Pre-Hypertension and Its Determinants in Healthy Young Adults: Analysis of Data from the Korean National Health and Nutrition Examination Survey VII
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Population
2.2. Research Variables
2.2.1. Sociodemographic Variables
2.2.2. Anthropometric Variables
2.2.3. Biochemical Variables
2.2.4. Clinical Variables
2.3. Ethical Considerations
2.4. Data Analyses
3. Results
3.1. Sociodemographic, Health-Related, and Disease-Related Characteristics of Participants
3.2. Differences of Health Status of Participants between Normotensive and Pre-Hypertensive Group
3.3. Factors Influencing the Development of Pre-Hypertension
4. Discussion
5. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Larson, S.; Cho, M.C.; Tsioufis, K.; Yang, E. 2018 Korean Society of Hypertension Guideline for the Management of Hypertension: A Comparison of American, European, and Korean Blood Pressure Guidelines. Eur. Heart J. 2020, 41, 1384–1386. [Google Scholar] [CrossRef] [Green Version]
- Whelton, P.K.; Carey, R.M.; Aronow, W.S.; Casey, D.E.; Collins, K.J.; Himmelfarb, C.D.; DePalma, S.M.; Gidding, S.; Jamerson, K.A.; Jones, D.W.; et al. 2017 ACC/AHA/AAPA/ABC/ACPM/AGS/APhA/ASH/ASPC/NMA/PCNA Guideline for the Prevention, Detection, Evaluation, and Management of High Blood Pressure in Adults. J. Am. Coll. Cardiol. 2018, 71, e127–e248. [Google Scholar] [CrossRef]
- Korea Centers for Disease Control & Prevention (KCDC). Korean National Health and Nutrition Examination Survey (KNHANES VII) [Internet]. Osong: KCDC; 2019. Available online: https://knhanes.kdca.go.kr/knhanes/sub04/sub04_04_01.do (accessed on 27 May 2021).
- Powles, J.; Fahimi, S.; Micha, R.; Khatibzadeh, S.; Shi, P.; Ezzati, M.; Engell, R.E.; Lim, S.S.; Danaei, G.; Mozaffarian, D. Global, regional and national sodium intakes in 1990 and 2010: A systematic analysis of 24 h urinary sodium excretion and dietary surveys worldwide. BMJ Open 2013, 3, e003733. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lee, H.Y.; Shin, J.; Kim, G.H.; Park, S.; Ihm, S.H.; Kim, H.C.; Kim, K.; Kim, J.H.; Lee, J.H.; Park, J.M. 2018 Korean Society of Hypertension Guidelines for the management of hypertension: Part II-diagnosis and treatment of hypertension. Clin. Hypertens. 2019, 25, 1–24. [Google Scholar] [CrossRef]
- Lee, J.R. Risk Factors Analysis of Prehypertension in Adults: The Korean National Health and Nutrition Examination Survey 2018. J. Korea Contents Assoc. 2021, 21, 456–464. [Google Scholar] [CrossRef]
- Senthil, S.; Krishnadasa, S.N. Prehypertension and its determinants in apparently healthy young adults. J. Clin. Diagn. Res. 2016, 10, CC05–CC08. [Google Scholar] [CrossRef]
- Huang, Y.Q.; Liu, L.; Huang, J.Y.; Lo, K.; Chen, C.L.; Yu, Y.L.; Li, J.; Feng, Y.Q. Prehypertension and risk for all-cause and cardiovascular mortality by diabetes status: Results from the national health and nutrition examination surveys. Ann. Transl. Med. 2020, 8, 323. [Google Scholar] [CrossRef] [PubMed]
- Yang, G.; Ma, Y.; Wang, S.; Su, Y.; Rao, W.; Fu, Y.; Yu, Y.; Kou, C. Prevalence and correlates of prehypertension and hypertension among adults in Northeastern China: A cross-sectional study. Int. J. Environ. Res. Public Health 2016, 13, 82. [Google Scholar] [CrossRef] [Green Version]
