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Al-Ewaidat OA, Naffaa MM. Stroke risk in rheumatoid arthritis patients: exploring connections and implications for patient care. Clin Exp Med 2024; 24:30. [PMID: 38294723 PMCID: PMC10830780 DOI: 10.1007/s10238-023-01288-7] [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: 09/17/2023] [Accepted: 11/04/2023] [Indexed: 02/01/2024]
Abstract
Rheumatoid arthritis (RA) can independently increase the risk of stroke, affecting both young and adult RA patients. Recent attention has been drawn to the association between stroke and RA, supported by mounting evidence. Given that stroke is a significant and an urgent public health concern, this review aims to highlight the relationship between stroke and RA, covering mechanisms, underlying risk factors, early detection tools, and treatment implications. By uncovering the connection that links RA to stroke, we can pave the way for targeted healthcare practices and the development of preventive strategies for individuals with RA. Therefore, further research is imperative to deepen our understanding of this association and, ideally, guide treatment decisions for individuals at risk of both RA and stroke.
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Affiliation(s)
- Ola A Al-Ewaidat
- Department of Internal Medicine, Ascension Saint Francis Hospital, Evanston, IL, 60202, USA
| | - Moawiah M Naffaa
- Department of Psychology and Neuroscience, Duke University, Durham, NC, 27708, USA.
- Department of Cell Biology, Duke University School of Medicine, Durham, NC, 27710, USA.
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2
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Chen SF, Yeh FC, Chen CY, Chang HY. Tailored therapeutic decision of rheumatoid arthritis using proteomic strategies: how to start and when to stop? Clin Proteomics 2023; 20:22. [PMID: 37301840 DOI: 10.1186/s12014-023-09411-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 05/23/2023] [Indexed: 06/12/2023] Open
Abstract
Unpredictable treatment responses have been an obstacle for the successful management of rheumatoid arthritis. Although numerous serum proteins have been proposed, there is a lack of integrative survey to compare their relevance in predicting treatment outcomes in rheumatoid arthritis. Also, little is known about their applications in various treatment stages, such as dose modification, drug switching or withdrawal. Here we present an in-depth exploration of the potential usefulness of serum proteins in clinical decision-making and unveil the spectrum of immunopathology underlying responders to different drugs. Patients with robust autoimmunity and inflammation are more responsive to biological treatments and prone to relapse during treatment de-escalation. Moreover, the concentration changes of serum proteins at the beginning of the treatments possibly assist early recognition of treatment responders. With a better understanding of the relationship between the serum proteome and treatment responses, personalized medicine in rheumatoid arthritis will be more achievable in the near future.
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Affiliation(s)
- Shuo-Fu Chen
- Department of Heavy Particles & Radiation Oncology, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Fu-Chiang Yeh
- Division of Rheumatology, Immunology and Allergy, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Ching-Yun Chen
- Department of Biomedical Sciences and Engineering, Institute of Biomedical Engineering and Nanomedicine, National Central University, Taoyuan, Taiwan
- Institute of Biomedical Engineering and Nanomedicine, National Health Research Institutes, Miaoli, Taiwan
| | - Hui-Yin Chang
- Department of Biomedical Sciences and Engineering, Institute of Systems Biology and Bioinformatics, National Central University, No. 300, Zhongda Rd., Zhongli District, Taoyuan, 320317, Taiwan.
