-, and high-risk groups in both initial and follow-up visits based on the variables in the 2015 ESC/ERS PH risk stratification table according to the "score and average" method used by SPAHR and COMPERA registries (total score divided by number of variables assessed and rounded to nearest integer). An average score of 1, 2 and 3 was defined as low, medium and high risk respectively. The primary outcomes was all-cause mortality.
Results
A total of 102 patients (mean age 57 ± 18 years old, 82 females) were included. Survival was significantly affected by PAH subtype and risk profile. On multivariate analysis, baseline risk did not impact on mortality. Follow-up risk stage impacted on prognosis, with significantly poorer prognosis noted in both intermediate- (adj HR 3.12, 95% CI 1.03 – 9.48, p = 0.045) and high-risk (adj HR = 7.84, 95% CI 2.22 – 27.64, p = 0.001) groups. Patients who improved their risk groups to low risk on follow-up had similar survival to stable low-risk patients, but those patients whose risk group worsened on follow-up had significantly worse prognosis (adj HR = 5.44, 95% CI 1.26 – 13.75, p = 0.02).
Conclusion
Risk stratification is useful in prognosticating Asian PAH patients. There is potential survival benefit in optimising treatment to achieve a low-risk profile.
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Affiliation(s)
- J Teoh
- Singapore General Hospital, Singapore, Singapore
| | - J L J Yap
- National Heart Centre Singapore, Singapore, Singapore
| | - Z Y P Ong
- National Heart Centre Singapore, Singapore, Singapore
| | - J D B Lee
- National Heart Centre Singapore, Singapore, Singapore
| | - R Wen
- National Heart Centre Singapore, Singapore, Singapore
| | - A B Ismail
- National Heart Centre Singapore, Singapore, Singapore
| | - D W Sewa
- Singapore General Hospital, Singapore, Singapore
| | - G C Phua
- Singapore General Hospital, Singapore, Singapore
| | - C H Y Fong
- Singapore General Hospital, Singapore, Singapore
| | - A H L Low
- Singapore General Hospital, Singapore, Singapore
| | - S T Lim
- National Heart Centre Singapore, Singapore, Singapore
| | - J L Tan
- Singapore General Hospital, Singapore, Singapore
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Xiang L, Fong W, Low AHL, Leung YY, Gandhi M, Xin X, Uy EJB, Hamilton L, Thumboo J. Early identification of axial spondyloarthritis in a multi-ethnic Asian population. Clin Rheumatol 2021; 41:1095-1103. [PMID: 34625882 DOI: 10.1007/s10067-021-05951-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 09/01/2021] [Accepted: 09/30/2021] [Indexed: 11/24/2022]
Abstract
INTRODUCTION/OBJECTIVES To address the diagnostic delay in axial spondyloarthritis (axSpA), we have cross-culturally adapted the Hamilton axSpA questionnaire, a self-administered screening questionnaire, in the Singapore population. In this study, we compared the performance of various scoring methods for this questionnaire in detecting axSpA. METHOD The questionnaire was self-administered by eligible subjects. Scoring methods included method A, the original questionnaire scoring, and methods B-E, scoring developed based on the Assessment of SpondyloArthritis International Society (ASAS) criteria for inflammatory back pain (IBP) and the referral, classification and both referral and classification of axSpA, respectively. The reference standard was diagnosis by a rheumatologist. Since the ASAS criteria-based scoring methods were mainly based on clinical axSpA features, self-report and rheumatologist-assessment of clinical axSpA features were also compared in subjects with axSpA. RESULTS Of 1418 subjects (age: 54 ± 14 years, female: 73%) recruited, 46 were diagnosed with axSpA by a rheumatologist. Sensitivities of methods A-E were 35%, 61%, 63%, 48% and 83%, respectively. Self-report of clinical axSpA features exceeded rheumatologist-assessment for arthritis (83 vs 26%), good response to NSAIDs (37 vs 30%), enthesitis (35 vs 30%), dactylitis (20 vs 2%) and family history for axSpA (13 vs 4%). The reverse was true for IBP (41 vs 63%) and uveitis (4 vs 15%). CONCLUSIONS A self-administered questionnaire using the ASAS referral and classification criteria-based scoring yielded relatively high sensitivity in detecting axSpA in subjects newly referred to rheumatology clinics. This supports its evaluation as a screening and referral tool in the general population in future studies. Key Points • A self-administered questionnaire could be used as a screening and referral tool. • ASAS referral and classification criteria-based scoring yielded relatively high sensitivity. • Inaccurate perception of clinical axSpA features was observed in axSpA patients.