- Lu, Y.; Lu, M.; Dai, H.; Yang, P.; Smith-Gagen, J.; Miao, R.; Zhong, H.; Chen, R.; Liu, X.; Huang, Z. Lifestyle and risk of hypertension: Follow-up of a young pre-hypertensive cohort. Int. J. Med. Sci. 2015, 12, 605–612. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Youngbum, K.; Seunghee, L. Prevalence and risk factors associated with prehypertension by gender and age in a korean population in the KNHANES 2010–2012. Iran J. Public Health 2015, 44, 1594–1602. [Google Scholar]
- Senthil, S.; Krishndasa, S.N. Pre-hypertension in apparently healthy young adults: Incidence and influence of haemoglobin level. J. Clin. Diagn. Res. 2015, 9, CC10–CC12. [Google Scholar] [CrossRef] [PubMed]
- Brooks, R.; Boye, K.S.; Slaap, B. EQ-5D: A plea for accurate nomenclature. J. Patient Rep. Outcomes 2020, 4, 52. [Google Scholar] [CrossRef] [PubMed]
- Kroenke, K.; Spitzer, R.L.; Williams, J.B. The PHQ-9: Validity of a brief depression severity measure. J. Gen. Intern. Med. 2001, 16, 606–613. [Google Scholar] [CrossRef] [PubMed]
- Lee, D.W.; Shin, J.H.; Kong, B.K. Factors Related to Blood Pressure Control in Korean Adults with Hypertension: The Seventh Korea National Health and Nutrition Examination Survey, 2018. Korean J. Fam. Pract. 2021, 11, 204–209. [Google Scholar] [CrossRef]
- Do, H.T.; Geleijnse, J.M.; Le, M.B.; Kok, F.J.; Feskens, E.J. National prevalence and associated risk factors of hypertension and prehypertension among Vietnamese adults. Am. J. Hypertens. 2015, 28, 89–97. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Williamson, W.; Foster, C.; Reid, H.; Kelly, P.; Lewandowski, A.J.; Boardman, H.; Roberts, N.; McCartney, D.; Huckstep, O.; Newton, J. Will exercise advice be sufficient for treatment of young adults with prehypertension and hypertension? A systematic review and meta-analysis. Hypertens 2016, 68, 78–87. [Google Scholar] [CrossRef] [PubMed]
- Kim, S.J.; Lee, J.; Jee, S.H.; Nam, C.M.; Chun, K.; Park, I.S.; Lee, S.Y. Cardiovascular risk factors for incident hypertension in the prehypertensive population. Epidemiol. Health 2010, 32, e2010003. [Google Scholar] [CrossRef] [Green Version]
- Grotto, I.; Grossman, E.; Huerta, M.; Sharabi, Y. Prevalence of prehypertension and associated cardiovascular risk profiles among young Israeli adults. Hypertens 2006, 48, 254–259. [Google Scholar] [CrossRef] [Green Version]
- Agho, K.E.; Osuagwu, U.L.; Ezeh, O.K.; Ghimire, P.R.; Chitekwe, S.; Ogbo, F.A. Gender differences in factors associated with prehypertension and hypertension in Nepal: A nationwide survey. PLoS ONE 2018, 13, e0203278. [Google Scholar] [CrossRef]
- Kim, S.J.; Lee, J.; Nam, C.M.; Jee, S.H.; Park, I.S.; Lee, K.J.; Lee, S.Y. Progression rate from new-onset pre-hypertension to hypertension in Korean adults. Circ. J. 2011, 75, 135–140. [Google Scholar] [CrossRef] [Green Version]
- Hu, L.; Huang, X.; You, C.; Li, J.; Hong, K.; Li, P.; Wu, Y.; Wu, Q.; Bao, H.; Cheng, X. Prevalence and risk factors of prehypertension and hypertension in Southern China. PLoS ONE 2017, 12, e0170238. [Google Scholar] [CrossRef] [PubMed]
