| Literature DB >> 27211565 |
F A Koopman1, M W Tang1, J Vermeij1, M J de Hair2, I Y Choi1, M J Vervoordeldonk1, D M Gerlag1, J M Karemaker3, P P Tak4.
Abstract
BACKGROUND: Heart rate variability (HRV) is a validated method to establish autonomic nervous system (ANS) activity. Rheumatoid arthritis (RA) is accompanied by ANS imbalance. We hypothesized that ANS dysfunction may precede the development of RA, which would suggest that it plays a role in its etiopathogenesis.Entities:
Keywords: Autonomic nervous system; Heart rate; Heart rate variability; Norepinephrine; Preclinical; RA
Mesh:
Substances:
Year: 2016 PMID: 27211565 PMCID: PMC4856742 DOI: 10.1016/j.ebiom.2016.02.029
Source DB: PubMed Journal: EBioMedicine ISSN: 2352-3964 Impact factor: 8.143
Demographics study cohort.
| HS (n = 20) | AR subjects (n = 50) | RA (n = 20) | P-value | |
|---|---|---|---|---|
| Age (years) | 49 (39–56) | 47 (40–53) | 56 (45–64) | 0.078 |
| Female: n (%) | 12 (60) | 38 (76) | 13 (65) | 0.36 |
| BMI (kg/m2) | 23.8 (22.7–26.5) | 25.3 (22.1–27.3) | 25.9 (21.9–28.3) | 0.59 |
| Alcohol use: n (%) | 15 (75) | 27 (54) | 10 (50) | 0.20 |
| Current smoker: n (%) | 2 (10) | 14 (28) | 4 (20) | 0.25 |
| Ever smoker: n (%) | 3 (15) | 21 (42) | 10 (52.6) | 0.038 |
| Cigarettes/day | 0 (0–0) | 0 (0–3) | 0 (0–0) | 0.29 |
| Packyears | 0.0 (0.0–0.0) | 0.0 (0.0–11) | 2.5 (0.0–15.0) | 0.054 |
| Cholesterol total (mmol/L) | 5.3 (4.8–6.2) | 5.5 (4.7–6.3) | 5.20 (4.5–5.7) | 0.28 |
| HDL (mmol/L) | 1.8 (1.4–2.0) | 1.6 (1.2–1.9) | 1.5 (1.2–1.7) | 0.31 |
| LDL (mmol/L) | 3.3 (2.6–3.8) | 3.4 (2.7–4.0) | 3.2 (2.7–3.7) | 0.48 |
| Triglycerides (mmol/L) | 0.7 (0.6–1.0) | 0.9 (0.7–1.1) | 1.1 (0.9–1.4) | 0.032 |
| Total cholesterol/HDL ratio | 3.1 (2.7–4.3) | 3.5 (2.8–4.1) | 3.5 (2.9–3.9) | 0.71 |
| Glucose (mmol/L) | 5.0 (4.7–5.4) | 5.1 (4.8–5.4) | 5.1 (4.8–5.7) | 0.84 |
| RF positive: n (%) | 0 (0) | 31 (62) | 15 (75) | < 0.0001 |
| RF titer (kU/L) | 3 (1–12) | 92 (18–174) | 217 (53–379) | < 0.0001 |
| ACPA positive: n (%) | 0 (0) | 33 (66) | 16 (80) | < 0.0001 |
| ACPA titer (kAU/L) | 4 (1–5) | 96 (4–512) | 220 (57–1187) | < 0.0001 |
| Disease duration (months) | NA | NA | 20 (4–91) | |
| VAS GDA (mm) | NA | 26 (13–53) | 44 (25–70) | < 0.0001 |
| TJC28 (n) | 0 (0–0) | 1 (0–2) | 5 (3–8) | < 0.0001 |
| SJC28 (n) | 0 (0–0) | 0 (0–0) | 2 (2–4) | < 0.0001 |
| ESR (mm/h) | 5 (2–11) | 5 (2–10) | 15 (9–27) | < 0.0001 |
| CRP (mg/L) | 1.8 (1.0–2.7) | 1.5 (0.8–3.9) | 5.6 (1.9–10.5) | 0.001 |
| DAS28 | NA | NA | 4.32 (3.67–4.72) | |
| NSAIDs: n (%) | 0 (0) | 13 (27) | 10 (50) | 0.001 |
| Corticosteroids: n (%) | 0 (0) | 0 (0) | 4 (20) | < 0.0001 |
| Methotrexate: n (%) | 0 (0) | 0 (0) | 15 (75) | < 0.0001 |
| HCQ: n (%) | 0 (0) | 0 (0) | 2 (10) | 0.028 |
Abbreviations: AR: at risk, HS: healthy subjects; RA: rheumatoid arthritis; BMI: body mass index; HDL: high-density lipoprotein; LDL: low-density lipoprotein; RF: rheumatoid factor; ACPA: anti-citrullinated protein antibodies; VAS GDA: visual analogue scale (range 0–100 mm) global disease activity; TJC28: tender joint count of 28 joints; SJC28: swollen joint count of 28 joints; ESR: erythrocyte sedimentation rate; CRP: C-reactive protein; DAS28: disease activity score of 28 joints; NSAIDs: non-steroidal anti-inflammatory drugs; HCQ: hydroxychloroquine; NA: not applicable.
