| Literature DB >> 25427157 |
Masato Nishiwaki1, Kazumichi Kurobe2, Atsushi Kiuchi3, Tomohiro Nakamura1, Naoyuki Matsumoto4.
Abstract
PURPOSE: Arterial stiffness might be related to trunk flexibility in middle-aged and older participants, but it is also affected by age, sex, and blood pressure. This cross-sectional observational study investigated whether trunk flexibility is related to arterial stiffness after considering the major confounding factors of age, sex, and blood pressure. We further investigated whether a simple diagnostic test of flexibility could be helpful to screen for increased arterial stiffening.Entities:
Mesh:
Year: 2014 PMID: 25427157 PMCID: PMC4245207 DOI: 10.1371/journal.pone.0113646
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Flow diagram of study participants.
Analysis-A comprised ANOVA, ANCOVA, and Pearson's correlation. Analysis-B comprised univariate and stepwise multiple regression analyses. Analysis-C comprised determination of diagnostic criteria using ROC curve analysis and then assessment of flexibility as a diagnostic test. CAVI, cardio-ankle vascular index of arterial stiffness; estimated CAVI, value of CAVI estimated by multiple regression equation; flex, flexibility; H-flex, high-flexibility; P-flex, poor-flexibility; PA, amount of physical activity.
Characteristics of the participants according to age, sex, and flexibility.
| Young | Middle-aged | Older | ||||
| High | Poor | High | Poor | High | Poor | |
| Men | n = 105 | n = 105 | n = 91 | n = 92 | n = 71 | n = 72 |
| Age, y | 24±1 | 24±1 | 49±1 | 49±1 | 68±1 | 68±1 |
| Height, cm | 171.6±0.6 | 171.4±0.6 | 172.0±5.8 | 169.8±0.6 | 165.7±0.8 | 164.8±0.9 |
| Weight, kg | 67.2±1.0 | 65.6±1.0 | 72.8±1.1 | 70.4±1.0 | 65.1±1.0 | 64.2±1.0 |
| BMI, kg/m2 | 22.8±0.3 | 22.3±0.3 | 24.6±0.4 | 24.4±0.3 | 23.7±0.3 | 23.6±0.3 |
| HR, beats/min | 64±1 | 64±1 | 65±1 | 65±1 | 66±1 | 69±2 |
| SBP, mmHg | 126±1 | 125±1 | 134±2 | 130±2 | 137±2 | 137±2 |
| DBP, mmHg | 73±1 | 73±1 | 86±1 | 84±1 | 84±1 | 84±1 |
| MBP, mmHg | 91±1 | 91±1 | 102±1 | 99±1 | 102±1 | 102±1 |
| PP, mmHg | 53±1 | 52±1 | 47±1 | 46±1 | 53±2 | 53±2 |
| Current smoker, n/% | 4/3.8 | 13/12.3 | 13/14.2 | 7/7.6 | 4/5.6 | 5/6.9 |
| A-hypertensive, n/% | 0/0.0 | 0/0.0 | 7/7.7 | 6/6.5 | 15/21.1 | 25/34.7 |
| A-hyperlipidemic, n/% | 0/0.0 | 0/0.0 | 1/1.1 | 4/4.3 | 3/4.2 | 5/6.9 |
| Handgrip, N/kg | 6.7±0.1 | 6.6±0.1 | 6.0±0.1 | 6.0±0.1 | 6.1±0.1 | 5.7±0.1 |
| n = 95 | n = 94 | n = 74 | n = 87 | n = 68 | n = 70 | |
