Association between Hyperosmolar Hyperglycemic State and Venous Thromboembolism in Diabetes Patients: A Nationwide Analysis in Taiwan
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data Sources
2.2. Study Population
2.3. Outcome Measures
2.4. Covariates
2.5. Statistical Analysis
3. Results
3.1. General Characteristics
3.2. Association between HHS and VTE
3.3. Analyses According to the Main Admission Diagnoses
4. Discussion
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Lee, L.H.; Gallus, A.; Jindal, R.; Wang, C.; Wu, C.C. Incidence of Venous Thromboembolism in Asian Populations: A Systematic Review. Thromb. Haemost. 2017, 117, 2243–2260. [Google Scholar] [CrossRef] [PubMed]
- Heit, J.A.; Silverstein, M.D.; Mohr, D.N.; Petterson, T.M.; O’Fallon, W.M.; Melton, L.J. Risk factors for deep vein thrombosis and pulmonary embolism: A population-based case-control study. Arch. Intern. Med. 2000, 160, 809–815. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cushman, M.; Tsai, A.W.; White, R.H.; Heckbert, S.R.; Rosamond, W.D.; Enright, P.; Folsom, A.R. Deep vein thrombosis and pulmonary embolism in two cohorts: The longitudinal investigation of thromboembolism etiology. Am. J. Med. 2004, 117, 19–25. [Google Scholar] [CrossRef]
- Bĕlohlávek, J.; Dytrych, V.; Linhart, A. Pulmonary embolism, part I: Epidemiology, risk factors and risk stratification, pathophysiology, clinical presentation, diagnosis and nonthrombotic pulmonary embolism. Exp. Clin. Cardiol. 2013, 18, 129–138. [Google Scholar] [PubMed]
- Burgazli, K.M.; Atmaca, N.; Mericliler, M.; Parahuleva, M.; Erdogan, A.; Daebritz, S.H. Deep vein thrombosis and novel oral anticoagulants: A clinical review. Eur. Rev. Med. Pharmacol. Sci. 2013, 17, 3123–3131. [Google Scholar]
- Kitabchi, A.E.; Umpierrez, G.E.; Miles, J.M.; Fisher, J.N. Hyperglycemic crises in adult patients with diabetes. Diabetes Care 2009, 32, 1335–1343. [Google Scholar] [CrossRef] [Green Version]
- Fadini, G.P.; de Kreutzenberg, S.V.; Rigato, M.; Brocco, S.; Marchesan, M.; Tiengo, A.; Avogaro, A. Characteristics and outcomes of the hyperglycemic hyperosmolar non-ketotic syndrome in a cohort of 51 consecutive cases at a single center. Diabetes Res. Clin. Pract. 2011, 94, 172–179. [Google Scholar] [CrossRef] [PubMed]
- Milionis, H.J.; Elisaf, M.S. Therapeutic management of hyperglycaemic hyperosmolar syndrome. Expert Opin. Pharmacother. 2005, 6, 1841–1849. [Google Scholar] [CrossRef]
- Whelton, M.J.; Walde, D.; Havard, C.W. Hyperosmolar non-ketotic diabetic coma: With particular reference to vascular complications. Br. Med. J. 1971, 1, 85–86. [Google Scholar] [CrossRef] [Green Version]
- Siah, S.; Benameur, B.; Dimou, M. Hyperosmolar coma and cerebral thrombophlebitis. Ann. Fr. Anesth. Reanim. 2002, 21, 540–541. [Google Scholar] [CrossRef]
- Scharf, Y.; Nahir, M.; Tatarsky, I.; Arieh, J.B.; Baruch, G.; Edelman, S. Fatal venous thrombosis in hyperosmolar coma. Diabetes 1971, 20, 308–309. [Google Scholar] [CrossRef] [PubMed]
