Skip to main content
Top
Published in: Journal of Translational Medicine 1/2022

Open Access 01-12-2022 | Hypertension | Research

The association between bilirubin and hypertension among a Chinese ageing cohort: a prospective follow-up study

Authors: Chen Tang, Hanxiang Jiang, Bin Zhao, Yi Lin, Shengnan Lin, Tianmu Chen, Yanhua Su, Yiqin Zhang, Lina Zhou, Lianmeng Li, Jincheng Lin, Zhonghua Lu, Yao Wang, Zeyu Zhao, Longjian Liu, Yuxin Wang, Jie Zhang, Heqing Shen

Published in: Journal of Translational Medicine | Issue 1/2022

Login to get access

Abstract

Background

Hypertension is highly prevalent and associated with the elevated risks of cardiovascular diseases, dementia, and physical disabilities among adults. Although the correlation between bilirubin and hypertension has been reported, the observation in quinquagenarian population is scarce. We aimed to examine bilirubin-hypertension association in Guankou Ageing Cohort Study.

Methods

Participants ≥ 55 years were recruited and their questionnaires and physical examination data were collected. Kaplan–Meier survival analysis and Cox proportional hazards regression were implemented to assess the hypertension risk. The non-liner dose–response relationships of bilirubin-hypertension were determined by restricted cubic spline (RCS) models. Receiver operating characteristic (ROC) curves and multiple factors analysis (MFA) were performed to evaluate the predictive abilities.

Results

1881 eligible participants (male 43.75%, female 56.25%) with the median age of 61.00 (59.00–66.00) were included. The hazard ratio (HR, 95% CI) of serum total bilirubin (STB) and unconjugated bilirubin (UCB) were 1.03 (1.01–1.05) and 1.05 (1.03–1.07), while conjugated bilirubin (CB) showed a weak protective effect with the HR of 0.96 (0.92–0.99), and the associations remained significant in all models. RCS analyses further indicated the similar bidirectional effects of STB and UCB with the cut-off of 12.17 μmol/L and 8.59 μmol/L, while CB exhibited inverse bidirectional dose–response relationship with a cut-off of 3.47 μmol/L. ROC curves and MFA showed baseline STB combined with age, BMI, and waist circumference could well discriminate the low and high of hypertension risk.