| PA, MET·h/week | 46.5±3.8 | 37.3±3.4 | 28.6±3.2 | 27.4±3.1 | 37.8±4.0 | 33.1±3.8 |
| Women | n = 99 | n = 101 | n = 108 | n = 110 | n = 98 | n = 98 |
| Age, y | 24±1 | 25±1 | 50±1 | 50±1 | 69±1 | 70±1 |
| Postmenopausal, n/% | 0/0.0 | 0/0.0 | 55/50.9 | 57/51.8 | 98/100.0 | 98/100.0 |
| Height, cm | 159.9±0.5 | 158.1±0.5 | 158.3±0.5 | 158.0±0.5 | 152.4±0.5 | 151.6±0.6 |
| Weight, kg | 54.0±0.8 | 51.7±0.7 | 52.4±0.8 | 53.5±0.8 | 51.6±0.7 | 51.9±0.7 |
| BMI, kg/m2 | 21.1±0.3 | 20.7±0.2 | 20.9±0.3 | 21.4±0.3 | 22.2±0.3 | 22.6±0.3 |
| HR, beats/min | 65±1 | 68±1 | 65±1 | 66±1 | 69±1 | 71±1 |
| SBP, mmHg | 115±1 | 114±1 | 123±2 | 124±1 | 134±2 | 135±2 |
| DBP, mmHg | 69±1 | 69±1 | 79±1 | 78±1 | 80±1 | 81±1 |
| MBP, mmHg | 84±1 | 84±1 | 93±1 | 93±1 | 98±1 | 99±1 |
| PP, mmHg | 46±1 | 45±1 | 44±1 | 46±1 | 53±1 | 54±1 |
| Current smoker, n/% | 1/1.0 | 3/3.0 | 8/7.4 | 8/7.3 | 0/0.0 | 3/3.1 |
| A-hypertensive, n/% | 0/0.0 | 0/0.0 | 2/1.9 | 5/4.5 | 25/25.5 | 26/26.5 |
| A-hyperlipidemic, n/% | 0/0.0 | 0/0.0 | 0/0.0 | 6/5.5 | 13/13.3 | 14/14.3 |
| Handgrip, N/kg | 5.1±0.1 | 5.1±0.1 | 5.3±0.1 | 5.2±0.1 | 4.8±0.1 | 4.4±0.1 |
| n = 89 | n = 88 | n = 98 | n = 102 | n = 93 | n = 94 | |
| PA, MET·h/week | 26.3±3.1 | 31.5±3.4 | 39.8±4.3 | 30.4±3.4 | 39.1±3.8 | 36.8±3.8 |
Data are means ± SE. BMI, body mass index; HR, Heart rate; SBP, Systolic blood pressure; DBP, diastolic pressure; MBP, mean blood pressure; PP, pulse pressure; A-hypertensive, Anti-hypertensive medication; A-hyperlipidemic, Anti-hyperlipidemic medication; Handgrip, Handgrip strength; PA, amount of physical activity.
*P<0.05 vs. young;
P<0.05 vs. middle-aged;
P<0.05 vs. high-flexibility within the same age and sex category.
ANOVA showed a significant difference in height between groups of middle-aged men and young women with high- and poor-flexibility, but ANCOVA did not.
Figure 2Trunk flexibility (A) and arterial stiffness (B) in groups with high- or poor-flexibility.
CAVI, cardio-ankle vascular index; *P<0.05 vs. high-flexibility within the same age category; †P<0.05 vs. young within the same sex and flexibility group; ‡P<0.05 vs. middle-age within the same sex and flexibility group; §P<0.05 vs. men within the same flexibility and age category; NS, not statistically significant.
Figure 3Relationships between trunk flexibility and arterial stiffness (CAVI) according to age and sex.
CAVI, cardio-ankle vascular index, which is theoretically adjusted by BP.
Stepwise multiple-regression analyses of factors affecting arterial stiffness.