- Park, J.; Kim, D.J.; Kim, H.Y.; Seo, J.A.; Kim, S.G.; Baik, S.H.; Choi, D.S. Extensive venous thrombosis of the upper extremity in a diabetic patient with a hyperosmolar hyperglycemic state. Korean J. Intern. Med. 2006, 21, 244–247. [Google Scholar] [CrossRef]
- Grant, P.J.; Tate, G.M.; Hughes, J.R.; Davies, J.A.; Prentice, C.R.M. Does hypernatraemia promote thrombosis? Thromb. Res. 1985, 40, 393–399. [Google Scholar] [CrossRef]
- Keenan, C.R.; Murin, S.; White, R.H. High risk for venous thromboembolism in diabetics with hyperosmolar state: Comparison with other acute medical illnesses. J. Thromb. Haemost. 2007, 5, 1185–1190. [Google Scholar] [CrossRef] [PubMed]
- Scott, A.R. Management of hyperosmolar hyperglycaemic state in adults with diabetes. Diabet. Med. 2015, 32, 714–724. [Google Scholar] [CrossRef]
- Stoner, G.D. Hyperosmolar Hyperglycemic State. Am. Fam. Physician 2017, 96, 729–736. [Google Scholar]
- Pasquel, F.J.; Umpierrez, G.E. Hyperosmolar hyperglycemic state: A historic review of the clinical presentation, diagnosis, and treatment. Diabetes Care 2014, 37, 3124–3131. [Google Scholar] [CrossRef] [Green Version]
- Ho Chan, W.S. Taiwan’s healthcare report 2010. EPMA J. 2010, 1, 563–585. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Wu, T.Y.; Majeed, A.; Kuo, K.N. An overview of the healthcare system in Taiwan. Lond. J. Prim. Care 2010, 3, 115–119. [Google Scholar] [CrossRef] [Green Version]
- Lu, J.F.; Hsiao, W.C. Does universal health insurance make health care unaffordable? Lessons from Taiwan. Health Aff. (Proj. Hope) 2003, 22, 77–88. [Google Scholar] [CrossRef]
- Cheng, T.-M. Lessons from Taiwan’s universal national health insurance: A conversation with Taiwan’s Health Minister Ching-Chuan Yeh. Health Aff. 2009, 28, 1035–1044. [Google Scholar] [CrossRef] [Green Version]
- Ng, K.J.; Lee, Y.K.; Huang, M.Y.; Hsu, C.Y.; Su, Y.C. Risks of venous thromboembolism in patients with liver cirrhosis: A nationwide cohort study in Taiwan. J. Thromb. Haemost. 2015, 13, 206–213. [Google Scholar] [CrossRef]
- Wang, J.S.; Wu, Y.L.; Shin, S.J.; Tien, K.J.; Chin, M.C.; Hwu, C.M. Hospitalization in patients with type 2 diabetes mellitus in Taiwan: A nationwide population-based observational study. J. Formos. Med. Assoc. 2019, 118 (Suppl. 2), S90–S95. [Google Scholar] [CrossRef]
- Charlson, M.E.; Pompei, P.; Ales, K.L.; MacKenzie, C.R. A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation. J. Chronic Dis. 1987, 40, 373–383. [Google Scholar] [CrossRef]
- Peng, Y.H.; Lin, Y.S.; Chen, C.H.; Tsai, K.Y.; Hung, Y.C.; Chen, H.J.; Chen, H.J.; Liao, W.C.; Ho, W.C.; Islam, M.A. Type 1 diabetes is associated with an increased risk of venous thromboembolism: A retrospective population-based cohort study. PLoS ONE 2020, 15, e0226997. [Google Scholar] [CrossRef]
