Association Between Diabetes Mellitus and Intraoperative Awareness During General Anesthesia: A Retrospective Cohort Study
DOI:
https://doi.org/10.5195/ijms.2026.3783Keywords:
intraoperative awareness, general anesthesia, pharmacokinetics, surgery, diabetes mellitusAbstract
Background: Despite advancements in anesthetic techniques, specific patient populations remain vulnerable to intraoperative awareness. Diabetes mellitus (DM), increasingly prevalent and often accompanied by significant comorbidities, may complicate anesthetic management and mask signs of inadequate anesthetic depth. This study investigates whether DM is independently associated with an increased risk of unintended intraoperative awareness.
Methods: A retrospective cohort analysis was conducted using the TriNetX research platform, a federated health database. Two cohorts were identified: patients with DM and a control group without DM undergoing surgery under general anesthesia (GA). Propensity-score matching (1:1) was used for demographics, comorbidity categories, procedure categories, and medication classes, with patients having cognitive impairment, chronic obstructive pulmonary disease, substance use disorder, cardiovascular disease or non-GA anesthetic technique excluded. The incidence of intraoperative awareness was compared between groups.
Results: After matching, 189,787 patients were included in each cohort (total n=379,574). The incidence of intraoperative awareness was significantly higher in the DM group (0.027%, n=52) compared to the non-DM group (0.017%, n=32). DM was associated with a statistically significant increased risk (absolute risk difference: 0.011%, 95% CI: 0.001–0.02%, p=0.0291). This corresponds to a 62.5% higher relative risk of documented intraoperative awareness (RR=1.625, 95% CI: 1.046–2.524; OR=1.625, 95% CI: 1.046–2.524).
Conclusion: DM was associated with a modestly higher relative risk, but a very small absolute difference, in documented intraoperative awareness. Given the observational design and residual imbalance in diabetes-related comorbidity, causality cannot be inferred. These findings support continued anesthetic vigilance in diabetic patients.
References
Jan 15;178(2):185–8.
2. Bischoff P, Rundshagen I. Awareness under general anesthesia. Dtsch Arztebl Int. 2011 Jan;108(1-2):1–7.
3. Pandit JJ, Cook TM, Jonker WR, O'Sullivan E. A national survey of anaesthetists (NAP5 Baseline) to estimate an annual incidence of accidental awareness during general anaesthesia in the UK. Anaesthesia. 2013 Apr;68(4):343–53.
4. Andrade J, Deeprose C, Barker I. Awareness and memory function during paediatric anaesthesia. Br J Anaesth. 2008 Mar;100(3):389–96.
5. Jöhr M. [Awareness: a problem in paediatric anaesthesia?] Anaesthesist. 2006 Oct;55(10):1041–9. German.
6. Houser CR, Esclapez M. Downregulation of the alpha5 subunit of the GABAA receptor in the pilocarpine model of temporal lobe epilepsy. Hippocampus. 2003;13(5):633–45.
7. Kim MC, Fricchione GL, Akeju O. Accidental awareness under general anaesthesia: incidence, risk factors, and psychological management. BJA Educ. 2021 Apr;21(4):154–61.
8. Liang J, Cagetti E, Olsen RW, Spigelman I. Altered pharmacology of synaptic and extrasynaptic GABAA receptors on CA1 hippocampal neurons is consistent with subunit changes in a model of alcohol withdrawal and dependence. J Pharmacol Exp Ther. 2004 Sep;310(3):1234–45.
9. Sandin RH, Enlund G, Samuelsson P, Lennmarken C. Awareness during anaesthesia: a prospective case study. Lancet. 2000 Feb 26;355(9205):707–11.
10. Errando CL, Sigl JC, Robles M, Calabuig E, García J, Arocas F, et al. Awareness with recall during general anaesthesia: a prospective observational evaluation of 4001 patients. Br J Anaesth. 2008 Aug;101(2):178–85.
11. Cornelius BW. Patients with type 2 diabetes: anesthetic management in the ambulatory setting. Part 1: pathophysiology and associated disease states. Anesth Prog. 2016;63(4):208–15.
12. Sheehy AM, Gabbay RA. An overview of preoperative glucose evaluation, management, and perioperative impact. J Diabetes Sci Technol. 2009 Nov;3(6):1261–9.
13. Domino KB, Posner KL, Caplan RA, Cheney FW. Awareness during anesthesia: a closed claims analysis. Anesthesiology. 1999 Apr;90(4):1053–61.
14. Nunes RAB, Neves PDMM, da Costa LMA, Bachour P, Cantarelli MJC, Oliveira GBF, et al. Five-year cardiovascular outcomes in patients with chronic myeloid leukemia treated with tyrosine kinase inhibitors. Front Cardiovasc Med. 2023 Feb;10:888366.
15. Austin PC. Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples. Stat Med. 2009 Sep 20;28(25):3083–107.
16. Zhang Z, Kim HJ, Lonjon G, Zhu Y; written on behalf of AME Big-Data Clinical Trial Collaborative Group. Balance diagnostics after propensity score matching. Ann Transl Med. 2019 Jan;7(1):16.