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Affiliation(s)
- Ling Xiang
- Department of Rheumatology and Immunology, Singapore General Hospital, Academia Building, Level 4, 20 College Road, Singapore, 169856, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Warren Fong
- Department of Rheumatology and Immunology, Singapore General Hospital, Academia Building, Level 4, 20 College Road, Singapore, 169856, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Duke-NUS Medical School, Singapore, Singapore
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology, Singapore General Hospital, Academia Building, Level 4, 20 College Road, Singapore, 169856, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Duke-NUS Medical School, Singapore, Singapore
| | - Ying Ying Leung
- Department of Rheumatology and Immunology, Singapore General Hospital, Academia Building, Level 4, 20 College Road, Singapore, 169856, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Duke-NUS Medical School, Singapore, Singapore
| | - Mihir Gandhi
- Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore.,Lien Centre for Palliative Care, Duke-NUS Medical School, Singapore, Singapore.,Biostatistics, Singapore Clinical Research Institute, Singapore, Singapore.,The Center for Child Health Research, Tampere University, Tampere, Finland
| | - Xiaohui Xin
- Academic Clinical Program for Medicine, Singapore General Hospital, Singapore, Singapore
| | - Elenore Judy B Uy
- Department of Rheumatology and Immunology, Singapore General Hospital, Academia Building, Level 4, 20 College Road, Singapore, 169856, Singapore
| | - Louise Hamilton
- Department of Rheumatology, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, UK
| | - Julian Thumboo
- Department of Rheumatology and Immunology, Singapore General Hospital, Academia Building, Level 4, 20 College Road, Singapore, 169856, Singapore. .,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore. .,Duke-NUS Medical School, Singapore, Singapore.
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12
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Xiang L, Low AHL, Leung YY, Fong W, Gandhi M, Yoon S, Lau TC, Koh DR, Thumboo J. Interval between symptom onset and diagnosis among patients with autoimmune rheumatic diseases in a multi-ethnic Asian population. Int J Rheum Dis 2021; 24:1061-1070. [PMID: 34232556 DOI: 10.1111/1756-185x.14165] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 05/22/2021] [Accepted: 06/13/2021] [Indexed: 12/19/2022]
Abstract
AIM The interval between symptom onset and diagnosis (pre-diagnosis interval) can at times be longer than is ideal in patients with autoimmune rheumatic diseases (ARDs). In this study, we aimed to characterize this interval and to identify its associated factors. METHOD We characterized pre-diagnosis interval into 4 intervals: Interval #1 between symptom onset and first visit to healthcare professionals; Interval #2 between first visit to healthcare professionals and rheumatology referral; Interval #3 between rheumatology referral and first rheumatology assessment; and Interval #4 between first rheumatology assessment and diagnosis. Median regression models were used to identify factors associated with longer pre-diagnosis interval and Interval #1. RESULTS Among 259 patients (median age = 52.0 [41.6-61.9] years, 71% female, rheumatoid arthritis [n = 75], axial spondyloarthritis [axSpA] [n = 40] and psoriatic arthritis [n = 35]), median pre-diagnosis interval was 11.5 (4.7-36.0) months. Interval #1 (median = 4.9 months) was significantly longer than Intervals #2-#4 (median = 0.3, 1.5, and 0.0 months, respectively). Patients with axSpA had significantly longer pre-diagnosis interval (median = 38.7 months) and Interval #1 (median = 26.6 months) than patients with the other ARDs. Median regression suggested that patients referred from specialty care had significantly longer pre-diagnosis interval (median difference = 7.7 months) and Interval #1 (median difference = 6.4 months) compared to those referred from primary care. CONCLUSION A long pre-diagnosis interval was observed among patients with ARDs (especially axSpA), due largely to a long interval between symptom onset and the first visit to healthcare professionals. This highlights the importance of interventions targeting patients prior to their first visit to healthcare professionals in reducing pre-diagnosis interval.
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Affiliation(s)
- Ling Xiang
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Duke-NUS Medical School, Singapore
| | - Ying Ying Leung
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Duke-NUS Medical School, Singapore
| | - Warren Fong
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Duke-NUS Medical School, Singapore
| | - Mihir Gandhi
- Health Services and Systems Research, Duke-NUS Medical School, Singapore.,Biostatistics, Singapore Clinical Research Institute.,Tampere Center for Child Health Research, Tampere University, Tampere, Finland
| | - Sungwon Yoon
- Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | - Tang Ching Lau
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Department of Medicine, National University Hospital, Singapore
| | - Dow Rhoon Koh
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Department of Medicine, National University Hospital, Singapore
| | - Julian Thumboo
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Duke-NUS Medical School, Singapore
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13
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Santosa A, Xu C, Arkachaisri T, Kong KO, Lateef A, Lee TH, Leong KH, Low AHL, Sriranganathan MK, Tan TC, Teng GG, Thong BYH, Fong W, Lahiri M. Recommendations for COVID-19 vaccination in people with rheumatic disease: Developed by the Singapore Chapter of Rheumatologists. Int J Rheum Dis 2021; 24:746-757. [PMID: 33973379 PMCID: PMC8207070 DOI: 10.1111/1756-185x.14107] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 03/07/2021] [Indexed: 12/20/2022]
Abstract
Aim People with rheumatic diseases (PRD) remain vulnerable in the era of the COVID‐19 pandemic. We formulated recommendations to meet the urgent need for a consensus for vaccination against SARS‐CoV‐2 in PRD. Methods Systematic literature reviews were performed to evaluate: (a) outcomes in PRD with COVID‐19; (b) efficacy, immunogenicity and safety of COVID‐19 vaccination; and (c) published guidelines/recommendations for non‐live, non‐COVID‐19 vaccinations in PRD. Recommendations were formulated based on the evidence and expert opinion according to the Grading of Recommendations Assessment, Development and Evaluation methodology. Results The consensus comprises 2 overarching principles and 7 recommendations. Vaccination against SARS‐CoV‐2 in PRD should be aligned with prevailing national policy and should be individualized through shared decision between the healthcare provider and patient. We strongly recommend that eligible PRD and household contacts be vaccinated against SARS‐CoV‐2. We conditionally recommended that the COVID‐19 vaccine be administered during quiescent disease if possible. Immunomodulatory drugs, other than rituximab, can be continued alongside vaccination. We conditionally recommend that the COVID‐19 vaccine be administered prior to commencing rituximab if possible. For patients on rituximab, the vaccine should be administered a minimum of 6 months after the last dose and/or 4 weeks prior to the next dose of rituximab. Post‐vaccination antibody titers against SARS‐CoV‐2 need not be measured. Any of the approved COVID‐19 vaccines may be used, with no particular preference. Conclusion These recommendations provide guidance for COVID‐19 vaccination in PRD. Most recommendations in this consensus are conditional, reflecting a lack of evidence or low‐level evidence.