- Chung, W.S.; Lin, C.L.; Kao, C.H. Diabetes increases the risk of deep-vein thrombosis and pulmonary embolism. A population-based cohort study. Thromb. Haemost. 2015, 114, 812–818. [Google Scholar] [CrossRef] [PubMed]
- Carr, M.E. Diabetes mellitus: A hypercoagulable state. J. Diabetes Complicat. 2001, 15, 44–54. [Google Scholar] [CrossRef]
- Lemkes, B.A.; Hermanides, J.; DeVries, J.H.; Holleman, F.; Meijers, J.C.; Hoekstra, J.B. Hyperglycemia: A prothrombotic factor? J. Thromb. Haemost. 2010, 8, 1663–1669. [Google Scholar] [CrossRef] [PubMed]
- Grant, P.J. Diabetes mellitus as a prothrombotic condition. J. Intern. Med. 2007, 262, 157–172. [Google Scholar] [CrossRef] [PubMed]
- Rollini, F.; Franchi, F.; Muniz-Lozano, A.; Angiolillo, D.J. Platelet function profiles in patients with diabetes mellitus. J. Cardiovasc. Transl. Res. 2013, 6, 329–345. [Google Scholar] [CrossRef] [PubMed]
- Ferreiro, J.L.; Gómez-Hospital, J.A.; Angiolillo, D.J. Platelet abnormalities in diabetes mellitus. Diabetes Vasc. Dis. Res. 2010, 7, 251–259. [Google Scholar] [CrossRef]
- Avogaro, A.; Albiero, M.; Menegazzo, L.; de Kreutzenberg, S.; Fadini, G.P. Endothelial dysfunction in diabetes: The role of reparatory mechanisms. Diabetes Care 2011, 34 (Suppl. 2), S285–S290. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hess, K.; Grant, P.J. Inflammation and thrombosis in diabetes. Thromb. Haemost. 2011, 105 (Suppl. 1), S43–S54. [Google Scholar] [CrossRef] [PubMed]
- White, R.H. The epidemiology of venous thromboembolism. Circulation 2003, 107, I4–I8. [Google Scholar] [CrossRef] [Green Version]
- Roberts, L.N.; Patel, R.K.; Arya, R. Venous thromboembolism and ethnicity. Br. J. Haematol. 2009, 146, 369–383. [Google Scholar] [CrossRef] [PubMed]
- White, R.H.; Keenan, C.R. Effects of race and ethnicity on the incidence of venous thromboembolism. Thromb. Res. 2009, 123 (Suppl. 4), S11–S17. [Google Scholar] [CrossRef]
- Anonymous. Thrombosis: A major contributor to the global disease burden. J. Thromb. Haemost. 2014, 12, 1580–1590. [Google Scholar] [CrossRef]
- Klatsky, A.L.; Armstrong, M.A.; Poggi, J. Risk of pulmonary embolism and/or deep venous thrombosis in Asian-Americans. Am. J. Cardiol. 2000, 85, 1334–1337. [Google Scholar] [CrossRef]
- Lee, L.H.; Nagarajan, C.; Tan, C.W.; Ng, H.J. Epidemiology of Cancer-Associated Thrombosis in Asia: A Systematic Review. Front. Cardiovasc. Med. 2021, 8, 669288. [Google Scholar] [CrossRef]
- Tang, L.; Wu, Y.Y.; Lip, G.Y.; Yin, P.; Hu, Y. Heart failure and risk of venous thromboembolism: A systematic review and meta-analysis. Lancet Haematol. 2016, 3, e30–e44. [Google Scholar] [CrossRef]
- Chen, C.Y.; Liao, K.M. The Incidence of Deep Vein Thrombosis in Asian Patients With Chronic Obstructive Pulmonary Disease. Medicine 2015, 94, e1741. [Google Scholar] [CrossRef] [PubMed]
- Chen, Y.G.; Lin, T.Y.; Huang, W.Y.; Lin, C.L.; Dai, M.S.; Kao, C.H. Association between pneumococcal pneumonia and venous thromboembolism in hospitalized patients: A nationwide population-based study. Respirology 2015, 20, 799–804. [Google Scholar] [CrossRef] [PubMed]
