| Literature DB >> 28369107 |
Amabile Dario1, Manuela Ferreira2,3, Kathryn Refshauge1, Alison Harmer1, Juan Sánchez-Romera4,5, Francisco Pérez-Riquelme4,5, Ligia Cisneros6, Juan Ordoñana4,5, Paulo Ferreira1.
Abstract
BACKGROUND: Back pain and type 2 diabetes often co-occur, resulting in greater impact on people's health and complexity in their care. Plausible causal mechanisms for this association have been proposed, yet the nature of the link remains unclear. We therefore explored the direction of the association between type 2 diabetes and chronic back pain in twins, controlling for genetics and early environmental confounding.Entities:
Mesh:
Year: 2017 PMID: 28369107 PMCID: PMC5378369 DOI: 10.1371/journal.pone.0174757
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Statistical analysis schema and sample size.
The level of adjustment for confounding factors increases throughout the analytical stages.
Characteristics of study sample, including anthropometric data, lifestyle factors, and type 2 diabetes and back pain status at baseline and follow-up.
| Variables | Baseline | Follow-up | ||
|---|---|---|---|---|
| Mean(SD) or % | n | Mean (SD) or % | n | |
| Age (years) | 53.6(7.3) | 2096 | 56.7(7.1) | 1613 |
| Height (m) | 1.63(1.0) | 2049 | 1.64(9.2) | 1502 |
| Weight (kg) | 73.2(14.1) | 2082 | 73.2(13.7) | 1575 |
| Body mass index (kg/m2) | 27.4(4.5) | 2041 | 27.2(4.3) | 1491 |
| Male | 44.8% | 940 | 44.9% | 725 |
| Current smokers | 36.2% | 759 | 30.8% | 496 |
| Work-related physical activity | 18.8% | 393 | 20.8% | 336 |
| Leisure-time physical activity | 54.2% | 1137 | 66.0% | 1064 |
| Type 2 diabetes | 10.9% | 229 | 13.0% | 210 |
| Low back pain | 32.2% | 675 | 36.8% | 593 |
| Neck pain | 28.4% | 595 | 24.8% | 400 |
| Spinal pain | 18.2% | 381 | 14.8% | 239 |
^ Spinal pain: concurrent lower back and neck pain; SD: standard deviation; n: number of participants
a Percentage engaged in physical activity within group
b Prevalence.
Association between type 2 diabetes and chronic spinal pain (concurrent low back pain and neck pain) for all participants and by sex.
| Models | All participants | Female | Male | |||
|---|---|---|---|---|---|---|
| OR (95% CI) | n | OR (95% CI) | n | OR (95% CI) | n | |
| Unadjusted | 2096 | 1156 | 1.27 (0.65 to 2.47) | 940 | ||
| Adjusted | 2084 | 1153 | 1.69 (0.81 to 3.49) | 931 | ||
| MZ and DZ pairs | 1.12 (0.58 to 2.15) | 402 | 1.07 (0.43 to 2.64) | 222 | 2.04 (0.37 to 11.26) | 76 |
| Unadjusted | 1485 | 813 | 672 | |||
| Adjusted | 1485 | 2.60 (0.87 to 7.82) | 813 | 672 | ||
| MZ and DZ pairs | 2.90 (0.48 to 17.42) | 52 | - | - | - | - |
| Unadjusted | 0.95 (0.49 to 1.84) | 1293 | 0.78 (0.30 to 2.05) | 637 | 1.16 (0.46 to 2.92) | 656 |
| Adjusted | 0.85 (0.42 to 1.73) | 1284 | 0.60 (0.20 to 1.81) | 636 | 1.16 (0.44 to 3.05) | 648 |
| Unadjusted | 3.80 (0.91 to 15.82) | 98 | 7.17 (0.89 to 57.47) | 52 | 2.20 (0.31 to 15.49) | 46 |
| Adjusted | 3.67 (0.84 to 16.03) | 98 | 7.16 (0.91 to 56.41) | 52 | 2.24 (0.26 to 19.47) | 46 |
| Unadjusted | 0.80 (0.31 to 2.11) | 1399 | 1.63 (0.54 to 4.93) | 778 | - | - |
| Adjusted | 1.01 (0.39 to 2.59) | 1399 | 1.52 (0.50 to 4.65) | 778 | - | - |
SP: Spinal pain; OR: Odds ratio; CI: Confidence interval; MZ: Monozygotic; DZ: Dizygotic; n: Number of participants in each analysis stage
1 Adjusted for age and sex
2 Adjusted for work-related physical activity
3 Adjusted for body mass index
# Severe pain: pain ≥ 9 on visual analogical scale (0 to 10) in the last episode
* Case-control analysis: twins are discordant for spinal pain status. Analyses stratified by gender only include same-sex pairs. Numbers in bold represent statistically significant results (p≤ 0.05).