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3
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Frade-Sosa B, Ponce A, Ruiz-Esquide V, García-Yébenes MJ, Morlá R, Sapena N, Ramirez J, Azuaga AB, Sarmiento JC, Cañete JD, Gomez-Puerta JA, Sanmarti R. High Sensitivity C Reactive Protein in Patients with Rheumatoid Arthritis Treated with Antibodies against IL-6 or Jak Inhibitors: A Clinical and Ultrasonographic Study. Diagnostics (Basel) 2022; 12:diagnostics12010182. [PMID: 35054349 PMCID: PMC8774492 DOI: 10.3390/diagnostics12010182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 12/21/2021] [Accepted: 12/31/2021] [Indexed: 11/16/2022] Open
Abstract
Background: We examined whether high-sensitivity CRP (hsCRP) reflected the inflammatory disease status evaluated by clinical and ultrasound (US) parameters in RA patients receiving IL-6 receptor antibodies (anti-IL-6R) or JAK inhibitors (JAKi). Methods: We conducted a cross-sectional study of patients with established RA receiving anti-IL-6R (tocilizumab, sarilumab) or JAKi (tofacitinib, baricitinib). Serum hsCRP and US synovitis in both hands were measured. Associations between hsCRP and clinical inflammatory activity were evaluated using composite activity indices. The association between hsCRP and US synovitis was analyzed. Results: 63 (92% female) patients (42 anti- IL-6R and 21 JAKi) were included, and the median disease duration was 14.4 (0.2–37.5) years. Most patients were in remission or had low levels of disease. Overall hsCRP values were very low, and significantly lower in anti-IL-6R patients (median 0.04 mg/dL vs. 0.16 mg/dL). Anti-IL-6R (82.4%) patients and 48% of JAKi patients had very low hsCRP levels (≤0.1 mg/dL) (p = 0.002). In the anti-IL-6R group, hsCRP did not correlate with the composite activity index or US synovitis. In the JAKi group, hsCRP moderately correlated with US parameters (r = 0.5) but not clinical disease activity, and hsCRP levels were higher in patients with US synovitis (0.02 vs. 0.42 mg/dL) (p = 0.001). Conclusion: In anti-IL-6R RA-treated patients, hsCRP does not reflect the inflammatory disease state, but in those treated with JAKi, hsCRP was associated with US synovitis.
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Affiliation(s)
- Beatriz Frade-Sosa
- Department of Rheumatology, Hospital Clinic of Barcelona, 08036 Barcelona, Spain; (B.F.-S.); (A.P.); (V.R.-E.); (R.M.); (N.S.); (J.R.); (A.B.A.); (J.C.S.); (J.D.C.); (J.A.G.-P.)
| | - Andrés Ponce
- Department of Rheumatology, Hospital Clinic of Barcelona, 08036 Barcelona, Spain; (B.F.-S.); (A.P.); (V.R.-E.); (R.M.); (N.S.); (J.R.); (A.B.A.); (J.C.S.); (J.D.C.); (J.A.G.-P.)
| | - Virginia Ruiz-Esquide
- Department of Rheumatology, Hospital Clinic of Barcelona, 08036 Barcelona, Spain; (B.F.-S.); (A.P.); (V.R.-E.); (R.M.); (N.S.); (J.R.); (A.B.A.); (J.C.S.); (J.D.C.); (J.A.G.-P.)
| | | | - Rosa Morlá
- Department of Rheumatology, Hospital Clinic of Barcelona, 08036 Barcelona, Spain; (B.F.-S.); (A.P.); (V.R.-E.); (R.M.); (N.S.); (J.R.); (A.B.A.); (J.C.S.); (J.D.C.); (J.A.G.-P.)
| | - Nuria Sapena
- Department of Rheumatology, Hospital Clinic of Barcelona, 08036 Barcelona, Spain; (B.F.-S.); (A.P.); (V.R.-E.); (R.M.); (N.S.); (J.R.); (A.B.A.); (J.C.S.); (J.D.C.); (J.A.G.-P.)
| | - Julio Ramirez
- Department of Rheumatology, Hospital Clinic of Barcelona, 08036 Barcelona, Spain; (B.F.-S.); (A.P.); (V.R.-E.); (R.M.); (N.S.); (J.R.); (A.B.A.); (J.C.S.); (J.D.C.); (J.A.G.-P.)
| | - Ana Belen Azuaga
- Department of Rheumatology, Hospital Clinic of Barcelona, 08036 Barcelona, Spain; (B.F.-S.); (A.P.); (V.R.-E.); (R.M.); (N.S.); (J.R.); (A.B.A.); (J.C.S.); (J.D.C.); (J.A.G.-P.)
