| Literature DB >> 32351827 |
Daniel Mok1, Jacek Bednarz1, Jan Zieren1, Theresa Ferguson1, Jordan Glass1, Kelcie Smith1, Brian Yonish1.
Abstract
Objective The aim of this study is to compare the prevalence of hypertension (HTN) in pre-clinical (first- and second-year) medical students at Lincoln Memorial University to that of the United States population and identify risk factors in this group. Materials and Methods Students from the DeBusk College of Osteopathic Medicine completed a survey that queried age, gender, tobacco use, alcohol consumption, diet, aerobic exercise, mental health, social support, amount of sleep per night, and past medical history. Omron BP710N (Omron 3 series) sphygmomanometers were used to measure blood pressures in the left arm. Waist circumference was measured around the umbilicus. HTN stages were defined under the 2017 ACC/AHA guidelines. Univariate, binominal, and multinomial regression analyses of risk factors were performed using SPSS v22.0 with α = 0.05. Results Of the 213 students surveyed, 49.8% (106/213) were males, 49.3% (105/213) were females, and 0.9% (2/213) declined to reveal their gender. The mean age of the sample was 25.8 years (SD = 2.75 years) and the range was between 21 and 37 years. Under the 2017 ACC/AHA guidelines, 36.6% (78/213) were normotensive; 16.4% (35/213) had elevated blood pressure; 29.1% (62/213) had stage 1 HTN; and 17.8% (38/213) had stage 2 HTN. A multinomial logistic regression model was significant, χ 2(9) = 82.934, p < 0.001, explained 34.9% (Nagelkerke R2) of the variance in HTN, and correctly classified 50.2% of cases. In comparison to normotensive females, normotensive males are 2.81 times more likely (95% CI: 1.04-7.61; p = 0.042) to develop stage 2 HTN; increasing waist circumference by 1 cm in normotensive students was associated with a 10% increase (95% CI: 1.06-1.15; p < 0.001) in developing stage 2 HTN; and sleeping <6 hours per night was associated with 4.33 times increased (95% CI: 1.52-12.34; p = 0.006) likelihood of developing stage 2 HTN with respect to normotensive students who sleep for 6-8 hours a night. Conclusion Our sample of medical students has a 2.4 times higher prevalence of stage 2 HTN readings in comparison to adults aged 18-39 according to the 2015-2016 national CDC hypertension prevalence report. Risk factors including male gender and sleeping less than 6 hours per night are significant predictors of elevated and stage 2 HTN. Waist circumference is predictive of stage 1 HTN and stage 2 HTN. Additional studies should be conducted to increase the sample size in order to better assess the prevalence of stage 2 HTN in American medical students.Entities:
Keywords: american; hypertension; medical; sleep; students; waist circumference
Year: 2020 PMID: 32351827 PMCID: PMC7186086 DOI: 10.7759/cureus.7448
Source DB: PubMed Journal: Cureus ISSN: 2168-8184
Figure 1Blank sample questionnaire
Distribution of each risk factor in its corresponding blood pressure category
Blood pressure readings (n = 213) were taken from students where 11 students did not answer at least one survey question. Pearson's chi-square was performed for each risk factor. *p < 0.05
