Skip to main content
Top
Published in: BMC Nephrology 1/2020

Open Access 01-12-2020 | Chronic Kidney Disease | Research article

Aortic pulse wave velocity, central pulse pressure, augmentation index and chronic kidney disease progression in individuals with type 2 diabetes: a 3- year prospective study

Authors: Jian-Jun Liu, Sylvia Liu, Janus Lee, Resham L. Gurung, M. Yiamunaa, Keven Ang, Yi Ming Shao, Robin W. M. Choo, Subramaniam Tavintharan, Wern Ee Tang, Chee Fang Sum, Su Chi Lim

Published in: BMC Nephrology | Issue 1/2020

Login to get access

Abstract

Background

Pulse wave velocity (PWV), central pulse pressure and augmentation index are arterial stiffness- related hemodynamic parameters but their associations with renal outcome are still controversial. We hereby aim to study, 1) which hemodynamic parameter is independently associated with progressive chronic kidney disease (CKD), 2) the association of 3-year change in PWV with CKD progression and, 3) the additive predictive value of PWV for progressive CKD.

Methods

Carotid- femoral PWV, central pulse pressure and augmentation index were measured in 1444 participants with type 2 diabetes at baseline and 3 years apart. Progressive CKD was defined as confirmed eGFR decline 40% or greater.

Results

In the follow-up, 102 participants experienced progressive CKD. All 3 hemodynamic parameters were significantly associated with progressive CKD In univariable analysis. However, only PWV remained statistically significant after adjustment for known clinical risk factors and the other 2 hemodynamic parameters (OR 1.14 [95% CI 1.01–1.29] per m/s increment). One m/s regression (decrement) in PWV in the 3-year follow-up was associated with 26% lower adjusted- risk of progressive CKD (OR 0.74, 95% CI 0.56–0.97). Adding PWV onto traditional risk factor- based model significantly improved classification (net reclassification improvement 0.25, 95% CI 0.05–0.45, P = 0.01) and positive prediction rate (24.5 to 32.3%).