| | - Juan Camilo Sarmiento
- Department of Rheumatology, Hospital Clinic of Barcelona, 08036 Barcelona, Spain; (B.F.-S.); (A.P.); (V.R.-E.); (R.M.); (N.S.); (J.R.); (A.B.A.); (J.C.S.); (J.D.C.); (J.A.G.-P.)
| | - Juan D. Cañete
- Department of Rheumatology, Hospital Clinic of Barcelona, 08036 Barcelona, Spain; (B.F.-S.); (A.P.); (V.R.-E.); (R.M.); (N.S.); (J.R.); (A.B.A.); (J.C.S.); (J.D.C.); (J.A.G.-P.)
| | - Jose A. Gomez-Puerta
- Department of Rheumatology, Hospital Clinic of Barcelona, 08036 Barcelona, Spain; (B.F.-S.); (A.P.); (V.R.-E.); (R.M.); (N.S.); (J.R.); (A.B.A.); (J.C.S.); (J.D.C.); (J.A.G.-P.)
| | - Raimon Sanmarti
- Department of Rheumatology, Hospital Clinic of Barcelona, 08036 Barcelona, Spain; (B.F.-S.); (A.P.); (V.R.-E.); (R.M.); (N.S.); (J.R.); (A.B.A.); (J.C.S.); (J.D.C.); (J.A.G.-P.)
- Correspondence:
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4
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Vuolteenaho K, Tuure L, Nieminen R, Laasonen L, Leirisalo-Repo M, Moilanen E. Pretreatment resistin levels are associated with erosive disease in early rheumatoid arthritis treated with disease-modifying anti-rheumatic drugs and infliximab. Scand J Rheumatol 2021; 51:180-185. [PMID: 34263700 DOI: 10.1080/03009742.2021.1929456] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Objective: Resistin is an adipocytokine related to insulin resistance and inflammation. We investigated whether resistin is associated with disease activity and inflammation in disease-modifying anti-rheumatic drug (DMARD)-naïve rheumatoid arthritis (RA) patients, whether it has predictive value for radiological disease progression, and whether tumour necrosis factor-α (TNF-α) is involved in these effects.Method: Ninety-nine patients with early, DMARD-naïve RA participated in the NEO-RACo study. Patients were treated for the first 4 weeks with a combination of methotrexate, sulfasalazine, hydroxychloroquine, and prednisolone (FIN-RACo treatment). Thereafter, they were randomized to receive either infliximab or placebo added to the combination for 6 months. Patients were followed for 5 years. Disease activity was evaluated using the Disease Activity Score based on 28-joint count-erythrocyte sedimentation rate, radiographs were scored with the modified Sharp-van der Heijde method, and plasma resistin concentrations were measured by immunoassay. Human THP-1 macrophages were used in the in vitro studies.Results: A high resistin level at baseline was associated with active inflammatory disease and predicted more rapid radiological progression during 5 year follow-up. Adding infliximab to the DMARD combination delayed radiological progression and overcame the poor predictive value of resistin. Resistin increased TNF-α production in human macrophages, indicating a possible connection between resistin and TNF-α.Conclusion: The results suggest that high resistin concentration may be a useful marker to distinguish patients with an increased risk of erosive disease in early active RA, and that adding TNF-α antagonist to the traditional DMARD combination may delay radiological progression of the disease in these patients.The study has been registered at https://www.clinicaltrials.gov (NCT00908089).
