1
|
Baraliakos X, Gladman DD, Chakravarty SD, Gong C, Shawi M, Rampakakis E, Kishimoto M, Soriano ER, Mease PJ. BASDAI versus ASDAS in evaluating axial involvement in patients with psoriatic arthritis: a pooled analysis of two phase 3 studies. Rheumatol Adv Pract 2024; 8:rkae058. [PMID: 38765190 PMCID: PMC11099656 DOI: 10.1093/rap/rkae058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 03/18/2024] [Indexed: 05/21/2024] Open
Abstract
Objective In the absence of axial psoriatic arthritis (axPsA)-specific tools, the BASDAI and Ankylosing Spondylitis Disease Activity Score (ASDAS) are used to assess axial symptoms in patients with PsA. Here, we assessed the performance of BASDAI and ASDAS in patients with PsA. Methods Patients with active PsA in DISCOVER-1 and DISCOVER-2 (ClinicalTrials.gov: NCT03162796 and NCT03158285, respectively) with or without axPsA but with available baseline BASDAI information were analysed; those with investigator-identified axial symptoms and imaging-confirmed sacroiliitis comprised the axPsA cohort. Correlations between BASDAI/ASDAS and clinical variables were assessed with Pearson's coefficient (r). Longitudinal effects of enthesitis (Leeds Enthesitis Index [LEI]), swollen joint count and presence versus absence of axPsA on BASDAI/ASDAS (normalized 0-10 scale) were analysed with mixed models for repeated measures. Results At baseline in the axPsA (n = 312) and non-axPsA (n = 124) cohorts, BASDAI scores showed no or weak correlation with swollen joint count (0.18-0.20), tender joint count (0.12-0.29), LEI (-0.04 to 0.24) and physician global assessment (0.35-0.43); moderate correlation with fatigue (both -0.56); and strong correlation with patient global assessment of disease activity (0.62-0.69) and patient-reported pain (0.66-0.70). Similar correlations were observed for ASDAS. Axial involvement versus non-involvement was associated with higher BASDAI scores and ASDAS (all β ≥ 0.5), without differences between instruments; longitudinal associations between swollen joint count (β ≤ 0.06)/LEI (β ≤ 0.19) and BASDAI/ASDAS were clinically unimportant. Conclusion BASDAI and ASDAS performed similarly in patients with active PsA and axial involvement, independent of peripheral disease involvement, supporting their performance in assessing axial disease activity. Trial registration ClinicalTrials.gov, http://clinicaltrials.gov, NCT03162796 and NCT03158285.
Collapse
Affiliation(s)
| | - Dafna D Gladman
- Department of Medicine, University of Toronto, Schroeder Arthritis Institute; Krembil, Research Institute; Toronto Western Hospital, Toronto, ON, Canada
| | - Soumya D Chakravarty
- Immunology, Janssen Scientific Affairs, LLC, a Johnson & Johnson company, Horsham, PA, USA
- Division of Rheumatology, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Cinty Gong
- Immunology, Janssen Research & Development, LLC, a Johnson & Johnson company, Spring House, PA, USA
| | - May Shawi
- Immunology, Janssen Research & Development, LLC, a Johnson & Johnson company, Titusville, NJ, USA
| | - Emmanouil Rampakakis
- Department of Pediatrics, McGill University, Montreal, Canada
- Scientific Affairs, JSS Medical Research, Inc, Montreal, Canada
| | - Mitsumasa Kishimoto
- Department of Nephrology and Rheumatology, Kyorin University School of Medicine, Mitaka, Tokyo, Japan
| | - Enrique R Soriano
- Rheumatology Section, Internal Medicine Service, Department of Medicine, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
- Department of Medicine, University Institute Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Philip J Mease
- Rheumatology Research, Providence Swedish Medical Center, Seattle, WA, USA
- University of Washington School of Medicine, Seattle, WA, USA
| |
Collapse
|
2
|
Reddy SM, Xue K, Husni ME, Scher JU, Stephens-Shields AJ, Goel N, Koplin J, Craig ET, Walsh JA, Ogdie A. Use of the Bath Ankylosing Spondylitis Disease Activity Index in Patients With Psoriatic Arthritis With and Without Axial Disease. J Rheumatol 2024; 51:139-143. [PMID: 38101918 DOI: 10.3899/jrheum.2023-0504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/27/2023] [Indexed: 12/17/2023]
Abstract
