| Literature DB >> 24260542 |
Paul T Williams1, Paul D Thompson.
Abstract
PURPOSE: Test whether: 1) walking intensity predicts mortality when adjusted for walking energy expenditure, and 2) slow walking pace (≥24-minute mile) identifies subjects at substantially elevated risk for mortality.Entities:
Mesh:
Year: 2013 PMID: 24260542 PMCID: PMC3834211 DOI: 10.1371/journal.pone.0081098
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Sample characteristics (percent or mean±SD) by walking pace.
| Quartiles of age and sex-adjusted walking pace | ||||
|---|---|---|---|---|
| Walking energy expenditure: | 1st (fastest) | 2nd (penultimate fastest) | 3rd (penultimate slowest) | 4th (slowest) |
|
| ||||
| Sample (N) | 7903 | 7907 | 7900 | 7897 |
| Walking pace (mi per min)* | <13.47 | 13.47-14.87 | 14.88-16.80 | ≥16.81 |
| Walking (METhr/d)¶ | 2.82±1.83 | 2.18±1.48 | 2.10±1.52 | 1.42±1.29 |
| Age (y) | 53.48±13.52 | 46.97±10.92 | 49.19±13.15 | 51.63±12.80 |
| Follow-up (y)¶ | 9.70±1.28 | 9.56±1.23 | 9.62±1.25 | 9.41±1.13 |
| Education (y)¶ | 15.04±2.50 | 15.14±2.48 | 15.10±2.50 | 14.81±2.55 |
| Baseline smoker (%)¶ | 3.71 | 5.62 | 5.22 | 6.53 |
| Ever smoked (%)‡ | 40.22 | 38.28 | 38.38 | 39.52 |
| Prior heart attack (%)‡ | 2.54 | 1.58 | 1.86 | 3.08 |
| Meat (serving/d)¶ | 0.33±0.33 | 0.38±0.38 | 0.36±0.37 | 0.42±0.38 |
| Fruit (pieces/d)¶ | 1.73±1.16 | 1.52±1.07 | 1.61±1.11 | 1.45±1.07 |
| Alcohol (g/d)¶ | 6.26±11.29 | 5.62±10.02 | 5.67±10.45 | 4.49±9.59 |
| Aspirin (tablets/d)§ | 0.27±0.58 | 0.23±0.54 | 0.26±0.62 | 0.30±0.64 |
| BMI (kg/m2)¶ | 24.26±4.07 | 25.29±4.82 | 25.24±5.07 | 28.30±6.69 |
| Mortality (%)§ | 3.78 | 1.99 | 3.03 | 4.08 |
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| ||||
| Sample (N) | 1844 | 1849 | 1844 | 1837 |
| Walking pace (mi per min)* | <13.49 | 13.49-15.12 | 15.13-17.05 | ≥17.06 |
| Walking (METhr/d)¶ | 2.80±1.89 | 2.32±1.59 | 2.08±1.55 | 1.66±1.37 |
| Age (y) | 63.32±13.83 | 58.84±9.83 | 60.23±13.75 | 61.55±12.78 |
| Follow-up (y)¶ | 9.64±1.21 | 9.52±1.17 | 9.52±1.14 | 9.31±1.05 |
| Education (y)§ | 15.90±2.69 | 16.12±2.70 | 15.89±2.72 | 15.80±2.80 |
| Smokers (%)‡ | 3.69 | 3.84 | 4.56 | 5.17 |
| Ever smoked (%)‡ | 53.85 | 52.14 | 52.17 | 55.85 |
| Prior heart attack (%)‡ | 12.20 | 8.87 | 11.23 | 13.39 |
| Meat (serving/d)§ | 0.43±0.40 | 0.44±0.42 | 0.46±0.44 | 0.51±0.47 |
| Fruit (pieces/d)§ | 1.66±1.26 | 1.53±1.20 | 1.52±1.18 | 1.42±1.13 |
| Alcohol (g/d)§ | 11.76±17.68 | 10.43±16.56 | 9.73±15.42 | 9.60±16.26 |
| Aspirin (tablets/d) † | 0.46±0.73 | 0.47±0.62 | 0.45±0.72 | 0.48±0.86 |
| BMI (kg/m2)¶ | 26.43±3.96 | 27.16±4.51 | 27.08±4.52 | 28.13±5.30 |
| Mortality (%)§ | 14.75 | 8.71 | 13.12 | 15.08 |
* Adjusted to the expected value of a 55 year old male. Significant of trend by standard linear regression or logistic regression: † P<0.05; ‡ P<0.01; § P<0.0001; ¶ P<10-15
Sample characteristics (mean±SD) by mortality status.