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Affiliation(s)
- K Vuolteenaho
- The Immunopharmacology Research Group, Faculty of Medicine and Health Technology, Tampere University and Tampere University Hospital, Tampere, Finland
| | - L Tuure
- The Immunopharmacology Research Group, Faculty of Medicine and Health Technology, Tampere University and Tampere University Hospital, Tampere, Finland
| | - R Nieminen
- The Immunopharmacology Research Group, Faculty of Medicine and Health Technology, Tampere University and Tampere University Hospital, Tampere, Finland
| | - L Laasonen
- Helsinki Medical Imaging Centre, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - M Leirisalo-Repo
- Rheumatology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - E Moilanen
- The Immunopharmacology Research Group, Faculty of Medicine and Health Technology, Tampere University and Tampere University Hospital, Tampere, Finland
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5
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Mezghiche I, Yahia-Cherbal H, Rogge L, Bianchi E. Novel approaches to develop biomarkers predicting treatment responses to TNF-blockers. Expert Rev Clin Immunol 2021; 17:331-354. [PMID: 33622154 DOI: 10.1080/1744666x.2021.1894926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Introduction: Chronic inflammatory diseases (CIDs) cause significant morbidity and are a considerable burden for the patients in terms of pain, impaired function, and diminished quality of life. Important progress in CID treatment has been obtained with biological therapies, such as tumor-necrosis-factor blockers. However, more than a third of the patients fail to respond to these inhibitors and are exposed to the side effects of treatment, without the benefits. Therefore, there is a strong interest in developing tools to predict response of patients to biologics. Areas covered: The authors searched PubMed for recent studies on biomarkers for disease assessment and prediction of therapeutic responses, focusing on the effect of TNF blockers on immune responses in spondyloarthritis (SpA), and other CID, in particular rheumatoid arthritis and inflammatory bowel disease. Conclusions will be drawn about the possible development of predictive biomarkers for response to treatment. Expert opinion: No validated biomarker is currently available to predict treatment response in CID. New insight could be generated through the development of new bioinformatic modeling approaches to combine multidimensional biomarkers that explain the different genetic, immunological and environmental determinants of therapeutic responses.
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Affiliation(s)
- Ikram Mezghiche
- Department of Immunology, Immunoregulation Unit, Institut Pasteur, Paris, France.,Université De Paris, Sorbonne Paris Cité, Paris, France
| | - Hanane Yahia-Cherbal
- Department of Immunology, Immunoregulation Unit, Institut Pasteur, Paris, France.,Fondation AP-HP, Paris, France
| | - Lars Rogge
- Department of Immunology, Immunoregulation Unit, Institut Pasteur, Paris, France.,Unité Mixte AP-HP/Institut Pasteur, Institut Pasteur, Paris, France
| | - Elisabetta Bianchi
- Department of Immunology, Immunoregulation Unit, Institut Pasteur, Paris, France.,Unité Mixte AP-HP/Institut Pasteur, Institut Pasteur, Paris, France
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6
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Curtis JR, Weinblatt ME, Shadick NA, Brahe CH, Østergaard M, Hetland ML, Saevarsdottir S, Horton M, Mabey B, Flake DD, Ben-Shachar R, Sasso EH, Huizinga TW. Validation of the adjusted multi-biomarker disease activity score as a prognostic test for radiographic progression in rheumatoid arthritis: a combined analysis of multiple studies. Arthritis Res Ther 2021; 23:1. [PMID: 33397438 PMCID: PMC7784276 DOI: 10.1186/s13075-020-02389-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 12/09/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The multi-biomarker disease activity (MBDA) test measures 12 serum protein biomarkers to quantify disease activity in RA patients. A newer version of the MBDA score, adjusted for age, sex, and adiposity, has been validated in two cohorts (OPERA and BRASS) for predicting risk for radiographic progression. We now extend these findings with additional cohorts to further validate the adjusted MBDA score as a predictor of radiographic progression risk and compare its performance with that of other risk factors. METHODS Four cohorts were analyzed: the BRASS and Leiden registries and the OPERA and SWEFOT studies (total N = 953). Treatments included conventional DMARDs and anti-TNFs. Associations of radiographic progression (ΔTSS) per year with the adjusted MBDA score, seropositivity, and clinical measures were evaluated using linear and logistic regression. The adjusted MBDA score was (1) validated in Leiden and SWEFOT, (2) compared with other measures in all four cohorts, and (3) used to generate curves for predicting risk of radiographic progression. RESULTS Univariable and bivariable analyses validated the adjusted MBDA score and found it to be the strongest, independent predicator of radiographic progression (ΔTSS > 5) compared with seropositivity (rheumatoid factor and/or anti-CCP), baseline TSS, DAS28-CRP, CRP SJC, or CDAI. Neither DAS28-CRP, CDAI, SJC, nor CRP added significant information to the adjusted MBDA score as a predictor, and the frequency of radiographic progression agreed with the adjusted MBDA score when it was discordant with these measures. The rate of progression (ΔTSS > 5) increased from < 2% in the low (1-29) adjusted MBDA category to 16% in the high (45-100) category. A modeled risk curve indicated that risk increased continuously, exceeding 40% for the highest adjusted MBDA scores. CONCLUSION The adjusted MBDA score was validated as an RA disease activity measure that is prognostic for radiographic progression. The adjusted MBDA score was a stronger predictor of radiographic progression than conventional risk factors, including seropositivity, and its prognostic ability was not significantly improved by the addition of DAS28-CRP, CRP, SJC, or CDAI.