OBJECTIVE To evaluate whether the Bath Ankylosing Spondylitis Disease Activity Index (BASDAI) is a responsive instrument in psoriatic arthritis (PsA) and whether it differentiates between axial and peripheral disease activity in PsA. METHODS Individuals with PsA initiating therapy in a longitudinal cohort study based in the United States were included. Axial PsA (axPsA), most often also associated with peripheral disease, was defined as fulfillment of the Assessment of Spondyloarthritis international Society axial spondyloarthritis classification criteria or presence of axial disease imaging features. Baseline BASDAI, individual BASDAI items, patient global assessment, patient pain, and Routine Assessment of Patient Index Data 3, and score changes following therapy initiation were descriptively reported. Standardized response means (SRMs) were calculated as the mean change divided by the SD of the change. RESULTS The mean (SD) baseline BASDAI score at the time of therapy initiation was 5.0 (2.2) among those with axPsA (n = 40) and 4.8 (2.0) among those with peripheral-only disease (n = 79). There was no significant difference in patient-reported outcome scores between the groups. The mean change for BASDAI was similar among axial vs peripheral disease (-0.75 vs -0.83). SRMs were similar across axial vs peripheral disease for BASDAI (-0.37 vs -0.44) and the individual BASDAI items. CONCLUSION BASDAI has reasonable responsiveness in PsA but does not differentiate between axPsA and peripheral PsA. (ClinicalTrials.gov: NCT03378336).
Collapse
Affiliation(s)
- Soumya M Reddy
- S.M. Reddy, MD, J.U. Scher, MD, Department of Medicine and Rheumatology, New York University, New York, New York
| | - Katie Xue
- K. Xue, BS, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - M Elaine Husni
- M.E. Husni, MD, MPH, Department Rheumatic and Immunologic Diseases, Cleveland Clinic, Cleveland, Ohio
| | - Jose U Scher
- S.M. Reddy, MD, J.U. Scher, MD, Department of Medicine and Rheumatology, New York University, New York, New York
| | - Alisa J Stephens-Shields
- A.J. Stephens-Shields, PhD, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Niti Goel
- N. Goel, MD, Patient Research Partner, and Department of Medicine, Division of Rheumatology, Duke University School of Medicine, Durham, North Carolina
| | - Joelle Koplin
- J. Koplin, CRNP, Department of Medicine/Rheumatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ethan T Craig
- E.T. Craig, MD, Department of Medicine/Rheumatology, Perelman School of Medicine, University of Pennsylvania, and Department of Medicine/Rheumatology, Michael J. Crescenz Veterans Medical Center, Philadelphia, Pennsylvania
| | - Jessica A Walsh
- J.A. Walsh, MD, MBA, Department of Medicine and Rheumatology, University of Utah, Salt Lake City, Utah
| | - Alexis Ogdie
- A. Ogdie, MD, MSCE, Department of Medicine/Rheumatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, and Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
| |
Collapse
|
3
|
Dash S, Singh PA, Bajwa N, Choudhury A, Bisht P, Sharma R. Why Pharmacovigilance of Non-steroidal Anti-inflammatory Drugs is Important in India? Endocr Metab Immune Disord Drug Targets 2024; 24:731-748. [PMID: 37855282 DOI: 10.2174/0118715303247469230926092404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 07/15/2023] [Accepted: 08/18/2023] [Indexed: 10/20/2023]
Abstract
BACKGROUND Non-steroidal Anti-Inflammatory Drugs (NSAIDs) are among the drugs that are most regularly administered to manage inflammation and pain. Over-the-Counter (OTC) NSAIDs are widely accessible, particularly in developing countries like India. This casual approach to using NSAIDs may operate as a magnet for NSAID-related adverse drug reactions (ADRs) among patients. OBJECTIVES As patients in India are less informed about the appropriate use of NSAIDs and consumption patttern, adverse drug reactions, and the importance of reporting ADRs, the current study's objective is to promote patient safety by using pharmacovigilance as a tool to educate patients. METHODS A targeted literature methodology was utilized to gather the data pertaining to NSAIDs, their ADRs and their pharmacovigilance. Different scientific databases, such as Science Direct, PubMed, Wiley Online Library, Springer, and Google Scholar, along with authentic textbooks, were explored as reference literature. RESULTS In general, NSAIDs consumption pattern depends upon the different age groups. Around 1.6 billion tablets of NSAIDs are consumed in India for ailments, such as headaches, arthritis, menstrual cramps, osteoarthritis, back pain, rheumatoid arthritis, gout, osteoporosis, tendinitis, cancer pain and chronic pain. Common ADRs of NSAIDs include nausea, vomiting, headache, gastritis, abdominal pain, and diarrhoea. Also, they can cause renal damage and cardiovascular problems if not consumed in a dose-dependent manner. However, Diclofenac and Ibuprofen have both been