Utility of Opportunistic Infections, Joints’ Involvement and Accuracy of Various Screening Tests to Diagnose Rheumatoid Arthritis Patients
Abstract
:1. Introduction
- Clinically suspect subjects belong to all age groups.
- The present study evaluated sensitivity, specificity, PPV, NPV, LR+ and LR− for individual diagnostic tests along with combinations of different tests.
- Difficulties in daily activities of clinically suspect subjects were shown using a four-point Likert Scale.
2. Materials and Methods
Statistical Analysis
3. Result
4. Discussion
4.1. Presence of Opportunistic Infections (Signs and Symptoms)
4.2. Joints Involvement of the Study Subjects
4.3. Difficulties in Daily Activity of the Study Subjects
4.4. Investigation Profile of the Study Subjects
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- AIHW (Australian Institute of Health and Welfare). A Picture of Rheumatoid Arthritis in Australia; Cat. no. PHE 110; Arthritis Series no. 9; AIHW: Canberra, Australia, 2009. [Google Scholar]
- Koehn, C.; Palmer, T.; Esdaile, J. Rheumatoid Arthritis: Plan to Win; Oxford University Press: Oxford, UK, 2002. [Google Scholar]
- Feinstein, D.; Brent, L. The Complexity of the Differential Diagnosis for the Inflammatory Arthritides. 2006. Available online: www.postgradmed.com (accessed on 22 June 2012).
- Woolf, A. Major and Chronic Diseases Report; Chapter 12 Musculosceletal Conditions; European Commission: Brussels, Belgium, 2007; pp. 236–265. [Google Scholar]
- Bräuer, W.; Merkesdal, S.; Mau, W. Langzeitverlauf und Prognose der Erwerbstätigkeit der chronischen Polyarthritis [Long-term follow-up and prognosis of work capacity in the early stage of chronic polyarthritis] German. Z Rheumatol. 2002, 61, 426–434. [Google Scholar] [CrossRef] [PubMed]
- WHO. The Burden of Musculoskeletal Conditions at the Start of the Millenium; World Health Organization Technical Report Series; WHO: Geneva, Switzerland, 2003; Volume 919:i-x, pp. 1–218. [Google Scholar]
- Saraux, A.; Berthelot, J.M.; Chalès, G.; Le Henaff, C.; Mary, J.Y.; Thorel, J.B.; Hoang, S.; Dueymes, M.; Allain, J.; Devauchelle, V.; et al. Value of laboratory tests in early prediction of rheumatoid arthritis. Arthritis Rheum. 2002, 47, 155–165. [Google Scholar] [CrossRef] [PubMed]
- Bas, S.; Perneger, T.V.; Kunzle, E.; Vischer, T.L. Comparative study of different enzyme immunoassays for measurement of IgM and IgA rheumatoid factors. Ann. Rheum. Dis. 2002, 61, 505–510. [Google Scholar] [CrossRef] [PubMed]
- Bizzaro, N.; Mazzanti, G.; Tonutti, E.; Villalta, D.; Tozzoli, R. Diagnostic accuracy of the anticitrulline antibody assay for rheumatoid arthritis. Clin. Chem. 2001, 47, 1089–1093. [Google Scholar] [CrossRef]
- Schellekens, G.A.; Visser, H.; De Jong, B.A.; Van Den Hoogen, F.H.; Hazes, J.M.; Breedveld, F.C.; Van Venrooij, W.J. The diagnostic properties of rheumatoid arthritis antibodies recognizing a cyclic citrullinated peptide. Arthritis Rheum. 2000, 43, 155–163. [Google Scholar] [CrossRef]