| Normotensive | Elevated | Stage 1 | Stage 2 | Test Statistic | P | Total | ||||||
| Count | % | Count | % | Count | % | Count | % | Count | % | |||
| Waist Circumference (cm) | ||||||||||||
| 60-69 | 16 | 20.5 | 2 | 5.7 | 5 | 8.1 | 2 | 5.3 | 52.227* | <0.001* | 25 | 11.7 |
| 70-79 | 30 | 38.5 | 12 | 34.3 | 13 | 21 | 1 | 2.6 | 56 | 26.3 | ||
| 80-89 | 18 | 23.1 | 16 | 45.7 | 19 | 30.6 | 10 | 26.3 | 63 | 29.6 | ||
| 90-99 | 11 | 14.1 | 4 | 11.4 | 16 | 25.8 | 14 | 36.8 | 45 | 21.1 | ||
| ≥100 | 3 | 3.8 | 1 | 2.9 | 9 | 14.5 | 11 | 28.9 | 24 | 11.3 | ||
| Age | ||||||||||||
| 21-23 | 15 | 19.2 | 5 | 14.3 | 12 | 19.4 | 6 | 15.8 | 13.654 | 0.552 | 38 | 17.8 |
| 24-26 | 41 | 52.6 | 21 | 60 | 31 | 50 | 17 | 44.7 | 110 | 51.6 | ||
| 27-29 | 17 | 21.8 | 7 | 20 | 13 | 21 | 9 | 23.7 | 46 | 21.6 | ||
| 30-31 | 2 | 2.6 | 1 | 2.9 | 3 | 4.8 | 3 | 7.9 | 9 | 4.2 | ||
| 32-33 | 1 | 1.3 | 1 | 2.9 | 3 | 4.8 | 0 | 0 | 5 | 2.3 | ||
| >33 | 2 | 2.6 | 0 | 0 | 0 | 0 | 3 | 7.9 | 5 | 2.3 | ||
| Gender | ||||||||||||
| Male | 21 | 27.3 | 26 | 74.3 | 34 | 55.7 | 26 | 68.4 | 30.091* | <0.001* | 107 | 50.7 |
| Female | 56 | 72.7 | 9 | 25.7 | 27 | 44.3 | 12 | 31.6 | 104 | 49.3 | ||
| Tobacco Use | ||||||||||||
| Yes | 1 | 1.3 | 1 | 2.9 | 7 | 11.5 | 1 | 2.6 | 8.798* | 0.032* | 10 | 4.7 |
| No | 76 | 98.7 | 34 | 97.1 | 54 | 88.5 | 37 | 97.4 | 201 | 95.3 | ||
| Alcohol Use | ||||||||||||
| Yes | 0 | 0 | 1 | 2.9 | 4 | 6.7 | 2 | 5.3 | 5.246 | 0.155 | 7 | 3.3 |
| No | 78 | 100 | 34 | 97.1 | 56 | 93.3 | 36 | 94.7 | 204 | 96.7 | ||
| Soft Drinks | ||||||||||||
| Yes | 27 | 34.6 | 13 | 37.1 | 30 | 49.2 | 18 | 48.6 | 4.048 | 0.256 | 88 | 41.7 |
| No | 51 | 65.4 | 22 | 62.9 | 31 | 50.8 | 19 | 51.4 | 123 | 58.3 | ||
| Fast Food | ||||||||||||
| Yes | 33 | 42.3 | 18 | 51.4 | 30 | 50 | 26 | 70.3 | 7.882* | 0.049* | 107 | 51 |
| No | 45 | 57.7 | 17 | 48.6 | 30 | 50 | 11 | 29.7 | 103 | 49 | ||
| High Glycemic | ||||||||||||
| Yes | 50 | 64.1 | 22 | 62.9 | 34 | 56.7 | 29 | 76.3 | 3.921 | 0.27 | 135 | 64 |
| No | 28 | 35.9 | 13 | 37.1 | 26 | 43.3 | 9 | 23.7 | 76 | 36 | ||
| Red Meats | ||||||||||||
| Yes | 35 | 44.9 | 23 | 65.7 | 35 | 58.3 | 24 | 63.2 | 6.142 | 0.105 | 117 | 55.5 |
| No | 43 | 55.1 | 12 | 34.3 | 25 | 41.7 | 14 | 36.8 | 94 | 44.5 | ||
| Aerobic Exercise | ||||||||||||
| Yes | 36 | 46.8 | 18 | 52.9 | 32 | 52.5 | 17 | 44.7 | 0.935 | 0.817 | 103 | 49 |
| No | 41 | 53.2 | 16 | 47.1 | 29 | 47.5 | 21 | 55.3 | 107 | 51 | ||
| Amount of Sleep | ||||||||||||
| <6 | 11 | 14.1 | 13 | 37.1 | 15 | 24.6 | 15 | 39.5 | 19.355* | 0.004* | 54 | 25.5 |
| 6 to 8 | 60 | 76.9 | 20 | 57.1 | 46 | 75.4 | 23 | 60.5 | 149 | 70.3 | ||
| >8 | 7 | 9 | 2 | 5.7 | 0 | 0 | 0 | 0 | 9 | 4.2 | ||
| Major Depressive Disorder | ||||||||||||
| Yes | 10 | 12.8 | 4 | 11.4 | 10 | 16.4 | 9 | 23.7 | 2.84 | 0.417 | 33 | 15.6 |
| No | 68 | 87.2 | 31 | 88.6 | 51 | 83.6 | 29 | 76.3 | 179 | 84.4 | ||
| Feeling Depressed | ||||||||||||
| Yes | 19 | 24.4 | 7 | 20 | 14 | 23 | 11 | 28.9 | 0.858 | 0.836 | 51 | 24.1 |
| No | 59 | 75.6 | 28 | 80 | 47 | 77 | 27 | 71.1 | 161 | 75.9 | ||
| Loss of Pleasure | ||||||||||||
