| Literature DB >> 31765401 |
Rolf Jorde1,2, Astrid Kamilla Stunes3,4, Julia Kubiak1, Guri Grimnes1,2, Per Medbøe Thorsby5, Unni Syversen3,6.
Abstract
The balance between bone resorption and formation may be assessed by measurement of bone turnover markers (BTMs), like carboxyl-terminal cross-linked telopeptide of type 1 collagen (CTX-1) and procollagen type 1 amino-terminal propeptide (P1NP). Smoking has been shown to influence bone turnover and to reduce bone mass density (BMD), the exact mechanism for this is, however, not settled. In this post-hoc study including 406 subjects (mean age 51.9 years), we aimed to study the impact of smoking on bone turnover. Moreover, we wanted to assess the inter-correlation between substances regulating bone metabolism and BTMs, as well as tracking over time. BMD measurements and serum analyses of CTX-1, P1NP, osteoprotegerin (OPG), receptor activator of nuclear factor ĸB ligand (RANKL), Dickkopf-1 (DKK1), sclerostin, tumor necrosis factor-α (TNF-α), and leptin were performed. Repeated serum measurements were made in 195 subjects after four months. Adjustments were made for sex, age, body mass index (BMI), smoking status, insulin resistance, serum calcium, parathyroid hormone, 25-hydroxyvitamin D and creatinine. Smokers had higher levels of DKK1 and OPG, and lower levels of RANKL, as reflected in lower BTMs and BMD compared to non-smokers. There were strong and predominantly positive inter-correlations between BTMs and the other substances, and there was a high degree of tracking with Spearman's rho from 0.72 to 0.92 (P < 0.001) between measurements four months apart. In conclusion, smokers exhibited higher levels of DKK1 and OPG and a lower bone turnover than did non-smokers. The strong inter-correlations between the serum parameters illustrate the coupling between bone resorption and formation and crosstalk between cells.Entities:
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Year: 2019 PMID: 31765401 PMCID: PMC6876776 DOI: 10.1371/journal.pone.0225539
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Characteristics of the subjects at baseline and in relation to gender.
| All subjects | Males | Females | Mean difference | P-value | |
|---|---|---|---|---|---|
| Males/females | 212/194 | ||||
| Current smokers/non-smokers | 86/320 | 47/165 | 39/155 | 0.629 | |
| Age (years) | 51.9 ± 8.7 | 52.0 ± 9.0 | 51.6 ± 8.3 | -0.4 (-2.1, 1.3) | 0.644 |
| BMI (kg/m2) | 27.8 ± 4.9 | 28.1 ± 4.6 | 27.4 ± 5.3 | -0.6 (-1.6, 0.3) | 0.191 |
| Serum calcium (mmol/L) | 2.27 ± 0.07 | 2.26 ± 0.007 | 2,26 ± 0.08 | -0.02 (-0.03, -0.01) | 0.008 |
| Serum creatinine (μmol/L) | 71.3 ± 12.4 | 77.9 ± 11.6 | 64.1 ± 8.6 | -13.8 (-15.8, -11.8) | <0.001 |
| Serum PTH (pmol/L) | 6.7 ± 2.0 | 6.6 ± 1.9 | 6.9 ± 2.2 | 0.3 (-0.1, 0.7) | 0.115 |
| Serum 25(OH)D (nmol/L) | 34.0 ± 12.9 | 33.9 ± 13.2 | 34.1 ± 12.5 | 0.2 (-2.3, 2.7) | 0.862 |
| HbA1c (%) | 5.49 ± 0.31 | 5.15 ± 0.33 | 5.47 ± 0.29 | -0.04 (-0.10, 0.03 | 0.257 |
| HOMA-IR | 2.72 (0.94, 8.28) | 3.38 (1.08, 11.84) | 2.14 (0.84, 6.32) | 0.000 | |
| Serum P1NP (pg/ml) | 44.8 ± 15.1 | 44.5 ± 13.7 | 45.2 ± 16.6 | 0.7 (-2.2, 3.7) | 0.625 |
| Serum CTX-1 (pg/ml) | 0.34 (0.18, 0.62) | 0.36 (0.19, 0.67) | 0.35 (0.16, 0.59) | 0.207 | |
| Serum DKK1 (pg/ml) | 1456 ± 396 | 1461 ± 402 | 1451 ± 392 | -10 (-87, 68) | 0.808 |
| Serum Leptin (pg/ml) | 11081 (1725, 53375) | 7488 (1212, 30290) | 20094 (3051, 68867) | <0.001 | |
| Serum TNF-α (pg/ml) | 2.40 ± 0.81 | 2.58 ± 0.82 | 2.20 ± 0.76 | -0.38 (-0.53, -0.22) | <0.001 |
| Serum OPG (pg/ml) | 306 (192, 479) | 306 (188, 498) | 306 (208, 460) | 0.979 | |
| Serum sclerostin (pg/ml) | 1806 (1030, 3140) | 2044 (1126, 3286) | 1642 (998, 2764) | <0.001 | |
| Serum RANKL (pg/ml) | 0.0 (0.0, 46.8) | 0.0 (0.0, 55.8) | 0.0 (0.0, 24.9) | 0.002 | |
| BMD total hip (g/cm2) | 0.993 ± 0.133 | 1.032 ± 0.118 | 0.950 ± 0.136 | -0.081 (-0.109, -0.054) | 0.000 |
| BMD L1 (g/cm2) | 1.067 ± 0.156 | 1.084 ± 0.159 | 1.048 ± 0152 | -0.036 (-0.070, -0.003) | 0.035 |
* Females vs males (Chi-square test, student’s t-test or Mann-Whitney U test)
** 334 subjects (177 males, 157 females; 265 non-smokers, 69 smokers)
Data shown as mean ± SD or median (5, 95 percentile)
Characteristics of the subjects at baseline in relation to smoking status.