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Affiliation(s)
- Jeffrey R Curtis
- University of Alabama at Birmingham, 510 20th Street S, Birmingham, AL, USA
| | - Michael E Weinblatt
- Divison of Rheumatology, Inflammation and Immunity, Brigham and Women's Hospital, Boston, MA, USA
| | - Nancy A Shadick
- Divison of Rheumatology, Inflammation and Immunity, Brigham and Women's Hospital, Boston, MA, USA
| | - Cecilie H Brahe
- Copenhagen Center for Arthritis Research and DANBIO, Center for Rheumatology and Spine Diseases, Rigshospitalet, Valdemar Hansens vej 17, Glostrup, Denmark.,Department of Clinical Medicine, University of Copenhagen, Blegdamsvej 3B, Copenhagen, Denmark
| | - Mikkel Østergaard
- Copenhagen Center for Arthritis Research and DANBIO, Center for Rheumatology and Spine Diseases, Rigshospitalet, Valdemar Hansens vej 17, Glostrup, Denmark.,Department of Clinical Medicine, University of Copenhagen, Blegdamsvej 3B, Copenhagen, Denmark
| | - Merete Lund Hetland
- Copenhagen Center for Arthritis Research and DANBIO, Center for Rheumatology and Spine Diseases, Rigshospitalet, Valdemar Hansens vej 17, Glostrup, Denmark.,Department of Clinical Medicine, University of Copenhagen, Blegdamsvej 3B, Copenhagen, Denmark
| | - Saedis Saevarsdottir
- Division of Rheumatology and Clinical Epidemiology, Department of Medicine, Solna, Karolinska Institutet, SE-171 77, Stockholm, Sweden.,Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Megan Horton
- Myriad Genetics, Inc., 320 Wakara Way, Salt Lake City, UT, USA
| | - Brent Mabey
- Myriad Genetics, Inc., 320 Wakara Way, Salt Lake City, UT, USA
| | - Darl D Flake
- Myriad Genetics, Inc., 320 Wakara Way, Salt Lake City, UT, USA
| | | | - Eric H Sasso
- Crescendo Bioscience, Inc., 180 Kimball Way, South San Francisco, CA, USA.