linked to depression and dementia. There have been reports of aplastic anaemia, agranulocytosis linked to phenylbutazone, Stevens-Johnson, and Lyell's syndrome linked to isoxicam and piroxicam, as well as the vulnerability of new-borns to Reye's syndrome after aspirin use. Lack of awareness, time constraints and unpredictability, poor training in ADRs identification, etc., are some of the reasons for the under-reporting of ADR of NSAIDs in India. CONCLUSION In order to rationally prescribe NSAIDs, it is essential to be aware of probable ADR's and establish prescription guidelines. Prescribers' behaviour can be changed toward excellent prescribing practices by conducting routine prescription assessments dealing with NSAIDs and providing feedback. In the near future, it will be critical to strengthen ADR data management and expand the reach of pharmacovigilance programs, ADR monitoring centers, and healthcare professionals' especially pharmacists' training in rural locations.
Collapse
Affiliation(s)
- Subhransu Dash
- University Institute of Pharma Sciences (UIPS), Chandigarh University, Mohali, 140413, Punjab, India
| | - Preet Amol Singh
- University Institute of Pharma Sciences (UIPS), Chandigarh University, Mohali, 140413, Punjab, India
| | - Neha Bajwa
- University Institute of Pharma Sciences (UIPS), Chandigarh University, Mohali, 140413, Punjab, India
| | - Abinash Choudhury
- University Institute of Pharma Sciences (UIPS), Chandigarh University, Mohali, 140413, Punjab, India
| | - Preeti Bisht
- University Institute of Pharma Sciences (UIPS), Chandigarh University, Mohali, 140413, Punjab, India
| | - Rajiv Sharma
- College of Pharmacy, Desh Bhagat University, Mandi Gobindgarh, Punjab, India
| |
Collapse
|
4
|
Mease PJ, Gladman DD, Poddubnyy D, Chakravarty SD, Shawi M, Kollmeier AP, Xu XL, Xu S, Deodhar A, Baraliakos X. Efficacy of Guselkumab on Axial-Related Symptoms Through up to 2 Years in Adults with Active Psoriatic Arthritis in the Phase 3, Randomized, Placebo-Controlled DISCOVER-2 Study. Rheumatol Ther 2023; 10:1637-1653. [PMID: 37819505 PMCID: PMC10654317 DOI: 10.1007/s40744-023-00592-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 08/03/2023] [Indexed: 10/13/2023] Open
Abstract
INTRODUCTION Guselkumab previously showed greater improvements versus placebo in axial symptoms in patients with psoriatic arthritis (PsA) (assessed by Bath Ankylosing Spondylitis Disease Activity Index [BASDAI] and Ankylosing Spondylitis Disease Activity Score [ASDAS]), in post hoc analyses of the phase 3, placebo-controlled, randomized DISCOVER-1 and DISCOVER-2 studies. We now evaluate durability of response in axial-related outcomes through 2 years of DISCOVER-2. METHODS DISCOVER-2 biologic-naive adults with active PsA (≥ 5 tender/ ≥ 5 swollen joints, C-reactive protein ≥ 0.6 mg/dl) were randomized to guselkumab 100 mg every 4 weeks (Q4W) or at week 0, week 4, then Q8W, or placebo → guselkumab Q4W at week 24. Among patients with imaging-confirmed sacroiliitis (investigator-identified), axial symptoms were assessed through 2 years utilizing BASDAI, BASDAI Question #2 (spinal pain), modified BASDAI (mBASDAI; excludes Question #3 [peripheral joint pain]), and ASDAS. Mean changes in scores and proportions of patients achieving ≥ 50% improvement in BASDAI (BASDAI 50) and ASDAS responses, including major improvement (decrease ≥ 2.0), were determined through week 100. Treatment failure rules (through week 24) and nonresponder imputation of missing data (post-week 24) were utilized. Mean BASDAI component scores were assessed through week 100 (observed data). Exploratory analyses evaluated efficacy by sex and HLA-B*27 status. RESULTS Among 246 patients with PsA and imaging-confirmed sacroiliitis, guselkumab-treated patients had greater mean improvements in BASDAI, mBASDAI, spinal pain, and ASDAS scores, lower mean BASDAI component scores, and greater response rates in achieving BASDAI 50 and ASDAS major improvement vs. placebo at week 24. Differences from placebo were observed for guselkumab-treated patients in selected endpoints regardless of sex or HLA-B*27 status. At week 100, mean improvements were ~ 3 points for all BASDAI scores and 1.6-1.7 for ASDAS; 49-54% achieved BASDAI 50 and 39% achieved ASDAS major improvement at week 100. CONCLUSIONS Guselkumab treatment provided durable and meaningful improvements in axial symptoms and disease activity in substantial proportions of patients with active PsA and imaging-confirmed sacroiliitis. TRIAL REGISTRATION Clinicaltrials.gov NCT03158285.