- Mikkelsen, W.M.; Dodge, H.J.; Duff, I.F.; Kato, H. Estimates of the prevalence of rheumatic diseases in the population of Tecumseh, Michigan, 1959–1960. J. Chronic Dis. 1967, 20, 351–369. [Google Scholar] [CrossRef]
- Aletaha, D.; Neogi, T.; Silman, A.J.; Funovits, J.; Felson, D.T.; Bingham, C.O., 3rd; Birnbaum, N.S.; Burmester, G.R.; Bykerk, V.P.; Cohen, M.D.; et al. 2010 Rheumatoid arthritis classification criteria: An American College of Rheumatology/European League Against Rheumatism collaborative initiative. Ann. Rheum. Dis. 2010, 69, 1580–1588. [Google Scholar] [CrossRef]
- Benedek, T.G. Primer on the Rheumatic Diseases; Klippel, J.H., Ed.; Arthritis Foundation: Atlanta, GA, USA, 1997; Volume 11, pp. 1–5. [Google Scholar]
- Firestein, G.S. Etiology and pathogenesis of rheumatoid arthritis. In Kelly’s Textbook of Rheumatology, 6th ed.; Ruddy, S., Harris, E., Sledge, C., Eds.; WB Saunders: Philadelphia, PA, USA, 2001; pp. 921–966. [Google Scholar]
- Kirkham, B.W.; Lassere, M.N.; Edmonds, J.P.; Juhasz, K.M.; Bird, P.A.; Lee, C.S.; Shnier, R.; Portek, I.J. Synovial membrane cytokine expression is predictive of joint damage progression in rheumatoid arthritis. A two-year prospective study (the DAMAGE Study Cohort). Arthritis Rheum. 2006, 54, 1122–1131. [Google Scholar] [CrossRef]
- Schrepf, A.; Kaplan, C.M.; Ichesco, E.; Larkin, T.; Harte, S.E.; Harris, R.E.; Murray, A.D.; Waiter, G.D.; Clauw, D.J.; Basu, N. A multi-modal MRI study of the central response to inflammation in rheumatoid arthritis. Nat. Commun. 2018, 9, 2243. [Google Scholar] [CrossRef]
- Rutherford, A.I.; Patarata, E.; Subesinghe, S.; Hyrich, K.L.; Galloway, J.B. Opportunistic infections in rheumatoid arthritis patients exposed to biologic therapy: Results from the British Society for Rheumatology Biologics Register for Rheumatoid Arthritis. Rheumatology 2018, 57, 997–1001. [Google Scholar] [CrossRef] [Green Version]
- Kim, H.; Cho, S.K.; Lee, J.; Bae, S.C.; Sung, Y.K. Increased risk of opportunistic infection in early rheumatoid arthritis. Int. J. Rheum. Dis. 2019, 22, 1239–1246. [Google Scholar] [CrossRef]
- Pincus, T.; Brooks, R.H.; Callahan, L.F. Prediction of long-term mortality in patients with rheumatoid arthritis according to simple questionnaire and joint count measures. Ann. Int. Med. 1994, 120, 26–34. [Google Scholar] [CrossRef]
- Kumar, A.N.; Malaviya, A.; Pandhi, R.S. Validation of an Indian version of the Health Assessment Questionnaire in patients with rheumatoid arthritis. Rheumatology 2002, 41, 1457–1459. [Google Scholar] [CrossRef]
- Friederike Hammar. Genetics of Rheumatoid Arthritis Susceptibility. Available online: http://autoimmunityblog.com/2010/07/21/incidence-of-rheumatoid-arthritis-facts-and-figures-about-ra/ (accessed on 7 April 2010).
- Mohammed, R.H.; Bhutta, B.S. Hand and Wrist Rheumatoid Arthritis. Available online: https://www.ncbi.nlm.nih.gov/books/NBK560890/ (accessed on 5 September 2022).
- InformedHealth.org [Internet]. Cologne, Germany: Institute for Quality and Efficiency in Health Care (IQWiG); 2006. Everyday Life with Rheumatoid Arthritis. Available online: https://www.ncbi.nlm.nih.gov/books/NBK384458/ (accessed on 20 May 2020).