- Ononamadu, C.J.; Ezekwesili, C.N.; Onyeukwu, O.F.; Umeoguaju, U.F.; Ezeigwe, O.C.; Ihegboro, G.O. Comparative analysis of anthropometric indices of obesity as correlates and potential predictors of risk for hypertension and prehypertension in a population in Nigeria. Cardiovasc. J. Afr. 2017, 28, 92–99. [Google Scholar] [CrossRef]
- Silva, D.A.S.; Petroski, E.L.; Peres, M.A. Prehypertension and hypertension among adults in a metropolitan area in Southern Brazil: Population-based study. Rev. Saude Publica. 2012, 46, 988–998. [Google Scholar] [CrossRef]
- Aldiab, A.; Shubair, M.M.; Al-Zahrani, J.M.; Aldossari, K.K.; Al-Ghamdi, S.; Househ, M.; Razzak, H.A.; El-Metwally, A.; Jradi, H. Prevalence of hypertension and prehypertension and its associated cardioembolic risk factors; a population based cross-sectional study in Alkharj, Saudi Arabia. BMC Public Health 2018, 18, 1–9. [Google Scholar] [CrossRef]
- Jun, M.; Yali, X. The management of prehypertension in young adults. Saudi Med. J. 2020, 41, 223–231. [Google Scholar] [CrossRef]
- Zhang, F.; Zhang, Y.; Guo, Z.; Yang, H.; Ren, M.; Xing, X.; Cong, H. The association of triglyceride and glucose index, and triglyceride to high-density lipoprotein cholesterol ratio with prehypertension and hypertension in normoglycemic subjects: A large cross-sectional population study. J. Clin. Hypertens. 2021, 23, 1405–1412. [Google Scholar] [CrossRef]
- Liu, B.; Dong, X.; Xiao, Y.; Mao, X.; Pan, W.; Un, D.; Qin, G. Variability of metabolic risk factors associated with prehypertension in males and females: A cross-sectional study in China. Arch. Med. Sci. 2018, 14, 766–772. [Google Scholar] [CrossRef] [PubMed]
- Jung, C.H.; Jung, S.H.; Lee, B.; Rosenberg, M.; Reaven, G.M.; Kim, S.H. Relationship among age, insulin resistance, and blood pressure. J. Am. Soc. Hypertens. 2017, 11, 359–365. [Google Scholar] [CrossRef]
- Wang, Y.; Hu, J.W.; Qu, P.F.; Wang, K.K.; Yan, Y.; Chu, C.; Zheng, W.L.; Xu, X.J.; Lv, Y.B.; Ma, Q. Association between urinary sodium excretion and uric acid, and its interaction on the risk of prehypertension among Chinese young adults. Sci. Rep. 2018, 8, 1–9. [Google Scholar] [CrossRef] [PubMed]
Characteristics | Categories | Normotensive (n = 1498) | Pre-Hypertensive (n = 727) | χ2 or t | p | ||
---|---|---|---|---|---|---|---|
U/F | W/F | U/F | W/F | ||||
N or M ± SE | % | N or M ± SE | % | ||||
Gender | Male | 512 | 50.7 | 495 | 49.3 | 256.92 | <0.001 |
Female | 986 | 82.9 | 232 | 17.1 | |||
Age (yr) | 31.48 ± 0.30 | 33.25 ± 0.39 | 85.02 | <0.001 | |||
≤29 | 558 | 71.4 | 199 | 28.6 | |||
30~39 | 603 | 64.8 | 305 | 35.2 | 25.11 | <0.001 | |
40~<45 | 337 | 58.1 | 223 | 41.9 | |||
Occupation | Yes | 976 | 64.2 | 528 | 35.8 | 11.14 | 0.073 |
No | 473 | 71.1 | 173 | 28.9 | |||
Others | 49 | 59.7 | 25 | 40.3 | |||
Marital status | Single | 677 | 66.9 | 298 | 33.1 | 0.678 | 0.504 |
Married | 821 | 65.2 | 429 | 34.8 | |||
Education | ≤Elementary school | 6 | 86.9 | 1 | 13.1 | 14.58 | 0.009 |
Middle school | 29 | 73.6 | 11 | 26.4 | |||
High school | 488 | 61.6 | 292 | 38.4 | |||
≥College | 926 | 69.0 | 397 | 31.0 | |||
Household income | Lower | 378 | 67.3 | 179 | 32.7 | 11.95 | 0.044 |
Lower middle | 363 | 62.1 | 196 | 37.9 | |||
Middle high | 363 | 63.9 | 195 | 36.1 | |||
High | 394 | 71.4 | 157 | 28.6 |
Characteristics | Categories | Normotensive (n = 1498) | Pre-Hypertensive (n = 727) | χ2 or t | p | ||