Conclusions

Our findings suggested the higher levels of total and unconjugated bilirubin were hazardous factors of hypertension, while an inverse effect presented when more bilirubin was conjugated.
Appendix
Available only for authorised users
Literature
1.
go back to reference Timmers PRHJ, Wilson JF, Joshi PK, Deelen J. Multivariate genomic scan implicates novel loci and haem metabolism in human ageing. Nat Commun. 2020;11(1):3570.PubMedPubMedCentralCrossRef Timmers PRHJ, Wilson JF, Joshi PK, Deelen J. Multivariate genomic scan implicates novel loci and haem metabolism in human ageing. Nat Commun. 2020;11(1):3570.PubMedPubMedCentralCrossRef
2.
go back to reference Beard JR, Officer A, de Carvalho IA, Sadana R, Margriet A, Michel JP, et al. The World report on ageing and health: a policy framework for healthy ageing. Lancet. 2016;387(10033):2145–54.PubMedCrossRef Beard JR, Officer A, de Carvalho IA, Sadana R, Margriet A, Michel JP, et al. The World report on ageing and health: a policy framework for healthy ageing. Lancet. 2016;387(10033):2145–54.PubMedCrossRef
4.
go back to reference M Ezzati, AD Lopez, A Rodgers, Hoorn S Vander, CJ Murray. Selected major risk factors and global and regional burden of disease. Lancet 2002; 360: 1347–1360. M Ezzati, AD Lopez, A Rodgers, Hoorn S Vander, CJ Murray. Selected major risk factors and global and regional burden of disease. Lancet 2002; 360: 1347–1360.
5.
go back to reference Kearney PM, Whelton M, Reynolds K, Muntner P, Whelton PK, He J. Global burden of hypertension: analysis of worldwide data. Lancet. 2005;365(9455):217–23.PubMedCrossRef Kearney PM, Whelton M, Reynolds K, Muntner P, Whelton PK, He J. Global burden of hypertension: analysis of worldwide data. Lancet. 2005;365(9455):217–23.PubMedCrossRef
6.
go back to reference Wang J, Zhang L, Wang F, Liu L, Wang H; China National Survey of Chronic Kidney Disease Working Group. Prevalence, awareness, treatment, and control of hypertension in China: results from a national survey. Am J Hypertens 2014; 27:1355–1361. Wang J, Zhang L, Wang F, Liu L, Wang H; China National Survey of Chronic Kidney Disease Working Group. Prevalence, awareness, treatment, and control of hypertension in China: results from a national survey. Am J Hypertens 2014; 27:1355–1361.
8.
go back to reference Forouzanfar MH, Liu P, Roth GA, Ng M, Biryukov S, Marczak L, et al. Global Burden of Hypertension and Systolic Blood Pressure of at Least 110 to 115 mm Hg, 1990–2015. JAMA. 2017;317(2):165–82.PubMedCrossRef Forouzanfar MH, Liu P, Roth GA, Ng M, Biryukov S, Marczak L, et al. Global Burden of Hypertension and Systolic Blood Pressure of at Least 110 to 115 mm Hg, 1990–2015. JAMA. 2017;317(2):165–82.PubMedCrossRef
9.
go back to reference Lu J, Lu Y, Wang X, Li X, Linderman GC, Wu C, et al. Prevalence, awareness, treatment, and control of hypertension in China: data from 1·7 million adults in a population-based screening study (China PEACE Million Persons Project). Lancet. 2017;390(10112):2549–58.PubMedCrossRef Lu J, Lu Y, Wang X, Li X, Linderman GC, Wu C, et al. Prevalence, awareness, treatment, and control of hypertension in China: data from 1·7 million adults in a population-based screening study (China PEACE Million Persons Project). Lancet. 2017;390(10112):2549–58.PubMedCrossRef
10.
go back to reference Ke C, Zhu X, Zhang Y, Shen Y. Metabolomic characterization of hypertension and dyslipidemia. Metabolomics. 2018;14(9):117.PubMedCrossRef Ke C, Zhu X, Zhang Y, Shen Y. Metabolomic characterization of hypertension and dyslipidemia. Metabolomics. 2018;14(9):117.PubMedCrossRef
12.