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Affiliation(s)
- Amelia Santosa
- Division of Rheumatology, Department of Medicine, National University Hospital, Singapore, Singapore.,Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Chuanhui Xu
- Department of Rheumatology, Allergy and Immunology, Tan Tock Seng Hospital, Singapore, Singapore
| | - Thaschawee Arkachaisri
- Rheumatology and Immunology Service, Department of Paediatric Subspecialties, KK Women's and Children's Hospital, Singapore, Singapore
| | - Kok Ooi Kong
- Department of Rheumatology, Allergy and Immunology, Tan Tock Seng Hospital, Singapore, Singapore
| | - Aisha Lateef
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Department of Medicine, Woodlands Health Campus, Singapore, Singapore
| | - Tau Hong Lee
- National Centre for Infectious Diseases, Singapore, Singapore
| | - Keng Hong Leong
- Leong Keng Hong Arthritis and Medical Clinic, Singapore, Singapore
| | - Andrea Hsiu Ling Low
- Department of Rheumatology & Immunology, Singapore General Hospital, Singapore, Singapore
| | | | - Teck Choon Tan
- Division of Rheumatology, Department of Medicine, Khoo Teck Puat Hospital, Singapore, Singapore
| | - Gim Gee Teng
- Division of Rheumatology, Department of Medicine, National University Hospital, Singapore, Singapore.,Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Bernard Yu-Hor Thong
- Department of Rheumatology, Allergy and Immunology, Tan Tock Seng Hospital, Singapore, Singapore
| | - Warren Fong
- Department of Rheumatology & Immunology, Singapore General Hospital, Singapore, Singapore
| | - Manjari Lahiri
- Division of Rheumatology, Department of Medicine, National University Hospital, Singapore, Singapore.,Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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14
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Tan TC, Chong TKY, Low AHL, Leung YY. Microbiome and osteoarthritis: New insights from animal and human studies. Int J Rheum Dis 2021; 24:984-1003. [PMID: 33961348 DOI: 10.1111/1756-185x.14123] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Revised: 03/15/2021] [Accepted: 04/10/2021] [Indexed: 01/08/2023]
Abstract
Osteoarthritis (OA) is a common cause of disability, especially among the elderly. With an ageing and increasingly obese population, OA will become more prevalent. Obesity and metabolic syndrome are risk factors for OA and have been implicated in its pathogenesis. The gut microbiome may shed light on this possible common pathogenesis. Recent animal and human studies have gained important insights into the relationship between OA, obesity, and the gut microbiome. Animal studies have demonstrated links between obesity and increased severity of OA and altered gut microbial DNA profile. Use of prebiotics and probiotics in animal trials provides proof-of-concept that interventional options to the gut microbiome can modulate the progression of OA favorably. Current evidence in human studies is limited. Shifts in gut microbial profile and reduced gut microbial diversity have been associated with people with OA, as well as blood and synovial fluid lipopolysaccharide endotoxemia. Linkages between microbiome dysbiosis and host responses may help in the understanding of OA pathogenesis and the discovery of therapeutic targets. This narrative review provides a summary of up-to-date animal and human studies on the gut microbiome and its link with OA.