- Fries, J.F.; Spitz, P.; Kraines, R.G.; Holman, H.R. Measurement of patient outcome in arthritis. Arthritis Rheum. 1980, 23, 137–145. [Google Scholar] [CrossRef]
- Pincus, T.; Summey, J.A.; Soraci SAJr Wallston, K.A.; Hummon, N.P. Assessment of patient satisfaction in activities of daily living using a modified Stanford Health Assessment Questionnaire. Arthritis Rheum. 1983, 26, 1346–1353. [Google Scholar] [CrossRef]
- Pincus, T.; Swearingen, C.; Wolfe, F. Toward a multidimensional health assessment questionnaire (MDHAQ). Arthritis Rheum. 1999, 42, 2220–2230. [Google Scholar] [CrossRef]
- Zou, Y.W.; Lian, S.Y.; Chen, C.T.; Wu, T.; Zhang, X.P.; Lin, J.Z.; Ma, J.D.; Mo, Y.Q.; Zhang, Q.; Xu, Y.H.; et al. The characteristics and associated factors of functional limitation in patients with rheumatoid arthritis. Zhonghua Nei Ke Za Zhi 2022, 61, 193–199. (In Chinese) [Google Scholar]
- Ji, J.; Zhang, L.; Zhang, Q.; Yin, R.; Fu, T.; Li, L.; Gu, Z. Functional disability associated with disease and quality-of-life parameters in Chinese patients with rheumatoid arthritis. Health Qual. Life Outcomes 2017, 15, 89. [Google Scholar] [CrossRef]
- Hakkinen, A.; Kautiainen, H.; Hannonen, P.; Ylinen, J.; Mäkinen, H.; Sokka, T. Muscle strength, pain, and disease activity explain individual subdimensions of the Health Assessment Questionnaire disability index, especially in women with rheumatoid arthritis. Ann. Rheum. Dis. 2006, 65, 30–34. [Google Scholar] [CrossRef]
- Rose, H.M.; Ragan, C.; Pearce, E.; Lipman, M.O. Differential agglutination of normal and sensitized sheep erythrocytes by sera of patients with rheumatoid arthritis. Proc. Soc. Exp. Biol. Med. 1949, 68, 1–6. [Google Scholar] [CrossRef]
- Vander Cruyssen, B.; Nogueira, L.; Van Praet, J.; Deforce, D.; Elewaut, D.; Serre, G.; De Keyser, F. Do all anti-citrullinated protein/peptide antibody tests measure the same? Evaluation of discrepancy between anticitrullinated protein/peptide antibody tests in patients with and without rheumatoid arthritis. Ann. Rheum. Dis. 2008, 67, 542–546. [Google Scholar] [CrossRef] [PubMed]
- Bizzaro, N.; Tonutti, E.; Tozzoli, R.; Villalta, D. Analytical and diagnostic characteristics of 11 2nd- and 3rd-generation immunoenzymatic methods for the detection of antibodies to citrullinated proteins. Clin. Chem. 2007, 53, 1527–1533. [Google Scholar] [CrossRef] [PubMed]
- Kashyap, B.; Goyal, N.; Singha k Tajuddin, M.; Singh, M.P.; Avasthi, R. Correlation of hs-CRP Levels with Anti-CCP And Rheumatoid Factor Among Clinically Suspected Rheumatoid Arthritis Cases: A Predictor for Early Inflammation. Ann. Pathol. Lab. Med. 2019, 6, 482–486. [Google Scholar] [CrossRef]
- Correia, M.L.; Carvalho, S.; Fortuna, J.; Pereira, M.H. Comparison of three antiCCP antibody tests and rheumatoid factor in RA and control patients. Clin. Rev. Allergy Immunol. 2008, 34, 21–25. [Google Scholar] [CrossRef] [PubMed]