go back to reference Vítek L, Ostrow JD. Bilirubin chemistry and metabolism; harmful and protective aspects. Curr Pharm Des. 2009;15(25):2869–83.PubMedCrossRef Vítek L, Ostrow JD. Bilirubin chemistry and metabolism; harmful and protective aspects. Curr Pharm Des. 2009;15(25):2869–83.PubMedCrossRef
13.
go back to reference Franchini M, Targher G, Lippi G. Serum bilirubin levels and cardiovascular disease risk: a Janus Bifrons? Adv Clin Chem. 2010;50:47–63.PubMedCrossRef Franchini M, Targher G, Lippi G. Serum bilirubin levels and cardiovascular disease risk: a Janus Bifrons? Adv Clin Chem. 2010;50:47–63.PubMedCrossRef
14.
go back to reference Sedlak TW, Saleh M, Higginson DS, Paul BD, Juluri KR, Snyder SH. Bilirubin and glutathione have complementary antioxidant and cytoprotective roles. Proc Natl Acad Sci U S A. 2009;106(13):5171–6.PubMedPubMedCentralCrossRef Sedlak TW, Saleh M, Higginson DS, Paul BD, Juluri KR, Snyder SH. Bilirubin and glutathione have complementary antioxidant and cytoprotective roles. Proc Natl Acad Sci U S A. 2009;106(13):5171–6.PubMedPubMedCentralCrossRef
15.
go back to reference Novotný L, Vítek L. Inverse relationship between serum bilirubin and atherosclerosis in men: a meta-analysis of published studies. Exp Biol Med (Maywood). 2003;228(5):568–71.CrossRef Novotný L, Vítek L. Inverse relationship between serum bilirubin and atherosclerosis in men: a meta-analysis of published studies. Exp Biol Med (Maywood). 2003;228(5):568–71.CrossRef
16.
go back to reference Perlstein TS, Pande RL, Creager MA, Weuve J, Beckman JA. Serum total bilirubin level, prevalent stroke, and stroke outcomes: NHANES 1999–2004. Am J Med. 2008;121(9):781–8.PubMedPubMedCentralCrossRef Perlstein TS, Pande RL, Creager MA, Weuve J, Beckman JA. Serum total bilirubin level, prevalent stroke, and stroke outcomes: NHANES 1999–2004. Am J Med. 2008;121(9):781–8.PubMedPubMedCentralCrossRef
17.
go back to reference Hooda V, Gahlaut A, Gothwal A, Hooda V. Bilirubin enzyme biosensor: potentiality and recent advances towards clinical bioanalysis. Biotechnol Lett. 2017;39(10):1453–62.PubMedCrossRef Hooda V, Gahlaut A, Gothwal A, Hooda V. Bilirubin enzyme biosensor: potentiality and recent advances towards clinical bioanalysis. Biotechnol Lett. 2017;39(10):1453–62.PubMedCrossRef
18.
go back to reference Takeda Y, Takeda Y, Tomimoto S, Tani T, Narita H, Kimura G. Bilirubin as a prognostic marker in patients with pulmonary arterial hypertension. BMC Pulm Med. 2010;10:22.PubMedPubMedCentralCrossRef Takeda Y, Takeda Y, Tomimoto S, Tani T, Narita H, Kimura G. Bilirubin as a prognostic marker in patients with pulmonary arterial hypertension. BMC Pulm Med. 2010;10:22.PubMedPubMedCentralCrossRef
19.
go back to reference Yu H, Zou L, He Y, Luo L, Dong W, Zhang Y, et al. Associations between neonatal serum bilirubin and childhood hypertension. PLoS ONE. 2019;14(7):e0219942.PubMedPubMedCentralCrossRef Yu H, Zou L, He Y, Luo L, Dong W, Zhang Y, et al. Associations between neonatal serum bilirubin and childhood hypertension. PLoS ONE. 2019;14(7):e0219942.PubMedPubMedCentralCrossRef
20.
go back to reference Wang L, Bautista LE. Serum bilirubin and the risk of hypertension. Int J Epidemiol. 2015;44(1):142–52.PubMedCrossRef Wang L, Bautista LE. Serum bilirubin and the risk of hypertension. Int J Epidemiol. 2015;44(1):142–52.PubMedCrossRef
21.
go back to reference Chin HJ, Song YR, Kim HS, Park M, Yoon HJ, Na KY, et al. The bilirubin level is negatively correlated with the incidence of hypertension in normotensive Korean population. J Korean Med Sci. 2009;24(1):S50–6.PubMedPubMedCentralCrossRef Chin HJ, Song YR, Kim HS, Park M, Yoon HJ, Na KY, et al. The bilirubin level is negatively correlated with the incidence of hypertension in normotensive Korean population. J Korean Med Sci. 2009;24(1):S50–6.PubMedPubMedCentralCrossRef