- Levine, M.N.; Raskob, G.; Landefeld, S.; Kearon, C. Hemorrhagic complications of anticoagulant treatment. Chest 1998, 114, 511s–523s. [Google Scholar] [CrossRef] [PubMed] [Green Version]
Variables | HHS | Non-HHS | SMD | ||
---|---|---|---|---|---|
(n = 46,000) | (n = 4,677,607) | ||||
n | % | n | % | ||
Age, mean ± SD | 70.6 ± 13.7 | 68.7 ± 12.9 | 0.1481 | ||
Sex | |||||
Male | 23,356 | 50.8 | 2,509,758 | 53.7 | 0.0577 |
Female | 22,644 | 49.2 | 2,167,849 | 46.4 | 0.0577 |
Income level (NTD) | |||||
Dependent | 14,553 | 31.6 | 1,370,942 | 29.3 | 0.0506 |
15,840–24,999 | 21,802 | 47.4 | 2,116,458 | 45.3 | 0.0431 |
25,000–44,999 | 6160 | 13.4 | 773,223 | 16.5 | 0.0881 |
≥ 45,000 | 3485 | 7.6 | 416,984 | 8.9 | 0.0484 |
Major admission diagnosis | |||||
Pneumonia | 7525 | 16.4 | 507,713 | 10.9 | 0.1612 |
Urinary tract infection | 2893 | 6.3 | 198,460 | 4.2 | 0.0919 |
Sepsis | 9835 | 21.4 | 387,022 | 8.3 | 0.3754 |
Heart disease | 10,548 | 22.9 | 1,301,622 | 27.8 | 0.1128 |
Stroke | 3349 | 7.3 | 443,937 | 9.5 | 0.0798 |
Malignancy | 2485 | 5.4 | 1,019,051 | 21.8 | 0.4925 |
Respiratory tract disease | 9365 | 20.4 | 819,802 | 17.5 | 0.0723 |
Charlson Comorbidity Index, mean ± SD | 3.1 ± 2.4 | 3.8 ± 2.8 | 0.2603 | ||
Comorbidities | |||||
Hypertension | 29,633 | 64.4 | 3,231,659 | 69.1 | 0.0993 |
Atrial fibrillation | 2128 | 4.6 | 246,327 | 5.3 | 0.0295 |
Stroke | 14,113 | 30.7 | 1,117,407 | 23.9 | 0.1529 |
Heart failure | 5917 | 12.9 | 688,511 | 14.7 | 0.0540 |
Coronary artery disease | 10,264 | 22.3 | 1,377,629 | 29.5 | 0.1636 |
COPD | 7907 | 17.2 | 886,982 | 19.0 | 0.0460 |
Chronic renal failure | 5810 | 12.6 | 677,667 | 14.5 | 0.0543 |
Cirrhosis | 1942 | 4.2 | 267,805 | 5.7 | 0.0695 |
Hyperlipidemia | 10,953 | 23.8 | 1,426,584 | 30.5 | 0.1508 |
Fracture of lower limbs | 1927 | 4.2 | 151,134 | 3.2 | 0.0508 |
Gout | 3173 | 6.9 | 381,512 | 8.2 | 0.0478 |
Malignancy | 4877 | 10.6 | 1,104,759 | 23.6 | 0.3510 |
Thyroid dysfunction | 675 | 1.5 | 79,384 | 1.7 | 0.0184 |
Baseline medication use | |||||
Statins | 10,799 | 23.5 | 1,408,819 | 30.1 | 0.1503 |
Antiplatelet | 20,027 | 43.5 | 2,202,503 | 47.1 | 0.0714 |
HHS | Non-HHS | |
---|---|---|
Admission numbers | 46,000 | 4,677,607 |
VTE events | 408 | 39,345 |
Event rate (‰) | 8.87 | 8.41 |
Univariate model | ||
Crude OR (95% CI) | 1.06 (0.97–1.17) | 1 (ref.) |
p value | 0.196 | |
Multivariable model * | ||
Adjusted OR (95% CI) | 1.06 (0.97–1.17) | 1 (ref.) |
p value | 0.190 |
Univariate Model | Multivariable Model * | ||||
---|---|---|---|---|---|
Crude OR (95% CI) | p Value | Adjusted OR (95% CI) | p Value | p for Interaction | |
Age < 65 years | 0.540 | ||||
HHSNon-HHS | 1.02 (0.84–1.24) | 0.832 | 1.04 (0.86–1.26) | 0.676 | |
1.00 (ref) | 1.00 (ref) | ||||
Age ≥ 65 years | |||||
HHS | 1.08 (0.98–1.20) | 0.138 | 1.11 (1.00–1.23) | 0.058 | |
Non-HHS | 1.00 (ref) | 1.00 (ref) | |||