| Females | Males | |||
|---|---|---|---|---|
| Dead | Alive | Dead | Alive | |
| Sample (N) | 1016 | 30591 | 952 | 6422 |
| Walking (METhr/d)¶ | 1.72±1.57 | 2.14±1.62 | 1.92±1.59 | 2.26±1.67 |
| Walking pace (min/mi)¶ | 19.59±6.19 | 17.20±4.52 | 19.30±6.01 | 17.35±4.20 |
| Age (y)¶ | 66.55±13.73 | 49.78±12.49 | 72.51±10.86 | 59.27±12.11 |
| Education (y)¶ | 14.50±2.57 | 15.04±2.50 | 15.42±2.80 | 16.00±2.71 |
| Baseline smoker (%)‡ | 6.89 | 5.21 | 5.67 | 4.11 |
| Ever smoked (%)¶ | 46.56 | 38.85 | 65.44 | 51.73 |
| Prior heart attack (%)¶ | 9.35 | 2.03 | 24.79 | 9.44 |
| Meat (serving/d)* | 0.39±0.37 | 0.37±0.37 | 0.48±0.47 | 0.46±0.43 |
| Fruit (pieces/d)† | 1.71±1.20 | 1.57±1.11 | 1.55±1.20 | 1.53±1.20 |
| Alcohol (g/d) | 5.28±11.85 | 5.52±10.32 | 10.13±17.25 | 10.42±16.41 |
| Aspirin (tablets/d)¶ | 0.55±1.02 | 0.45±0.69 | 0.40±0.66 | 0.26±0.59 |
| BMI (kg/m2) | 25.87±5.84 | 25.77±5.45 | 26.85±4.83 | 27.25±4.60 |
Sex-adjusted difference by mortality status significant at : * P<0.05; † P<0.01; ‡ P<0.001; § P<0.0001; ¶ P<10-15
Figure 1Hazard ratio for all cause mortality by quartiles of walking pace (min/mi, highest quartiles slowest pace) adjusted for age (age and age2).
Standard covariates include education, smoking status, daily intakes of alcohol, meat and fruit, aspirin use, and prior heart attack. Additional adjustment for walking energy expenditure where indicated. Significance levels for the risk reduction relative to being in the fastest (1th) quartile are coded: * P<0.05, † P<0.01, ‡ P<0.001, and § P<0.0001.
Hazard ratios (95% confidence interval) from proportional hazard analyses for cause-specific mortality vs. min/mile walking pace in 38,981 participants of the National Walkers’ Health Study.