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Affiliation(s)
- Tze Chin Tan
- Department of Rheumatology & Immunology, Singapore General Hospital, Singapore City, Singapore.,Duke-NUS Medical School, Singapore City, Singapore
| | - Timothy Kit Yeong Chong
- Department of Rheumatology & Immunology, Singapore General Hospital, Singapore City, Singapore
| | - Andrea Hsiu Ling Low
- Department of Rheumatology & Immunology, Singapore General Hospital, Singapore City, Singapore.,Duke-NUS Medical School, Singapore City, Singapore
| | - Ying Ying Leung
- Department of Rheumatology & Immunology, Singapore General Hospital, Singapore City, Singapore.,Duke-NUS Medical School, Singapore City, Singapore
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15
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Abstract
Systemic sclerosis (SSc) is characterized by immune dysregulation, vasculopathy, and fibrosis of multiple organs. The gastrointestinal (GI) tract is the most common internal organ manifestation, which contributes to significant morbidity and mortality in patients with SSc. Emerging reports have identified unique microbial taxa alterations in the GI microbiome of patients with SSc as compared to healthy controls (HC). These taxa alterations include differences at the phyla (e.g., Bacteroidetes) and genera (e.g., Bacteroides, Clostridium, Faecalibacterium, and Lactobacillus) level. In addition, some genera have been associated with more severe GI symptoms (e.g., Prevotella and Akkermansia). This review summarizes the current evidence on factors influencing the GI microbiome, GI microbiome alterations in SSc as compared to HC, and in SSc subgroups according to disease manifestations. Current exploration in therapeutic interventions that target the GI microbiome is discussed.
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Affiliation(s)
- Tze Chin Tan
- Department of Rheumatology & Immunology, Singapore General Hospital, Singapore; Duke-NUS Medical School, Singapore.
| | - Maria Noviani
- Department of Rheumatology & Immunology, Singapore General Hospital, Singapore; Duke-NUS Medical School, Singapore.
| | - Ying Ying Leung
- Department of Rheumatology & Immunology, Singapore General Hospital, Singapore; Duke-NUS Medical School, Singapore.
| | - Andrea Hsiu Ling Low
- Department of Rheumatology & Immunology, Singapore General Hospital, Singapore; Duke-NUS Medical School, Singapore.
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16
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Xiang L, Low AHL, Leung YY, Fong W, Gandhi M, Xin X, Uy EJ, Sparks JA, Karlson EW, Thumboo J. Improving sensitivity of the connective tissue disease screening questionnaire: A comparative study of various scoring methods. Lupus 2020; 30:35-44. [PMID: 33092467 DOI: 10.1177/0961203320966378] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
OBJECTIVES Early detection of autoimmune rheumatic diseases is crucial given their high morbidity and mortality and short window of opportunity to improve patient outcomes. Self-administered screening questionnaires such as the connective tissue disease screening questionnaire (CSQ) have been shown to promote early detection of autoimmune rheumatic diseases. However, optimal scoring of screening questionnaires may differ with prevalence of clinical features and changes in classification criteria. We compared the performance of 3 scoring methods for the CSQ for early detection of autoimmune rheumatic diseases in a multi-ethnic Asian population. METHODS Patients who were newly referred for evaluation of possible autoimmune rheumatic diseases were invited to answer the cross-culturally adapted CSQ. Detection of autoimmune rheumatic diseases using 1) the original CSQ scoring, 2) a modified CSQ scoring and 3) a scoring based on current classification criteria, were compared to classification of autoimmune rheumatic diseases by classification criteria. RESULTS Of 819 participants, 85 were classified as having autoimmune rheumatic diseases screened for by the adapted CSQ. The original CSQ scoring yielded relatively lower sensitivities in detecting both any and individual autoimmune rheumatic diseases (67% and 20-57%, respectively) compared to the modified CSQ scoring (81% and 60-73%, respectively) and the scoring based on current classification criteria (89% and 50-88%, respectively). CONCLUSION The adapted CSQ with the classification criteria-based scoring achieved relatively high sensitivities in detecting autoimmune rheumatic diseases, suggesting this could be employed as the first step in population screening.
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Affiliation(s)
- Ling Xiang
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Duke-NUS Medical School, Singapore, Singapore
| | - Ying Ying Leung
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Duke-NUS Medical School, Singapore, Singapore
| | - Warren Fong
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Duke-NUS Medical School, Singapore, Singapore
| | - Mihir Gandhi
- Biostatistics, Singapore Clinical Research Institute, Singapore, Singapore.,Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore
| | - Xiaohui Xin
- Academic Clinical Program for Medicine, Singapore General Hospital, Singapore, Singapore
| | - Elenore Jb Uy
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore
| | - Jeffrey A Sparks
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.,Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Elizabeth W Karlson
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.,Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Julian Thumboo
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Duke-NUS Medical School, Singapore, Singapore
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17
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Paleja B, Low AHL, Kumar P, Saidin S, Lajam A, Nur Hazirah S, Chua C, Li Yun L, Albani S. Systemic Sclerosis Perturbs the Architecture of the Immunome. Front Immunol 2020; 11:1602. [PMID: 32849542 PMCID: PMC7423974 DOI: 10.3389/fimmu.2020.01602] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 06/16/2020] [Indexed: 11/13/2022] Open
Abstract
Systemic sclerosis (SSc) is an autoimmune disease characterized by excessive fibrosis of skin and internal organs, and vascular dysfunction. Association of T and B cell subsets has been reported in SSc; however, there is lack of systematic studies of functional relations between immune cell subsets in this disease. This lack of mechanistic knowledge hampers targeted intervention. In the current study we sought to determine differential immune cell composition and their interactions in peripheral blood of SSc patients. Mononuclear cells from blood of SSc patients (n = 20) and healthy controls (n = 10) were analyzed by mass cytometry using a 36-marker (cell surface and intracellular) panel. Transcriptome analysis (m-RNA sequencing) was performed on sorted T and B cell subsets. Unsupervised clustering analysis revealed significant differences in the frequencies of T and B cell subsets in patients. Correlation network analysis highlighted an overall dysregulated immune architecture coupled with domination of inflammatory senescent T cell modules in SSc patients. Transcriptome analysis of sorted immune cells revealed an activated phenotype of CD4 and mucosal associated invariant T (MAIT) cells in patients, accompanied by increased expression of inhibitory molecules, reminiscent of phenotype exhibited by functionally adapted, exhausted T cells in response to chronic stimulation. Overall, this study provides an in-depth analysis of the systemic immunome in SSc, highlighting the potential pathogenic role of inflammation and chronic stimulation-mediated “functional adaptation” of immune cells.