22.
go back to reference Wang Z, Chen Z, Zhang L, Wang X, Hao G, Zhang Z, et al. Status of Hypertension in China: Results From the China Hypertension Survey, 2012–2015. Circulation. 2018;137(22):2344–56.PubMedCrossRef Wang Z, Chen Z, Zhang L, Wang X, Hao G, Zhang Z, et al. Status of Hypertension in China: Results From the China Hypertension Survey, 2012–2015. Circulation. 2018;137(22):2344–56.PubMedCrossRef
23.
go back to reference Zhao J, Zhang Y, Wei F, Song J, Cao Z, Chen C, et al. Triglyceride is an independent predictor of type 2 diabetes among middle-aged and older adults: a prospective study with 8-year follow-ups in two cohorts. J Transl Med. 2019;17(1):403.PubMedPubMedCentralCrossRef Zhao J, Zhang Y, Wei F, Song J, Cao Z, Chen C, et al. Triglyceride is an independent predictor of type 2 diabetes among middle-aged and older adults: a prospective study with 8-year follow-ups in two cohorts. J Transl Med. 2019;17(1):403.PubMedPubMedCentralCrossRef
24.
go back to reference Zhang Y, Zhang M, Yu X, Wei F, Chen C, Zhang K, et al. Association of hypertension and hypertriglyceridemia on incident hyperuricemia: an 8-year prospective cohort study. J Transl Med. 2020;18(1):409.PubMedPubMedCentralCrossRef Zhang Y, Zhang M, Yu X, Wei F, Chen C, Zhang K, et al. Association of hypertension and hypertriglyceridemia on incident hyperuricemia: an 8-year prospective cohort study. J Transl Med. 2020;18(1):409.PubMedPubMedCentralCrossRef
25.
go back to reference van Buuren S, Groothuis-Oudshoorn KM. Multivariate imputation by chained equations in R. J Stat Softw. 2011;45:1–67.CrossRef van Buuren S, Groothuis-Oudshoorn KM. Multivariate imputation by chained equations in R. J Stat Softw. 2011;45:1–67.CrossRef
26.
27.
go back to reference Xiong S, Lu S, Shang F, Li X, Yan J, Cen K. Online predicting PCDD/F emission by formation pathway identification clustering and Box-Cox Transformation. Chemosphere. 2021;274:12978.0.CrossRef Xiong S, Lu S, Shang F, Li X, Yan J, Cen K. Online predicting PCDD/F emission by formation pathway identification clustering and Box-Cox Transformation. Chemosphere. 2021;274:12978.0.CrossRef
28.
go back to reference Chen YJ, Liu C, Huang LL, Ai SH, Sun L, Huang Z, et al. First-trimester blood concentrations of drinking water trihalomethanes and neonatal neurobehavioral development in a Chinese birth cohort. J Hazard Mater. 2019;362:451–7.PubMedCrossRef Chen YJ, Liu C, Huang LL, Ai SH, Sun L, Huang Z, et al. First-trimester blood concentrations of drinking water trihalomethanes and neonatal neurobehavioral development in a Chinese birth cohort. J Hazard Mater. 2019;362:451–7.PubMedCrossRef
29.
30.
go back to reference Robin X, Turck N, Hainard A, Tiberti N, Lisacek F, Sanchez JC, et al. pROC: an open-source package for R and S+ to analyze and compare ROC curves. BMC Bioinformatics. 2011;12:77.PubMedPubMedCentralCrossRef Robin X, Turck N, Hainard A, Tiberti N, Lisacek F, Sanchez JC, et al. pROC: an open-source package for R and S+ to analyze and compare ROC curves. BMC Bioinformatics. 2011;12:77.PubMedPubMedCentralCrossRef
31.
go back to reference Husson F, Josse J, Le S, J Mazet. FactoMineR: Multivariate Exploratory Data Analysis and Data Mining with R. 2014. Husson F, Josse J, Le S, J Mazet. FactoMineR: Multivariate Exploratory Data Analysis and Data Mining with R. 2014.
32.
go back to reference Dormann CF, Elith J, Bacher S, Buchmann C, Carl G, Carré G, et al. Collinearity: a review of methods to deal with it and a simulation study evaluating their performance. Ecography. 2013;36(1):27–46.CrossRef Dormann CF, Elith J, Bacher S, Buchmann C, Carl G, Carré G, et al. Collinearity: a review of methods to deal with it and a simulation study evaluating their performance. Ecography. 2013;36(1):27–46.CrossRef