| Deaths | Risk increase per min/mi of walking pace (95% confidence interval) | |||
|---|---|---|---|---|
| Underlying | All related | Underlying | All related | |
| All cause mortality | 1968 | 1.018 | ||
| (1.007, 1.029) | ||||
| P=10-5 | ||||
| Cardiovascular disease (ICD10 I00-I78) | 637 | 1017 | 1.024 | 1.019 |
| (1.010, 1.038) | (1.009, 1.030) | |||
| P=0.001 | P=0.0003 | |||
| Ischemic heart disease (ICD10 I20-I25) | 336 | 472 | 1.028 | 1.016 |
| (1.010, 1.047) | (1.000, 1.033) | |||
| P=0.003 | P=0.05 | |||
| Heart Failure (ICD10 I50) | 36 | 185 | 1.065 | 1.038 |
| (1.024, 1.107) | (1.017, 1.059) | |||
| P=0.001 | P=0.0003 | |||
| Hypertensive diseases (ICD10 I10-I13) | 31 | 207 | 1.062 | 1.021 |
| (1.014, 1.111) | (0.996, 1.046) | |||
| P=0.01 | P=0.10 | |||
| Dysrhythmias (ICD10 I46-I49) | 37 | 379 | 1.014 | 1.025 |
| (0.963, 1.068) | (1.008, 1.042) | |||
| P=0.60 | P=0.003 | |||
| Cerebrovascular disease (ICD10 I60-I69) | 115 | 194 | 0.979 | 1.017 |
| (0.943, 1.017) | (0.990, 1.044) | |||
| P=0.28 | P=0.23 | |||
| Other cardiovascular disease | 82 | 73 | 1.025 | 1.025 |
| (0.986, 1.066) | (0.984, 1.069) | |||
| P=0.21 | P=0.23 | |||
| Diabetes (ICD10 E10-E14) | 32 | 138 | 1.063 | 1.017 |
| (1.019, 1.109) | (0.990, 1.045) | |||
| P=0.004 | P=0.21 | |||
| Dementia (ICD10 F01-F06) | 44 | 108 | 1.066 | 1.036 |
| (1.029, 1.104) | (1.006, 1.067) | |||
| P=0.0004 | P=0.02 | |||
Effects of excluding deaths occurring within the first three years since baseline on the hazard ratios of all-cause and cause-specific mortality vs. min/mile walking pace in 38,642 participants of the National Walkers’ Health Study.
| Deaths | Risk increase per min/mi of walking pace (95% confidence interval) | |||
|---|---|---|---|---|
| Underlying | All related | Underlying | All related | |
| All cause mortality | 1630 | 1.018 | ||
| (1.010, 1.027) | ||||
| P=0.0001 | ||||
| Cardiovascular disease (ICD10 I00-I78) | 520 | 843 | 1.021 | 1.021 |
| (1.006, 1.036) | (1.010, 1.032) | |||
| P=0.006 | P=0.0002 | |||
| Ischemic heart disease (ICD10 I20-I25) | 268 | 380 | 1.028 | 1.016 |
| (1.007, 1.049) | (0.998, 1.035) | |||
| P=0.008 | P=0.09 | |||
| Heart Failure (ICD10 I50) | 35 | 158 | 1.063 | 1.042 |
| (1.027, 1.110) | (1.020, 1.065) | |||
| P=0.001 | P=0.0002 | |||
| Hypertensive diseases (ICD10 I10-I13) | 26 | 177 | 1.068 | 1.019 |
| (1.016, 1.123) | (0.994, 1.046) | |||
| P=0.01 | P=0.14 | |||
| Dysrhythmias (ICD10 I46-I49) | 31 | 379 | 1.034 | 1.030 |
| (0.989, 1.080) | (1.013, 1.048) | |||
| P=0.14 | P=0.001 | |||
| Cerebrovascular disease (ICD10 I60-I69) | 93 | 160 | 0.956 | 1.019 |
| (0.910, 1.005) | (0.990, 1.049) | |||
| P=0.08 | P=0.20 | |||
| Other cardiovascular disease | 82 | 73 | 0.992 | 1.005 |
| (0.948, 1.038) | (0.961, 1.050) | |||
| P=0.74 | P=0.84 | |||
| Diabetes (ICD10 E10-E14) | 29 | 118 | 1.068 | 1.018 |
| (1.021, 1.116) | (0.990, 1.046) | |||
| P=0.004 | P=0.21 | |||
| Dementia (ICD10 F01-F06) | 42 | 99 | 1.057 | 1.029 |
| (1.018, 1.099) | (0.997, 1.062) | |||
| P=0.004 | P=0.08 | |||
Hazard ratios for walking slower than 24.19 minutes per mile (corresponding to ≤400m during a 6 minute walk test) vs. faster pace in participants of the National Walkers’ Health Study.