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Affiliation(s)
- Bhairav Paleja
- Translational Immunology Institute, Singhealth/Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore.,Duke-NUS Medical School, Singapore, Singapore
| | - Pavanish Kumar
- Translational Immunology Institute, Singhealth/Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Suzan Saidin
- Translational Immunology Institute, Singhealth/Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Ahmad Lajam
- Translational Immunology Institute, Singhealth/Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Sharifah Nur Hazirah
- Translational Immunology Institute, Singhealth/Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Camillus Chua
- Translational Immunology Institute, Singhealth/Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Lai Li Yun
- Translational Immunology Institute, Singhealth/Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Salvatore Albani
- Translational Immunology Institute, Singhealth/Duke-NUS Academic Medical Centre, Singapore, Singapore
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18
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Xiang L, Teo EPS, Low AHL, Leung YY, Fong W, Xin X, Gandhi M, Kwan YH, Uy EJB, Hamilton L, Thumboo J. Cross‐cultural adaptation of the Hamilton axial spondyloarthritis questionnaire and development of a Chinese version in a multi‐ethnic Asian population. Int J Rheum Dis 2019; 22:1652-1660. [DOI: 10.1111/1756-185x.13645] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 05/18/2019] [Accepted: 05/31/2019] [Indexed: 12/01/2022]
Affiliation(s)
- Ling Xiang
- Department of Rheumatology and Immunology Singapore General Hospital Singapore City Singapore
| | - Edmund Pek Siang Teo
- Health Services Research Unit Singapore General Hospital Singapore City Singapore
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology Singapore General Hospital Singapore City Singapore
- Duke‐NUS Medical School Singapore City Singapore
- Yong Loo Lin School of Medicine National University of Singapore Singapore City Singapore
| | - Ying Ying Leung
- Department of Rheumatology and Immunology Singapore General Hospital Singapore City Singapore
- Duke‐NUS Medical School Singapore City Singapore
- Yong Loo Lin School of Medicine National University of Singapore Singapore City Singapore
| | - Warren Fong
- Department of Rheumatology and Immunology Singapore General Hospital Singapore City Singapore
- Duke‐NUS Medical School Singapore City Singapore
- Yong Loo Lin School of Medicine National University of Singapore Singapore City Singapore
| | - Xiaohui Xin
- Academic Clinical Program for Medicine Singapore General Hospital Singapore City Singapore
| | - Mihir Gandhi
- Biostatistics, Singapore Clinical Research Institute Singapore City Singapore
- Centre for Quantitative Medicine Duke‐NUS Medical School Singapore City Singapore
| | - Yu Heng Kwan
- Duke‐NUS Medical School Singapore City Singapore
| | - Elenore J. B. Uy
- Department of Rheumatology and Immunology Singapore General Hospital Singapore City Singapore
| | - Louise Hamilton
- Department of Rheumatology Norfolk and Norwich University Hospitals NHS Foundation Trust Norwich UK
| | - Julian Thumboo
- Department of Rheumatology and Immunology Singapore General Hospital Singapore City Singapore
- Duke‐NUS Medical School Singapore City Singapore
- Yong Loo Lin School of Medicine National University of Singapore Singapore City Singapore
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19
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Low AHL, Teng GG, Pettersson S, de Sessions PF, Ho EXP, Fan Q, Chu CW, Law AHN, Santosa A, Lim AYN, Wang YT, Haaland B, Thumboo J. A double-blind randomized placebo-controlled trial of probiotics in systemic sclerosis associated gastrointestinal disease. Semin Arthritis Rheum 2019; 49:411-419. [PMID: 31208714 DOI: 10.1016/j.semarthrit.2019.05.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 05/07/2019] [Accepted: 05/20/2019] [Indexed: 02/06/2023]
Abstract
OBJECTIVE Assess whether treatment with probiotics improve gastrointestinal symptoms in patients with systemic sclerosis (SSc). METHODS In this double-blind randomized placebo-controlled parallel-group phase II trial, SSc subjects with total score ≥ 0.1 on a validated SSc-specific gastrointestinal tract (GIT) questionnaire were randomized (1:1) to receive 60 days of high dose multi-strain probiotics (Vivomixx® 1800 billion units/day) or identical placebo, followed by an additional 60 days of probiotics in both groups. Between group differences in GIT score change were assessed after 60 days (primary outcome, time-point T1) and 120 days (secondary outcome, time-point, T2) by an intention-to-treat approach. Stool samples at three time-points were subjected to 16S next generation sequencing. RESULTS Forty subjects were randomized to placebo-probiotics (n = 21) or probiotics-probiotics (n = 19). At T1, no significant improvement was observed between the two groups, reported as mean ± SE for total GIT score (placebo 0.14 ± 0.06 versus probiotics 0.13 ± 0.07; p = 0.85) or its subdomains. At T2, whilst there was no significant improvement in total GIT score (placebo-probiotics -0.05±0.06; probiotics-probiotics -0.18 ± 0.07; p = 0.14), there was significant improvement of GIT-reflux in the probiotic group (-0.22 ± 0.05 versus placebo-probiotics 0.05 ± 0.07; p = 0.004). Subjects on probiotics exhibited increasing stool microbiota alpha diversity compared to the placebo-probiotics group. Adverse events (AEs) were mild, with similar proportion of subjects with AEs and serious AEs in both groups. CONCLUSION Whilst there was no clear improvement in overall GI symptoms after 60 days, we observed significantly improved GI reflux after 120 days of probiotics. The trial confirmed safety of multi-strain probiotics in SSc patients. TRIAL REGISTRATION Clinicaltrials.gov; NCT01804959.