Conclusions

Of 3 arterial stiffness- related hemodynamic parameters, only PWV is independently associated with progressive CKD. PWV may be a potential intervention target to mitigate risk of CKD progression and also a biomarker to improve risk-stratification of adverse renal outcome in individuals with type 2 diabetes.
Appendix
Available only for authorised users
Literature
1.
go back to reference United States Renal Data System USRD: 2018 USRDS annual data report: epidemiology of kidney disease in the United States. United States Renal Data System USRD: 2018 USRDS annual data report: epidemiology of kidney disease in the United States.
2.
go back to reference Tuttle KR, Bakris GL, Bilous RW, Chiang JL, de Boer IH, Goldstein-Fuchs J, Hirsch IB, Kalantar-Zadeh K, Narva AS, Navaneethan SD, et al. Diabetic kidney disease: a report from an ADA consensus conference. Diabetes Care. 2014;37(10):2864–83.PubMedPubMedCentral Tuttle KR, Bakris GL, Bilous RW, Chiang JL, de Boer IH, Goldstein-Fuchs J, Hirsch IB, Kalantar-Zadeh K, Narva AS, Navaneethan SD, et al. Diabetic kidney disease: a report from an ADA consensus conference. Diabetes Care. 2014;37(10):2864–83.PubMedPubMedCentral
3.
go back to reference Lytvyn Y, Bjornstad P, van Raalte DH, Heerspink HL, Cherney DZI. The New Biology of Diabetic Kidney Disease-Mechanisms and Therapeutic Implications. Endocr Rev. 2020;41(2):202–31. Lytvyn Y, Bjornstad P, van Raalte DH, Heerspink HL, Cherney DZI. The New Biology of Diabetic Kidney Disease-Mechanisms and Therapeutic Implications. Endocr Rev. 2020;41(2):202–31.
4.
go back to reference Townsend RR. Arterial stiffness in CKD: a review. Am J Kidney Dis. 2019;73(2):240–7.PubMed Townsend RR. Arterial stiffness in CKD: a review. Am J Kidney Dis. 2019;73(2):240–7.PubMed
5.
go back to reference O'Rourke MF, Safar ME. Relationship between aortic stiffening and microvascular disease in brain and kidney: cause and logic of therapy. Hypertension. 2005;46(1):200–4.PubMed O'Rourke MF, Safar ME. Relationship between aortic stiffening and microvascular disease in brain and kidney: cause and logic of therapy. Hypertension. 2005;46(1):200–4.PubMed
6.
go back to reference Cavalcante JL, Lima JA, Redheuil A, Al-Mallah MH. Aortic stiffness: current understanding and future directions. J Am Coll Cardiol. 2011;57(14):1511–22.PubMed Cavalcante JL, Lima JA, Redheuil A, Al-Mallah MH. Aortic stiffness: current understanding and future directions. J Am Coll Cardiol. 2011;57(14):1511–22.PubMed
7.
go back to reference Townsend RR, Wilkinson IB, Schiffrin EL, Avolio AP, Chirinos JA, Cockcroft JR, Heffernan KS, Lakatta EG, McEniery CM, Mitchell GF, et al. Recommendations for improving and standardizing vascular research on arterial stiffness: a scientific statement from the American Heart Association. Hypertension. 2015;66(3):698–722.PubMedPubMedCentral Townsend RR, Wilkinson IB, Schiffrin EL, Avolio AP, Chirinos JA, Cockcroft JR, Heffernan KS, Lakatta EG, McEniery CM, Mitchell GF, et al. Recommendations for improving and standardizing vascular research on arterial stiffness: a scientific statement from the American Heart Association. Hypertension. 2015;66(3):698–722.PubMedPubMedCentral
8.
go back to reference Van Bortel LM, Laurent S, Boutouyrie P, Chowienczyk P, Cruickshank JK, De Backer T, Filipovsky J, Huybrechts S, Mattace-Raso FU, Protogerou AD, et al. Expert consensus document on the measurement of aortic stiffness in daily practice using carotid-femoral pulse wave velocity. J Hypertens. 2012;30(3):445–8.PubMed Van Bortel LM, Laurent S, Boutouyrie P, Chowienczyk P, Cruickshank JK, De Backer T, Filipovsky J, Huybrechts S, Mattace-Raso FU, Protogerou AD, et al. Expert consensus document on the measurement of aortic stiffness in daily practice using carotid-femoral pulse wave velocity. J Hypertens. 2012;30(3):445–8.PubMed
9.
go back to reference Townsend RR, Wimmer NJ, Chirinos JA, Parsa A, Weir M, Perumal K, Lash JP, Chen J, Steigerwalt SP, Flack J, et al. Aortic PWV in chronic kidney disease: a CRIC ancillary study. Am J Hypertens. 2010;23(3):282–9.PubMed Townsend RR, Wimmer NJ, Chirinos JA, Parsa A, Weir M, Perumal K, Lash JP, Chen J, Steigerwalt SP, Flack J, et al. Aortic PWV in chronic kidney disease: a CRIC ancillary study. Am J Hypertens. 2010;23(3):282–9.PubMed