| Yes | 14 | 17.9 | 5 | 14.3 | 10 | 16.4 | 12 | 31.6 | 4.658 | 0.199 | 41 | 19.3 |
| No | 64 | 82.1 | 30 | 85.7 | 51 | 83.6 | 26 | 68.4 | 171 | 80.7 | ||
| Generalized Anxiety Disorder | ||||||||||||
| Yes | 16 | 20.5 | 8 | 22.9 | 15 | 24.6 | 6 | 15.8 | 1.164 | 0.762 | 45 | 21.2 |
| No | 62 | 79.5 | 27 | 77.1 | 46 | 75.4 | 32 | 84.2 | 167 | 78.8 | ||
| Uncontrolled Anxiety | ||||||||||||
| Yes | 50 | 64.1 | 26 | 74.3 | 38 | 62.3 | 21 | 55.3 | 2.923 | 0.404 | 135 | 63.7 |
| No | 28 | 35.9 | 9 | 25.7 | 23 | 37.7 | 17 | 44.7 | 77 | 36.3 | ||
| Worrying | ||||||||||||
| Yes | 18 | 23.1 | 8 | 22.9 | 16 | 26.2 | 6 | 15.8 | 1.476 | 0.688 | 48 | 22.6 |
| No | 60 | 76.9 | 27 | 77.1 | 45 | 73.8 | 32 | 84.2 | 164 | 77.4 | ||
| Social Support | ||||||||||||
| Yes | 73 | 93.6 | 33 | 94.3 | 57 | 93.4 | 35 | 92.1 | 0.153 | 0.985 | 198 | 93.4 |
| No | 5 | 6.4 | 2 | 5.7 | 4 | 6.6 | 3 | 7.9 | 14 | 6.6 | ||
| Family History: Cardiovascular Event | ||||||||||||
| Yes | 41 | 52.6 | 17 | 48.6 | 27 | 45 | 19 | 50 | 0.791 | 0.852 | 104 | 49.3 |
| No | 37 | 47.4 | 18 | 51.4 | 33 | 55 | 19 | 50 | 107 | 50.7 | ||
| Family History: Type 2 Diabetes | ||||||||||||
| Yes | 32 | 41 | 17 | 48.6 | 23 | 38.3 | 16 | 42.1 | 0.977 | 0.807 | 88 | 41.7 |
| No | 46 | 59 | 18 | 51.4 | 37 | 61.7 | 22 | 57.9 | 123 | 58.3 | ||
Binomial regression of the risk factors of hypertension (encompassing elevated, stage 1 HTN, and stage 2 HTN) compared to normotension
Omnibus chi-square = 61.572, P < 0.001; Nagelkerke R2: 0.359. The model predicts 74.8% of cases correctly (n = 202). B is the coefficient for the respective risk factor in the regression. *p < 0.05 † SPSS could not calculate an upper CI interval.
CI, confidence interval
| Risk Factors | B | Significance | Odds Ratio | 95% Confidence Interval | |
| Lower | Upper | ||||
| Waist Circumference | 0.041 | 0.028* | 1.04 | 1.004 | 1.081 |
| Age | -0.061 | 0.376 | 0.94 | 0.823 | 1.077 |
| Male Gender | 1.351 | 0.002* | 3.86 | 1.662 | 8.963 |
| Tobacco Use | 1.251 | 0.333 | 3.5 | 0.278 | 43.969 |
| Alcohol Use | 21.626 | 0.999 | 2.5x10^2 | 0 | † |
| Soft Drinks | 0.443 | 0.269 | 1.56 | 0.71 | 3.414 |
| Fast Food | -0.074 | 0.854 | 0.93 | 0.423 | 2.04 |
| High Glycemic | -0.026 | 0.949 | 0.98 | 0.445 | 2.136 |
| Red Meats | 0.441 | 0.264 | 1.56 | 0.717 | 3.369 |
| Aerobic Exercise | 0.001 | 0.997 | 1 | 0.461 | 2.176 |
| <6 hours of sleep | 1.266 | 0.004* | 3.55 | 1.511 | 8.328 |
| Major Depressive Disorder | 1.487 | 0.203 | 4.43 | 0.448 | 43.748 |
| Feeling Depressed | -0.425 | 0.502 | 0.65 | 0.19 | 2.257 |
| Loss of Pleasure | -1.223 | 0.181 | 0.29 | 0.049 | 1.766 |
| Generalized Anxiety Disorder | 1.268 | 0.442 | 3.56 | 0.14 | 90.167 |
| Uncontrolled Anxiety | -0.103 | 0.806 | 0.9 | 0.397 | 2.049 |
| Worrying | -0.801 | 0.605 | 0.45 | 0.022 | 9.312 |
| Social Support | -0.407 | 0.607 | 0.67 | 0.141 | 3.14 |
| Family History of Cardiovascular Event | -0.261 | 0.498 | 0.77 | 0.362 | 1.638 |
| Family History of Type 2 Diabetes | 0.253 | 0.554 | 1.29 | 0.556 | 2.982 |
Multinomial regression of predictive risk factors of elevated, stage 1 HTN, and stage 2 HTN compared to normotension.