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Affiliation(s)
- Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology, Singapore General Hospital, The Academia, Level 4, 20 College Road 169856, Singapore; Duke-National University of Singapore Medical School, 8 College Road 169857, Singapore.
| | - Gim Gee Teng
- Division of Rheumatology, National University Hospital, National University Health System, 5 Lower Kent Ridge Road 119074, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, 1E Kent Ridge Road 119228, Singapore
| | - Sven Pettersson
- Lee Kong Chian School of Medicine, Nanyang Technological University, 59 Nanyang Drive, Experimental Medicine Building 636921, Singapore; Singapore Centre for Environmental Life Sciences Engineering Microbiome Centre, Nanyang Technological University, 60 Nanyang Drive 637551, Singapore
| | - Paola Florez de Sessions
- Genome Institute of Singapore, Agency for Science, Technology and Research, 60 Biopolis Street 138672, Singapore
| | - Eliza Xin Pei Ho
- Genome Institute of Singapore, Agency for Science, Technology and Research, 60 Biopolis Street 138672, Singapore
| | - Qiao Fan
- Centre for Quantitative Medicine, Duke-NUS Medical School, 8 College Road 169857, Singapore
| | - Collins Wenhan Chu
- Genome Institute of Singapore, Agency for Science, Technology and Research, 60 Biopolis Street 138672, Singapore
| | - Annie Hui Nee Law
- Department of Rheumatology and Immunology, Singapore General Hospital, The Academia, Level 4, 20 College Road 169856, Singapore
| | - Amelia Santosa
- Division of Rheumatology, National University Hospital, National University Health System, 5 Lower Kent Ridge Road 119074, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, 1E Kent Ridge Road 119228, Singapore
| | - Anita Yee Nah Lim
- Division of Rheumatology, National University Hospital, National University Health System, 5 Lower Kent Ridge Road 119074, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, 1E Kent Ridge Road 119228, Singapore
| | - Yu Tien Wang
- Gastroenterology and Hepatology, Singapore General Hospital, 20 College Road Singapore 169856
| | - Benjamin Haaland
- Centre for Quantitative Medicine, Duke-NUS Medical School, 8 College Road 169857, Singapore
| | - Julian Thumboo
- Department of Rheumatology and Immunology, Singapore General Hospital, The Academia, Level 4, 20 College Road 169856, Singapore; Duke-National University of Singapore Medical School, 8 College Road 169857, Singapore
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20
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Xiang L, Teo EPS, Low AHL, Leung YY, Fong W, Xin X, Gandhi M, Kwan YH, Uy EJB, Sparks JA, Karlson EW, Thumboo J. Cross-cultural adaptation of the connective tissue disease screening questionnaire and development of a Chinese version in a multi-ethnic Asian population. Clin Rheumatol 2019; 38:2383-2397. [DOI: 10.1007/s10067-019-04567-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 03/28/2019] [Accepted: 04/15/2019] [Indexed: 01/10/2023]
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21
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Santosa A, Tan CS, Teng GG, Fong W, Lim A, Law WG, Chan G, Ng SC, Low AHL. Lung and gastrointestinal complications are leading causes of death in SCORE, a multi-ethnic Singapore systemic sclerosis cohort. Scand J Rheumatol 2016; 45:499-506. [DOI: 10.3109/03009742.2016.1153141] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- A Santosa
- Division of Rheumatology, University Medicine Cluster, National University Health System, Singapore, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - CS Tan
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - GG Teng
- Division of Rheumatology, University Medicine Cluster, National University Health System, Singapore, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - W Fong
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore
| | - A Lim
- Division of Rheumatology, University Medicine Cluster, National University Health System, Singapore, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - WG Law
- Department of Rheumatology, Allergy and Immunology, Tan Tock Seng Hospital, Singapore, Singapore
| | - G Chan
- Department of Rheumatology, Allergy and Immunology, Tan Tock Seng Hospital, Singapore, Singapore
| | - SC Ng
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore
- Duke-National University of Singapore, Graduate Medical School, Singapore, Singapore
| | - AHL Low