17. Gonzalez-Estrada A, Carrillo-Martin I, Renew JR, Rank MA, Campbell RL, Volcheck GW. Incidence of and risk factors for perioperative or periprocedural anaphylaxis in the United States from 2005 to 2014. Ann Allergy Asthma Immunol. 2021 Feb;126(2):180-6.e3.
18. Jayaraj AK, Siddiqui N, Abdelghany SMO, Balki M. Management of difficult and failed intubation in the general surgical population: a historical cohort study in a tertiary care centre. Can J Anaesth. 2022 Apr;69(4):427-437.
19. Vinik AI, Erbas T, Casellini CM. Diabetic cardiac autonomic neuropathy, inflammation and cardiovascular disease. J Diabetes Investig. 2013 Jan;4(1):4–18.
20. Vithian K, Hurel S. Microvascular complications: pathophysiology and management. Clin Med (Lond). 2010 Oct;10(5):505–9.
21. Punjasawadwong Y, Phongchiewboon A, Boonjeungmonkol N. Bispectral index (BIS) monitor for improving anaesthetic delivery and postoperative recovery. Cochrane 2014 Jun;(6):CD003843..
22. Lewis SR, Pritchard MW, Fawcett LJ, Punjasawadwong Y. Bispectral index for improving intraoperative awareness and early postoperative recovery in adults. Cochrane Database Syst Rev. 2019 Sep;(9):CD003843.
23. Gunnarsson L, Tokics L, Lundquist H, Brismar B, Strandberg A, Berg B, Hedenstierna G. Chronic obstructive pulmonary disease and anaesthesia: formation of atelectasis and gas exchange impairment. Eur Respir J. 1991 Oct;4(9):1106-1116.
24. Licker M, Schweizer A, Ellenberger C, Tschopp JM, Diaper J, Clergue F. Perioperative medical management of patients with COPD. Int J Chron Obstruct Pulmon Dis. 2007;2(4):493-515.
25. McLean AJ, Morgan DJ. Clinical pharmacokinetics in patients with liver disease. Clin Pharmacokinet. 1991 Jul;21(1):42-69.
26. Kuo CL, Duan Y, Grady J. Unconditional or conditional logistic regression model for age-matched case-control data? Front Public Health. 2018 Mar 2; 6:57.
Downloads
Published
How to Cite
License
Copyright (c) 2026 Zhenghao Wang, Ngoc Bich Nguyen, Eduardo Espiridion

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- The Author retains copyright in the Work, where the term “Work” shall include all digital objects that may result in subsequent electronic publication or distribution.
- Upon acceptance of the Work, the author shall grant to the Publisher the right of first publication of the Work.
- The Author shall grant to the Publisher and its agents the nonexclusive perpetual right and license to publish, archive, and make accessible the Work in whole or in part in all forms of media now or hereafter known under a Creative Commons Attribution 4.0 International License or its equivalent, which, for the avoidance of doubt, allows others to copy, distribute, and transmit the Work under the following conditions:
- Attribution—other users must attribute the Work in the manner specified by the author as indicated on the journal Web site; with the understanding that the above condition can be waived with permission from the Author and that where the Work or any of its elements is in the public domain under applicable law, that status is in no way affected by the license.
- The Author is able to enter into separate, additional contractual arrangements for the nonexclusive distribution of the journal's published version of the Work (e.g., post it to an institutional repository or publish it in a book), as long as there is provided in the document an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post online a prepublication manuscript (but not the Publisher’s final formatted PDF version of the Work) in institutional repositories or on their Websites prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work. Any such posting made before acceptance and publication of the Work shall be updated upon publication to include a reference to the Publisher-assigned DOI (Digital Object Identifier) and a link to the online abstract for the final published Work in the Journal.
- Upon Publisher’s request, the Author agrees to furnish promptly to Publisher, at the Author’s own expense, written evidence of the permissions, licenses, and consents for use of third-party material included within the Work, except as determined by Publisher to be covered by the principles of Fair Use.
- The Author represents and warrants that:
- the Work is the Author’s original work;
- the Author has not transferred, and will not transfer, exclusive rights in the Work to any third party;
- the Work is not pending review or under consideration by another publisher;
- the Work has not previously been published;
- the Work contains no misrepresentation or infringement of the Work or property of other authors or third parties; and
- the Work contains no libel, invasion of privacy, or other unlawful matter.
- The Author agrees to indemnify and hold Publisher harmless from the Author’s breach of the representations and warranties contained in Paragraph 6 above, as well as any claim or proceeding relating to Publisher’s use and publication of any content contained in the Work, including third-party content.
Enforcement of copyright
The IJMS takes the protection of copyright very seriously.
If the IJMS discovers that you have used its copyright materials in contravention of the license above, the IJMS may bring legal proceedings against you seeking reparation and an injunction to stop you using those materials. You could also be ordered to pay legal costs.
If you become aware of any use of the IJMS' copyright materials that contravenes or may contravene the license above, please report this by email to contact@ijms.org
Infringing material
If you become aware of any material on the website that you believe infringes your or any other person's copyright, please report this by email to contact@ijms.org