Likelihood ratio chi-square test = 82.934; p < 0.001; Nagelkerke R2: 0.349. The model predicts 50.2% of cases correctly (n = 202). B is the coefficient for the respective risk factor in the regression. *p < 0.05.
| B | Significance | Odds Ratio | 95% Confidence Interval | ||
| Lower | Upper | ||||
| Elevated Blood Pressure | |||||
| Waist Circumference | -0.023 | 0.371 | 0.98 | 0.93 | 1.03 |
| Male Gender | 2.443 | <0.001* | 11.5 | 3.92 | 33.8 |
| <6 hours of sleep | 1.602 | 0.002* | 4.96 | 1.77 | 13.92 |
| Stage 1 Hypertension | |||||
| Waist Circumference | 0.052 | 0.006* | 1.05 | 1.02 | 1.09 |
| Male Gender | 0.8 | 0.051 | 2.23 | 1 | 4.96 |
| <6 hours of sleep | 0.786 | 0.092 | 2.19 | 0.88 | 5.48 |
| Stage 2 Hypertension | |||||
| Waist Circumference | 0.098 | <0.001* | 1.1 | 1.06 | 1.15 |
| Male Gender | 1.034 | 0.042* | 2.81 | 1.04 | 7.61 |
| <6 hours of sleep | 1.466 | 0.006* | 4.33 | 1.52 | 12.34 |
Distribution of blood pressure categories and risk factors in males and females
A total of 106 males and 105 females were surveyed (n = 211), where 9 students did not answer at least one survey question. Pearson Chi-square was performed for each risk factor. *p < 0.05
| Male | Female | Test Statistic | P | Male and Female Combined | ||||
| Count | % | Count | % | Count | % | |||
| Blood Pressure | ||||||||
| Normotensive | 21 | 19.8 | 56 | 53.3 | 28.295* | <0.001* | 77 | 36.5 |
| Elevated | 25 | 23.6 | 10 | 9.5 | 35 | 16.6 | ||
| Stage 1 Hypertension | 34 | 32.1 | 27 | 25.7 | 61 | 28.9 | ||
| Stage 2 Hypertension | 26 | 24.5 | 12 | 11.4 | 38 | 18 | ||
| Waist Circumfernce (cm) | ||||||||
| 60-69 | 3 | 2.8 | 22 | 21 | 47.509* | <0.001* | 25 | 11.8 |
| 70-79 | 14 | 13.2 | 42 | 40 | 56 | 26.5 | ||
| 80-89 | 41 | 38.7 | 21 | 20 | 62 | 29.4 | ||
| 90-99 | 29 | 27.4 | 15 | 14.3 | 44 | 20.9 | ||
| ≥100 | 19 | 17.9 | 5 | 4.8 | 24 | 11.4 | ||
| Age | ||||||||
| 21-23 | 12 | 11.3 | 26 | 24.8 | 8.583 | 0.127 | 38 | 18 |
| 24-26 | 57 | 53.8 | 52 | 49.5 | 109 | 51.7 | ||
| 27-29 | 24 | 22.6 | 21 | 20 | 45 | 21.3 | ||
| 30-31 | 6 | 5.7 | 3 | 2.9 | 9 | 4.3 | ||
| 32-33 | 3 | 2.8 | 2 | 1.9 | 5 | 2.4 | ||
| >33 | 4 | 3.8 | 1 | 1 | 5 | 2.4 | ||
| Tobacco Use | ||||||||
| Yes | 7 | 6.7 | 3 | 2.9 | 1.68 | 0.195 | 10 | 4.8 |