Collapse
Affiliation(s)
- Philip J Mease
- Department of Rheumatology, Swedish Medical Center/Providence St. Joseph Health and University of Washington, Rheumatology Research, 601 Broadway, Ste 600, Seattle, WA, 98122, USA.
| | - Dafna D Gladman
- Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | | | - Soumya D Chakravarty
- Janssen Scientific Affairs, LLC, Horsham, PA, USA
- Drexel University College of Medicine, Philadelphia, PA, USA
| | - May Shawi
- Janssen Research & Development, LLC, Titusville, NJ, USA
| | | | - Xie L Xu
- Janssen Research & Development, LLC, San Diego, CA, USA
| | - Stephen Xu
- Janssen Research & Development, LLC, Spring House, PA, USA
| | - Atul Deodhar
- Oregon Health & Science University, Portland, OR, USA
| | | |
Collapse
|
5
|
Kameda H, Hagimori K, Morisaki Y, Holzkämper T, Konomi A, Dobashi H. Ixekizumab Efficacy in Patients with Severe Peripheral Psoriatic Arthritis: A Post Hoc Analysis of a Phase 3, Randomized, Double-Blind, Placebo-Controlled Study (SPIRIT-P1). Rheumatol Ther 2023; 10:1683-1703. [PMID: 37858007 PMCID: PMC10654305 DOI: 10.1007/s40744-023-00605-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 09/25/2023] [Indexed: 10/21/2023] Open
Abstract
INTRODUCTION The efficacy and safety of ixekizumab, an anti-interleukin-17A antibody, in patients with severe symptoms of psoriatic arthritis are largely unexplored. We report the efficacy and safety of ixekizumab in a post hoc analysis of the SPIRIT-P1 trial. METHODS Patients were treated with placebo, ixekizumab 80 mg every 2 weeks (Q2W) or 4 weeks (Q4W), or adalimumab 40 mg Q2W for 24 weeks. In this subgroup analysis of SPIRIT-P1, the population with severe psoriatic arthritis was defined using the modified composite psoriatic activity index total score > 7 and peripheral arthritis score = 3 (> 4 tender or swollen joint count and ≥ 0.5 Health Assessment Questionnaire-Disability Index). Efficacy was measured by joint and skin endpoints including disease progression. RESULTS In the severe population, significantly more patients (p ≤ 0.001) treated with ixekizumab than placebo achieved 20% improvement according to the American College of Rheumatology criteria (ACR 20): 63.3% for ixekizumab Q4W, 60.4% for ixekizumab Q2W, and 24.5% for placebo. Statistically greater responses compared with placebo were observed in the severe population for ACR 50, ACR 70, ACR core set, disease activity index for psoriatic arthritis (DAPSA) low disease activity and DAPSA remission, and 28-joint disease activity score using C-reactive protein, as well as Psoriasis Area and Severity Index (PASI) 75, PASI 90, and PASI 100 (p ≤ 0.001). Efficacy findings and the safety profile of ixekizumab in the severe population were consistent with those of the overall population, with no new safety concerns identified. CONCLUSIONS In patients with severe psoriatic arthritis, 24 weeks of treatment with ixekizumab resulted in improvements in both joint and skin symptoms. The safety profile in the severe population was consistent with the established safety profile of ixekizumab. TRIAL REGISTRATION ClinicalTrials.gov identifier, NCT01695239.