Association between type 2 diabetes and chronic neck pain for all participants and by sex.
| Models | All participants | Female | Male | |||
|---|---|---|---|---|---|---|
| OR (95% CI) | n | OR (95% CI) | n | OR (95% CI) | n | |
| Unadjusted | 2096 | 1156 | 1.04 (0.60 to 1.79) | 940 | ||
| Adjusted | 2074 | 1146 | 1.09 (0.61 to 1.95) | 928 | ||
| MZ and DZ pairs | 1.23 (0.62 to 2.27) | 552 | 1.69 (0.66 to 4.32) | 278 | 0.85 (0.23 to 3.19) | 118 |
| Unadjusted | 1511 | 826 | 1.95 (0.80 to 4.77) | 685 | ||
| Adjusted | 1511 | 2.19 (0.99 to 4.87) | 826 | 2.44 (0.92 to 6.48) | 685 | |
| MZ and DZ pairs | 0.91 (0.30 to 2.78) | 86 | 1.00 (0.06 to 15.99) | 30 | 1.33 (0.29 to 5.96) | 30 |
| Unadjusted | 1.29 (0.77 to 2.18) | 1126 | 1.27 (0.56 to 2.89) | 519 | 1.31 (0.66 to 2.61) | 607 |
| Adjusted | 1.16 (0.65 to 1.91) | 1111 | 0.82 (0.34 to 2.01) | 513 | 1.38 (0.68 to 2.82) | 598 |
| Unadjusted | 1.88 (0.58 to 6.11) | 138 | 5.33 (0.92 to 31.06) | 63 | 0.87 (0.16 to 4.72) | 75 |
| Adjusted | 1.91 (0.52 to 6.95) | 138 | 6.42 (0.92 to 44.53) | 63 | 0.74 (0.12 to 4.64) | 75 |
| Unadjusted | 0.80 (0.31 to 2.11) | 1399 | 1.63 (0.54 to 4.93) | 778 | - | - |
| Adjusted | 1.01 (0.39 to 2.59) | 1399 | 1.52 (0.50 to 4.65) | 778 | - | - |
NP: Neck Pain; OR: Odds ratio; CI: Confidence interval; MZ: Monozygotic; DZ: Dizygotic; n: Number of participants in each analysis stage
1Adjusted for age and sex
2Adjusted for work-related physical activity
3Adjusted for body mass index
4Adjusted for smoking
# Severe pain: pain ≥ 9 on visual analogical scale (0 to 10) in the last episode
* Case-control analysis: twins are discordant for neck pain status. Analyses stratified by gender only include same-sex pairs. Numbers in bold represent statistically significant results (p≤ 0.05).
Association between type 2 diabetes and chronic low back pain for all participants and by sex.
| Models | All participants | Female | Male | |||
|---|---|---|---|---|---|---|
| OR (95% CI) | n | OR (95% CI) | n | OR (95% CI) | n | |
| Unadjusted | 1.07 (0.80 to 1.45) | 2096 | 1.38 (0.93 to 2.04) | 1156 | 0.79 (0.48 to 1.29) | 940 |
| Adjusted | 1.18 (0.86 to 1.60) | 2084 | 1.35 (0.90 to 2.03) | 1153 | 0.96 (0.57 to 1.62) | 931 |
| MZ and DZ pairs | 0.84 (0.45 to 1.55) | 610 | 0.89 (0.34 to 2.30) | 284 | 1.02 (0.25 to 4.10) | 136 |
| Unadjusted | 1.36 (0.86 to 2.15) | 1525 | 1.52 (0.83 to 2.81) | 834 | 1.20 (0.60 to 2.39) | 691 |
| Adjusted | 1525 | 1.88 (0.99 to 3.58) | 834 | 1.40 (0.67 to 2.95) | 691 | |
| MZ and DZ pairs | 2.75 (0.54 to 13.91) | 146 | - | - | - | - |
| Unadjusted | 0.76 (0.47 to 1.22) | 1084 | 0.87 (0.41 to 1.85) | 515 | 0.67 (0.36 to 1.27) | 569 |
| Adjusted | 0.84 (0.51 to 1.40) | 1077 | 0.73 (0.32 to 1.63) | 514 | 0.98 (0.50 to 1.92) | 563 |
| Unadjusted | 1.88 (0.71 to 5.02) | 218 | 1.25 (0.23 to 6.85) | 89 | 2.38 (0.70 to 8.12) | 129 |
| Adjusted | 1.91 (0.67 to 5.46) | 218 | 1.38 (0.24 to 7.99) | 89 | 2.23 (0.56 to 8.77) | 129 |
| Unadjusted | 0.92 (0.45 to 1.90) | 1399 | 2.03 (0.70 to 5.94) | 778 | 0.43 (0.11 to 1.76) | 621 |
| Adjusted | 1.10 (0.54 to 2.22) | 1399 | 1.92 (0.66 to 5.60) | 778 | 0.49 (0.12 to 1.97) | 621 |
LBP: Low back pain; OR: Odds ratio; CI: Confidence interval; MZ: Monozygotic; DZ: Dizygotic; n: Number of participants
1Adjusted for age and sex
2 Adjusted for work-related physical activity
3Adjusted for body mass index
# Severe pain: pain ≥ 9 on visual analogical scale (0 to 10) in the last episode
* Case-control analysis: twins are discordant for low back pain status. Analyses stratified by gender only include same-sex pairs. Numbers in bold represent statistically significant results (p≤ 0.05).