---|---|---|---|---|---|---|---|
U/F | W/F | U/F | W/F | ||||
N or M ± SE | % | N or M ± SE | % | ||||
Current smoking | Heavy smoker | 229 | 55.7 | 185 | 44.3 | 74.15 | <0.001 |
Smoker | 55 | 59.0 | 39 | 41.0 | |||
Ex-smoker | 217 | 55.7 | 157 | 44.3 | |||
Non-smoker | 997 | 73.4 | 346 | 26.6 | |||
Weight change (in 1 year) | No | 808 | 68.5 | 357 | 31.5 | 27.03 | <0.001 |
Increasing weight | 211 | 73.7 | 82 | 26.3 | |||
Decreasing weight | 472 | 59.3 | 286 | 40.7 | |||
Others | 7 | 79.7 | 2 | 20.3 | |||
Aerobic physical activity | Yes | 747 | 65.5 | 374 | 34.5 | 0.782 | 0.401 |
No | 702 | 67.3 | 327 | 32.7 | |||
Alcohol consumption (frequency/month) | Yes (≥1/mo) | 933 | 63.0 | 540 | 37.0 | 9.91 | 0.009 |
No (<1/mo) | 368 | 70.7 | 127 | 29.3 | |||
Average sleep time, weekdays (min) | 427.30 ± 2.69 | 423.64 ± 3.09 | 136.93 | 0.375 | |||
EQ-5D | 0.97 ± 0.00 | 0.98 ± 0.00 | 392.06 | 0.484 | |||
PHQ | 2.79 ± 0.12 | 2.28 ± 0.15 | 15.45 | 0.012 | |||
BMI | Underweight | 119 | 89.8 | 16 | 10.2 | 273.88 | <0.001 |
Normal | 785 | 79.1 | 207 | 20.9 | |||
Overweight | 251 | 62.4 | 140 | 37.6 | |||
Obesity class I | 267 | 51.1 | 254 | 48.9 | |||
Obesity class II | 44 | 30.4 | 86 | 69.6 | |||
Obesity class III | 7 | 17.0 | 19 | 83.0 | |||
Stress level | None | 154 | 64.8 | 76 | 35.2 | 5.36 | 0.421 |
Low | 837 | 64.9 | 413 | 35.1 | |||
Moderate | 431 | 69.4 | 190 | 30.6 | |||
High | 69 | 62.5 | 46 | 37.5 | |||
Hypercholesterolemia | Yes | 98 | 43.0 | 111 | 57.0 | 57.76 | <0.001 |
No | 1334 | 68.9 | 581 | 31.1 | |||
Hypertriglyceridemia | Yes | 83 | 40.0 | 125 | 60.0 | 82.14 | <0.001 |
No | 1093 | 70.7 | 426 | 29.3 | |||
Diabetes mellitus | Yes | 12 | 47.1 | 11 | 52.9 | 106.70 | <0.001 |
No | 1486 | 66.3 | 716 | 33.7 | |||
Anemia | Yes | 128 | 83.5 | 26 | 16.5 | 18.79 | <0.001 |
No | 1340 | 65.0 | 689 | 35.0 |
Factors | Categories | Normotensive (n = 1498) | Pre-Hypertensive (n = 727) | t | p |
---|---|---|---|---|---|
M ± SE | |||||
Physical examination | Height (cm) | 166.96 ± 0.28 | 171.58 ± 0.34 | 499.99 | <0.001 |
Weight (kg) | 63.39 ± 0.35 | 76.47 ± 0.73 | 104.87 | <0.001 | |
WC (cm) | 76.65 ± 0.29 | 87.04 ± 0.53 | 164.99 | <0.001 | |
BMI (kg/m2) | 22.63 ± 0.10 | 25.81 ± 0.20 | 126.79 | <0.001 | |
Pulse (bpm) | 54.95 ± 1.06 | 58.64 ± 2.49 | 23.54 | 0.183 | |
SBP (mmHg) | 105.05 ± 0.25 | 124.89 ± 45 | 276.83 | <0.001 | |
DBP (mmHg) | 69.63 ± 0.19 | 85.74 ± 0.33 | 259.84 | <0.001 | |
Lab result | FBS (mg/dL) | 91.22 ± 0.43 | 100.30 ± 1.23 | 81.207 | <0.001 |
HbA1c (%) | 5.31 ± 0.01 | 5.55 ± 0.04 | 139.85 | <0.001 | |
Total cholesterol (mg/dL) | 184.02 ± 0.97 | 199.16 ± 1.77 | 112.44 | <0.001 | |
Triglyceride (mg/dL) | 103.67 ± 2.20 | 164.06 ± 6.77 | 24.24 | <0.001 | |
HDL cholesterol (mg/dL) | 54.13 ± 0.43 | 49.69 ± 0.50 | 9.44 | <0.001 | |
LDL cholesterol (mg/dL) | 122.37 ± 2.47 | 125.67 ± 2.59 | 48.46 | 0.380 | |
BUN (mg/dL) | 12.86 ± 0.10 | 13.76 ± 0.14 | 96.95 | <0.001 | |
Cr (mg/dL) | 0.77 ± 0.01 | 0.87 ± 0.01 | 125.02 | <0.001 | |
Hemoglobin (g/dL) | 14.06 ± 0.05 | 15.31 ± 0.05 | 276.64 | <0.001 | |
Hematocrit (%) | 42.29 ± 0.14 | 45.59 ± 0.16 | 289.76 | <0.001 | |
Uric acid (mg/dL) | 5.12 ± 0.04 | 6.11 ± 0.06 | 98.83 | <0.001 | |
