The Effect of Periodontal Treatment on Clinical and Biological Indicators, Quality of Life, and Oral Health in Rheumatoid Arthritis Patients: A Quasi-Experimental Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Design, Population, and Sample
2.2. Selection Criteria
2.3. Data Collection Techniques
2.3.1. Physical and Periodontal Examinations
2.3.2. Periodontal Procedures
2.4. Variables
2.5. Statistical Analysis
2.6. Ethics
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variables | n | % |
---|---|---|
Sociodemographic | ||
Sex | ||
Male | 8 | 15.4 |
Female | 44 | 84.6 |
Age (years) | ||
27–59 | 35 | 67.3 |
60 and more | 17 | 32.7 |
Years (X ± SD) | 55.2 | 9.2 |
Education | ||
≤ Primary | 19 | 36.5 |
Secondary | 28 | 53.8 |
University | 5 | 9.6 |
Socioeconomic status | ||
Low | 8 | 15.4 |
Medium | 40 | 76.9 |
High | 4 | 7.7 |
Labor situation | ||
Employed | 14 | 26.1 |
Unemployed | 38 | 73.1 |
Habits. Medical history and medications | ||
Smoking (Yes) | 2 | 3.8 |
Practice exercise (Yes) | 21 | 40.4 |
Diabetes (Yes) | 4 | 7.7 |
Arterial hypertension (Yes) | 15 | 28.8 |
Osteoporosis (Yes) | 11 | 21.2 |
NSAIDs (Yes) | 14 | 26.9 |
Corticosteroids | 36 | 69.2 |
Biological DMARDs | 11 | 21.2 |
Non- Biological DMARDs | 45 | 86.5 |
RA clinical variables | ||
ACPAs (Me-IQR) | 83.2 | 10.7–325.8 |
RF (Me-IQR) | 77.7 | 25.0–187.7 |
CPR (Me-IQR) | 2.3 | 0.6–7.9 |
RA Duration in years (Me-IQR) | 8.2 | 4.1–15.0 |
Type of RA | ||
Polyarticular | 47 | 90.4 |
Oligoarticular | 4 | 7.7 |
Monoarticular | 1 | 1.9 |
Remission (Yes) | 27 | 51.9 |
Erosive RA (Yes) | 20 | 38.5 |
Self-perception variables | ||
Swelling (Yes) | 38 | 73.1 |
Pain (Yes) | 39 | 75.0 |
Morning stiffness (Yes) | 37 | 71.2 |
Fatigue and depression (Yes) | 29 | 55.8 |
Family support (Yes) | 52 | 100.0 |
Periodontal variables | ||
Number of teeth in mouth (Me-IQR) | 24.0 | 20.2–26.0 |
Reduced periodontium (Yes) (n%) | 21 | 40.4 |
Periodontitis (Yes) | 31 | 59.6 |
Stage of periodontal disease | ||
I | 0 | 0.0 |
II | 1 | 3.2 |
III | 18 | 58.1 |
IV | 12 | 38.7 |
Porphyromonas gingivalis (Yes) | 4 | 7.7 |
PAL (Me-IQR) | 2.9 | 1.9–3.4 |
PD (Me-IQR) | 2.5 | 2.1–3.4 |
BoP (Me-IQR) | 15.6 | 10.8–26.2 |
Variables | Before | After | Difference (95%CI) | p * | ||
---|---|---|---|---|---|---|
(X ± SD) | Me (IQR) | (X ± SD) | Me (IQR) | |||
Periodontitis (n = 31) | ||||||
RA | ||||||
Disease activity score-28 (DAS-28) | 2.6 (1.7) | 2.3 (1.4;3.2) | 2.4 (1.5) | 2.2 (1.6;3.0) | 0.2 (−0.4;0.7) | 0.830 |
Oral-health-related quality of life (OHRQoL) | ||||||
OHIP-14 Score | 10.5 (12.0) | 8.0 (0.0;14.0) | 7.3 (8.5) | 5.0 (0.0;10.0) | 3.1 (0.1;6.1) | 0.054 |
Extent | 1.9 (3.5) | 0.0 (0.0;2.0) | 0.9 (2.1) | 0.0 (0.0;0.0) | 0.9 (−0.1;1.9) | 0.065 |
Functional limitation | 0.9 (2.1) | 0.0 (0.0;0.0) | 0.7 (1.2) | 0.0 (0.0;1.0) | 0.2 (−0.4;0.9) | 0.644 |
Physical pain | 2.5 (2.7) | 2.0 (0.0;4.0) | 1.2 (1.6) | 0.0 (0.0;1.0) | 1.2 (0.5;1.9) | 0.004 |
Psychological discomfort | 1.9 (2.5) | 1.0 (0.0;4.0) | 1.9 (2.1) | 2.0 (0.0;4.0) | 0.0 (−0.6;0.6) | 0.896 |
Physical disability | 1.8 (2.2) | 0.0 (0.0:4.0) | 1.2 (1.9) | 0.0 (0.0;2.0) | 0.5 (−0.1;1.2) | 0.101 |
Psychological disability | 1.9 (2.1) | 2.0 (0.0;3.0) | 1.0 (1.5) | 0.0 (0.0;2.0) | 0.8 (0.2;1.4) | 0.015 |
Social disability | 0.5 (1.4) | 0.0 (0.0;0.0) | 0.3 (0.9) | 0.0 (0.0;0.0) | 0.2 (−0.3;0.7) | 0.593 |
Handicap | 0.9 (1.6) | 0.0 (0.0;2.0) | 0.8 (1.4) | 0.0 (0.0;2.0) | 0.1 (−0.4;0.5) | 0.721 |
Health-related quality of life (HRQoL) | ||||||
General health perceptions | 55.3 (19.0) | 52.0 (40.0;70.0) | 62.3 (20.8) | 62.0 (50.0;77.0) | −6.9 (−13.9;0.0) | 0.037 |
Physical functioning | 55.8 (27.3) | 60.0 (30.0;80.0) | 63.1 (22.6) | 65.0 (45.0;85.0) | −7.2 (−15.8;1.3) | 0.047 |
Role limitations (physical) | 41.9 (45.4) | 25.0 (0.0;100.0) | 64.5 (43.2) | 100.0 (0.0;100.0) | −22.6 (−40.7;−4.5) | 0.020 |
Role limitations (emotional) | 49.5 (50.1) | 33.3 (0.0;100.0) | 74.2 (42.7) | 100.0 (33.3;100.0) | −24.7 (−44.9;−0.5) | 0.014 |
Social functioning | 66.9 (22.0) | 33.3 (0.0;100.0) | 70.2 (42.8) | 100.0 (33.3;100.0) | −3.2 (−11.3;4.9) | 0.459 |
Bodily pain | 53.1 (12.4) | 54.0 (50.0;62.0) | 50.6 (13.8) | 50.0 (42.0;62.0) | 2.4 (−2.4;7.7) | 0.262 |
Energy/vitality | 55.6 (19.4) | 55.0 (40.0;65.0) | 60.0 (21.3) | 55.0 (50.0;70.0) | −4.3 (−10.0;1.3) | 0.089 |
Mental Health | 63.5 (19.6) | 56.0 (48.0;76.0) | 75.6 (18.8) | 76.0 (60.0;92.0) | −12.1 (−18.7;−5.5) | 0.001 |
Health change | 27.4 (29.1) | 56.0 (48.0;76.0) | 26.6 (28.1) | 25.0 (0.0;50.0) | 0.8 (−12.2;−5.5) | 0.744 |
Variables | Before | After | Difference (95%CI) | p * | ||
(X ± SD) | Me (IQR) | (X ± SD) | Me (IQR) | |||
Reduced Periodontium (n = 21) | ||||||
RA | ||||||
Disease activity score-28 (DAS-28) | 3.9 (1.7) | 3.7 (2.2;5.3) | 3.2 (2.0) | 2.6 (2.0;4.9) | 0.6 (−0.2;1.4) | 0.167 |
Oral-health-related quality of life (OHRQoL) | ||||||
OHIP-14 Score | 9.7 10.4) | 4.0 (1.5;20.5) | 13.0 (11.2) | 10.0 (3.5;17.5) | −3.2 (−8.1;1.6) | 0.196 |
Extent | 1.6 (2.7) | 0.0 (0.0;4.5) | 1.9 (3.5) | 0.0 (0.0;2.0) | −0.3 (−1.8;1.1) | 0.623 |
Functional limitation | 0.9 (1.4) | 0.0 (0.0;2.0) | 1.5 (1.5) | 0.0 (0.0;2.0) | −0.1 (−0.7;0.5) | 0.589 |
Physical pain | 1.9 (2.1) | 1.1 (0.0;4.0) | 3.0 (1.9) | 3.0 (2.0;4.0) | −1.1 (−2.0;−0.2) | 0.013 |
Psychological discomfort | 2.5 (2.2) | 2.0 (0.5;4.0) | 2.9 (2.4) | 2.0 (1.0;4.0) | −0.3 (−1.4;0.8) | 0.782 |
Physical disability | 1.6 (2.5) | 0.0 (0.0;3.0) | 2.2 (2.6) | 2.0 (0.0;4.0) | −0.6 (−1.9;0.6) | 0.365 |
Psychological disability | 1.4 (1.9) | 0.0 (0.0;3.0) | 1.9 (2.0) | 2.0 (0.0;3.0) | −0.5 (−1.4;0.4) | 0.235 |
Social disability | 0.4 (0.9) | 0.0 (0.0;0.5) | 0.6 (1.1) | 0.0 (0.0;1.0) | −0.2 (−0.6;0.2) | 0.414 |
Handicap | 0.9 (1.7) | 0.0 (0.0;2.0) | 1.2 (2.0) | 0.0 (0.0;2.0) | −0.3 (−1.2;0.6) | 0.343 |
Health-related quality of life (HRQoL) | ||||||
General health perceptions | 53.0 (18.3) | 47.0 (36.0;72.0) | 46.4 (22.6) | 50.0 (30.0;59.5) | 6.6 (0.1;13.1) | 0.046 |
Physical functioning | 53.1 (22.5) | 55.0 (37.5;75.0) | 52.4 (28.3) | 55.0 (22.5;77.5) | 0.7 (−10.7;12.2) | 0.297 |
Role limitations (physical) | 38.1 (45.1) | 0.0 (0.0;100.0) | 33.3 (44.9) | 0.0 (0.0;100.0) | 4.7 (−1.1;25.6) | 0.676 |
Role limitations (emotional) | 52.4 (49.0) | 66.7 (0.0;100.0) | 57.1 (48.5) | 100.0 (0.0;100.0) | −4.8 (−16.1;25.6) | 0.518 |
Social functioning | 71.4 (22.1) | 75.0 (50.0;87.5) | 61.3 (27.9) | 62.5 (43.7;87.5) | 10.2 (−1.1:21.3) | 0.067 |
Bodily pain | 46.0 (14.7) | 52.0 (42.0;52.0) | 51.6 (12.0) | 52.0 (50.5;58.0) | 5.6 (−11.4;0.2) | 0.064 |
Energy/vitality | 53.6 (13.8) | 50.0 (45.0;65.0) | 51.7 (18.5) | 50.0 (37.5;67.5) | 1.9 (4.5;8.2) | 0.518 |
Mental Health | 66.1 (15.4) | 64.0 (54.0;78.0) | 65.3 (16.6) | 60.0 (56.0;76.0) | 0.8 (−5.3;6.8) | 0.759 |
Health change | 27.4 (33.4) | 25.0 (0.0;50.0) | 39.3 (34.9) | 50.0 (0.0;75.0) | −11.9 (−26.6;2.7) | 0.128 |
Variables | Followed Patients (n = 29) | Unfollowed Patients (n = 23) | Difference (95%CI) | p * | ||
---|---|---|---|---|---|---|
(X ± SD) | Me (IQR) | (X ± SD) | Me (IQR) | |||
RA | ||||||
DAS-28 | 2.6 (1.7) | 2.3 (1.7;3.1) | 3.0 (1.9) | 2.4 (1.7;4.2) | 0.4 (−0.6;1.4) | 0.562 |
Oral-health-related quality of life (OHRQoL) | ||||||
OHIP-14 Score | 12.2 (11.5) | 10.0 (3.0;17.0) | 6.6 (6.8) | 5.0 (0.0;10.5) | 5.6 (−11.3;0.0) | 0.065 |
Extent | 2.1 (3.3) | 0.0 (0.0;2.5) | 0.3 (1.3) | 0.0 (0.0;0.0) | −1.8 (−3.3;0.2) | 0.004 |
Functional limitation | 0.9 (1.6) | 0.0 (0.0;1.5) | 0.8 (1.0) | 0.0 (0.0;1.5) | −0.1 (−0.8;0.7) | 0.555 |
Physical pain | 2.3 (1.9) | 2.0 (0.0;4.0) | 1.7 (1.8) | 2.0 (0.0;3.0) | −0.6 (−1.8;0.4) | 0.197 |
Psychological discomfort | 2.9 (1.9) | 2.0 (0.0;4.0) | 1.6 (1.8) | 1.0 (0.0;2.5) | −1.3 (−2.3;0.1) | 0.043 |
Physical disability | 2.3 (2.6) | 1.0 (0.0;5.0) | 0.9 (1.1) | 0.0 (0.0;2.0) | −1.4 (−2.6;0.2) | 0.117 |
Psychological disability | 1.8 (2.0) | 1.0 (0.0;5.0) | 0.9 (1.1) | 0.0 (0.0;2.0) | −0.9 (−1.9;0.6) | 0.124 |
Social disability | 0.6 (1.3) | 0.0 (0.0;0.5) | 0.3 (0.7) | 0.0(0.0;0.0) | −0.3 (−0.9;0.2) | 0.353 |
Handicap | 1.3 (2.0) | 0.0 (0.0;2.0) | 0.5 (0.9) | 0.0 (0.0;1.0) | −0.8 (−0.9;0.2) | 0.175 |
Health-related quality of life (HRQoL) | ||||||
General health perceptions | 55.1 (26.3) | 55.0 (37.5;78.5) | 55.8 (17.5) | 57.0 (42.5;71.0) | 0.7 (−12.6;13.9) | 0.945 |
Physical functioning | 56.2 (25.5) | 60.0 (35.0;75.0) | 59.3 (24.9) | 60.0 (37.5;80.0) | −3.1 (−11.5;17.6) | 0.629 |
Role limitations (physical) | 42.2 (43.9) | 25.0 (0.0;100.0) | 60.7 (47.8) | 100.0 (0.0;100.0) | −18.5 (−7.7;44.7) | 0.132 |
Role limitations (emotional) | 66.7 (45.4) | 100.0 (0.0;100.0) | 65.1 (47.7) | 100.0 (0.0;100.0) | −1.6(−28.3;25.1) | 0.891 |
Social functioning | 68.1 (31.0) | 62.5 (37.5;100.0) | 61.9 (21.1) | 62.5 (50.0;75.0) | −6.2 (−22.0;9.6) | 0.287 |
Bodily pain | 53.0 (11.3) | 51.0 (43.0;58.0) | 49.3 (14.9) | 51.0 (42.0;62.0) | −3.7 (−11.1;3.7) | 0.539 |
Energy/vitality | 58.9 (23.4) | 55.0 (42.5;80.0) | 51.0 (12.6) | 50.0 (42.5;57.5) | −8.0 (−19.3;3.2) | 0.240 |
Mental Health | 74.5 (20.2) | 76.0 (60.0;96.0) | 65.3 (14.3) | 64.0 (54.0;76.0) | −9.1 (−19.5;1.2) | 0.088 |
Health change | 35.3 (31.0) | 25.0 (0.0;50.0) | 29.8 (32.2) | 25.0 (0.0;50.0) | 5.1 (−23.7;12.6) | 0.457 |
Variables | Before | After | Difference (95%CI) | p * | ||
---|---|---|---|---|---|---|
(X ± SD) | Me (IQR) | (X ± SD) | Me (IQR) | |||
RA | ||||||
DAS-28 (n = 52) | 3.1 (1.8) | 2.3 (1.9;4.7) | 2.7 (1.8) | 2.2 (1.4;3.4) | 0.3 (−0.1;0.8) | 0.176 |
DAS-28 (n = 29) | 3.1 (1.7) | 2.7 (2.0;4.3) | 2.6 (1.7) | 2.2 (1.7;3.1) | 0.5 (−0.2;1.1) | 0.106 |
Variables | Before | After | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Components | KMO and Bartlett’s Test | p | Explained Variance (%) | Components | KMO and Bartlett’s Test | p | Explained Variance (%) | |||
1 | 2 | 1 | 2 | |||||||
Oral-health-related quality of life (OHRQoL) | ||||||||||
Functional limitation | 0.843 | 0.285 | 0.870 | 0.000 | 79.2 | 0.452 | 0.615 | 0.872 | 0.000 | 77.7 |
Psychological discomfort | 0.588 | 0.643 | 0.694 | 0.499 | ||||||
Physical disability | 0.401 | 0.821 | 0.609 | 0.586 | ||||||
Psychological disability | 0.752 | 0.535 | 0.628 | 0.630 | ||||||
Social disability | 0.804 | 0.204 | 0.866 | 0.307 | ||||||
Handicap | 0.894 | 0.246 | 0.918 | 0.183 | ||||||
Health-related quality of life (HRQoL) | ||||||||||
General health perceptions | 0.578 | 0.446 | 0.827 | 0.000 | 73.4 | 0.404 | 0.792 | 0.880 | 0.000 | 76.2 |
Role limitations (emotional) | 0.525 | 0.593 | 0.883 | 0.156 | ||||||
Social functioning | 0.844 | 0.186 | 0.763 | 0.417 | ||||||
Energy/vitality | 0.831 | 0.351 | 0.640 | 0.562 | ||||||
Mental Health | 0.839 | 0.293 | 0.845 | 0.383 |
Variables | Before | After | Difference (95%CI)) | p * | ||
---|---|---|---|---|---|---|
(X ± SD) | Me (IQR) | (X ± SD) | Me (IQR) | |||
Oral-health-related quality of life (OHRQoL) | ||||||
OHIP-14 Score | 12.4 (11.5) | 4.0 (0.5–17.5) | 12.2 (11.5) | 10.0 (3.0–17.0) | −1.9 (−5.9;2.0) | 0.230 |
Extent | 1.9 (3.6) | 0.0 (0.0–3.0) | 2.1 (3.4) | 0.0 (0.0–2.5) | −0.2 (−1.4;1.0) | 0.511 |
Functional limitation | 1.2 (2.1) | 0.0 (0.0–2.0) | 0.9 (1.6) | 0.0 (0.0–1.5) | 0.3 (−0.3;0.9) | 0.359 |
Physical pain | 2.1 (2.4) | 1.0 (0.0–4.0) | 2.3 (1.9) | 2.0 (0.0–4.0) | −0.3 (−1.3;0.7) | 0.440 |
Psychological discomfort | 2.1 (2.4) | 2.0 (0.0–4.0) | 3.0 (2.4) | 2.0 (0.5–5.5) | −0.9 (−1.7;−0.1) | 0.037 |
Physical disability | 1.8 (2.5) | 0.0 (0.0–3.5) | 2.3 (2.6) | 1.0 (0.0–5.0) | −0.5 (−1.5;0.4) | 0.330 |
Psychological disability | 1.7 (2.2) | 1.0 (0.0–3.0) | 1.8 (2.0) | 1.0 (0.0–3.0) | −0.1 (−0.9;0.8) | 0.867 |
Social disability | 0.6 (1.5) | 0.0 (0.0–0.5) | 0.6 (1.2) | 0.0 (0.0–0.5) | 0.0 (−0.6;0.1) | 0.786 |
Handicap | 0.8 (1.6) | 0.0 (0.0–1.0) | 1.3 (2.0) | 0.0 (0.0–2.0) | −0.5 (−1.1;1.1) | 0.151 |
Health-related quality of life (HRQoL) | ||||||
General health perceptions | 51.9 (18.3) | 47.0 (36.0–69.5) | 55.1 (26.3) | 55.0 (37.5–78.5) | −3.1 (−10.7;4.4) | 0.301 |
Physical functioning | 51.7 (24.5) | 60.0 (35.0–75.0) | 56.2 (25.5) | 60.0 (35.0–75.0) | −4.4 (−14.4;5.4) | 0.607 |
Role limitations (physical) | 37.9 (42.6) | 25.0 (0.0;87.5) | 42.2 (43.9) | 25.0 (0.0–100.0) | −28.7 (−47.1;−10.4) | 0.545 |
Role limitations (emotional) | 50.6 (49.3) | 33.3 (0.0–100.0) | 66.7 (45.2) | 100.0 (0.0–100.0) | −16.1 (−34.8;2.7) | 0.046 |
Social functioning | 69.8 (20.7) | 75.0 (50.0–87.5) | 68.1 (31.2) | 62.5 (37.5–100.0) | −1.7 (−9.2;12.7) | 0.644 |
Bodily pain | 50.2 (13.2) | 52.0 (42.0–57.0) | 53.0 (11.3) | 51.0 (43.0–58.0) | −2.8 (−9.4;3.7) | 0.315 |
Energy/vitality | 56.9 (17.2) | 55.0 (45.0–70.0) | 59.0 (23.4) | 55.0 (42.5–80.0) | −2.0 (−8.0;3.9) | 0.653 |
Mental Health | 64.5 (18.9) | 56.0 (50.0–78.0) | 74.5 (20.1) | 76.0 (60.0–96.0) | −9.9 (−17.5;−2.4) | 0.019 |
Health change | 31.0 (33.2) | 25.0 (0.0–50.0) | 35.3 (30.9) | 25.0 (0.0–50.0) | −4.3 (−17.5;8.9) | 0.530 |
Variables with More Than Four Significant Correlations According to Spearman’s Rho (n = 29) | Variables in the Model | Before | After | ||
---|---|---|---|---|---|
Regression Coefficient | Determination Coefficient (%) | Regression Coefficient | Determination Coefficient (%) | ||
Health-Related Quality of Life (HRQoL) | |||||
General health perceptions | DAS-28 | 0.112 | 20.6 | −0.123 | 5.7 |
Physical disability | −0.001 | −0.103 * | |||
Psychological disability | −0.700 * | −0.107 | |||
Physical pain | −0.595 * | −0.164 | |||
PD Mean | −0.149 | −0.310 * | |||
Role limitations (emotional) | DAS-28 | −0.015 | 8.7 | −0.305 | 12.2 |
Physical disability | 0.121 | 0.19 | |||
Psychological discomfort | −0.329 * | −0.358 * | |||
Psychological disability | −0.326 * | −0.380 * | |||
Physical pain | 0.104 | −0.262 * | |||
PD Mean | 0.253 | 0.154 | |||
Health change | DAS-28 | 0.076 | 18.2 | 0.348 * | 18.0 |
Physical disability | −0.291 * | 0.349 ** | |||
Psychological disability | 0.535 | −0.118 | |||
Physical pain | 0.085 | 0.323 * | |||
PD Mean | −0.264 | 0.001 | |||
Number of teeth in mouth | 0.314 * | 0.327 * |
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Posada-López, A.; Botero, J.E.; Pineda-Tamayo, R.A.; Agudelo-Suárez, A.A. The Effect of Periodontal Treatment on Clinical and Biological Indicators, Quality of Life, and Oral Health in Rheumatoid Arthritis Patients: A Quasi-Experimental Study. Int. J. Environ. Res. Public Health 2022, 19, 1789. https://doi.org/10.3390/ijerph19031789
Posada-López A, Botero JE, Pineda-Tamayo RA, Agudelo-Suárez AA. The Effect of Periodontal Treatment on Clinical and Biological Indicators, Quality of Life, and Oral Health in Rheumatoid Arthritis Patients: A Quasi-Experimental Study. International Journal of Environmental Research and Public Health. 2022; 19(3):1789. https://doi.org/10.3390/ijerph19031789
Chicago/Turabian StylePosada-López, Adriana, Javier Enrique Botero, Ricardo Antonio Pineda-Tamayo, and Andrés A. Agudelo-Suárez. 2022. "The Effect of Periodontal Treatment on Clinical and Biological Indicators, Quality of Life, and Oral Health in Rheumatoid Arthritis Patients: A Quasi-Experimental Study" International Journal of Environmental Research and Public Health 19, no. 3: 1789. https://doi.org/10.3390/ijerph19031789
APA StylePosada-López, A., Botero, J. E., Pineda-Tamayo, R. A., & Agudelo-Suárez, A. A. (2022). The Effect of Periodontal Treatment on Clinical and Biological Indicators, Quality of Life, and Oral Health in Rheumatoid Arthritis Patients: A Quasi-Experimental Study. International Journal of Environmental Research and Public Health, 19(3), 1789. https://doi.org/10.3390/ijerph19031789