| | - T W Huizinga
- Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, Netherlands
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7
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Curtis JR, Xie F, Crowson CS, Sasso EH, Hitraya E, Chin CL, Bamford RD, Ben-Shachar R, Gutin A, Flake DD, Mabey B, Lanchbury JS. Derivation and internal validation of a multi-biomarker-based cardiovascular disease risk prediction score for rheumatoid arthritis patients. Arthritis Res Ther 2020; 22:282. [PMID: 33276814 PMCID: PMC7718706 DOI: 10.1186/s13075-020-02355-0] [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: 08/13/2020] [Accepted: 10/15/2020] [Indexed: 12/17/2022] Open
Abstract
Background Rheumatoid arthritis (RA) patients have increased risk for cardiovascular disease (CVD). Accurate CVD risk prediction could improve care for RA patients. Our goal is to develop and validate a biomarker-based model for predicting CVD risk in RA patients. Methods Medicare claims data were linked to multi-biomarker disease activity (MBDA) test results to create an RA patient cohort with age ≥ 40 years that was split 2:1 for training and internal validation. Clinical and RA-related variables, MBDA score, and its 12 biomarkers were evaluated as predictors of a composite CVD outcome: myocardial infarction (MI), stroke, or fatal CVD within 3 years. Model building used Cox proportional hazard regression with backward elimination. The final MBDA-based CVD risk score was internally validated and compared to four clinical CVD risk prediction models. Results 30,751 RA patients (904 CVD events) were analyzed. Covariates in the final MBDA-based CVD risk score were age, diabetes, hypertension, tobacco use, history of CVD (excluding MI/stroke), MBDA score, leptin, MMP-3 and TNF-R1. In internal validation, the MBDA-based CVD risk score was a strong predictor of 3-year risk for a CVD event, with hazard ratio (95% CI) of 2.89 (2.46–3.41). The predicted 3-year CVD risk was low for 9.4% of patients, borderline for 10.2%, intermediate for 52.2%, and high for 28.2%. Model fit was good, with mean predicted versus observed 3-year CVD risks of 4.5% versus 4.4%. The MBDA-based CVD risk score significantly improved risk discrimination by the likelihood ratio test, compared to four clinical models. The risk score also improved prediction, reclassifying 42% of patients versus the simplest clinical model (age + sex), with a net reclassification index (NRI) (95% CI) of 0.19 (0.10–0.27); and 28% of patients versus the most comprehensive clinical model (age + sex + diabetes + hypertension + tobacco use + history of CVD + CRP), with an NRI of 0.07 (0.001–0.13). C-index was 0.715 versus 0.661 to 0.696 for the four clinical models. Conclusion A prognostic score has been developed to predict 3-year CVD risk for RA patients by using clinical data, three serum biomarkers and the MBDA score. In internal validation, it had good accuracy and outperformed clinical models with and without CRP. The MBDA-based CVD risk prediction score may improve RA patient care by offering a risk stratification tool that incorporates the effect of RA inflammation.
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Affiliation(s)
| | - Fenglong Xie
- University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Eric H Sasso
- Crescendo Bioscience, South San Francisco, CA, USA.,Myriad Genetics Laboratories, Salt Lake City, UT, USA
| | - Elena Hitraya
- Crescendo Bioscience, South San Francisco, CA, USA.,Myriad Genetics Laboratories, Salt Lake City, UT, USA
| | - Cheryl L Chin
- Crescendo Bioscience, South San Francisco, CA, USA.,Myriad Genetics Laboratories, Salt Lake City, UT, USA
| | - Richard D Bamford
- Crescendo Bioscience, South San Francisco, CA, USA.,Myriad Genetics Laboratories, Salt Lake City, UT, USA
| | | | | | - Darl D Flake
- Myriad Genetics Laboratories, Salt Lake City, UT, USA
| | - Brent Mabey
- Myriad Genetics Laboratories, Salt Lake City, UT, USA
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8
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Johnson TM, Michaud K, England BR. Measures of Rheumatoid Arthritis Disease Activity. Arthritis Care Res (Hoboken) 2020; 72 Suppl 10:4-26. [PMID: 33091244 DOI: 10.1002/acr.24336] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 05/22/2020] [Indexed: 02/02/2023]
Affiliation(s)
- Tate M Johnson
- US Department of Veterans Affairs Nebraska-Western Iowa Health Care System and University of Nebraska Medical Center, Omaha