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore
- Duke-National University of Singapore, Graduate Medical School, Singapore, Singapore
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Ng X, Low AHL, Thumboo J. Comparison of the Charlson Comorbidity Index derived from self-report and medical record review in Asian patients with rheumatic diseases. Rheumatol Int 2015; 35:2005-11. [PMID: 26059942 DOI: 10.1007/s00296-015-3296-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2015] [Accepted: 05/18/2015] [Indexed: 12/19/2022]
Abstract
The aim of the study was to compare the agreement between self-report Charlson Comorbidity Index (SR-CCI) and the medical record-based CCI (MR-CCI) and to examine the impact of both instruments on health-related quality of life (HRQoL) amongst Asian patients with rheumatic diseases. This cross-sectional study surveyed a convenience sample of patients seen at rheumatology specialty outpatient clinics. Patients completed the SR-CCI and Short Form 36, while two research assistants completed the MR-CCI. Item-level agreement between the SR-CCI and MR-CCI was evaluated using kappa coefficients. Adjusted linear regression models evaluated the independent effect of the SR-CCI/MR-CCI on HRQoL. The study included 301 patients (median age 51, range 21-79, 61.5 % female, 68.8 % Chinese, 17.6 % Indian, 6.0 % Malay). Kappa statistics for cerebrovascular disease (0.433), chronic pulmonary disease (0.509), connective tissue disease/rheumatoid arthritis (0.506), ulcer disease (0.461), and tumour (0.541) reflected moderate agreement between the SR-CCI and MR-CCI (all p < 0.0001). There was substantial agreement in the reporting of diabetes (0.764, p < 0.0001) but poor/fair agreement for that of myocardial infarction (0.359, p < 0.0001) and diabetes with end-organ damage (0.189, p = 0.0002). Increases in SR-CCI were associated with significant reductions in both physical (β coefficient -2.56, p < 0.0001) and mental HRQoL (β coefficient -1.24, p = 0.044). However, such associations were not observed with the MR-CCI. The SR-CCI demonstrated moderate concordance with the MR-CCI, and the SR-CCI but not MR-CCI scores were associated with lower HRQoL. Assessment of comorbidities amongst rheumatology patients remains complex, and more efficient methods of quantifying these conditions are needed for clinical and research purposes.
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Affiliation(s)
- Xinyi Ng
- Department of Pharmaceutical Health Services Research, University of Maryland Baltimore, Baltimore, MD, USA
| | - Andrea Hsiu Ling Low
- Department of Rheumatology and Immunology, Singapore General Hospital, The Academia, 20 College Road, Singapore, Singapore
- Duke-NUS Graduate Medical School, Singapore, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Julian Thumboo
- Department of Rheumatology and Immunology, Singapore General Hospital, The Academia, 20 College Road, Singapore, Singapore.
- Duke-NUS Graduate Medical School, Singapore, Singapore.
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
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Ng X, Low AHL, Chew LC, Chong YY, Fong KY, Lui NL, Sim E, Tan YK, Yoong J, Thumboo J. Disease patterns of rheumatology outpatients seen in a tertiary hospital serving a multi-ethnic, urban Asian population in Singapore. Int J Rheum Dis 2012; 16:273-8. [PMID: 23981747 DOI: 10.1111/1756-185x.12016] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
AIMS To describe the spectrum of diseases seen in an outpatient setting in the Singapore General Hospital, the largest tertiary referral centre in Singapore. METHODS In this cross-sectional study, medical records of patients scheduled for an appointment at the rheumatology specialist outpatient clinics over a 4-month period (10 August 2010-31 December 2010) were reviewed. Primary diagnoses documented by the attending physician at the latest visit were recorded. RESULTS Among 4180 patients (29.5% male; mean [SD] age: 53.5 [15.1] years; 77.0% Chinese, 8.0% Malay, 8.8% Indian and 6.2% others), the spectrum of diseases seen was as follows [disease - definite n (%), probable n (%)]: Arthritis: rheumatoid arthritis - 958 (22.9%), 68 (1.6%); osteoarthritis - 452 (10.8%), 39 (0.9%); crystal arthritis - 417 (10.0%), 18 (0.4%); spondyloarthritis - 227 (5.4%), 61 (1.5%); psoriatic arthritis - 158 (3.8%), 9 (0.2%); other inflammatory arthritis - 153 (3.7%), 94 (2.2%); Connective tissues diseases: systemic lupus erythematosus - 412 (9.9%), 26 (0.6%); vasculitis - 105 (2.5%), 22 (0.5%); Sjögren's syndrome - 81 (1.9%), 32 (0.8%); overlap syndromes - 73 (1.8%); scleroderma - 50 (1.2%), 4 (0.1%); undifferentiated connective tissue diseases - 45 (1.1%), 106 (2.5%); myositis - 41 (1.0%), 12 (0.3%); antiphospholipid syndrome - 22 (0.5%), 7 (0.2%); polymyalgia rheumatica - 16 (0.4%); Others: soft tissue rheumatism - 155 (3.7%); osteoporosis - 61 (1.5%); other non-rheumatologic conditions - 189 (4.5%); other rheumatologic conditions - 67 (1.6%). CONCLUSION Rheumatoid arthritis, osteoarthritis and crystal arthritis were the three most common rheumatological diseases seen in a tertiary referral centre serving a multi-ethnic urban Asian population in Singapore.