| Regression Coefficient | SE | β | P | R2 Change (%) | |
| All participants (n = 1052) | |||||
| Constant | 5.977 | 0.267 | <0.001 | ||
| Age | 0.060 | 0.001 | 0.824 | <0.001 | 72.3 |
| Sex | −0.300 | 0.049 | −0.106 | <0.001 | 1.1 |
| Flexibility | −0.012 | 0.002 | −0.086 | <0.001 | 0.6 |
| BMI | −0.040 | 0.008 | −0.090 | <0.001 | 0.6 |
| MBP | 0.005 | 0.002 | 0.043 | <0.020 | 0.1 |
| Men (n = 488) | |||||
| Constant | 3.959 | 0.979 | <0.001 | ||
| Age | 0.058 | 0.002 | 0.786 | <0.001 | 71.4 |
| Flexibility | −0.019 | 0.004 | −0.142 | <0.001 | 1.5 |
| BMI | −0.042 | 0.011 | −0.089 | <0.001 | 0.6 |
| MBP | 0.009 | 0.003 | 0.073 | 0.006 | 0.4 |
| Height | 0.010 | 0.005 | 0.050 | 0.049 | 0.2 |
| Women (n = 564) | |||||
| Constant | 5.179 | 0.270 | <0.001 | ||
| Age | 0.065 | 0.002 | 0.897 | <0.001 | 75.2 |
| BMI | −0.085 | 0.021 | −0.185 | 0.001 | 0.5 |
| Weight | 0.022 | 0.008 | 0.122 | 0.005 | 0.3 |
| Flexibility | −0.006 | 0.003 | −0.044 | 0.045 | 0.2 |
| Premenopausal women (n = 276) | |||||
| Constant | 5.983 | 0.361 | <0.001 | ||
| Age | 0.060 | 0.003 | 0.741 | <0.001 | 56.6 |
| HR | −0.012 | 0.003 | −0.138 | <0.001 | 2.0 |
| BMI | −0.032 | 0.012 | −0.102 | 0.008 | 1.0 |
| Postmenopausal women (n = 288) | |||||
| Constant | −3.797 | 1.544 | 0.015 | ||
| Age | 0.092 | 0.006 | 0.805 | <0.001 | 47.6 |
| Height | 0.049 | 0.009 | 0.286 | <0.001 | 3.6 |
| Flexibility | −0.013 | 0.005 | −0.120 | 0.005 | 1.1 |
| Weight | −0.016 | 0.006 | −0.118 | 0.008 | 1.2 |
Excluded variables: HR, Handgrip strength, Amount of PA, Surveyed area, A-hypertensive-m, A-hyperlipidemic-m, and Smoking (R2 = 0.747, Adjusted R2 = 0.745, P<0.001).
Excluded variables: Weight, HR, Handgrip strength, Amount of PA, Surveyed area, A-hypertensive-m, A-hyperlipidemic-m, and Smoking (R2 = 0.741, Adjusted R2 = 0.738, P<0.001).
Excluded variables: Height, MBP, HR, Handgrip strength, Amount of PA, Surveyed area, A-hypertensive-m, A-hyperlipidemic-m, and Smoking (R2 = 0.761, Adjusted R2 = 0.760, P<0.001).
Excluded variables: Height, Weight, MBP, Flexibility, Handgrip strength, Amount of PA, Surveyed area, A-hypertensive-m, A-hyperlipidemic-m, and Smoking (R2 = 0.596, Adjusted R2 = 0.591, P<0.001).
Excluded variables: BMI, MBP, HR, Handgrip strength, Amount of PA, Surveyed area, A-hypertensive-m, A-hyperlipidemic-m, and Smoking (R2 = 0.535, Adjusted R2 = 0.529, P<0.001).
Sex: male, 1; female, 2. A-hypertensive-m, Anti-hypertensive medication; A-hyperlipidemic-m, Anti-hyperlipidemic medication.
Application of flexibility as a diagnostic test.
| n | Cut-off point | AUC (95%CI) | Se (%) | Sp (%) | PPV (%) | NPV (%) | |
| ROC curve analyses of flexibility | |||||||
| All participants | 1150 | 39.0 cm | 0.674 (0.642–0.707) | 70.5 | 57.0 | 46.3 | 78.6 |
| Men | 536 | 33.2 cm | 0.711 (0.666–0.756) | 61.7 | 69.7 | 53.4 | 76.4 |
| Women | 614 | 39.2 cm | 0.639 (0.592–0.686) | 61.1 | 62.0 | 44.3 | 76.3 |
| ROC curve analysis of CAVI estimated from multiple regression equation for all participants | |||||||
| All participants | 1150 | 7.9 unit | 0.930 (0.916–0.944) | 85.9 | 84.9 | 74.9 | 92.0 |
AUC, area under the curve; CI, confidence interval; Se, sensitivity; Sp; specificity; PPV, positive predictive value; NPV, negative predictive value; ROC curve, receiver operating characteristic curve; CAVI, cardio-ankle vascular index.
Figure 4Relationships between trunk flexibility and arterial stiffness (baPWV) according to age and sex.
baPWV, brachial-ankle PWV as an index of stiffness in the central arteries.