Collapse
Affiliation(s)
- Hideto Kameda
- Division of Rheumatology, Department of Internal Medicine, Faculty of Medicine, Toho University, Tokyo, Japan
| | | | | | | | | | - Hiroaki Dobashi
- Division of Hematology, Rheumatology and Respiratory Medicine, Department of Internal Medicine, Faculty of Medicine, Kagawa University, Kagawa, Japan
| |
Collapse
|
6
|
Ortolan A, Lorenzin M, Cozzi G, Scagnellato L, Favero M, Striani G, Vio S, Scapin V, De Conti G, Doria A, Ramonda R. Treat-to-target in real-life psoriatic arthritis patients: achieving minimal disease activity with bDMARDs/tsDMARDs and potential barriers. Semin Arthritis Rheum 2023; 62:152237. [PMID: 37453183 DOI: 10.1016/j.semarthrit.2023.152237] [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: 04/02/2023] [Revised: 06/10/2023] [Accepted: 06/25/2023] [Indexed: 07/18/2023]
Abstract
OBJECTIVE (1) to describe the frequency of minimal disease activity (MDA) in a real-life psoriatic arthritis (PsA) cohort, (2) to longitudinally explore predictors of MDA; (3) to examine frequency and predictors of low disease activity (LDA) in patients with axial involvement (axPsA). METHODS consecutive PsA patients in stable biological/targeted-synthetic Disease-Modifying Anti-Rheumatic Drugs (bDMARDs/tDMARDs) who attended our center were enrolled. Disease activity indices, including MDA and ankylosing spondylitis disease activity score-LDA (ASDAS-LDA) for axPsA, were evaluated at baseline and every 6 months, up to 36 months or bDMARDs/tsDMARDs discontinuation. Patients' history, BMI, comorbidities - including osteoarthritis (OA) and fibromyalgia - were collected. Variables were compared between patients who achieved sustained MDA and those who did not. Multivariable generalized estimating equation (GEE) models were built to identify predictors of MDA and ASDAS-LDA over time. Data were expressed as beta coefficient (95%CI). RESULTS 104 patients were enrolled, 54% males, mean age 55.7 years; 52% had axPsA. Across all evaluations, 52-61% reached MDA, and 17-24% achieved ASDAS-LDA. AxPsA, fibromyalgia, OA and BMI≥35 were less frequently observed in patients with sustained MDA. The GEE model confirmed the following factors were significantly and independently associated with MDA: age (Beta=-0.05), bDMARDs/tsDMARDs duration (Beta=+0.31), axPsA (Beta=-1.07), fibromyalgia (Beta=-3.35), OA (Beta=-1.87), BMI≥35 (Beta=-2.53). Age (Beta=-0.01), fibromyalgia (Beta=-2.03) and OA (Beta=-1.30) were also independently associated with ASDAS-LDA. CONCLUSIONS MDA is an attainable target in real-life. AxPsA represents a difficult-to-treat subset. Sustained MDA depends on disease features (axPsA) as well as patients' characteristics (e.g. age, bDMARDs/tDMARDs duration, comorbidities).
Collapse
Affiliation(s)
- Augusta Ortolan
- Rheumatology Unit, Department of Medicine-DIMED, University of Padova, Padova, Italy
| | - Mariagrazia Lorenzin
- Rheumatology Unit, Department of Medicine-DIMED, University of Padova, Padova, Italy
| | - Giacomo Cozzi
- Rheumatology Unit, Department of Medicine-DIMED, University of Padova, Padova, Italy
| | - Laura Scagnellato
- Rheumatology Unit, Department of Medicine-DIMED, University of Padova, Padova, Italy
| | - Marta Favero
- Rheumatology Unit, Department of Medicine-DIMED, University of Padova, Padova, Italy; Internal Medicine I, Cà Foncello Hospital, Treviso 31100, Italy
| | - Giovanni Striani
- Rheumatology Unit, Department of Medicine-DIMED, University of Padova, Padova, Italy
| | - Stefania Vio
- Internal Medicine I, Cà Foncello Hospital, Treviso 31100, Italy
| | - Vanna Scapin
- Internal Medicine I, Cà Foncello Hospital, Treviso 31100, Italy
| | | | - Andrea Doria
- Rheumatology Unit, Department of Medicine-DIMED, University of Padova, Padova, Italy
| | - Roberta Ramonda
- Rheumatology Unit, Department of Medicine-DIMED, University of Padova, Padova, Italy; Radiology Unit, University of Padova, Padova, Italy.