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Affiliation(s)
- Xinyi Ng
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore
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Low AHL, Su JW, Sin KYK, Fong KY, Thumboo J. Cogan's syndrome with recurrent carotid and aortic aneurysms: a potentially fatal disorder mimicking Marfan syndrome. Scand J Rheumatol 2009; 36:71-3. [PMID: 17454940 DOI: 10.1080/03009740600907923] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Cogan's syndrome (CS) is a rare multisystemic disease characterized by vestibuloauditory dysfunction, inflammatory eye disease and vasculitis. Aortic aneurysms due to aortitis are under-recognized in CS, and are potentially fatal, with two of eight reported cases dying from aneurysm/arterial rupture. The presence of aneurysms was not recognized antemortem in both cases, highlighting the importance of early detection to prevent this potentially fatal outcome. We report a 17-year-old Chinese male with recurrent carotid and aortic aneurysms, bilateral sensorineural hearing loss, and recurrent scleritis who was initially thought to have Marfan syndrome. The diagnosis of CS was made 4.5 years after initial presentation, during which time recurrent aneurysms due to active aortitis (with aneurysmal rupture on one occasion) necessitated four surgical procedures. Treatment with methotrexate and corticosteroids resulted in no recurrence of aneurysms over 2 years of follow-up. This case illustrates (i) the challenges in diagnosing CS when various manifestations occur separately over a relatively long time period, (ii) that detection of aortic aneurysms in young patients, especially if recurrent, should prompt investigations for vasculitis/aortitis to prevent potentially fatal aneurysm rupture, and (iii) that methotrexate and high-dose corticosteroids may be effective in preventing development of further aneurysms in CS patients.
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Affiliation(s)
- A H L Low
- Department of Rheumatology and Immunology, Singapore General Hospital, Outram Road, Singapore 169608. andrea.low.h.l.@singhealth.com.sg
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Su JW, Low AHL, Tay KH, Sebastian MG, Thumboo J, Sin KYK. Recurrent aortic aneurysms following thoracic aortic stent-graft repair in a patient with Cogan syndrome. J Endovasc Ther 2007; 13:779-82. [PMID: 17154705 DOI: 10.1583/06-1822mr.1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
PURPOSE To report the need for multiple surgical interventions to treat recurrent aortic aneurysms in a patient with Cogan syndrome. CASE REPORT A 17-year-old Chinese man with clinical Marfanoid features had a left common carotid artery pseudoaneurysm electively repaired with an autologous saphenous vein graft. Four months later, he presented with acute chest pain. Computed tomography (CT) revealed a 1-cm pseudoaneurysm at the mid descending aorta; a 24 x 100-mm Talent stent-graft was implanted to exclude the pseudoaneurysm. He was also found to have increasing left-sided hearing loss. A month later, the patient was re-admitted with vertigo and keratitis, which were treated appropriately. Nine months following stent-graft insertion, he was admitted with acute hemoptysis. Urgent CT showed a rupture at the proximal end of the stent-graft, with hemorrhage into the lung parenchyma. In an emergent procedure, the stent-graft was removed, and the descending thoracic aorta was repaired. Intraoperatively, a large pseudoaneurysm was found arising from the proximal part of the stented aorta, which appeared thickened. His postoperative recovery was uneventful. Nine months after the thoracotomy, a routine CT revealed an aneurysm at the distal descending thoracic aorta. On re-thoracotomy, a de novo saccular aneurysm was found 2.5 cm from the distal anastomosis. The affected segment was replaced with a Dacron graft. The distal aorta appeared thickened and edematous; histology confirmed aortitis. The patient was subsequently diagnosed with Cogan syndrome and given corticosteroids and methotrexate. There is no evidence of recurrence at nearly 2 years after the last intervention. CONCLUSION This case highlights the pitfalls of stent-graft repair in a patient with presumed connective tissue disease.
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Affiliation(s)
- Jang Wen Su
- Department of Cardiothoracic Surgery, National Heart Centre, 17 Third Hospital Avenue, Singapore 168752.
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