10.
go back to reference Townsend RR, Anderson AH, Chirinos JA, Feldman HI, Grunwald JE, Nessel L, Roy J, Weir MR, Wright JT Jr, Bansal N, et al. Association of Pulse Wave Velocity with Chronic Kidney Disease Progression and Mortality: findings from the CRIC study (chronic renal insufficiency cohort). Hypertension. 2018;71(6):1101–7.PubMedPubMedCentral Townsend RR, Anderson AH, Chirinos JA, Feldman HI, Grunwald JE, Nessel L, Roy J, Weir MR, Wright JT Jr, Bansal N, et al. Association of Pulse Wave Velocity with Chronic Kidney Disease Progression and Mortality: findings from the CRIC study (chronic renal insufficiency cohort). Hypertension. 2018;71(6):1101–7.PubMedPubMedCentral
11.
go back to reference Weber T, Ammer M, Gunduz D, Bruckenberger P, Eber B, Wallner M. Association of increased arterial wave reflections with decline in renal function in chronic kidney disease stages 3 and 4. Am J Hypertens. 2011;24(7):762–9.PubMed Weber T, Ammer M, Gunduz D, Bruckenberger P, Eber B, Wallner M. Association of increased arterial wave reflections with decline in renal function in chronic kidney disease stages 3 and 4. Am J Hypertens. 2011;24(7):762–9.PubMed
12.
go back to reference Briet M, Collin C, Karras A, Laurent S, Bozec E, Jacquot C, Stengel B, Houillier P, Froissart M, Boutouyrie P, et al. Arterial remodeling associates with CKD progression. J Am Soc Nephrol. 2011;22(5):967–74.PubMedPubMedCentral Briet M, Collin C, Karras A, Laurent S, Bozec E, Jacquot C, Stengel B, Houillier P, Froissart M, Boutouyrie P, et al. Arterial remodeling associates with CKD progression. J Am Soc Nephrol. 2011;22(5):967–74.PubMedPubMedCentral
13.
go back to reference Chandra P, Sands RL, Gillespie BW, Levin NW, Kotanko P, Kiser M, Finkelstein F, Hinderliter A, Rajagopalan S, Sengstock D, et al. Relationship between heart rate variability and pulse wave velocity and their association with patient outcomes in chronic kidney disease. Clin Nephrol. 2014;81(1):9–19.PubMed Chandra P, Sands RL, Gillespie BW, Levin NW, Kotanko P, Kiser M, Finkelstein F, Hinderliter A, Rajagopalan S, Sengstock D, et al. Relationship between heart rate variability and pulse wave velocity and their association with patient outcomes in chronic kidney disease. Clin Nephrol. 2014;81(1):9–19.PubMed
14.
go back to reference Temmar M, Liabeuf S, Renard C, Czernichow S, Esper NE, Shahapuni I, Presne C, Makdassi R, Andrejak M, Tribouilloy C, et al. Pulse wave velocity and vascular calcification at different stages of chronic kidney disease. J Hypertens. 2010;28(1):163–9.PubMed Temmar M, Liabeuf S, Renard C, Czernichow S, Esper NE, Shahapuni I, Presne C, Makdassi R, Andrejak M, Tribouilloy C, et al. Pulse wave velocity and vascular calcification at different stages of chronic kidney disease. J Hypertens. 2010;28(1):163–9.PubMed
15.
go back to reference Upadhyay A, Hwang SJ, Mitchell GF, Vasan RS, Vita JA, Stantchev PI, Meigs JB, Larson MG, Levy D, Benjamin EJ, et al. Arterial stiffness in mild-to-moderate CKD. J Am Soc Nephrol. 2009;20(9):2044–53.PubMedPubMedCentral Upadhyay A, Hwang SJ, Mitchell GF, Vasan RS, Vita JA, Stantchev PI, Meigs JB, Larson MG, Levy D, Benjamin EJ, et al. Arterial stiffness in mild-to-moderate CKD. J Am Soc Nephrol. 2009;20(9):2044–53.PubMedPubMedCentral
16.
go back to reference Chue CD, Edwards NC, Davis LJ, Steeds RP, Townend JN, Ferro CJ. Serum phosphate but not pulse wave velocity predicts decline in renal function in patients with early chronic kidney disease. Nephrol Dial Transplant. 2011;26(8):2576–82.PubMed Chue CD, Edwards NC, Davis LJ, Steeds RP, Townend JN, Ferro CJ. Serum phosphate but not pulse wave velocity predicts decline in renal function in patients with early chronic kidney disease. Nephrol Dial Transplant. 2011;26(8):2576–82.PubMed
17.
go back to reference Briet M, Boutouyrie P, Laurent S, London GM. Arterial stiffness and pulse pressure in CKD and ESRD. Kidney Int. 2012;82(4):388–400.PubMed Briet M, Boutouyrie P, Laurent S, London GM. Arterial stiffness and pulse pressure in CKD and ESRD. Kidney Int. 2012;82(4):388–400.PubMed