| Non-smokers | Smokers | Mean difference | P-value | |
|---|---|---|---|---|
| Males/females | 165/155 | 47/39 | 0.629 | |
| Age (years) | 51.6 ± 8.6 | 52.7 ± 8.7 | -1.0 (-3.1, 1.0) | 0.326 |
| BMI (kg/m2) | 28.0 ± 4.9 | 27.1 ± 4.8 | 0.8 (-0.3, 2.0) | 0.156 |
| Serum calcium (mmol/L) | 2.27 ± 0.07 | 2.28 ± 0.08 | -0.01 (-0.03, 0.01) | 0.329 |
| Serum creatinine (μmol/L) | 72.7 ± 12.1 | 66.2 ± 12.0 | 6.5 (3.6, 9.4) | <0.001 |
| Serum PTH (pmol/L) | 6.9 ± 2.0 | 6.2 ± 2.0 | 0.7 (0.2, 1.2) | 0.005 |
| Serum 25(OH)D (nmol/L) | 34.8 ± 13.0 | 31.0 ± 12.0 | 3.8 (0.7, 6.8) | 0.013 |
| HbA1c (%) | 5.46 ± 0.31 | 5.61 ± 0.30 | -0.16 (-0.23, -0.08) | <0.001 |
| HOMA-IR | 2.79 (0.96, 8.36) | 2.62 (0.80, 7.30) | 0.191 | |
| Serum P1NP (pg/ml) | 45.8 ± 15.5 | 41.1 ± 12.9 | 4.7 (1.1, 8.3) | 0.010 |
| Serum CTX-1 (pg/ml) | 0.36 (0.19, 0.63) | 0.31 (0.17, 0.56) | 0.006 | |
| Serum DKK1 (pg/ml) | 1435 ± 391 | 1537 ± 410 | -102 (-196, -8) | 0.034 |
| Serum Leptin (pg/ml) | 11189 (1796, 59548) | 9328 (1320, 37599) | 0.051 | |
| Serum TNF-α (pg/ml) | 2.39 ± 0.81 | 2.45 ± 0.83 | -0.06 (-0.26, 0.13) | 0.520 |
| Serum OPG (pg/ml) | 303 (191, 459) | 325 (208, 525) | 0.020 | |
| Serum sclerostin (pg/ml) | 1852 (1016, 3140) | 1768 (1126, 2936) | 0.895 | |
| Serum RANKL (pg/ml) | 0.0 (0.0, 50.3) | 0.0 (0.0, 22.1) | 0.046 | |
| BMD total hip (g/cm2) | 1.001 ± 0.136 | 0.964 ± 0.119 | 0.037 (0.002, 0.073) | 0.037 |
| BMD L1 (g/cm2) | 1.073 ± 0.150 | 1.041 ± 0.178 | 0.032 (-0.009, 0.074) | 0.129 |
*Non-smokers vs smokers (Chi-square test, student’s t-test or Mann-Whitney U test)
** 334 subjects (177 males, 157 females; 265 non-smokers, 69 smokers)
Data shown as mean ± SD or median (5, 95 percentile)
Beta coefficients with 95% confidence intervals from linear regression models for bone turnover markers with sex, age, BMI and smoking status as variables forced into the model, and with serum calcium, creatinine, PTH, 25(OH)D and HOMA as potential significant covariates in the 406 subjects.