| No | 98 | 93.3 | 102 | 97.1 | 200 | 95.2 | ||
| Alcohol Use | ||||||||
| Yes | 2 | 1.9 | 5 | 4.8 | 1.33 | 0.249 | 7 | 3.3 |
| No | 103 | 98.1 | 100 | 95.2 | 203 | 96.7 | ||
| Soft Drinks | ||||||||
| Yes | 52 | 49.5 | 36 | 34.3 | 5.007* | 0.025* | 88 | 41.9 |
| No | 53 | 50.5 | 69 | 65.7 | 122 | 58.1 | ||
| Fast Food | ||||||||
| Yes | 63 | 60.6 | 44 | 41.9 | 7.291* | 0.007* | 107 | 51.2 |
| No | 41 | 39.4 | 61 | 58.1 | 102 | 48.8 | ||
| High Glycemic | ||||||||
| Yes | 67 | 63.8 | 67 | 63.8 | 0 | 1 | 134 | 63.8 |
| No | 38 | 36.2 | 38 | 36.2 | 76 | 36.2 | ||
| Red Meats | ||||||||
| Yes | 74 | 70.5 | 43 | 41 | 18.547* | <0.001* | 117 | 55.7 |
| No | 31 | 29.5 | 62 | 59 | 93 | 44.3 | ||
| Aerobic Exercise | ||||||||
| Yes | 60 | 57.1 | 43 | 41.3 | 5.216* | 0.022* | 103 | 49.3 |
| No | 45 | 42.9 | 61 | 58.7 | 106 | 50.7 | ||
| Amount of Sleep | ||||||||
| <6 | 25 | 23.6 | 29 | 27.6 | 0.511 | 0.775 | 54 | 25.6 |
| 6 to 8 | 76 | 71.7 | 72 | 68.6 | 148 | 70.1 | ||
| >8 | 5 | 4.7 | 4 | 3.8 | 9 | 4.3 | ||
| Major Depressive Disorder | ||||||||
| Yes | 17 | 16 | 16 | 15.2 | 0.26 | 0.873 | 33 | 15.6 |
| No | 89 | 84 | 89 | 84.8 | 178 | 84.4 | ||
| Feeling Depressed | ||||||||
| Yes | 22 | 20.8 | 29 | 27.6 | 1.356 | 0.244 | 51 | 24.2 |
| No | 84 | 79.2 | 76 | 72.4 | 160 | 75.8 | ||
| Loss of Pleasure | ||||||||
| Yes | 23 | 21.7 | 18 | 17.1 | 0.699 | 0.403 | 41 | 19.4 |
| No | 83 | 78.3 | 87 | 82.9 | 170 | 80.6 | ||
| Generalized Anxiety Disorder | ||||||||
| Yes | 15 | 14.2 | 30 | 28.6 | 6.538* | .011* | 45 | 21.3 |
| No | 91 | 85.8 | 75 | 71.4 | 166 | 78.7 | ||
| Uncontrolled Anxiety | ||||||||
| Yes | 63 | 59.4 | 72 | 68.6 | 1.911 | 0.167 | 135 | 64 |
| No | 43 | 40.6 | 33 | 31.4 | 76 | 36 | ||
| Worrying | ||||||||
| Yes | 16 | 15.1 | 32 | 30.5 | 7.102* | 0.008* | 48 | 22.7 |
| No | 90 | 84.9 | 73 | 69.5 | 163 | 77.3 | ||
| Social Support | ||||||||
| Yes | 97 | 91.5 | 100 | 95.2 | 1.184 | 0.277 | 197 | 93.4 |
| No | 9 | 8.5 | 5 | 4.8 | 14 | 6.6 | ||
| Family History: Cardiovascular Event | ||||||||
| Yes | 43 | 41 | 61 | 58.1 | 6.172* | 0.013* | 104 | 49.5 |
| No | 62 | 59 | 44 | 41.9 | 106 | 50.5 | ||
| Family History: Type 2 Diabetes | ||||||||
| Yes | 36 | 34.3 | 52 | 49.5 | 5.007* | 0.025* | 88 | 41.9 |
| No | 69 | 65.7 | 53 | 50.5 | 122 | 58.1 | ||