18.
go back to reference Schellinger IN, Mattern K, Raaz U. The hardest part. Arterioscler Thromb Vasc Biol. 2019;39(7):1301–6.PubMed Schellinger IN, Mattern K, Raaz U. The hardest part. Arterioscler Thromb Vasc Biol. 2019;39(7):1301–6.PubMed
19.
go back to reference Kaess BM, Rong J, Larson MG, Hamburg NM, Vita JA, Levy D, Benjamin EJ, Vasan RS, Mitchell GF. Aortic stiffness, blood pressure progression, and incident hypertension. JAMA. 2012;308(9):875–81.PubMedPubMedCentral Kaess BM, Rong J, Larson MG, Hamburg NM, Vita JA, Levy D, Benjamin EJ, Vasan RS, Mitchell GF. Aortic stiffness, blood pressure progression, and incident hypertension. JAMA. 2012;308(9):875–81.PubMedPubMedCentral
20.
go back to reference Ford ML, Tomlinson LA, Chapman TP, Rajkumar C, Holt SG. Aortic stiffness is independently associated with rate of renal function decline in chronic kidney disease stages 3 and 4. Hypertension. 2010;55(5):1110–5.PubMed Ford ML, Tomlinson LA, Chapman TP, Rajkumar C, Holt SG. Aortic stiffness is independently associated with rate of renal function decline in chronic kidney disease stages 3 and 4. Hypertension. 2010;55(5):1110–5.PubMed
21.
go back to reference Liu JJ, Sum CF, Tavintharan S, Yeoh LY, Ng XW, Moh AM, Lee S, Tang WE, Lim SC. Obesity is a determinant of arterial stiffness independent of traditional risk factors in Asians with young-onset type 2 diabetes. Atherosclerosis. 2014;236(2):286–91.PubMed Liu JJ, Sum CF, Tavintharan S, Yeoh LY, Ng XW, Moh AM, Lee S, Tang WE, Lim SC. Obesity is a determinant of arterial stiffness independent of traditional risk factors in Asians with young-onset type 2 diabetes. Atherosclerosis. 2014;236(2):286–91.PubMed
22.
go back to reference Pek SL, Tavintharan S, Wang X, Lim SC, Woon K, Yeoh LY, Ng X, Liu J, Sum CF. Elevation of a novel angiogenic factor, leucine-rich-alpha2-glycoprotein (LRG1), is associated with arterial stiffness, endothelial dysfunction, and peripheral arterial disease in patients with type 2 diabetes. J Clin Endocrinol Metab. 2015;100(4):1586–93.PubMed Pek SL, Tavintharan S, Wang X, Lim SC, Woon K, Yeoh LY, Ng X, Liu J, Sum CF. Elevation of a novel angiogenic factor, leucine-rich-alpha2-glycoprotein (LRG1), is associated with arterial stiffness, endothelial dysfunction, and peripheral arterial disease in patients with type 2 diabetes. J Clin Endocrinol Metab. 2015;100(4):1586–93.PubMed
23.
go back to reference Coresh J, Turin TC, Matsushita K, Sang Y, Ballew SH, Appel LJ, Arima H, Chadban SJ, Cirillo M, Djurdjev O, et al. Decline in estimated glomerular filtration rate and subsequent risk of end-stage renal disease and mortality. JAMA. 2014;311(24):2518–31.PubMedPubMedCentral Coresh J, Turin TC, Matsushita K, Sang Y, Ballew SH, Appel LJ, Arima H, Chadban SJ, Cirillo M, Djurdjev O, et al. Decline in estimated glomerular filtration rate and subsequent risk of end-stage renal disease and mortality. JAMA. 2014;311(24):2518–31.PubMedPubMedCentral
24.
go back to reference Levey AS, Gansevoort RT, Coresh J, Inker LA, Heerspink HL, Grams ME, Greene T, Tighiouart H, Matsushita K, Ballew SH, et al. Change in albuminuria and GFR as end points for clinical trials in early stages of CKD: a scientific workshop sponsored by the National Kidney Foundation in collaboration with the US Food and Drug Administration and European medicines agency. Am J Kidney Dis. 2020;75(1):84–104.PubMed Levey AS, Gansevoort RT, Coresh J, Inker LA, Heerspink HL, Grams ME, Greene T, Tighiouart H, Matsushita K, Ballew SH, et al. Change in albuminuria and GFR as end points for clinical trials in early stages of CKD: a scientific workshop sponsored by the National Kidney Foundation in collaboration with the US Food and Drug Administration and European medicines agency. Am J Kidney Dis. 2020;75(1):84–104.PubMed
25.