Urine sodium (mmol/L) | 107.53 ± 1.51 | 112.84 ± 2.10 | 53.70 | <0.001 | |
Urine Cr (mg/dL) | 185.17 ± 3.10 | 198.49 ± 4.16 | 47.70 | 0.003 |
Characteristics | Categories | Adjusted OR | |
---|---|---|---|
OR (95% CI) | p | ||
Gender | Male | 1.02 (0.50–2.10) | 0.960 |
Female | 1.0 | ||
Age (yr) | ≤29 | 1.0 | |
30~39 | 1.14 (0.73–1.79) | 0.046 | |
40~<45 | 1.80 (1.06–3.05) | 0.030 | |
Education | ≤Middle school | 1.0 | |
High school | 7.32 (1.90–28.15) | 0.003 | |
≥College | 4.80 (1.28–18.02) | 0.002 | |
Household income | Lower | 1.0 | |
Lower middle | 1.11 (0.56–2.22) | 0.416 | |
Middle high | 1.84 (0.94–3.61) | 0.442 | |
High | 1.34 (0.66–2.72) | 0.154 | |
Current smoking | Yes | 1.98 (1.24–3.14) | 0.002 |
No | 1.0 | ||
Alcohol consumption (frequency/month) | Yes (≥1/mo) | 1.43 (0.80–2.60) | 0.235 |
No (<1/mo) | 1.0 | ||
Weight change (in 1 year) | No | 1.0 | |
Increasing weight | 0.89 (0.51–1.55) | 0.121 | |
Decreasing weight | 1.36 (0.90–2.07) | 0.141 | |
PHQ | 1.00 (0.94–1.06) | 0.933 | |
Hypercholesterolemia | Yes | 2.02 (1.05–3.87) | 0.033 |
No | 1.0 | ||
Hypertriglyceridemia | Yes | 1.66 (1.15–2.40) | 0.059 |
No | 1.0 | ||
Diabetes mellitus | Yes | 5.26 (1.10–7.00) | <0.001 |
Impaired fasting glucose | 1.59 (0.92–2.75) | 0.024 | |
No | 1.0 | ||
Anemia | Yes | 7.09 (3.14–10.01) | <0.001 |
No | 1.0 | ||
Physical examination | WC (cm) | 1.18 (1.02–1.21) | 0.004 |
BMI (kg/m2) | 1.03 (0.88–1.21) | 0.716 | |
Lab results | FBS (mg/dL) | 1.01 (0.98–1.03) | 0.658 |
HbA1c (%) | 0.83 (0.48–1.43) | 0.493 | |
Total cholesterol (mg/dL) | 1.00 (1.00–1.01) | 0.222 | |
Triglyceride (mg/dL) | 1.00 (0.99–1.01) | 0.152 | |
HDL cholesterol (mg/dL) | 0.97 (0.95–0.99) | 0.001 | |
BUN (mg/dL) | 0.99 (0.93–1.06) | 0.825 | |
Cr (mg/dL) | 0.80 (0.12–5.30) | 0.818 | |
Hemoglobin (g/dL) | 1.36 (0.84–2.22) | 0.212 | |
Hematocrit (%) | 1.02 (0.85–1.23) | 0.816 | |
Uric acid (mg/dL) | 1.19 (1.01–1.40) | 0.032 | |
Urine sodium (mmol/L) | 1.00 (0.99–1.00) | 0.248 | |
Urine Cr (mg/dL) | 1.01 (1.00–1.03) | 0.389 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the author. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Jang, I. Pre-Hypertension and Its Determinants in Healthy Young Adults: Analysis of Data from the Korean National Health and Nutrition Examination Survey VII. Int. J. Environ. Res. Public Health 2021, 18, 9144. https://doi.org/10.3390/ijerph18179144
Jang I. Pre-Hypertension and Its Determinants in Healthy Young Adults: Analysis of Data from the Korean National Health and Nutrition Examination Survey VII. International Journal of Environmental Research and Public Health. 2021; 18(17):9144. https://doi.org/10.3390/ijerph18179144
Chicago/Turabian StyleJang, Insil. 2021. "Pre-Hypertension and Its Determinants in Healthy Young Adults: Analysis of Data from the Korean National Health and Nutrition Examination Survey VII" International Journal of Environmental Research and Public Health 18, no. 17: 9144. https://doi.org/10.3390/ijerph18179144
APA StyleJang, I. (2021). Pre-Hypertension and Its Determinants in Healthy Young Adults: Analysis of Data from the Korean National Health and Nutrition Examination Survey VII. International Journal of Environmental Research and Public Health, 18(17), 9144. https://doi.org/10.3390/ijerph18179144