| P1NP | Lg. CTX-1 | DKK1 | Lg. Leptin | |||||
|---|---|---|---|---|---|---|---|---|
| ß (95% CI) | P-value | ß (95% CI) | P-value | ß (95% CI) | P-value | ß (95% CI) | P-value | |
| Sex | -0.432 (-3.363, 2.499) | 0.772 | -0.006 (-0.045, 0.033) | 0.764 | -14.37 (-90.42, 61.68) | 0.711 | -0.478 (-0.534, -0.423) | <0.001 |
| Age (years) | 0.132 (-0.038, 0.301) | 0.127 | 0.001 (0.000, 0.003) | 0.126 | -4.587 (-8.953, -0.221) | 0.040 | -0.001 (-0.004, 0.002) | 0.435 |
| BMI (kg/m2) | -0.327 (-0.627, -0.026) | 0.033 | -0.008 (-0.011, -0.004) | <0.001 | 16.03 (8.302, 23.75) | <0.001 | 0.050 (0.043, 0.057) | <0.001 |
| Smoking status | -5.092 (-8.675, -1.509) | 0.005 | -0.044 (-0.085, -0.004) | 0.032 | 114.8 (22.55, 207.0) | 0.015 | -0.029–0.093, 0.036) | 0.379 |
| Serum creatinine (μmol/L) | 0.003 (0.001, 0.004) | 0.002 | ||||||
| Serum PTH (pmol/L) | 0.010 (0.002, 0.018) | 0.020 | 0.019 (0.006, 0.033) | 0.005 | ||||
| Serum calcium (mmol/L) | 0.264 (0.041, 0.486) | 0.020 | 653.5 (132.6, 1174) | 0.014 | ||||
| Serum 25(OH)D (nmol/L) | ||||||||
| HOMA-IR | 0.034 (0.021, 0.046) | <0.001 | ||||||
| Adjusted R2 | 0.035 | 0.134 | 0.075 | 0.672 | ||||
*Males = 1. females = 0;
**smokers = 1. non-smokers = 0
Beta coefficients with 95% confidence intervals from linear regression models for bone turnover markers with sex, age, BMI and smoking status as variables forced into the model, and with serum calcium, creatinine, PTH, 25(OH)D and HOMA as potential significant covariates in the 406 subjects.
| TNF-α | Lg. OPG | Lg. sclerostin | RANKL | |||||
|---|---|---|---|---|---|---|---|---|
| ß (95% CI) | P-value | ß (95% CI) | P-value | ß (95% CI) | P-value | Spearman´s rho | P-value | |
| Sex | 0.035 (0.144, 0.465) | <0.001 | -0.012 (-0.035, 0.010) | 0.286 | 0.064 (0.031, 0.096) | <0.001 | ||
| Age (years) | 0.001 (-0.008, 0.010) | 0.837 | 0.006 (0.005, 0.007) | <0.001 | 0.006 (0.004, 0.007) | <0.001 | -0.102 | 0.040 |
| BMI (kg/m2) | 0.014 (-0.006, 0.034) | 0.176 | -0.002 (-0.005, 0.001) | 0.237 | 0.004 (0.001, 0.006) | 0.010 | 0.135 | 0.006 |
| Smoking status | 0.085 (-0.102, 0.272) | 0.370 | 0.032 (0.005, 0.058) | 0.018 | 0.003 (-0.031, 0.036) | 0.875 | ||
| Serum creatinine (μmol/L) | 0.002 (0.001, 0.003) | 0.004 | 0.107 | 0.030 | ||||
| Serum PTH (pmol/L) | -0.010 (-0.017, -0.003) | 0.004 | -0.043 | 0.385 | ||||
| Serum calcium (mmol/L) | -0.232 (-0.416, -0.049) | 0.013 | -0.009 | 0.858 | ||||
| Serum 25(OH)D (nmol/L) | -0.100 | 0.044 | ||||||
| HOMA-IR | 0.043 (0.005, 0.081) | 0.027 | 0.007 (0.002, 0.013) | 0.006 | 0.148 | 0.003 | ||
| Adjusted R2 | 0.095 | 0.216 | 0.238 | |||||
*Males = 1. females = 0;
**smokers = 1. non-smokers = 0
Fig 1Relation between the serum CTX-1 and P1NP in the 406 subjects.