go back to reference Laurent S, Cockcroft J, Van Bortel L, Boutouyrie P, Giannattasio C, Hayoz D, Pannier B, Vlachopoulos C, Wilkinson I, Struijker-Boudier H. Expert consensus document on arterial stiffness: methodological issues and clinical applications. Eur Heart J. 2006;27(21):2588–605. Laurent S, Cockcroft J, Van Bortel L, Boutouyrie P, Giannattasio C, Hayoz D, Pannier B, Vlachopoulos C, Wilkinson I, Struijker-Boudier H. Expert consensus document on arterial stiffness: methodological issues and clinical applications. Eur Heart J. 2006;27(21):2588–605.
26.
go back to reference Mancia G, Fagard R, Narkiewicz K, Redon J, Zanchetti A, Bohm M, Christiaens T, Cifkova R, De Backer G, Dominiczak A, 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.PubMed Mancia G, Fagard R, Narkiewicz K, Redon J, Zanchetti A, Bohm M, Christiaens T, Cifkova R, De Backer G, Dominiczak A, 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.PubMed
27.
go back to reference Ferreira MT, Leite NC, Cardoso CR, Salles GF. Correlates of aortic stiffness progression in patients with type 2 diabetes: importance of glycemic control: the Rio de Janeiro type 2 diabetes cohort study. Diabetes Care. 2015;38(5):897–904.PubMed Ferreira MT, Leite NC, Cardoso CR, Salles GF. Correlates of aortic stiffness progression in patients with type 2 diabetes: importance of glycemic control: the Rio de Janeiro type 2 diabetes cohort study. Diabetes Care. 2015;38(5):897–904.PubMed
28.
go back to reference Liu JJ, Liu S, Gurung RL, Ang K, Ee Tang W, Sum CF, Tavintharan S, Hadjadj S, Lim SC. Arterial stiffness modulates the Association of Resting Heart Rate with Rapid Renal Function Decline in individuals with type 2 diabetes mellitus. Arterioscler Thromb Vasc Biol. 2019;39(11):2437–44.PubMed Liu JJ, Liu S, Gurung RL, Ang K, Ee Tang W, Sum CF, Tavintharan S, Hadjadj S, Lim SC. Arterial stiffness modulates the Association of Resting Heart Rate with Rapid Renal Function Decline in individuals with type 2 diabetes mellitus. Arterioscler Thromb Vasc Biol. 2019;39(11):2437–44.PubMed
29.
go back to reference Cecelja M, Chowienczyk P. Dissociation of aortic pulse wave velocity with risk factors for cardiovascular disease other than hypertension: a systematic review. Hypertension. 2009;54(6):1328–36.PubMed Cecelja M, Chowienczyk P. Dissociation of aortic pulse wave velocity with risk factors for cardiovascular disease other than hypertension: a systematic review. Hypertension. 2009;54(6):1328–36.PubMed
30.
go back to reference Cecelja M, Jiang B, Keehn L, Hussain T, Silva Vieira M, Phinikaridou A, Greil G, Spector TD, Chowienczyk P. Arterial stiffening is a heritable trait associated with arterial dilation but not wall thickening: a longitudinal study in the twins UK cohort. Eur Heart J. 2018;39(24):2282–8.PubMedPubMedCentral Cecelja M, Jiang B, Keehn L, Hussain T, Silva Vieira M, Phinikaridou A, Greil G, Spector TD, Chowienczyk P. Arterial stiffening is a heritable trait associated with arterial dilation but not wall thickening: a longitudinal study in the twins UK cohort. Eur Heart J. 2018;39(24):2282–8.PubMedPubMedCentral
31.
go back to reference Yamanouchi M, Skupien J, Niewczas MA, Smiles AM, Doria A, Stanton RC, Galecki AT, Duffin KL, Pullen N, Breyer MD, et al. Improved clinical trial enrollment criterion to identify patients with diabetes at risk of end-stage renal disease. Kidney Int. 2017;92(1):258–66.PubMedPubMedCentral Yamanouchi M, Skupien J, Niewczas MA, Smiles AM, Doria A, Stanton RC, Galecki AT, Duffin KL, Pullen N, Breyer MD, et al. Improved clinical trial enrollment criterion to identify patients with diabetes at risk of end-stage renal disease. Kidney Int. 2017;92(1):258–66.PubMedPubMedCentral
32.
go back to reference Breiman L, Friedman J, Stone C, Olshen R. Classification and regression trees. Belmont: Wadsworth; 1984. Breiman L, Friedman J, Stone C, Olshen R. Classification and regression trees. Belmont: Wadsworth; 1984.
33.
go back to reference Bidani AK, Griffin KA, Williamson G, Wang X, Loutzenhiser R. Protective importance of the myogenic response in the renal circulation. Hypertension. 2009;54(2):393–8.PubMedPubMedCentral Bidani AK, Griffin KA, Williamson G, Wang X, Loutzenhiser R. Protective importance of the myogenic response in the renal circulation. Hypertension. 2009;54(2):393–8.PubMedPubMedCentral