| | - Kaleb Michaud
- University of Nebraska Medical Center, Omaha, and FORWARD, The National Databank for Rheumatic Diseases, Wichita, Kansas
| | - Bryant R England
- US Department of Veterans Affairs Nebraska-Western Iowa Health Care System and University of Nebraska Medical Center, Omaha
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9
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Razmjou AA, Brook J, Elashoff D, Kaeley G, Choi S, Kermani T, Ranganath VK. Ultrasound and multi-biomarker disease activity score for assessing and predicting clinical response to tofacitinib treatment in patients with rheumatoid arthritis. BMC Rheumatol 2020; 4:55. [PMID: 33089069 PMCID: PMC7569763 DOI: 10.1186/s41927-020-00153-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 08/05/2020] [Indexed: 12/15/2022] Open
Abstract
Background Musculoskeletal ultrasound (MSUS) and the multi-biomarker disease activity (MBDA) score are outcome measures that may aid in the management of rheumatoid arthritis (RA) patients. This study evaluated tofacitinib response by MSUS/MBDA scores and assessed whether baseline MSUS/MBDA scores or their early changes predict later clinical response. Methods Twenty-five RA patients treated with tofacitinib were assessed at baseline, 2, 6 and 12-weeks. Power doppler (PDUS) and gray scale (GSUS) ultrasound scores, MBDA score, clinical disease activity index (CDAI), and disease activity score (DAS28) were obtained. Pearson correlations and multiple linear regression models were used to evaluate associations and identify predictors of response to therapy. Results MSUS, MBDA scores, CDAI, and DAS28 improved significantly over 12 weeks (p < 0.0001). Baseline MSUS and MBDA score correlated with each other, and with 12-week changes in CDAI/DAS28 (r = 0.45–0.62, p < 0.05), except for GSUS with DAS28. Two-week change in MSUS correlated significantly with 12-week changes in CDAI/DAS28 (r = 0.42–0.57, p < 0.05), except for early change in PDUS with 12-week change in CDAI. Regression analysis demonstrated significant independent associations between baseline PDUS/MBDA score and 6-week change in CDAI/DAS28, with adjustment for baseline CDAI/DAS28 (all p < 0.05); and between baseline MBDA scores and 12-week change in DAS28 (p = 0.03). Conclusions RA patients treated with tofacitinib for 12 weeks demonstrated improvement by clinical, imaging, and biomarker end-points. Baseline PDUS and MBDA score were predictive of CDAI and DAS28 responses. This is the first study to evaluate early measurements of MSUS and MBDA score as predictors of clinical response in RA patients treated with tofacitinib. Trial registration ClinicalTrials.gov NCT02321930 (registered 12/22/2014).
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Affiliation(s)
- Amir A Razmjou
- Department of Medicine, UCLA-David Geffen School of Medicine, Los Angeles, USA
| | - Jenny Brook
- Department of Medicine Statistics Core, UCLA-David Geffen School of Medicine, Los Angeles, USA
| | - David Elashoff
- Department of Medicine Statistics Core, UCLA-David Geffen School of Medicine, Los Angeles, USA
| | - Gurjit Kaeley
- Department of Rheumatology, University of Florida Health, Jacksonville, USA
| | - Soo Choi
- Department of Rheumatology, University of California, San Diego, USA
| | - Tanaz Kermani
- Department of Rheumatology, UCLA-David Geffen School of Medicine, 1000 Veteran Blvd., RM 32-59, Los Angeles, CA 90095 USA
| | - Veena K Ranganath
- Department of Rheumatology, UCLA-David Geffen School of Medicine, 1000 Veteran Blvd., RM 32-59, Los Angeles, CA 90095 USA
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10
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Ma MHY, Defranoux N, Li W, Sasso EH, Ibrahim F, Scott DL, Cope AP. A multi-biomarker disease activity score can predict sustained remission in rheumatoid arthritis. Arthritis Res Ther 2020; 22:158. [PMID: 32580789 PMCID: PMC7313155 DOI: 10.1186/s13075-020-02240-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 06/09/2020] [Indexed: 01/10/2023] Open
Abstract