Sign/Symptom | Study Subjects with Signs and Symptoms n (%) (n = 290) | Study Subjects RA Positive according to 2010 ACR/EULAR Criteria (n = 48) |
---|---|---|
Fever | 57 (19.7) | 17 |
Dizziness | 26 (8.9) | 13 |
Tiredness | 72 (24.8) | 33 |
Joint Pain | 66 (22.8) | 21 |
Joint Swelling | 57 (19.7) | 17 |
Ankle Swelling | 5 (1.7) | 4 |
Back Pain | 46 (15.9) | 15 |
Muscle Pain | 18 (6.2) | 2 |
Neck Pain | 18 (6.2) | 6 |
Involved Joints | Study Subjects with Discomfort n (%) (n = 290) | Study Subjects RA Positive according to 2010 ACR/EULAR Criteria (n = 48) |
---|---|---|
Finger | 75 (25.9) | 31 |
Wrist | 60 (20.7) | 33 |
Toes | 18 (6.2) | 10 |
Shoulder | 53 (18.3) | 16 |
Neck | 35 (12.1) | 11 |
Back | 82 (28.3) | 21 |
Elbow | 18 (6.2) | 8 |
Ankle | 43 (14.8) | 17 |
Knee | 179 (61.7) | 40 |
Hips | 51 (17.6) | 22 |
Daily Activities | No Difficulty | Some Difficulty | Much Difficulty | Unable to Do |
---|---|---|---|---|
Difficulties in Dressing and Grooming: | ||||
Shoelaces and Buttons | 204 (70.3) | 79 (27.2) | 6 (2.2) | 1 (0.3) |
Shampoo/Oiling hair | 205 (70.7) | 78 (26.9) | 6 (2.1) | 1 (0.3) |
Difficulties in Arising: | ||||
Stand up from a Straight Chair | 106 (36.6) | 102 (35.2) | 77 (26.6) | 5 (1.6) |
Get in and out of Bed | 105 (36.3) | 103 (35.5) | 77 (26.6) | 5 (1.6) |
Difficulties in Eating: | ||||
Cut Vegetables/Meat | 214 (73.8) | 69 (23.8) | 5 (1.7) | 2 (0.7) |
Lift a Full Glass to Mouth | 217 (74.8) | 66 (22.8) | 5 (1.7) | 2 (0.7) |
Difficulties in Walking: | ||||
Walk Outdoors on Flat Ground | 157 (54.1) | 91 (31.4) | 38 (13.1) | 4 (1.4) |
Climb Five Steps up | 90 (31.0) | 121 (41.7) | 73 (25.2) | 6 (2.1) |
Go down Five Steps | 90 (31.0) | 121 (41.7) | 73 (25.2) | 6 (2.1) |
Walk on Uneven Ground | 126 (43.4) | 107 (36.9) | 53 (18.3) | 4 (1.4) |
Need Help from Another Person for: | ||||
Dressing and Grooming | 272 (93.8) | 15 (5.2) | 3 (1.0) | 0 (0.0) |
Arising | 273 (94.1) | 15 (5.2) | 2 (0.7) | 0 (0.0) |
Eating | 280 (96.6) | 8 (2.7) | 2 (0.7) | 0 (0.0) |
Walking | 259 (89.3) | 26 (9.0) | 5 (1.7) | 0 (0.0) |
Serology Test | Study Subjects with Test Positive n (%) (n = 290) | Study Subjects with RA Positive according to 2010 ACR/EULAR Criteria (n = 48) |
---|---|---|
RF | 61 (21.0) | 37 |
AntiCCP | 62 (21.4) | 36 |
CRP | 94 (32.4) | 45 |
CRP or AntiCCP | 112 (38.6) | 47 |
CRP and AntiCCP | 39 (13.4) | 32 |
RF or AntiCCP | 95 (32.8) | 48 |
RF and AntiCCP | 27 (9.3) | 25 |
RF or CRP | 106 (36.5) | 46 |
RF and CRP | 46 (15.9) | 34 |
RF or AntiCCP or CRP | 128 (44.1) | 48 |
RF and AntiCCP and CRP | 26 (8.9) | 23 |
Serology Test | Sensitivity (%) 95% CI | Specificity (%) 95% CI | Positive Predictive Value (%) 95% CI | Negative Predictive Value (%) 95% CI | Accuracy (%) | Positive Likelihood Ratio 95% CI | Negative Likelihood Ratio 95% CI |
---|---|---|---|---|---|---|---|