| Risk increase per min/mi of walking pace (95% confidence interval) | ||||
|---|---|---|---|---|
| All participants N=38,981 | Adequately active | |||
| Underlying cause | All-related deaths | Underlying cause | All-related deaths | |
| All cause mortality | 1.283 | 1.443 | ||
| (1.130, 1.457) | (1.199, 1.737) | |||
| P=0.0001 | P=0.0001 | |||
| Cardiovascular disease | 1.310 | 1.303 | 1.439 | 1.363 |
| (1.054, 1.630) | (1.101, 1.542) | (1.040, 1.991) | (1.059, 1.755) | |
| P=0.02 | P=0.002 | P=0.03 | P=0.02 | |
| Ischemic heart disease | 1.318 | 1.233 | 1.338 | 1.188 |
| (0.974, 1.784) | (0.952, 1.597) | (0.859, 2.082) | (0.799, 1.767) | |
| P=0.07 | P=0.11 | P=0.20 | P=0.40 | |
| Heart Failure | 2.722 | 1.527 | 1.509 | 2.007 |
| (1.344, 5.512) | (1.052, 2.217) | (0.446, 5.106) | (1.190, 3.386) | |
| P=0.005 | P=0.03 | P=0.51 | P=0.009 | |
| Hypertensive diseases | 2.072 | 1.362 | 4.764 | 1.580 |
| (0.869, 4.940) | (0.962, 2.015) | (1.483, 15.304) | (0.921, 2.712) | |
| P=0.10 | P=0.08 | P=0.009 | P=0.10 | |
| Dysrhythmias | 1.153 | 1.522 | 0.408 | 1.530 |
| (0.509, 2.612) | (1.170, 1.986) | (0.057, 2.907) | (1.035, 2.262) | |
| P=0.73 | P=0.002 | P=0.37 | P=0.03 | |
| Cerebrovascular disease | 1.282 | 1.282 | 1.017 | 1.467 |
| (0.888, 1.851) | (0.888, 1.049) | (0.429, 2.410) | (0.814, 2.644) | |
| P=0.19 | P=0.20 | P=0.97 | P=0.20 | |
| Other cardiovascular disease | 1.370 | 1.117 | 2.408 | 1.118 |
| (0.698, 2.687) | (0.538, 2.322) | (1.056, 5.495) | (0.417, 2.997) | |
| P=0.37 | 0.77 | P=0.04 | P=0.83 | |
| Diabetes | 1.534 | 1.238 | 1.874 | 1.248 |
| (0.640, 3.677) | (0.799, 1.920) | (0.399, 8.803) | (0.611, 2.549) | |
| P=0.34 | P=0.40 | P=0.43 | P=0.54 | |
| Dementia | 3.480 | 1.761 | 4.978 | 2.669 |
| (1.755, 6.901) | (1.091, 2.842) | (2.147, 11.545) | (1.369, 5.202) | |
| P=0.0003 | P=0.02 | P=0.0002 | P=0.004 | |
Adequately active defined as walking ≥7.5 METh/wk, and includes 1203 total deaths. As an underlying cause, there were 368 deaths due to major cardiovascular disease, 202 deaths due to ischemic heart disease, 19 deaths due to heart failure, 14 deaths due to hypertensive disease, 22 deaths due to dysrhythmia, 13 deaths due to diabetes, 72 deaths due to nervous system diseases, and 26 deaths due to dementia. For all related deaths (i.e., underlying and contributing) 591 were major cardiovascular disease related, 274 were ischemic heart disease related, 102 were heart failure related, 123 were hypertensive disease related, 217 were dysrhythmia related, 74 were diabetes related, 106 were nervous system disease related, and 59 were dementia related.