Background Reliable assessment of remission is important for the optimal management of rheumatoid arthritis (RA) patients. In this study, we used the multi-biomarker disease activity (MBDA) test to explore the role of biomarkers in predicting point remission and sustained remission. Methods RA patients on > 6 months stable therapy in stable low disease activity (DAS28-ESR ≤ 3.2) were assessed every 3 months for 1 year. Baseline, intermittent (IR) and sustained (SR) remission were defined by DAS28-ESR, DAS28-CRP, simple disease activity index (SDAI), clinical disease activity index (CDAI) and ACR/EULAR Boolean criteria. Patients not fulfilling any remission criteria at baseline were classified as ‘low disease activity state’ (LDAS). Patients not fulfilling any remission criteria over 1 year were classified as ‘persistent disease activity’ (PDA). MBDA score was measured at baseline/3/6 months. The baseline MBDA score, the 6-month time-integrated MBDA score and MBDA biomarkers were used for analyses. The area under the receiver operating characteristic curve (AUROC) assessed the ability of the MBDA score to discriminate between remission and non-remission. Biomarkers were analysed at baseline using the Mann-Whitney test and over time using the Jonckheere-Terpstra trend test. Results Of 148 patients, 27% were in the LDAS, 65% DAS28-ESR remission, 51% DAS28-CRP remission, 40% SDAI remission, 43% CDAI remission and 25% ACR/EULAR Boolean remission at baseline. Over 1 year, 9% of patients were classified as PDA. IR and SR were achieved in 42%/47% by DAS28-ESR, 46%/29% by DAS28-CRP, 45%/20% by SDAI, 44%/21% by CDAI and 35%/9% by ACR/EULAR Boolean criteria, respectively. By all remission criteria, baseline MBDA score discriminated baseline remission (AUROCs 0.68–0.75) and IR/SR (AUROCs 0.65–0.74). The 6-month time-integrated MBDA score discriminated IR/SR (AUROCs 0.65–0.79). Baseline MBDA score and concentrations of IL-6, leptin, SAA and CRP were significantly lower in all baseline remission criteria groups vs LDAS. They and the 6-month time-integrated values were lower among patients who achieved IR/SR vs PDA over 1 year. Conclusions This study demonstrated that the MBDA score and its biomarkers IL-6, leptin, SAA and CRP differentiated between small differences in disease activity (i.e. between low disease activity and remission states). They were also predictors of remission over 1 year.
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Affiliation(s)
- M H Y Ma
- Academic Department of Rheumatology, Division of Immunology, Infection and Inflammatory Disease, Faculty of Life Sciences and Medicine, King's College London, Weston Education Centre, 10 Cutcombe Road., London, SE5 9RJ, UK. .,Level 10, Tower Block, Division of Rheumatology, University Medicine Cluster, National University Health System, 1E Kent Ridge Road, Singapore, 119228, Singapore. .,Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 119228, Singapore.
| | - N Defranoux
- Crescendo Bioscience, Inc., South San Francisco, CA, USA.,Present Address: Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
| | - W Li
- Crescendo Bioscience, Inc., South San Francisco, CA, USA.,MyoKardia, Inc., Brisbane, CA, USA
| | - E H Sasso
- Crescendo Bioscience, Inc., South San Francisco, CA, USA
| | - F Ibrahim
- Academic Department of Rheumatology, Division of Immunology, Infection and Inflammatory Disease, Faculty of Life Sciences and Medicine, King's College London, Weston Education Centre, 10 Cutcombe Road., London, SE5 9RJ, UK
| | - D L Scott
- Academic Department of Rheumatology, Division of Immunology, Infection and Inflammatory Disease, Faculty of Life Sciences and Medicine, King's College London, Weston Education Centre, 10 Cutcombe Road., London, SE5 9RJ, UK
| | - A P Cope
- Academic Department of Rheumatology, Division of Immunology, Infection and Inflammatory Disease, Faculty of Life Sciences and Medicine, King's College London, Weston Education Centre, 10 Cutcombe Road., London, SE5 9RJ, UK.,Department of Rheumatology, Guy's and St Thomas' UK National Health Service (NHS) Foundation Trust, London, UK
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11
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Pope JE, Michaud K. Is It Time to Banish Composite Measures for Remission in Rheumatoid Arthritis? Arthritis Care Res (Hoboken) 2019; 71:1300-1303. [DOI: 10.1002/acr.23862] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 02/26/2019] [Indexed: 12/19/2022]
Affiliation(s)
- Janet E. Pope
- Schulich School of Medicine and Dentistry University of Western Ontario, and St. Joseph's Health Care London Ontario Canada
| | - Kaleb Michaud
- University of Nebraska Medical Center, Omaha, and FORWARD, The National Databank for Rheumatic Diseases Wichita Kansas
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