1
|
Oh AR, Lee DY, Lee S, Lee JH, Yang K, Choi B, Park J. Association between Preoperative Glucose Dysregulation and Delirium after Non-Cardiac Surgery. J Clin Med 2024; 13:932. [PMID: 38398245 PMCID: PMC10889204 DOI: 10.3390/jcm13040932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 01/25/2024] [Accepted: 01/31/2024] [Indexed: 02/25/2024] Open
Abstract
This study aimed to investigate the association between glucose dysregulation and delirium after non-cardiac surgery. Among a total of 203,787 patients who underwent non-cardiac surgery between January 2011 and June 2019 at our institution, we selected 61,805 with available preoperative blood glucose levels within 24 h before surgery. Patients experiencing glucose dysregulation were divided into three groups: hyperglycemia, hypoglycemia, and both. We compared the incidence of postoperative delirium within 30 days after surgery between exposed and unexposed patients according to the type of glucose dysregulation. The overall incidence of hyperglycemia, hypoglycemia, and both was 5851 (9.5%), 1452 (2.3%), and 145 (0.2%), respectively. The rate of delirium per 100 person-months of the exposed group was higher than that of the unexposed group in all types of glucose dysregulation. After adjustment, the hazard ratios of glucose dysregulation in the development of delirium were 1.35 (95% CI, 1.18-1.56) in hyperglycemia, 1.36 (95% CI, 1.06-1.75) in hypoglycemia, and 3.14 (95% CI, 1.27-7.77) in both. The subgroup analysis showed that exposure to hypoglycemia or both to hypo- and hyperglycemia was not associated with delirium in diabetic patients, but hyperglycemia was consistently associated with postoperative delirium regardless of the presence of diabetes. Preoperative glucose dysregulation was associated with increased risk of delirium after non-cardiac surgery. Our findings may be helpful for preventing postoperative delirium, and further investigations are required to verify the association and mechanisms for the effect we observed.
Collapse
Affiliation(s)
- Ah Ran Oh
- Department of Anesthesiology and Pain Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
- Department of Anesthesiology and Pain Medicine, Kangwon National University Hospital, Chuncheon 24289, Republic of Korea
| | - Dong Yun Lee
- Department of Biomedical Informatics, Ajou University Graduate School of Medicine, Suwon 16499, Republic of Korea
| | - Seunghwa Lee
- Rehabilitation & Prevention Center, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
- Department of Biomedical Engineering, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
| | - Jong-Hwan Lee
- Department of Anesthesiology and Pain Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Kwangmo Yang
- Department of Biomedical Informatics, Ajou University Graduate School of Medicine, Suwon 16499, Republic of Korea
- Center for Health Promotion, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Byungjin Choi
- Department of Biomedical Informatics, Ajou University Graduate School of Medicine, Suwon 16499, Republic of Korea
| | - Jungchan Park
- Department of Anesthesiology and Pain Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
- Department of Biomedical Informatics, Ajou University Graduate School of Medicine, Suwon 16499, Republic of Korea
| |
Collapse
|
2
|
Stenerson M, Cameron F, Payne SR, Payne SL, Ly TT, Wilson DM, Buckingham BA. The impact of accelerometer use in exercise-associated hypoglycemia prevention in type 1 diabetes. J Diabetes Sci Technol 2015; 9:80-5. [PMID: 25231116 PMCID: PMC4495548 DOI: 10.1177/1932296814551045] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Exercise-associated hypoglycemia is a common adverse event in people with type 1 diabetes. Previous in silico testing by our group demonstrated superior exercise-associated hypoglycemia mitigation when a predictive low glucose suspend (PLGS) algorithm was augmented to incorporate activity data. The current study investigates the effectiveness of an accelerometer-augmented PLGS algorithm in an outpatient exercise protocol. Subjects with type 1 diabetes on insulin pump therapy participated in two structured soccer sessions, one utilizing the algorithm and the other using the subject's regular basal insulin rate. Each subject wore their own insulin pump and a Dexcom G4™ Platinum continuous glucose monitor (CGM); subjects on-algorithm also wore a Zephyr BioHarness™ 3 accelerometer. The algorithm utilized a Kalman filter with a 30-minute prediction horizon. Activity and CGM readings were manually entered into a spreadsheet and at five-minute intervals, the algorithm indicated whether the basal insulin infusion should be on or suspended; any changes were then implemented by study staff. The rate of hypoglycemia during and after exercise (until the following morning) was compared between groups. Eighteen subjects (mean age 13.4 ± 3.7 years) participated in two separate sessions 7-22 days apart. The difference in meter blood glucose levels between groups at each rest period did not achieve statistical significance at any time point. Hypoglycemia during the session was recorded in three on-algorithm subjects, compared to six off-algorithm subjects. In the postexercise monitoring period, hypoglycemia occurred in two subjects who were on-algorithm during the session and four subjects who were off-algorithm. The accelerometer-augmented algorithm failed to prevent exercise-associated hypoglycemia compared to subjects on their usual basal rates. A larger sample size may have achieved statistical significance. Further research involving an automated system, a larger sample size, and an algorithm design that favors longer periods of pump suspension is necessary.