| |
Collapse
|
7
|
Ogdie A, Hwang M, Veeranki P, Portelli A, Sison S, Shafrin J, Pedro S, Kim N, Yi E, Michaud K. Association of health care utilization and costs with patient-reported outcomes in patients with ankylosing spondylitis. J Manag Care Spec Pharm 2022; 28:1008-1020. [PMID: 36001102 PMCID: PMC10373008 DOI: 10.18553/jmcp.2022.28.9.1008] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
BACKGROUND: Interventions for ankylosing spondylitis (AS) have improved patient-reported outcomes (PROs) in clinical studies. However, limited data exist associating these improvements with health care resource utilization (HCRU) or cost savings. Few studies have evaluated the economic impact of patient-reported physical status and related disease burden in patients with AS in the United States. OBJECTIVE: To assess the association of PRO measures with HCRU and health care costs in patients with AS from a national US registry. METHODS: This cohort study included adults with a diagnosis of AS enrolled in the FORWARD registry from July 2009 to June 2019 who completed at least 1 questionnaire from January 2010 to December 2019 and completed the Health Assessment Questionnaire Disability Index (HAQ-DI) (0-3) and/or Bath Ankylosing Spondylitis Disease Activity Index (BASDAI) (0-10). Patient-reported data for demographics, clinical characteristics, and PROs were collected through questionnaires administered biannually and reported from the most recent questionnaire. Patient-reported HCRU and total health care costs (2019 US dollars) for hospitalizations, emergency department (ED) visits, outpatient visits, diagnostic tests, and procedures were captured during the 6 months prior to the most recent survey completion. The relationship between HAQ-DI or BASDAI and HCRU outcomes was assessed using negative binomial regression models, and the relationship between HAQ-DI or BASDAI and the cost outcomes was evaluated using generalized linear models with γ distribution and log-link function. RESULTS: Overall, 334 patients with AS who completed the HAQ-DI (n = 253) or BASDAI (n = 81) were included. The mean (SD) HAQ-DI and BASDAI scores at the time of patients' most recent surveys were 0.9 (0.7) and 3.7 (2.3), respectively. HAQ-DI score was positively associated with number of hospitalizations, ED visits, outpatient visits, and diagnostic tests, whereas BASDAI was not associated with HCRU outcomes. Overall annualized mean (SD) total health care, medical, and pharmacy costs for patients with AS were $44,783 ($40,595); $6,521 ($12,733); and $38,263 ($40,595), respectively. Annualized total health care, medical, and pharmacy costs adjusted for confounders increased by 35%, 76%, and 26%, respectively, for each 1.0-unit increase in HAQ-DI score (coefficient [95% CI]: 1.35 [1.15-1.58], 1.76 [1.22-2.55]; both P < 0.01 and 1.26 [1.04-1.52]; P < 0.05, respectively); BASDAI score was not significantly associated with cost outcomes. CONCLUSIONS: Higher HAQ-DI scores were associated with higher HCRU and total health care costs among patients with AS in FORWARD, but BASDAI scores were not. These findings indicate that greater functional impairment may impose an increased economic burden compared with other patient-reported measures of AS. DISCLOSURES: A. Ogdie has received consulting fees from Amgen, AbbVie, Bristol Myers Squibb, Celgene, CorEvitas (formerly Corrona), Gilead, Janssen, Lilly, Novartis, Pfizer, and UCB and has received grant support from the National Institutes of Health/National Institute of Arthritis and Musculoskeletal and Skin Diseases, Rheumatology Research Foundation, National Psoriasis Foundation, Pfizer (University of Pennsylvania), Amgen (FORWARD), and Novartis (FORWARD). M. Hwang has received consulting fees from Novartis and UCB and has received grant support (5KL2TR003168-03) from the University of Texas Health Science Center at Houston Center of Clinical and Translational Sciences KL2 program. P. Veeranki and J. Shafrin were employees of PRECISION-heor at the time of this analysis. A. Portelli and S. Sison are employees of PRECISION-heor. S. Pedro does not have anything to disclose. N. Kim was a postdoctoral fellow at the University of Texas at Austin and Baylor Scott and White Health, providing services to Novartis at the time of this study. E. Yi is an employee of Novartis. K. Michaud received grant funding from the Rheumatology Research Foundation at the time of this analysis. This study was funded by Novartis Pharmaceuticals Corporation, East Hanover, NJ.