33.
go back to reference Whynes DK, Baines DL. Explaining variations in the frequency of night visits in general practice. Fam Pract. 1996;13(2):174–8.PubMedCrossRef Whynes DK, Baines DL. Explaining variations in the frequency of night visits in general practice. Fam Pract. 1996;13(2):174–8.PubMedCrossRef
34.
go back to reference Smith AC, Koper N, Francis CM, Fahrig L. Confronting collinearity: comparing methods for disentangling the effects of habitat loss and fragmentation. Landsc Ecol. 2009;24(10):1271.CrossRef Smith AC, Koper N, Francis CM, Fahrig L. Confronting collinearity: comparing methods for disentangling the effects of habitat loss and fragmentation. Landsc Ecol. 2009;24(10):1271.CrossRef
35.
go back to reference Sheppard JP, Stevens S, Stevens R, Martin U, Mant J, Gobbs FDR, et al. Benefits and harms of antihypertensive treatment in low-risk patients with mild hypertension. JAMA Intern Med. 2018;178(12):1626–34.PubMedPubMedCentralCrossRef Sheppard JP, Stevens S, Stevens R, Martin U, Mant J, Gobbs FDR, et al. Benefits and harms of antihypertensive treatment in low-risk patients with mild hypertension. JAMA Intern Med. 2018;178(12):1626–34.PubMedPubMedCentralCrossRef
36.
go back to reference Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, et al. Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012;380(9859):2095–128.CrossRef Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, et al. Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012;380(9859):2095–128.CrossRef
37.
go back to reference Danaei G, Finucane MM, Lu Y, Singh GM, Cowan MJ, Paciorek CJ, et al. National, regional, and global trends in fasting plasma glucose and diabetes prevalence since 1980: systematic analysis of health examination surveys and epidemiological studies with 370 country-years and 2·7 million participants. Lancet. 2011;378(9785):31–40.PubMedCrossRef Danaei G, Finucane MM, Lu Y, Singh GM, Cowan MJ, Paciorek CJ, et al. National, regional, and global trends in fasting plasma glucose and diabetes prevalence since 1980: systematic analysis of health examination surveys and epidemiological studies with 370 country-years and 2·7 million participants. Lancet. 2011;378(9785):31–40.PubMedCrossRef
38.
go back to reference Khoei NS, Grindel A, Wallner M, Mölzer C, Doberer D, Marculescu R, et al. Mild hyperbilirubinaemia as an endogenous mitigator of overweight and obesity: Implications for improved metabolic health. Atherosclerosis. 2018;269:306–11.CrossRef Khoei NS, Grindel A, Wallner M, Mölzer C, Doberer D, Marculescu R, et al. Mild hyperbilirubinaemia as an endogenous mitigator of overweight and obesity: Implications for improved metabolic health. Atherosclerosis. 2018;269:306–11.CrossRef
39.
go back to reference Wu Y, Li M, Xu M, Bi Y, Li X, Chen Y, et al. Low serum total bilirubin concentrations are associated with increased prevalence of metabolic syndrome in Chinese. J Diabetes. 2011;3(3):217–24.PubMedCrossRef Wu Y, Li M, Xu M, Bi Y, Li X, Chen Y, et al. Low serum total bilirubin concentrations are associated with increased prevalence of metabolic syndrome in Chinese. J Diabetes. 2011;3(3):217–24.PubMedCrossRef
40.
go back to reference Vaiserman AM. Hormesis and epigenetics: is there a link? Ageing Res Rev. 2011;10(4):413–21.PubMed Vaiserman AM. Hormesis and epigenetics: is there a link? Ageing Res Rev. 2011;10(4):413–21.PubMed
41.
go back to reference Hwang HJ, Kim SH. Inverse relationship between fasting direct bilirubin and metabolic syndrome in Korean adults. Clin Chim Acta. 2010;411(19–20):1496–501.PubMedCrossRef Hwang HJ, Kim SH. Inverse relationship between fasting direct bilirubin and metabolic syndrome in Korean adults. Clin Chim Acta. 2010;411(19–20):1496–501.PubMedCrossRef