Collapse
Affiliation(s)
- Matthew Stenerson
- Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
| | - Fraser Cameron
- Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA
| | - Shelby R Payne
- Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
| | - Sydney L Payne
- Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
| | - Trang T Ly
- Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
| | - Darrell M Wilson
- Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
| | - Bruce A Buckingham
- Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
| |
Collapse
|
3
|
Exercise-induced hypoglycemic hemiplegia in a child with type 1 diabetes: a rare find with multiple potential causative mechanisms. Case Rep Med 2011; 2011:529097. [PMID: 22162700 PMCID: PMC3227238 DOI: 10.1155/2011/529097] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2011] [Accepted: 10/05/2011] [Indexed: 11/18/2022] Open
Abstract
A 10-year-old boy known to have type 1 diabetes presented to the emergency department with history of sudden onset of right-sided hemiplegia after exercise. He did not respond to oral glucose administration, but had an almost immediate resolution of symptoms with intravenous bolus of dextrose. Hemiplegic hypoglycemia is a rare complication in diabetic children, mostly affects the right side of the body, and is rarely recurrent. Children have normal brain imaging and angiography testing, and electroencephalogram may show slow-wave activity. The recovery takes place within 24 hours, and the prognosis is excellent with no focal neurological deficits noted. Our patient responded within minutes to intravenous dextrose, which is unusual and has not been reported previously. The mechanisms leading to development of hypoglycemic hemiplegia are unclear, but may involve effects of hypoglycemia on intracellular signaling pathways or molecules on motor neurons, as recent studies have shown normal brain cell glucose uptake and metabolism in hypoglycemia. While hypoglycemic hemiplegia is rare, it is a frightening experience to caregivers, and efforts should concentrate on its prevention by preventing hypoglycemia.
Collapse
|
4
|
Abstract
The benefits derived from regular physical activity include improved cardiovascular fitness, increased lean mass, improved blood lipid profile, enhanced psychosocial well-being, and decreased body adiposity. The benefits for children with diabetes may also include blood glucose control and enhanced insulin sensitivity. However, for these children, engagement in vigorous physical activity and sport must be properly controlled through modifications in insulin therapy and nutritional intake so that the benefits of exercise outweigh the risks. The following review describes the various physiological and metabolic factors which occur both during exercise and during sport while describing specific recommendations to control glucose excursions by proper insulin management and diet.
Collapse
Affiliation(s)
- M C Riddell
- Kinesiology and Health Science, York University, Bethune College, toronto, Canada.
| | | |
Collapse
|
5
|
Abstract
A 12-year-old diabetic female with right-side hemiparesis and aphasia occurring after a hypoglycemic episode is reported. Her clinical course improved over a 24-hour period, and further investigation revealed only electroencephalographic slowing, which was more prominent on the left. Ten months later, she had a recurrence of the same symptoms, which also resolved rapidly. This potential complication of hypoglycemia is often mistaken for a cerebrovascular accident.
Collapse
Affiliation(s)
- E H Kossoff
- Department of Pediatric Neurology, Johns Hopkins Hospital-Pathology 509, 600 North Wolfe Street, Baltimore, MD 21287, USA
| | | | | |
Collapse
|