Collapse
Affiliation(s)
- Alexis Ogdie
- Division of Rheumatology, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Mark Hwang
- Division of Rheumatology, McGovern Medical School, University of Texas Health Science Center, Houston
| | - Phani Veeranki
- PRECISIONheor, Los Angeles, CA
- Optum LifeSciences, Eden Prairie, MN
| | | | | | - Jason Shafrin
- PRECISIONheor, Los Angeles, CA
- Center for Healthcare Economics and Policy, FTI Consulting, Los Angeles, CA
| | - Sofia Pedro
- FORWARD—The National Data Bank for Rheumatic Diseases, Wichita, KS
| | - Nina Kim
- Baylor Scott and White Health, Temple, TX, now with Janssen Pharmaceutical Companies of Johnson & Johnson, Horsham, PA
| | - Esther Yi
- Novartis Pharmaceuticals Corporation, East Hanover, NJ
| | - Kaleb Michaud
- FORWARD—The National Data Bank for Rheumatic Diseases, Wichita, KS
- University of Nebraska Medical Center, Omaha
| |
Collapse
|
8
|
Venerito V, Lopalco G, Abbruzzese A, Colella S, Morrone M, Tangaro S, Iannone F. A Machine Learning Approach to Predict Remission in Patients With Psoriatic Arthritis on Treatment With Secukinumab. Front Immunol 2022; 13:917939. [PMID: 35833126 PMCID: PMC9271870 DOI: 10.3389/fimmu.2022.917939] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 05/30/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundPsoriatic Arthritis (PsA) is a multifactorial disease, and predicting remission is challenging. Machine learning (ML) is a promising tool for building multi-parametric models to predict clinical outcomes. We aimed at developing a ML algorithm to predict the probability of remission in PsA patients on treatment with Secukinumab (SEC).MethodsPsA patients undergoing SEC treatment between September 2017 and September 2020 were retrospectively analyzed. At baseline and 12-month follow-up, we retrieved demographic and clinical characteristics, including Body Mass Index (BMI), disease phenotypes, Disease Activity in PsA (DAPSA), Leeds Enthesitis Index (LEI) and presence/absence of comorbidities, including fibromyalgia and metabolic syndrome. Two random feature elimination wrappers, based on an eXtreme Gradient Boosting (XGBoost) and Logistic Regression (LR), were trained and validated with 10-fold cross-validation for predicting 12-month DAPSA remission with an attribute core set with the least number of predictors. The performance of each algorithm was assessed in terms of accuracy, precision, recall and area under receiver operating characteristic curve (AUROC).ResultsOne-hundred-nineteen patients were selected. At 12 months, 20 out of 119 patients (25.21%) achieved DAPSA remission. Accuracy and AUROC of XGBoost was of 0.97 ± 0.06 and 0.97 ± 0.07, overtaking LR (accuracy 0.73 ± 0.09, AUROC 0.78 ± 0.14). Baseline DAPSA, fibromyalgia and axial disease were the most important attributes for the algorithm and were negatively associated with 12-month DAPSA remission.ConclusionsA ML approach may identify SEC good responders. Patients with a high disease burden and axial disease with comorbid fibromyalgia seem challenging to treat.