RF | 77.08 (62.68–87.95) | 89.67 (85.13–93.20) | 59.68 (46.45–71.95) | 95.18 (91.53–97.56) | 87.59 | 7.46 (4.99–1.15) | 0.26 (0.15–0.43) |
AntiCCP | 75.00 (60.40–86.35) | 88.84 (84.18–92.52) | 57.14 (44.05– 69.54) | 94.71 (90.95–97.24) | 86.55 | 6.72 (4.55–9.94) | 0.28 (0.17–0.46) |
CRP | 93.75 (82.78–98.62) | 78.51 (72.80–83.52) | 46.39 (36.20–56.81) | 98.45 (95.52–99.66) | 81.03 | 4.36 (3.39–5.61) | 0.08 (0.03–0.24) |
CRP+ AntiCCP | 97.92 (88.88–99.65) | 72.31 (66.22–77.85) | 41.23 (32.09–50.83) | 99.43 (96.86–99.90) | 76.55 | 3.54 (2.87–4.35) | 0.03 (0.00–0.20) |
RF+ AntiCCP | 100 (92.53–100) | 80.99 (75.47–85.73) | 51.06 (40.54 –61.52) | 100 (98.12–100) | 84.14 | 5.26 (4.06–6.82) | 0.00 - |
RF + CRP | 93.75 (82.78–98.62) | 72.73 (66.65–78.24) | 40.54 (31.32–50.27) | 98.32 (95.17–99.63) | 76.21 | 3.44 (2.76–4.28) | 0.09 (0.03–0.26) |
RF+ AntiCCP + CRP | 100 (92.53–100) | 66.12 (59.78–72.05) | 36.92 (28.63–45.83) | 100 (97.70–100) | 71.72 | 2.95 (2.47–3.52) | 0.00 - |
Age Group (Years) | Co-Morbid n (%) | Bacterial n (%) | Viral n (%) | Fungal n (%) |
---|---|---|---|---|
≤20 (n = 66) | - | - | 10 (15.15%) | 3 (4.54%) |
21–40 (n = 138) | 10 (7.24%) | - | - | 8 (5.79%) |
41–60 (n = 77) | 50 (64.93%) | 11 (14.28%) | - | - |
>60 (n = 9) | 9 (100.0%) | 4 (44.44%) | 2 (22.22%) | 1 (11.11%) |
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Ahmad, A.; Khan, A.; Khan, A.R.; Ahmed, H.; Alajam, R.A.; Alshehri, M.M.; Ganesan, B.B.M.; Dayah, S.J.A.; Shaphe, M.A.; Alameer, A.H.; et al. Utility of Opportunistic Infections, Joints’ Involvement and Accuracy of Various Screening Tests to Diagnose Rheumatoid Arthritis Patients. Medicina 2023, 59, 367. https://doi.org/10.3390/medicina59020367
Ahmad A, Khan A, Khan AR, Ahmed H, Alajam RA, Alshehri MM, Ganesan BBM, Dayah SJA, Shaphe MA, Alameer AH, et al. Utility of Opportunistic Infections, Joints’ Involvement and Accuracy of Various Screening Tests to Diagnose Rheumatoid Arthritis Patients. Medicina. 2023; 59(2):367. https://doi.org/10.3390/medicina59020367
Chicago/Turabian StyleAhmad, Ausaf, Ashfaque Khan, Abdur Raheem Khan, Hashim Ahmed, Ramzi Abdu Alajam, Mohammed M. Alshehri, Bhuvanesh Babu Mondey Ganesan, Salma Jabril Abu Dayah, Mohammad Abu Shaphe, Abdulaziz H. Alameer, and et al. 2023. "Utility of Opportunistic Infections, Joints’ Involvement and Accuracy of Various Screening Tests to Diagnose Rheumatoid Arthritis Patients" Medicina 59, no. 2: 367. https://doi.org/10.3390/medicina59020367
APA StyleAhmad, A., Khan, A., Khan, A. R., Ahmed, H., Alajam, R. A., Alshehri, M. M., Ganesan, B. B. M., Dayah, S. J. A., Shaphe, M. A., Alameer, A. H., & Esht, V. (2023). Utility of Opportunistic Infections, Joints’ Involvement and Accuracy of Various Screening Tests to Diagnose Rheumatoid Arthritis Patients. Medicina, 59(2), 367. https://doi.org/10.3390/medicina59020367