34.
go back to reference Guerin AP, Blacher J, Pannier B, Marchais SJ, Safar ME, London GM. Impact of aortic stiffness attenuation on survival of patients in end-stage renal failure. Circulation. 2001;103(7):987–92.PubMed Guerin AP, Blacher J, Pannier B, Marchais SJ, Safar ME, London GM. Impact of aortic stiffness attenuation on survival of patients in end-stage renal failure. Circulation. 2001;103(7):987–92.PubMed
35.
go back to reference Benetos A, Cambien F, Gautier S, Ricard S, Safar M, Laurent S, Lacolley P, Poirier O, Topouchian J, Asmar R. Influence of the angiotensin II type 1 receptor gene polymorphism on the effects of perindopril and nitrendipine on arterial stiffness in hypertensive individuals. Hypertension. 1996;28(6):1081–4.PubMed Benetos A, Cambien F, Gautier S, Ricard S, Safar M, Laurent S, Lacolley P, Poirier O, Topouchian J, Asmar R. Influence of the angiotensin II type 1 receptor gene polymorphism on the effects of perindopril and nitrendipine on arterial stiffness in hypertensive individuals. Hypertension. 1996;28(6):1081–4.PubMed
36.
go back to reference Heesen WF, Beltman FW, Smit AJ, May JF, de Graeff PA, Muntinga JH, Havinga TK, Schuurman FH, van der Veur E, Meyboom-de Jong B, et al. Reversal of pathophysiologic changes with long-term lisinopril treatment in isolated systolic hypertension. J Cardiovasc Pharmacol. 2001;37(5):512–21.PubMed Heesen WF, Beltman FW, Smit AJ, May JF, de Graeff PA, Muntinga JH, Havinga TK, Schuurman FH, van der Veur E, Meyboom-de Jong B, et al. Reversal of pathophysiologic changes with long-term lisinopril treatment in isolated systolic hypertension. J Cardiovasc Pharmacol. 2001;37(5):512–21.PubMed
37.
go back to reference Endes S, Schaffner E, Caviezel S, Dratva J, Autenrieth CS, Wanner M, Martin B, Stolz D, Pons M, Turk A, et al. Physical activity is associated with lower arterial stiffness in older adults: results of the SAPALDIA 3 cohort study. Eur J Epidemiol. 2016;31(3):275–85.PubMed Endes S, Schaffner E, Caviezel S, Dratva J, Autenrieth CS, Wanner M, Martin B, Stolz D, Pons M, Turk A, et al. Physical activity is associated with lower arterial stiffness in older adults: results of the SAPALDIA 3 cohort study. Eur J Epidemiol. 2016;31(3):275–85.PubMed
38.
go back to reference Madden KM, Lockhart C, Cuff D, Potter TF, Meneilly GS. Short-term aerobic exercise reduces arterial stiffness in older adults with type 2 diabetes, hypertension, and hypercholesterolemia. Diabetes Care. 2009;32(8):1531–5.PubMedPubMedCentral Madden KM, Lockhart C, Cuff D, Potter TF, Meneilly GS. Short-term aerobic exercise reduces arterial stiffness in older adults with type 2 diabetes, hypertension, and hypercholesterolemia. Diabetes Care. 2009;32(8):1531–5.PubMedPubMedCentral
39.
go back to reference Gaede P, Vedel P, Larsen N, Jensen GV, Parving HH, Pedersen O. Multifactorial intervention and cardiovascular disease in patients with type 2 diabetes. N Engl J Med. 2003;348(5):383–93.PubMed Gaede P, Vedel P, Larsen N, Jensen GV, Parving HH, Pedersen O. Multifactorial intervention and cardiovascular disease in patients with type 2 diabetes. N Engl J Med. 2003;348(5):383–93.PubMed
40.
go back to reference Barnett AG, van der Pols JC, Dobson AJ. Regression to the mean: what it is and how to deal with it. Int J Epidemiol. 2005;34(1):215–20.PubMed Barnett AG, van der Pols JC, Dobson AJ. Regression to the mean: what it is and how to deal with it. Int J Epidemiol. 2005;34(1):215–20.PubMed
Metadata
Title
Aortic pulse wave velocity, central pulse pressure, augmentation index and chronic kidney disease progression in individuals with type 2 diabetes: a 3- year prospective study
Authors
Jian-Jun Liu
Sylvia Liu
Janus Lee
Resham L. Gurung
M. Yiamunaa
Keven Ang
Yi Ming Shao
Robin W. M. Choo
Subramaniam Tavintharan
Wern Ee Tang
Chee Fang Sum
Su Chi Lim
Publication date
01-12-2020
Publisher
BioMed Central
Published in
BMC Nephrology / Issue 1/2020
Electronic ISSN: 1471-2369
DOI
https://doi.org/10.1186/s12882-020-02024-z

Other articles of this Issue 1/2020

BMC Nephrology 1/2020 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