Analysis with non-parametric tests (Kruskal–Wallis test) if not normally distributed or parametric tests (analysis of variance (ANOVA)) if normally distributed. Categorical demographic variables tested using Pearson's Chi-Square test. Data presented as median (interquartile range) or number (percentage).
Fig. 1Resting heart rate in healthy subjects, AR subjects and RA patients (A) and resting heart rate in AR subjects that developed arthritis after follow-up (B).
Abbreviations: AR: at risk, HS: healthy subjects; RA: rheumatoid arthritis; bpm: beats per minute, *p < 0.05, **p < 0.01.
Heart rate variability parameters in supine (Sup, resting) and upright (Upr, active) position in the study cohort, as measured by continuous heart rate and blood pressure recordings comparing AR subjects with HS and RA.
| HS | AR subjects | RA | P-value | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Sup | Upr | Sup | Upr | Sup | Upr | Sup HS vs AR | Upr HS vs AR | Sup AR vs RA | Upr AR vs RA | |
| Heart Rate (bpm) | 60 (56–63) | 75 (67–79) | 68 (61–73) | 80 (74–87) | 68 (62–76) | 81 (74–92) | 0.006 | 0.045 | 0.38 | 0.28 |
| MAP (mm Hg) | 85 (79–95) | 95 (89–100) | 88 (79–97) | 96 (89–110) | 88 (79–95) | 101 (87–105) | 0.66 | 0.38 | 0.19 | 0.75 |
| RR (breaths/min) | 14 (12–17) | 13 (12–16) | 14 (12–17) | 14 (13–16) | 15 (11–17) | 16 (14–18) | 0.64 | 0.27 | 0.83 | 0.23 |
| SDNN (ms) | 36 (30–46) | 38 (33–42) | 37 (26–52) | 31 (25–41) | 26 (20–39) | 26 (19–32) | 0.58 | 0.045 | 0.14 | 0.45 |
| RMSSD (ms) | 23 (20–45) | 17 (13–22) | 26 (18–38) | 15 (12–20) | 21 (16–35) | 11 (10–15) | 0.17 | 0.014 | 0.75 | 0.18 |
| LF (ms2) | 355 (212–492) | 385 (161–827) | 267 (128–704) | 246 (124–465) | 154 (113–296) | 113 (71–186) | 0.59 | 0.074 | 0.67 | 0.24 |
| LF (nu) | 31 (22–45) | 44 (26–59) | 30 (19–45) | 40 (31–55) | 39 (27–45) | 37 (27–44) | 0.77 | 0.79 | 0.12 | 0.37 |
| HF (ms2) | 286 (177–987) | 181 (91–355) | 313 (165–628) | 155 (96–263) | 158 (124–301) | 126 (60–166) | 0.29 | 0.12 | 0.39 | 0.45 |
| HF (nu) | 41 (25–53) | 25 (16–36) | 42 (32–52) | 28 (22–37) | 46 (31–55) | 31 (21–36) | 0.26 | 0.46 | 0.43 | 0.85 |
| LF/HF ratio | 0.7 (0.5–1.6) | 1.6 (1.1–3.0) | 0.8 (0.5–1.2) | 1.5 (0.9–2.0) | 0.9 (0.4–1.5) | 1.1(0.7–1.7) | 0.45 | 0.75 | 0.55 | 0.63 |
| BRS (ms/mm Hg) | 8.4 (5.6–12.1) | 4.5 (3.5–7.4) | 6.9 (4.6–10.5) | 4.2 (2.6–5.5) | 5.9 (4.2–7.9) | 3.1(2.5–3.7) | 0.19 | 0.13 | 0.72 | 0.39 |
Abbreviations: AR: at risk subjects, HS: healthy subjects; RA: rheumatoid arthritis; Sup: supine (resting) position: Upr: upright (active) position; bpm: beats per minute; MAP: mean arterial pressure; mm Hg: millimeter of mercury; RR: respiratory rate; SDNN: standard deviation of the NN intervals; ms: milliseconds; RMSSD: the square root of the mean squared differences of successive NN intervals; LF: low frequency; nu: normalized units; HF: high frequency; BRS: baroreceptor reflex sensitivity; ms/mm Hg: milliseconds per millimeter of mercury.
Multivariate linear regression analysis comparing AR subjects with HS and RA patients taking the following confounding factors into account: age, gender, BMI, smoking pack years and plasma triglycerides. Data presented as median with interquartile range.
Resting heart rate (RHR) divided in < and ≥ 70 beats per minute (bpm) in AR subjects (study cohort).
| AR subjects RHR < 70 bpm | AR subjects RHR ≥ 70 bpm | P-value | ||||
|---|---|---|---|---|---|---|
| Sup | Upr | Sup | Upr | Sup | Upr | |
| MAP (mm Hg) | 88 (78–95) | 95 (88–109) | 88 (83–99) | 96 (90–112) | 0.71 | 0.80 |
| RR (breaths/min) | 14.2 (12–16.8) | 14.7 (12.9–17.1) | 13.1 (11.7–18.2) | 13.4 (12.3–16.2) | 0.89 | 0.50 |
| SDNN (ms) | 42.1 (33.1–62.1) | 34.1 (27.6–44.9) | 27.2 (21.6–37.6) | 26.1 (19.3–35.5) | < 0.0001 | < 0.0001 |
| RMSSD (ms) | 29.4 (20.1–53.6) | 16.3 (13.5–23.4) | 19.4 (13.1–31.8) | 12.5 (9.7–18) | < 0.0001 | 0.002 |
| LF (ms2) | 327 (197–986) | 362 (174–588) | 194 (64–465) | 175 (86–344) | 0.003 | 0.012 |
| LF (nu) | 25 (17–41) | 44 (27–59) | 35 (21–48) | 38 (31–48) | 0.19 | 0.62 |
| HF (ms2) | 491 (247–1210) | 162 (111–316) | 192 (98–407) | 127 (67–231) | < 0.0001 | 0.022 |
| HF (nu) | 41 (29–54) | 26 (22–34) | 43 (33–49) | 32 (24–38) | 0.32 | 0.63 |
| LF/HF ratio | 0.71 (0.47–1.16) | 1.74 (0.93–2.6) | 0.87 (0.47–1.38) | 1.24 (0.95–1.73) | 0.12 | 0.68 |
| BRS (ms/mm Hg) | 9.3 (6.7–15.5) | 5.1 (3.6–6.1) | 4.6 (3.5–6.7) | 2.7 (2.1–4.4) | < 0.0001 | < 0.0001 |
Abbreviations: AR: at risk, RHR: resting heart rate; bpm: Sup: supine (resting) position: Upr: upright (active) position; bpm: beats per minute; MAP: mean arterial pressure; mmHg: millimeter of mercury; RR: respiratory rate; SDNN: standard deviation of the NN intervals; ms: milliseconds; RMSSD: the square root of the mean squared differences of successive NN intervals; LF: low frequency; nu: normalized units; HF: high frequency; BRS: baroreceptor reflex sensitivity.
Multivariate linear regression analysis with age, gender, BMI, smoking pack years and plasma triglycerides as confounders. Data presented as median with interquartile range.
Fig. 2Expression levels of the parasympathetic receptor, nicotinic acetylcholine receptor type 7 (α7nAChR) on peripheral blood CD14 + monocytes AR subjects with resting heart rate < and ≥ 70 bpm.
Abbreviations: α7nAChR: nicotinic acetylcholine receptor type 7, AR: at risk, RHR: resting heart rate, bpm: beats per minute, *p < 0.05.
Levels of the sympathetic hormones norepinephrine and epinephrine, measured in venous blood samples of the study cohort.
| HS | AR subjects | RA | P-value | P-value | |
|---|---|---|---|---|---|
| Norepinephrine (nmol/L) | 2.15 (1.55–2.60) | 3.02 (2.42–4.20) | 2.41 (1.43–2.89) | 0.012 | 0.056 |
| Epinephrine (nmol/L) | 0.14 (0.06–0.17) | 0.16 (0.05–0.24) | 0.17 (0.03–0.35) | 0.43 | 0.33 |
Abbreviations: AR: at risk, HS: healthy subjects; RA: rheumatoid arthritis; nmol/L: nanomoles/liter.
Multivariate linear regression analysis using age, gender, BMI, smoking pack years, plasma triglycerides and prednisone use as confounding factors. Data presented as median with interquartile range.
Levels of sympathetic hormones with and without prednisone use in RA patients are as follows (median with interquartile range): norepinephrine 1.57 (1.18–1.94) vs 2.45 (1.53–4.38) nmol/L; epinephrine 0.03 (0.03–0.10) vs 0.26 (0.10–0.41) nmol/L.