Collapse
Affiliation(s)
- Vincenzo Venerito
- Rheumatology Unit, Department of Emergency and Organ Transplantations, University of Bari “Aldo Moro”, Bari, Italy
| | - Giuseppe Lopalco
- Rheumatology Unit, Department of Emergency and Organ Transplantations, University of Bari “Aldo Moro”, Bari, Italy
| | - Anna Abbruzzese
- Rheumatology Unit, Department of Emergency and Organ Transplantations, University of Bari “Aldo Moro”, Bari, Italy
| | - Sergio Colella
- Rheumatology Unit, Department of Emergency and Organ Transplantations, University of Bari “Aldo Moro”, Bari, Italy
| | - Maria Morrone
- Rheumatology Unit, Department of Emergency and Organ Transplantations, University of Bari “Aldo Moro”, Bari, Italy
| | - Sabina Tangaro
- Dipartimento di Scienze del Suolo, della Pianta e degli Alimenti, University of Bari “Aldo Moro”, Bari, Italy
- Istituto Nazionale di Fisica Nucleare - Sezione di Bari, Bari, Italy
| | - Florenzo Iannone
- Rheumatology Unit, Department of Emergency and Organ Transplantations, University of Bari “Aldo Moro”, Bari, Italy
- *Correspondence: Florenzo Iannone,
| |
Collapse
|
9
|
Li SS, Du N, He SH, Liang X, Li TF. Dactylitis is associated with more severe axial joint damage and higher disease activity in axial psoriatic arthritis. J Rheumatol 2022; 49:1012-1019. [DOI: 10.3899/jrheum.220098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/20/2022] [Indexed: 11/22/2022]
Abstract
Objective To investigate the association of dactylitis with disease activity and the severity of radiological damage in patients with axial psoriatic arthritis (AxPsA). Methods Patients with AxPsA met the classification criteria (CASPAR) were recruited. Clinical data, radiographic changes and disease activity in AxPsA patients with or without dactylitis were compared using t-tests, Mann-Whitney U test or Kruskal-Wallis test for continuous variables, Ⲭ2 or Fisher exact tests for categorical variables and logistic regression analysis for the association between dactylitis and radiographic damage. Results A total of 186 AxPsA patients were analysed and dichotomized by the presence or absence of dactylitis. Patients with dactylitis had higher levels of CRP, ESR, NLR and PLR than those who did not have (PCRP=0.004; PESR=0.006; PNLR=0.035; PPLR=0.020). In addition, dactylitic AxPsA patients also had higher TJC, SJC, DAPSA and HAQ (P<0.001), and higher score of DAS28, ASDAS, BASFI and BASDAI (P<0.05), while less patients met MDA and DAPSA-LDA criteria (P<0.05). Consistently, they had more severe radiological damage (P< 0.05), higher sacroiliac scores (OR 2.076, 95%CI 1.137 to 3.791, P=0.017) and more significant reduction in BMD (OR 2.422, 95%CI 1.342 to 4.372, P=0.003). No statistical differences were observed for HLA-B27 and LEI between these two group patients. Notably, only half of dactylitic AxPsA patients had inflammatory back pain. Conclusion Our study demonstrated that dactylitic AxPsA patients had higher disease activity and more severe joint damage compared those without dactylitis. Careful examination of axial involvements and proper management are recommended.
Collapse
|
10
|
The disease burden of axial spondyloarthritis: through a gendered lens. Clin Rheumatol 2022; 41:1115-1124. [PMID: 34988682 DOI: 10.1007/s10067-021-06008-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 11/30/2021] [Accepted: 12/01/2021] [Indexed: 12/30/2022]
Abstract
INTRODUCTION Axial spondyloarthritis (axSpA) affects patients' health-related quality of life (HRQoL). Prior studies have documented gender differences in axSpA across the disease spectrum. Our study aims to assess gender differences on the effects of axSpA on patients' HRQoL. METHOD A secondary qualitative thematic analysis was conducted using data from in-depth interviews (n = 24) of patients with a rheumatologist-confirmed axSpA diagnosis. This analysis focused on gender and HRQoL themes including activity, occupation, sleep, healthcare system, mental health, medication usage, and relationships. RESULTS While men on average waited a year longer than women to tell healthcare providers about symptoms (2.5 years men versus 1.6 years women), the interval between first report of symptoms to diagnosis was ~ 2 years longer for women relative to men (7.5 women versus 9.3 years men). Women and men with axSpA shared more similarities than differences regarding the impact of disease on HRQoL including (1) physical health, (2) limited mobility, (3) occupation, (4) sleep, (5) healthcare system obstacles, (6) mental health, (7) medication usage, and (8) relationships. Some women reported being dismissed by doctors due to their gender, and some described the pain experienced during pregnancy and complications during birth. CONCLUSIONS axSpA adversely impacts HRQoL regardless of gender, but women seeking care for axSpA may experience greater challenges reaching a diagnosis. It is essential that providers recognize impaired HRQoL among men and women with axSpA. Future studies with larger sample sizes are needed to identify aspects of HRQoL to adequately address people with axSpA. Key Points • While men waited on average a year longer to tell their healthcare provider about their symptoms, the diagnostic delay is 2 years longer for women. • Women and men with axSpA have similar experiences regarding impacts on their health-related quality of life. • Some women describe difficulty during pregnancy and being dismissed by doctors due to their gender.
Collapse
|