Male | 0.670 | ||||
HHS | 1.03 (0.90–1.19) | 0.659 | 1.05 (0.91–1.21) | 0.484 | |
Non-HHS | 1.00 (ref) | 1.00 (ref) | |||
Female | |||||
HHS | 1.08 (0.96–1.22) | 0.219 | 1.10 (0.98–1.25) | 0.116 | |
Non-HHS | 1.00 (ref) | 1.00 (ref) |
Event Rate (‰) | Univariate Model | Multivariable Model * | ||||
---|---|---|---|---|---|---|
Crude OR (95% CI) | p Value | Adjusted OR (95% CI) | p Value | |||
DVT | ||||||
HHS | 6.00 | 1.09 (0.97–1.23) | 0.137 | 1.16 (1.03–1.31) | 0.012 | |
Non-HHS | 5.56 | 1.00 (ref.) | 1.00 (ref.) | |||
PE | ||||||
HHS | 3.35 | 1.07 (0.93–1.23) | 0.353 | 0.97 (0.83–1.12) | 0.641 | |
Non-HHS | 3.09 | 1.00 (ref.) | 1.00 (ref.) |
Main Diagnosis | Group | Univariate Model | Multivariable Model * | ||
---|---|---|---|---|---|
Crude OR (95% CI) | p Value | Adjusted OR (95% CI) | p Value | ||
Pneumonia | HHS | 1.13 (0.89–1.44) | 0.305 | 1.17 (0.91–1.49) | 0.220 |
Non-HHS | 1.00 (ref.) | 1.00 (ref.) | |||
Urinary tract infection | HHS | 1.77 (1.19–2.63) | 0.005 | 1.70 (1.15–2.51) | 0.008 |
Non-HHS | 1.00 (ref.) | 1.00 (ref.) | |||
Sepsis | HHS | 1.07 (0.89–1.30) | 0.465 | 1.09 (0.89–1.33) | 0.396 |
Non-HHS | 1.00 (ref.) | 1.00 (ref.) | |||
Heart disease | HHS | 0.95 (0.76–1.18) | 0.625 | 0.91 (0.74–1.13) | 0.415 |
Non-HHS | 1.00 (ref.) | 1.00 (ref.) | |||
Stroke | HHS | 1.49 (0.99–2.24) | 0.058 | 1.43 (0.95–2.16) | 0.086 |
Non-HHS | 1.00 (ref.) | 1.00 (ref.) | |||
Malignancy | HHS | 1.22 (0.92–1.62) | 0.175 | 1.19 (0.89–1.58) | 0.237 |
Non-HHS | 1.00 (ref.) | 1.00 (ref.) | |||
Respiratory tract disease | HHS | 0.87 (0.70–1.09) | 0.236 | 0.88 (0.70–1.10) | 0.264 |
Non-HHS | 1.00 (ref.) | 1.00 (ref.) |
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Wei, W.-T.; Lin, S.-M.; Hsu, J.-Y.; Wu, Y.-Y.; Loh, C.-H.; Huang, H.-K.; Liu, P.P.-S. Association between Hyperosmolar Hyperglycemic State and Venous Thromboembolism in Diabetes Patients: A Nationwide Analysis in Taiwan. J. Pers. Med. 2022, 12, 302. https://doi.org/10.3390/jpm12020302
Wei W-T, Lin S-M, Hsu J-Y, Wu Y-Y, Loh C-H, Huang H-K, Liu PP-S. Association between Hyperosmolar Hyperglycemic State and Venous Thromboembolism in Diabetes Patients: A Nationwide Analysis in Taiwan. Journal of Personalized Medicine. 2022; 12(2):302. https://doi.org/10.3390/jpm12020302
Chicago/Turabian StyleWei, Wei-Ting, Shu-Man Lin, Jin-Yi Hsu, Ying-Ying Wu, Ching-Hui Loh, Huei-Kai Huang, and Peter Pin-Sung Liu. 2022. "Association between Hyperosmolar Hyperglycemic State and Venous Thromboembolism in Diabetes Patients: A Nationwide Analysis in Taiwan" Journal of Personalized Medicine 12, no. 2: 302. https://doi.org/10.3390/jpm12020302
APA StyleWei, W. -T., Lin, S. -M., Hsu, J. -Y., Wu, Y. -Y., Loh, C. -H., Huang, H. -K., & Liu, P. P. -S. (2022). Association between Hyperosmolar Hyperglycemic State and Venous Thromboembolism in Diabetes Patients: A Nationwide Analysis in Taiwan. Journal of Personalized Medicine, 12(2), 302. https://doi.org/10.3390/jpm12020302