42.
go back to reference Cabandugama PK, Gardner MJ, Sowers JR. The renin angiotensin aldosterone system in obesity and hypertension: roles in the cardiorenal metabolic syndrome. Med Clin North Am. 2017;101(1):129–37.PubMedPubMedCentralCrossRef Cabandugama PK, Gardner MJ, Sowers JR. The renin angiotensin aldosterone system in obesity and hypertension: roles in the cardiorenal metabolic syndrome. Med Clin North Am. 2017;101(1):129–37.PubMedPubMedCentralCrossRef
43.
go back to reference Morioka I, Nakamura H, Koda T, Sakai H, Kurokawa D, Yonetani M, et al. Serum unbound bilirubin as a predictor for clinical kernicterus in extremely low birth weight infants at a late age in the neonatal intensive care unit. Brain Dev. 2015;37(8):753–7.PubMedCrossRef Morioka I, Nakamura H, Koda T, Sakai H, Kurokawa D, Yonetani M, et al. Serum unbound bilirubin as a predictor for clinical kernicterus in extremely low birth weight infants at a late age in the neonatal intensive care unit. Brain Dev. 2015;37(8):753–7.PubMedCrossRef
44.
go back to reference Lacruz ME, Kluttig A, Hartwig S, Löer M, Tiller D, Greiser KH, et al. Prevalence and Incidence of Hypertension in the General Adult Population: Results of the CARLA-Cohort Study. Medicine (Baltimore). 2015;94(22):e952.CrossRef Lacruz ME, Kluttig A, Hartwig S, Löer M, Tiller D, Greiser KH, et al. Prevalence and Incidence of Hypertension in the General Adult Population: Results of the CARLA-Cohort Study. Medicine (Baltimore). 2015;94(22):e952.CrossRef
45.
go back to reference Lee JH, Yang DH, Park HS, Cho Y, Jun JE, Park WH, et al. Incidence of hypertension in Korea: 5-year follow-up study. J Korean Med Sci. 2011;26(10):1286–92.PubMedPubMedCentralCrossRef Lee JH, Yang DH, Park HS, Cho Y, Jun JE, Park WH, et al. Incidence of hypertension in Korea: 5-year follow-up study. J Korean Med Sci. 2011;26(10):1286–92.PubMedPubMedCentralCrossRef
48.
go back to reference Mancia G, Fagard R, Narkiewicz K, Redón J, Zanchetti A, Böhm M, et al. 2013 ESH/ESC Guidelines for the management of arterial hypertension: the Task Force for the management of arterial hypertension of the European Society of Hypertension (ESH) and of the European Society of Cardiology (ESC). J Hypertens. 2013;31(7):1281–357.PubMedCrossRef Mancia G, Fagard R, Narkiewicz K, Redón J, Zanchetti A, Böhm M, et al. 2013 ESH/ESC Guidelines for the management of arterial hypertension: the Task Force for the management of arterial hypertension of the European Society of Hypertension (ESH) and of the European Society of Cardiology (ESC). J Hypertens. 2013;31(7):1281–357.PubMedCrossRef
49.
go back to reference Neter JE, Stam BE, Kok FJ, Grobbee DE, Geleijnse JM. Influence of weight reduction on blood pressure: a meta-analysis of randomized controlled trials. Hypertension. 2003;42(5):878–84.PubMedCrossRef Neter JE, Stam BE, Kok FJ, Grobbee DE, Geleijnse JM. Influence of weight reduction on blood pressure: a meta-analysis of randomized controlled trials. Hypertension. 2003;42(5):878–84.PubMedCrossRef
50.
go back to reference He W, Xu Q, Han L, Wu T, Shi X, Ye L, et al. Using real-world data to estimate the changing trends in the prevalence and incidence of type 2 diabetes mellitus in Xiamen of China from 2014 to 2019. BMC Endocr Disord. 2021;21(1):92.PubMedPubMedCentralCrossRef He W, Xu Q, Han L, Wu T, Shi X, Ye L, et al. Using real-world data to estimate the changing trends in the prevalence and incidence of type 2 diabetes mellitus in Xiamen of China from 2014 to 2019. BMC Endocr Disord. 2021;21(1):92.PubMedPubMedCentralCrossRef
51.