Partial correlation coefficients for bone turnover markers with sex, age, BMI, smoking status, serum calcium, creatinine, PTH, 25(OH)D and HOMA as control variables in the 406 subjects.
| P1NP | Lg. CTX-1 | DKK1 | Lg. Leptin | |||||
|---|---|---|---|---|---|---|---|---|
| Partial correlation coefficient | P-value | Partial correlation coefficient | P-value | Partial correlation coefficient | P-value | Partial correlation coefficient | P-value | |
| Serum P1NP (pg/ml) | 0.655 | <0.001 | 0.014 | 0.774 | -0.012 | 0.813 | ||
| Lg. serum CTX-1 (pg/ml) | 0.655 | <0.001 | 0.001 | 0.982 | -0.043 | 0.395 | ||
| Serum DKK1 (pg/ml) | 0.014 | 0.774 | 0.001 | 0.982 | 0.205 | <0.001 | ||
| Lg. serum Leptin (pg/ml) | -0.012 | 0.813 | -0.043 | 0.395 | 0.205 | <0.001 | ||
| Serum TNF-α (pg/ml) | 0.104 | 0.040 | 0.147 | 0.003 | 0.237 | <0.001 | 0.150 | 0.003 |
| Lg. serum OPG (pg/ml) | 0.102 | 0.043 | -0.017 | 0.735 | 0.199 | <0.001 | 0.160 | 0.001 |
| Lg. serum sclerostin pg/ml) | -0.084 | 0.095 | -0.120 | 0.017 | 0.139 | 0.006 | 0.138 | 0.006 |
| BMD total hip (g/cm2) | -0.208 | <0.001 | -0.224 | <0.001 | 0.039 | 0.481 | -0.026 | 0.640 |
| BMD L1 (g/cm2) | -0.116 | 0.038 | -0.143 | 0.010 | -0.007 | 0.907 | 0.054 | 0.038 |
*n = 334
Partial correlation coefficients for bone turnover markers with sex, age, BMI, smoking status, serum calcium, creatinine, PTH, 25(OH)D and HOMA as control variables in the 406 subjects.
| TNF-α | Lg. OPG | Lg. sclerostin | RANKL | |||||
|---|---|---|---|---|---|---|---|---|
| Partial correlation coefficient | P-value | Partial correlation coefficient | P-value | Partial correlation coefficient | P-value | Spearman´s rho | P-value | |
| Serum P1NP (pg/ml) | 0.104 | 0.040 | 0.102 | 0.043 | -0.084 | 0.095 | 0.013 | 0.796 |
| Lg. serum CTX-1 (pg/ml) | 0.147 | 0.003 | -0.017 | 0.735 | -0.120 | 0.017 | 0.040 | 0.420 |
| Serum DKK1 (pg/ml) | 0.237 | <0.001 | 0.199 | <0.001 | 0.139 | 0.006 | 0.001 | 0.978 |
| Lg. serum Leptin (pg/ml) | 0.150 | 0.003 | 0.160 | 0.001 | 0.138 | 0.006 | 0.060 | 0.226 |
| Serum TNF-α (pg/ml) | 0.207 | <0.001 | 0.154 | 0.002 | 0.223 | <0.001 | ||
| Lg. serum OPG (pg/ml) | 0.207 | <0.001 | 0.287 | <0.001 | -0.141 | 0.004 | ||
| Lg. serum sclerostin pg/ml) | 0.154 | 0.002 | 0.287 | <0.001 | 0.107 | 0.032 | ||
| BMD total hip (g/cm2) | -0.026 | 0.643 | 0.003 | 0.964 | 0.163 | 0.003 | 0.072 | 0.188 |
| BMD L1 (g/cm2) | 0.019 | 0.738 | 0.084 | 0.134 | 0.163 | 0.003 | -0.035 | 0.528 |
*n = 334
Fig 2Relation between P1PN and BMD total hip in the 406 subjects.
Fig 3Relation between sclerostin and BMD total hip in the 406 subjects.
Fig 4Relation between serum CTX-1 at baseline and after four months in the 195 subjects in the placebo group in the intervention study.
Fig 5Relation between serum P1NP at baseline and after four months in the 195 subjects in the placebo group in the intervention study.
Spearman’s correlation coefficient rho between serum values at baseline and end of study in the 195 subjects in the placebo group in the intervention study.
| Bone turnover marker | Rho between baseline and end of study value | P-value |
|---|---|---|
| Serum P1NP | 0.821 | <0.001 |
| Serum CTX-1 | 0.819 | <0.001 |
| Serum DKK1 | 0.860 | <0.001 |
| Serum Leptin | 0.919 | <0.001 |
| Serum TNF-α | 0.715 | <0.001 |
| Serum OPG | 0.781 | <0.001 |
| Serum sclerostin | 0.834 | <0.001 |
| Serum RANKL | 0.465 | <0.001 |
| Serum calcium | 0.614 | <0.001 |
| Serum creatinine | 0.925 | <0.001 |
| Serum PTH | 0.714 | <0.001 |
| Serum 25(OH)D | 0.453 | <0.001 |
| HOMA-IR | 0.760 | <0.001 |