go back to reference Dong X, Zhang H, Wang F, et al. Epidemiology and prevalence of hyperuricemia among men and women in Chinese rural population: The Henan Rural Cohort Study. Mod Rheumatol. 2020;30(5):910–20.PubMedCrossRef Dong X, Zhang H, Wang F, et al. Epidemiology and prevalence of hyperuricemia among men and women in Chinese rural population: The Henan Rural Cohort Study. Mod Rheumatol. 2020;30(5):910–20.PubMedCrossRef
52.
go back to reference Qi D, Liu J, Wang C, Wang L, Zhang X, Lin Q, et al. Sex-specific differences in the prevalence of and risk factors for hyperuricemia among a low-income population in China: a cross-sectional study. Postgrad Med. 2020;132(6):559–67.PubMedCrossRef Qi D, Liu J, Wang C, Wang L, Zhang X, Lin Q, et al. Sex-specific differences in the prevalence of and risk factors for hyperuricemia among a low-income population in China: a cross-sectional study. Postgrad Med. 2020;132(6):559–67.PubMedCrossRef
53.
go back to reference Hak AE, Choi HK. Menopause, postmenopausal hormone use and serum uric acid levels in US women-the Third National Health and Nutrition Examination Survey. Arthritis Res Ther. 2008;10(5):R116.PubMedPubMedCentralCrossRef Hak AE, Choi HK. Menopause, postmenopausal hormone use and serum uric acid levels in US women-the Third National Health and Nutrition Examination Survey. Arthritis Res Ther. 2008;10(5):R116.PubMedPubMedCentralCrossRef
54.
go back to reference Wu L, Yang S, He Y, et al. Association between passive smoking and hypertension in Chinese non-smoking elderly women. Hypertens Res. 2017;40(4):399–404.PubMedCrossRef Wu L, Yang S, He Y, et al. Association between passive smoking and hypertension in Chinese non-smoking elderly women. Hypertens Res. 2017;40(4):399–404.PubMedCrossRef
55.
56.
go back to reference Liu SH, Liu B, Sanders AP, Saland J, Wilson KM. Secondhand smoke exposure and higher blood pressure in children and adolescents participating in NHANES. Prev Med 2020; 134: 106052. Liu SH, Liu B, Sanders AP, Saland J, Wilson KM. Secondhand smoke exposure and higher blood pressure in children and adolescents participating in NHANES. Prev Med 2020; 134: 106052.
57.
go back to reference Chobanian AV, Bakris GL, Black HR, Cushman WC, Green LA, Izzo JL Jr, et al. The Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure: the JNC 7 report. JAMA. 2003;289(19):2560–72.PubMedCrossRef Chobanian AV, Bakris GL, Black HR, Cushman WC, Green LA, Izzo JL Jr, et al. The Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure: the JNC 7 report. JAMA. 2003;289(19):2560–72.PubMedCrossRef
58.
go back to reference Huang Q, Hu D, Wang X, Chen Y, Wu Y, Pan L, et al. The modification of indoor PM25 exposure to chronic obstructive pulmonary disease in Chinese elderly people: A meet-in-metabolite analysis. Environ Int. 2018;121(2):1243–52.PubMedCrossRef Huang Q, Hu D, Wang X, Chen Y, Wu Y, Pan L, et al. The modification of indoor PM25 exposure to chronic obstructive pulmonary disease in Chinese elderly people: A meet-in-metabolite analysis. Environ Int. 2018;121(2):1243–52.PubMedCrossRef
Metadata
Title
The association between bilirubin and hypertension among a Chinese ageing cohort: a prospective follow-up study
Authors
Chen Tang
Hanxiang Jiang
Bin Zhao
Yi Lin
Shengnan Lin
Tianmu Chen
Yanhua Su
Yiqin Zhang
Lina Zhou
Lianmeng Li
Jincheng Lin
Zhonghua Lu
Yao Wang
Zeyu Zhao
Longjian Liu
Yuxin Wang
Jie Zhang
Heqing Shen
Publication date
01-12-2022
Publisher
BioMed Central
Published in
Journal of Translational Medicine / Issue 1/2022
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/s12967-022-03309-7

Other articles of this Issue 1/2022

Journal of Translational Medicine 1/2022 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine