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Taylor JS, Fellman BM, Raty S, Lasala J, Iniesta MD, Cain KE, Horner AA, Bruno M, Folloder JP, Knippel SL, Khanh V, Popovich S, Katz MHG, Best C, Thosani S. Detection and Management of Perioperative Hyperglycemia at a Tertiary Cancer Center. Ann Surg Oncol 2024; 31:3017-3023. [PMID: 38347330 DOI: 10.1245/s10434-024-14986-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 01/15/2024] [Indexed: 04/10/2024]
Abstract
INTRODUCTION To improve the detection and management of perioperative hyperglycemia at our tertiary cancer center, we implemented a glycemic control quality improvement initiative. The primary goal was to decrease the percentage of diabetic patients with median postoperative glucose levels > 180 mg/dL during hospitalization by 15% within 2 years. METHODS A multidisciplinary team standardized preoperative screening, preoperative, intraoperative, and postoperative hyperglycemia management. We included all patients undergoing nonemergent inpatient and outpatient operations. We used a t test, rank sum, chi-square, or Fisher's exact test to assess differences in outcomes between patients at baseline (BL) (10/2018-4/2019), during the first phase (P1) (10/2019-4/2020), second phase (P2) (5/2020-12/2020), and maintenance phase (M) (1/2021-10/2022). RESULTS The analysis included 9891 BL surgical patients (1470 with diabetes), 8815 P1 patients (1233 with diabetes), 10,401 P2 patients (1531 with diabetes) and 30,410 M patients (4265 with diabetes). The percentage of diabetic patients with median glucose levels >180 mg/dL during hospitalization decreased 32% during the initiative (BL, 20.1%; P1, 16.9%; P2, 12.1%; M, 13.7% [P < .001]). We also saw reductions in the percentages of diabetic patients with median glucose levels >180 mg/dL intraoperatively (BL, 34.0%; P1, 26.6%; P2, 23.9%; M, 20.3% [P < .001]) and in the postanesthesia care unit (BL, 36.0%; P1, 30.4%; P2, 28.5%; M, 25.8% [P < .001]). The percentage of patients screened for diabetes by hemoglobin A1C increased during the initiative (BL, 17.5%; P1, 52.5%; P2, 66.8%; M 74.5% [P < .001]). CONCLUSIONS Our successful initiative can be replicated in other hospitals to standardize and improve glycemic control among diabetic surgical patients.
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Affiliation(s)
- Jolyn S Taylor
- Department of Gynecologic Oncology and Reproductive Medicine, M. D. Anderson Cancer Center, Houston, USA.
| | - Bryan M Fellman
- Department of Biostatistics, M. D. Anderson Cancer Center, Houston, USA
| | - Sally Raty
- Department of Anesthesiology, M. D. Anderson Cancer Center, Houston, USA
| | - Javier Lasala
- Department of Anesthesiology, M. D. Anderson Cancer Center, Houston, USA
| | - Maria D Iniesta
- Department of Gynecologic Oncology and Reproductive Medicine, M. D. Anderson Cancer Center, Houston, USA
| | - Katherine E Cain
- Department of Pharmacy Clinical Programs, M. D. Anderson Cancer Center, Houston, USA
| | - Allison A Horner
- Department of Breast Surgical Oncology, M. D. Anderson Cancer Center, Houston, USA
| | - Morgan Bruno
- Department of Surgical Oncology, M. D. Anderson Cancer Center, Houston, USA
| | - Justin P Folloder
- Department of Surgical Oncology, M. D. Anderson Cancer Center, Houston, USA
| | - Susan L Knippel
- Department of Thoracic and Cardiovascular Surgery, M. D. Anderson Cancer Center, Houston, USA
| | - Vu Khanh
- Department of Internal Medicine, M. D. Anderson Cancer Center, Houston, USA
| | - Shannon Popovich
- Department of Perioperative Medicine, M. D. Anderson Cancer Center, Houston, USA
| | - Matthew H G Katz
- Department of Surgical Oncology, M. D. Anderson Cancer Center, Houston, USA
| | - Conor Best
- Department of Endocrinology, M. D. Anderson Cancer Center, Houston, USA
| | - Sonali Thosani
- Department of Endocrinology, M. D. Anderson Cancer Center, Houston, USA
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Tarabichi S, Parvizi J. Preventing the Impact of Hyperglycemia and Diabetes on Patients Undergoing Total Joint Arthroplasty. Orthop Clin North Am 2023; 54:247-250. [PMID: 37271552 DOI: 10.1016/j.ocl.2023.02.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Primary and revision total joint arthroplasty (TJA) procedures have become increasingly popular worldwide. At the same time, a growing number of patients undergoing TJA are either known diabetics or exhibit evidence of hyperglycemia preoperatively. Based on extensive data, it is well-established that poor glycemic control in TJA patients is an independent risk factor for several complications, including periprosthetic joint infection and death. This article will serve as an overview of currently available evidence on how to prevent the impact of hyperglycemia and diabetes mellitus on patients undergoing TJA.
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Affiliation(s)
- Saad Tarabichi
- Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Javad Parvizi
- Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, Philadelphia, PA, USA.
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3
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[Malnutrition management of hospitalized patients with diabetes/hyperglycemia and sarcopenia]. NUTR HOSP 2022; 39:15-22. [PMID: 36546336 DOI: 10.20960/nh.04507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Introduction Sarcopenia is a multidimensional condition that negatively affects muscle mass, muscle strength, and physical performance. The prevalence of sarcopenia in people with diabetes is much higher than that of the general population, especially in individuals with poor nutritional status. Both sarcopenia and malnutrition are conditions amenable to intervention to improve clinical prognosis. This article describes the results of the expert consensus and the responses of the panelists on the nutritional management in routine clinical practice of patients with diabetes/hyperglycemia hospitalized (non-critically ill) with sarcopenia.
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Lamanna DL, McDonnell ME, Chen AF, Gallagher JM. Perioperative Identification and Management of Hyperglycemia in Orthopaedic Surgery. J Bone Joint Surg Am 2022; 104:2117-2126. [PMID: 36005390 DOI: 10.2106/jbjs.22.00149] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
➤ The consequences of undermanaged perioperative hyperglycemia are notable and can have a serious impact on adverse postoperative outcomes, especially surgical site infections and periprosthetic joint infections (PJIs). ➤ Preoperative screening of hemoglobin A1c with a goal threshold of <7.45% is ideal. ➤ There are a variety of risk factors that contribute to hyperglycemia that should be considered in the perioperative period, including glucocorticoid use, nutritional factors, patient-specific factors, anesthesia, and surgery. ➤ There are expected trends in the rise, peak, and fall of postoperative blood glucose levels, and identifying and treating hyperglycemia as swiftly as possible are the fundamental aims of treatment and improved glucose control. Performing frequent postoperative blood glucose monitoring (in the post-anesthesia care unit, on the day of surgery at 1700 and 2100 hours, and in the morning of postoperative day 1) should be considered to allow for the early detection of alterations in glucose metabolism. In addition, instituting a postoperative dietary restriction of carbohydrates should be considered. ➤ The use of insulin as a hypoglycemic agent in orthopaedic patients is relatively safe and is an effective means of controlling fluctuating blood glucose levels. Insulin therapy should be administered to treat hyperglycemia at ≥140 mg/dL when fasting and ≥180 mg/dL postprandially. Insulin therapy should be ceased at blood glucose levels of <110 mg/dL; however, monitoring for glycemic dysregulation should be continued. In all cases of complex diabetes, consultation with diabetes specialty services should be considered. ➤ The emerging use of technology, including continuous subcutaneous insulin pump therapy and continuous glucose monitoring, is an exciting area of further research and development as such technology can more immediately detect and correct aberrations in blood glucose levels.
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Affiliation(s)
- Daniel L Lamanna
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Boston, Massachusetts
| | - Marie E McDonnell
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Boston, Massachusetts
| | - Antonia F Chen
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Boston, Massachusetts
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Goh GS, Shohat N, Abdelaal MS, Small I, Thomas T, Ciesielka KA, Parvizi J. Serum Glucose Variability Increases the Risk of Complications Following Aseptic Revision Hip and Knee Arthroplasty. J Bone Joint Surg Am 2022; 104:1614-1620. [PMID: 35869901 DOI: 10.2106/jbjs.21.00878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Increased serum glucose variability has been proposed as a risk factor for perioperative morbidity and mortality. Given the greater surgical complexity and complication risk of revision total joint arthroplasty (TJA), previous findings may not be generalizable to the revision population. The purpose of this study was to investigate the association between glucose variability and postoperative complications following aseptic revision TJA. METHODS We identified 1,983 patients who underwent an aseptic revision TJA (636 total knee arthroplasties [TKAs] and 1,347 total hip arthroplasties [THAs]) from 2001 to 2019. Patients with ≥2 postoperative glucose values per day or ≥3 values during hospitalization were included in this study. Glucose variability was assessed using the coefficient of variation (COV). Outcomes included length of hospital stay, 90-day complications, mortality, and periprosthetic joint infection (PJI) as defined by the 2018 International Consensus Meeting criteria. Multivariate regression was used to determine the association between glucose variability and each end point, using COV as continuous and categorical variables (that is, COV tertiles). RESULTS Patients with high glycemic variability were at 1.7 times greater risk for 90-day complications (odds ratio [OR], 1.664 [95% confidence interval (CI), 1.266 to 2.188]; p < 0.001) and 2 times greater risk for PJI at a minimum 1-year follow-up (OR, 1.984 [95% CI, 1.270 to 3.100]; p = 0.003). The risk of 90-day complications increased by 2.2% (OR, 1.022 [95% CI, 1.012 to 1.032]; p < 0.001) and the risk of PJI increased by 1.8% (OR, 1.018 [95% CI, 1.003 to 1.034]; p = 0.013) for every percentage-point increase in COV. Patients with higher glucose variability also had a longer length of stay (beta, 1.028 days [95% CI, 0.590 to 1.466 days]; p < 0.001). These associations were independent of age, sex, body mass index, Charlson Comorbidity Index, involved joint, operative time, history of diabetes, and mean glucose levels. CONCLUSIONS Higher glucose variability was associated with an increased risk of medical complications and PJI following aseptic revision TJA. Patients undergoing these complex procedures should have glucose levels monitored closely in the perioperative period. Future studies should evaluate the utility of continuous glucose monitoring in this high-risk population. LEVEL OF EVIDENCE Prognostic Level III . See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Graham S Goh
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
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Ashkenazi I, Morgan S, Graif N, Shaked O, Shohat N, Khoury A, Snir N, Warschawski Y. Increased postoperative glycemic variability is associated with increased mortality in diabetic patients undergoing hip arthroplasty for hip fracture. Arch Orthop Trauma Surg 2022; 143:2773-2779. [PMID: 35900587 DOI: 10.1007/s00402-022-04558-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 07/17/2022] [Indexed: 11/02/2022]
Abstract
BACKGROUND Increased glycemic variability (GV) during hospitalization has been associated with increased rates of surgical site and periprosthetic joint infections (PJI) following elective total joint arthroplasty. Uncertainty exists surrounding GV as a predictor for complications in urgent arthroplasty cases following hip fractures. In this study, we evaluated the association between GV and postoperative complications in diabetic patients undergoing total hip arthroplasty (THA) and hemiarthroplasty (HA) for hip fractures. METHODS We analyzed data on 2421 consecutive patients who underwent THA or HA at our institution from 2011 to 2020. Patients with a known diagnosis of diabetes mellitus who had a minimum of three postoperative glucose values taken within the first week after surgery were included. GV was assessed using a coefficient of variation. Outcomes included short- and long-term mortality, reoperations, prosthetic joint infection (PJI) requiring revision and readmissions for any cause. RESULTS The final cohort consisted of 482 patients (294 females, 188 males). Higher GV was associated with an increased 90-day mortality (p = 0.017). GV was not associated with 30-day mortality (p = 0.45), readmissions of any cause at 30 or 90 days (p = 0.99, p = 0.91, respectively), reoperation of any cause (p = 0.91) or PJI requiring revision surgery (p = 0.42). CONCLUSIONS Higher GV in the postoperative period is associated with increased rates of mortality in diabetic patients following THA and HA for hip fractures. Efforts should be made to monitor and control glucose variability in the postoperative period.
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Affiliation(s)
- Itay Ashkenazi
- Division of Orthopedics, Tel Aviv Sourasky Medical Center, Tel-Aviv, Affiliated to the Sackler Faculty of Medicine Tel Aviv University, 6 Weizman Street, 6423906, Tel Aviv, Israel
| | - Samuel Morgan
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Nadav Graif
- Division of Orthopedics, Tel Aviv Sourasky Medical Center, Tel-Aviv, Affiliated to the Sackler Faculty of Medicine Tel Aviv University, 6 Weizman Street, 6423906, Tel Aviv, Israel
| | - Or Shaked
- Division of Orthopedics, Tel Aviv Sourasky Medical Center, Tel-Aviv, Affiliated to the Sackler Faculty of Medicine Tel Aviv University, 6 Weizman Street, 6423906, Tel Aviv, Israel
| | - Noam Shohat
- Department of Orthopedics, Shamir Medical Center, Beer-Yaakov, Affiliated to the Sackler Faculty of Medicine Tel Aviv University, Tel Aviv, Israel
| | - Amal Khoury
- Division of Orthopedics, Tel Aviv Sourasky Medical Center, Tel-Aviv, Affiliated to the Sackler Faculty of Medicine Tel Aviv University, 6 Weizman Street, 6423906, Tel Aviv, Israel
| | - Nimrod Snir
- Division of Orthopedics, Tel Aviv Sourasky Medical Center, Tel-Aviv, Affiliated to the Sackler Faculty of Medicine Tel Aviv University, 6 Weizman Street, 6423906, Tel Aviv, Israel
| | - Yaniv Warschawski
- Division of Orthopedics, Tel Aviv Sourasky Medical Center, Tel-Aviv, Affiliated to the Sackler Faculty of Medicine Tel Aviv University, 6 Weizman Street, 6423906, Tel Aviv, Israel.
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Han H, Lai J, Yan C, Li X, Hu S, He Y, Li H. Development and validation of a prediction model of perioperative hypoglycemia risk in patients with type 2 diabetes undergoing elective surgery. BMC Surg 2022; 22:167. [PMID: 35538461 PMCID: PMC9092794 DOI: 10.1186/s12893-022-01601-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 04/14/2022] [Indexed: 11/10/2022] Open
Abstract
AIM To develop and validate a prediction model to evaluate the perioperative hypoglycemia risk in hospitalized type 2 diabetes mellitus (T2DM) patients undergoing elective surgery. METHODS We retrospectively analyzed the electronic medical records of 1410 T2DM patients who had been hospitalized and undergone elective surgery. Regression analysis was used to develop a predictive model for perioperative hypoglycemia risk. The receiver operating characteristic (ROC) curve and the Hosmer-Lemeshow test were used to verify the model. RESULTS Our study showed an incidence of 10.7% for level 1 hypoglycemia and 1.8% for level 2 severe hypoglycemia during the perioperative period. A perioperative hypoglycemic risk prediction model was developed that was mainly composed of four predictors: duration of diabetes ≥ 10 year, body mass index (BMI) < 18.5 kg/m2, standard deviation of blood glucose (SDBG) ≥ 3.0 mmol/L, and preoperative hypoglycemic regimen of insulin subcutaneous. Based on this model, patients were categorized into three groups: low, medium, and high risk. Internal validation of the prediction model showed high discrimination (ROC statistic = 0.715) and good calibration (no significant differences between predicted and observed risk: Pearson χ2 goodness-of-fit P = 0.765). CONCLUSIONS The perioperative hypoglycemic risk prediction model categorizes the risk of hypoglycemia using only four predictors and shows good reliability and validity. The model serves as a favorable tool for clinicians to predict hypoglycemic risk and guide future interventions to reduce hypoglycemia risk.
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Affiliation(s)
- Huiwu Han
- Teaching and Research Section of Clinical Nursing, Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China.,Institute of Hospital Management, Central South University, Changsha, Hunan, People's Republic of China
| | - Juan Lai
- Teaching and Research Section of Clinical Nursing, Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China. .,Institute of Hospital Management, Central South University, Changsha, Hunan, People's Republic of China. .,Cardiovascular Medicine Department, Xiangya Hospital at Central South University, Changsha, Hunan, People's Republic of China.
| | - Cheng Yan
- Cardiovascular Medicine Department, Xiangya Hospital at Central South University, Changsha, Hunan, People's Republic of China
| | - Xing Li
- Cardiovascular Medicine Department, Xiangya Hospital at Central South University, Changsha, Hunan, People's Republic of China
| | - Shuoting Hu
- Cardiovascular Medicine Department, Xiangya Hospital at Central South University, Changsha, Hunan, People's Republic of China
| | - Yan He
- Cardiovascular Medicine Department, Xiangya Hospital at Central South University, Changsha, Hunan, People's Republic of China
| | - Hong Li
- Nursing Department, The People's Hospital of Liuyang, Hunan, People's Republic of China
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8
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Postoperative Glycemic Variability as a Predictor of Adverse Outcomes Following Lumbar Fusion. Spine (Phila Pa 1976) 2022; 47:E304-E311. [PMID: 34474452 DOI: 10.1097/brs.0000000000004214] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN A retrospective cross-sectional study. OBJECTIVE This study aims to evaluate the effect size of postoperative glycemic variability on surgical outcomes among patients who have undergone one- to three-level lumbar fusion. SUMMARY OF BACKGROUND DATA While numerous patient characteristics have been associated with surgical outcomes after lumbar fusion, recent studies have described the measuring of postoperative glycemic variability as another promising marker. METHODS A total of 850 patients were stratified into tertiles (low, moderate, high) based on degree of postoperative glycemic variability defined by coefficient of variation (CV). Surgical site infections were determined via chart review based on the Centers for Disease Control and Prevention definition. Demographic factors, surgical characteristics, inpatient complications, readmissions, and reoperations were determined by chart review and telephone encounters. RESULTS Overall, a statistically significant difference in 90-day adverse outcomes was observed when stratified by postoperative glycemic variability. In particular, patients with high CV had a higher odds ratio (OR) of readmission (OR = 2.19 [1.17, 4.09]; P = 0.01), experiencing a surgical site infection (OR = 3.22 [1.39, 7.45]; P = 0.01), and undergoing reoperations (OR = 2.65 [1.34, 5.23]; P = 0.01) compared with patients with low CV. No significant association was seen between low and moderate CV groups. Higher CV patients were more likely to experience longer hospital stays (β: 1.03; P = 0.01). Among the three groups, high CV group experienced the highest proportion of complications. CONCLUSION Our study establishes a significant relationship between postoperative glycemic variability and inpatient complications, length of stay, and 90-day adverse outcomes. While HbA1c has classically been used as the principal marker to assess blood glucose control, our results show CV to be a strong predictor of postoperative adverse outcomes. Future high-quality, prospective studies are necessary to explore the true effect of CV, as well as its practicality in clinical practice. Nevertheless, fluctuations in blood glucose levels during the inpatient stay should be limited to improve patient results.Level of Evidence: 4.
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9
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A High Protein Diet Is More Effective in Improving Insulin Resistance and Glycemic Variability Compared to a Mediterranean Diet-A Cross-Over Controlled Inpatient Dietary Study. Nutrients 2021; 13:nu13124380. [PMID: 34959931 PMCID: PMC8707429 DOI: 10.3390/nu13124380] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 12/01/2021] [Accepted: 12/02/2021] [Indexed: 12/26/2022] Open
Abstract
The optimal dietary pattern to improve metabolic function remains elusive. In a 21-day randomized controlled inpatient crossover feeding trial of 20 insulin-resistant obese women, we assessed the extent to which two isocaloric dietary interventions—Mediterranean (M) and high protein (HP)—improved metabolic parameters. Obese women were assigned to one of the following dietary sequences: M–HP or HP–M. Cardiometabolic parameters, body weight, glucose monitoring and gut microbiome composition were assessed. Sixteen women completed the study. Compared to the M diet, the HP diet was more effective in (i) reducing insulin resistance (insulin: Beta (95% CI) = −6.98 (−12.30, −1.65) µIU/mL, p = 0.01; HOMA-IR: −1.78 (95% CI: −3.03, −0.52), p = 9 × 10−3); and (ii) improving glycemic variability (−3.13 (−4.60, −1.67) mg/dL, p = 4 × 10−4), a risk factor for T2D development. We then identified a panel of 10 microbial genera predictive of the difference in glycemic variability between the two diets. These include the genera Coprococcus and Lachnoclostridium, previously associated with glucose homeostasis and insulin resistance. Our results suggest that morbidly obese women with insulin resistance can achieve better control of insulin resistance and glycemic variability on a high HP diet compared to an M diet.
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10
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Ross MN, Iyer S, Gundle KR, Ross DA. Association of Preoperative Hemoglobin A1c and Body Mass Index with Wound Infection Rate in Spinal Surgery. Int J Spine Surg 2021; 15:811-817. [PMID: 34285126 DOI: 10.14444/8104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND The deleterious effect of diabetes mellitus on surgical outcomes is well documented for joint replacement surgery. We analyzed the large national US Department of Veterans Affairs (VA) database for patients who had undergone elective spinal surgery. METHODS We retrospectively searched the VA database and identified 174 520 spine cases. RESULTS There were 7766 (4.5%) wound infections and 49 271 (28%) had hemoglobin A1c (HbA1c) testing (range: 3.0-17.8) prior to surgery. In the preoperative HbA1c-checked group, there were 2941 (6.0% of 49 271) infections and in the without-preoperative HbA1c group, there were 4825 (3.9% of 125 249) infections. The distribution of infections was significantly different (χ2 = 372.577, P < .0001) and suggests a 2.12% increase in the absolute risk of infection based on the presence of preoperative HbA1c testing, regardless of the result. Logistic regression revealed a preoperative HbA1c test was associated with an odds ratio of 1.435 for infection (confidence interval 1.367-1.505, P < .0001). In a separate model based on HbA1c levels, we found that HbA1c is a significant predictor of infection with an odds ratio of 1.042 (confidence interval 1.017-1.068, P = .0009) for each 1% increase in the test result. This analysis differs from using a strict cutoff value of HbA1c of 6.5%. Similar testing for body mass index and age yielded an odds ratio of 1.027 for each increase of 1 kg/m2 and an odds ratio of 1.009 for each 1-year increase in age respectively. CONCLUSIONS Hemoglobin A1c testing, HgA1c value, body mass index, and age all contribute to the risk of wound infection after elective spine surgery in a large national VA population. These data can be used to estimate surgical risks and to aid in patient counseling about proposed spine surgery. LEVEL OF EVIDENCE 4.
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Affiliation(s)
- Miner N Ross
- Department of Neurological Surgery, Oregon Health & Science University, Portland, Oregon
| | - Sudarshan Iyer
- Department of Neurological Surgery, Oregon Health & Science University, Portland, Oregon
| | - Kenneth R Gundle
- Operative Care Division, Portland Veterans Affairs Medical Center, Portland, Oregon.,Department of Orthopaedics and Rehabilitation, Oregon Health & Science University, Portland, Oregon
| | - Donald A Ross
- Department of Neurological Surgery, Oregon Health & Science University, Portland, Oregon.,Operative Care Division, Portland Veterans Affairs Medical Center, Portland, Oregon
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Patel PD, Canseco JA, Wilt Z, Okroj KT, Chang M, Reyes AA, Bowles DR, Kurd MF, Rihn JA, Anderson DG, Hilibrand AS, Kepler CK, Vaccaro AR, Schroeder GD. Postoperative Glycemic Variability and Adverse Outcomes After Posterior Cervical Fusion. J Am Acad Orthop Surg 2021; 29:580-588. [PMID: 34135295 DOI: 10.5435/jaaos-d-20-00126] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 09/03/2020] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION Posterior cervical decompression and fusion (PCDF) is a procedure commonly performed to help alleviate symptoms and improve quality of life in patients experiencing cervical spondylotic myelopathy, multilevel stenosis, and cervical deformity. Although various risk factors have been linked to adverse outcomes in patients after PCDF, this is the first study that specifically explores postoperative glycemic variability and its association with adverse outcomes. METHODS A retrospective cohort study was conducted with a total of 264 patients after PCDF procedures that had available postoperative blood glucose measurements. Patients were divided into tertiles based on their coefficient of variation as an indicator of glycemic variability. Outcomes measured included inpatient complications, length of stay (LOS), 90-day readmission, revision, and surgical site infection rates. RESULTS Results showed a significant difference in glycemic variability among tertiles with respect to LOS (P = 0.01). The average LOS for the first, second, and third tertiles was 3.90 (3.20, 4.59), 5.73 (4.45, 7.00), and 6.06 (4.89, 7.22), respectively. Logistic regression analysis showed significantly higher odds of readmission (odds ratio: 4.77; P = 0.03) and surgical site infections (odds ratio: 4.35; P = 0.04) in the high glycemic variability group compared with the low glycemic variability group within 90 days of surgery. No significant difference was noted among tertiles with respect to inpatient complications. DISCUSSION This study establishes a relationship between postoperative glycemic variability and LOS, as well as 90-day readmission and surgical site infection rates after PCDF. Our results suggest that limiting fluctuations in blood glucose levels may curtail inpatient healthcare costs related to in-hospital stay. Although immediate postoperative glycemic variability is ultimately acceptable, before discharge, proper glucose management plans should be in place to help prevent adverse patient outcomes.
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Affiliation(s)
- Parthik D Patel
- From the Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Thomas Jefferson University, Philadelphia, PA
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12
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Robbins T, Sankaranarayanan S, Randeva H, Keung SNLC, Arvanitis TN. Association between glycosylated haemoglobin and outcomes for patients discharged from hospital with diabetes: A health informatics approach. Digit Health 2021; 7:20552076211007661. [PMID: 33948220 PMCID: PMC8054217 DOI: 10.1177/20552076211007661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Accepted: 03/13/2021] [Indexed: 11/16/2022] Open
Abstract
Aims/Objectives Extensive research considers associations between inpatient glycaemic control and outcomes during hospital admission; this cautions against overly tight glycaemic targets. Little research considers glycaemic control following hospital discharge. This is despite a clear understanding that people with diabetes are at increased risk of negative outcomes, following discharge. We evaluate absolute and relative Hba1c values, and frequency of Hba1c monitoring, on readmission and mortality rates for people discharged from hospital with diabetes. Methods All discharges (n = 46,357) with diabetes from a major tertiary referral centre over 3 years were extracted, including biochemistry data. We conducted an evaluation of association between Hba1c, mortality and readmission, statistical significance and standardised Cohen's D effect size calculations. Results 399 patients had a Hba1c performed during their admission. 3,138 patients had a Hba1c within 1 year of discharge. Mean average Hba1c for readmissions was 57.82 vs 60.39 for not readmitted (p = 0.009, Cohen's D 0.28). Mean average number of days to Hba1c testing in readmitted was 97 vs 113 for those not readmitted (p = 0.00006, Cohen's D 0.39). Further evaluation of mortality outcomes, cohorts of T1DM and T2DM and association of relative change in Hba1c was performed. Conclusions Lower Hba1c values following discharge from hospital are significantly associated with increased risk of readmission, as is a shorter duration until testing. Similar patterns observed for mortality. Findings particularly prominent for T1DM. Further research needed to consider underlying causation and design of appropriate risk stratification models.
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Affiliation(s)
- Tim Robbins
- University Hospitals Coventry & Warwickshire NHS Trust, Coventry, UK.,Institute of Digital Healthcare, WMG, University of Warwick, Coventry, UK
| | | | - Harpal Randeva
- University Hospitals Coventry & Warwickshire NHS Trust, Coventry, UK.,Warwick Medical School, University of Warwick, Coventry, UK
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13
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The surgical management of the cavity and bone defects in enchondroma cases: A prospective randomized trial. Surg Oncol 2021; 37:101565. [PMID: 33848764 DOI: 10.1016/j.suronc.2021.101565] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Revised: 09/10/2020] [Accepted: 03/28/2021] [Indexed: 01/11/2023]
Abstract
BACKGROUND We compared the curettage/bone grafting and the curettage/bone graft substitutes surgical techniques in their relation to functional outcomes, oncologic outcome (recurrence, malignant transformation), the rate of postsurgical complications, durations of surgery and of postsurgical immobilization for hand-localized cases of solitary and multiple enchondromas. METHODS The current prospective randomized trial analyzed 200 adult patients (2012-2017) with enchondroma who underwent surgical intervention. The cases were randomly divided into Group 1 (n = 100; F 56, M 44) for surgeries with curettage and autogenous bone grafting, and Group 2 (n = 100; F 55, M 45) for surgeries with curettage and bone graft substitutes. The placebo control Group 3 consisted of cases operated by curettage only (n = 56; F 31, M 25). The follow-up period was set at 30 months. RESULTS The duration of surgery was 51 ± 4 min in Group 1 and 27 ± 1 min in Group 2 (p = 0.008). In Group 1, the rate of recurrence was 6% against 1% in Group 2 (p = 0.005). No other statistically significant differences in postsurgical outcomes between three involved groups were noted. CONCLUSION In cases of enchondroma of the hand, postsurgical functional outcomes, the rate of postsurgical complications, the duration of immobilization, and the time to complete recovery are not influenced by the type of chosen grafting material. The implementation of HAp-collagen bone substitutes in granules instead of autogenous bone grafting reduces the duration of surgery. The implementation of autogenous bone grafting may increase the rate of tumor recurrence.
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14
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Lionte C, Bologa C, Agafiti I, Sorodoc V, Petris OR, Jaba E, Sorodoc L. Association of Multiple Glycemic Parameters at Hospital Admission with Mortality and Short-Term Outcomes in Acutely Poisoned Patients. Diagnostics (Basel) 2021; 11:diagnostics11020361. [PMID: 33672765 PMCID: PMC7924603 DOI: 10.3390/diagnostics11020361] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 02/06/2021] [Accepted: 02/18/2021] [Indexed: 12/15/2022] Open
Abstract
The prognostic value of multiple glycemic parameters in poisoned patients was never assessed. We aim to explore the effects of glucose variability on short-term outcomes in nondiabetic and diabetic patients acutely poisoned with undifferentiated xenobiotics. We performed a prospective observational study in a tertiary center for toxicology in northeastern Romania. Over the course of 3 years, we included 1076 adults, older than 18 years, admitted for acute poisoning with a xenobiotic. The mortality rate was 4.1%. The admission blood glucose level (BGL) predicted mortality (OR 1.015, 95% CI 1.011–1.019, p < 0.001) and complications (OR 1.005, 95% CI 1.001–1.009, p 0.02). The mean glucose level (MGL) after admission (OR 1.007, 95% CI 1.000–1.013, p 0.034) and coefficient of glucose variability (CV) were predictive for complications (OR 40.58, 95% CI 1.35–1220.52, p 0.033), using the same multivariable model. The receiver operating characteristic curve (ROC) analysis revealed that BGL had good predictive value for in-hospital mortality (area under the curve (AUC) = 0.744, 95% CI = 0.648–0.841, p < 0.001), and complications (AUC = 0.618, 95% CI = 0.584–0.653, p < 0.001). In patients acutely poisoned with xenobiotics, the BGL, MGL and CV can be useful as mortality and short-outcome predictors.
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Affiliation(s)
- Catalina Lionte
- Internal Medicine and Clinical Toxicology Department, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (C.B.); (L.S.)
- 2nd Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinic County Hospital, 700111 Iasi, Romania; (I.A.); (O.R.P.)
- Correspondence: (C.L.); (V.S.); Tel.: +40-742-082-318 (C.L.); +40-232-267-801 (V.S.)
| | - Cristina Bologa
- Internal Medicine and Clinical Toxicology Department, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (C.B.); (L.S.)
- 2nd Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinic County Hospital, 700111 Iasi, Romania; (I.A.); (O.R.P.)
| | - Inga Agafiti
- 2nd Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinic County Hospital, 700111 Iasi, Romania; (I.A.); (O.R.P.)
| | - Victorita Sorodoc
- Internal Medicine and Clinical Toxicology Department, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (C.B.); (L.S.)
- 2nd Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinic County Hospital, 700111 Iasi, Romania; (I.A.); (O.R.P.)
- Correspondence: (C.L.); (V.S.); Tel.: +40-742-082-318 (C.L.); +40-232-267-801 (V.S.)
| | - Ovidiu Rusalim Petris
- 2nd Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinic County Hospital, 700111 Iasi, Romania; (I.A.); (O.R.P.)
- Internal Medicine and Nursing Department, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Elisabeta Jaba
- Statistics Department, FEEA, “Alexandru Ioan Cuza” University, 700506 Iasi, Romania;
| | - Laurentiu Sorodoc
- Internal Medicine and Clinical Toxicology Department, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (C.B.); (L.S.)
- 2nd Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinic County Hospital, 700111 Iasi, Romania; (I.A.); (O.R.P.)
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15
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Cobert J, Lerebours R, Peskoe SB, Gordee A, Truong T, Krishnamoorthy V, Raghunathan K, Mureebe L. Exploring Factors Associated With Morbidity and Mortality in Patients With Do-Not-Resuscitate Orders: A National Surgical Quality Improvement Program Database Analysis Within Surgical Groups. Anesth Analg 2021; 132:512-523. [PMID: 33369926 DOI: 10.1213/ane.0000000000005311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Anesthesiologists caring for patients with do-not-resuscitate (DNR) orders may have ethical concerns because of their resuscitative wishes and may have clinical concerns because of their known increased risk of morbidity/mortality. Patient heterogeneity and/or emphasis on mortality outcomes make previous studies among patients with DNR orders difficult to interpret. We sought to explore factors associated with morbidity and mortality among patients with DNR orders, which were stratified by surgical subgroups. METHODS Exploratory retrospective cohort study in adult patients undergoing prespecified colorectal, vascular, and orthopedic surgeries was performed using the American College of Surgeons National Surgical Quality Improvement Program Participant Use File data from 2010 to 2013. Among patients with preoperative DNR orders (ie, active DNR order written in the patient's chart before surgery), factors associated with 30-day mortality, increased length of stay, and inpatient death were determined via penalized regression. Unadjusted and adjusted estimates for selected variables are presented. RESULTS After selection as above, 211,420 patients underwent prespecified procedures, and of those, 2755 (1.3%) had pre-existing DNR orders and met above selection to address morbidity/mortality aims. By specialty, of these patients with a preoperative DNR, 1149 underwent colorectal, 870 vascular, and 736 orthopedic surgery. Across groups, 36.2% were male and had a mean age 79.9 years (range 21-90). The 30-day mortality was 15.4%-27.2% and median length of stay was 6-12 days. Death at discharge was 7.0%, 13.1%, and 23.0% in orthopedics, vascular, and colorectal patients with a DNR, respectively. The strongest factors associated with increased odds of 30-day mortality were preoperative septic shock in colorectal patients, preoperative ascites in vascular patients, and any requirement of mechanical ventilation at admission in orthopedic patients. CONCLUSIONS In patients with DNR orders undergoing common surgical procedures, the association of characteristics with morbidity and mortality varies in both direction and magnitude. The DNR order itself should not be the defining measure of risk.
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Affiliation(s)
- Julien Cobert
- Division of Critical Care Medicine, Department of Anesthesia, University of California at San Francisco, San Francisco, California.,Critical Care and Perioperative Epidemiology Research (CAPER) Unit, Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Reginald Lerebours
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina
| | - Sarah B Peskoe
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina
| | - Alexander Gordee
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina
| | - Tracy Truong
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina
| | - Vijay Krishnamoorthy
- Critical Care and Perioperative Epidemiology Research (CAPER) Unit, Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Karthik Raghunathan
- Critical Care and Perioperative Epidemiology Research (CAPER) Unit, Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina.,Department of Anesthesiology, Durham Veterans Affairs Hospital, Durham, North Carolina
| | - Leila Mureebe
- Department of Surgery, Duke University Medical Center, Durham, North Carolina.,Department of Surgery, Duke Surgical Center for Outcomes Research (SCORES), Duke University Medical Center, Durham, North Carolina
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16
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Fructosamine is a valuable marker for glycemic control and predicting adverse outcomes following total hip arthroplasty: a prospective multi-institutional investigation. Sci Rep 2021; 11:2227. [PMID: 33500515 PMCID: PMC7838391 DOI: 10.1038/s41598-021-81803-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 12/16/2020] [Indexed: 12/19/2022] Open
Abstract
Recently, fructosamine has shown promising results in predicting adverse outcomes following total knee arthroplasty. The purpose of this study was to assess the utility of fructosamine to predict adverse outcomes following total hip arthroplasty (THA). A prospective multi-center study involving four institutions was conducted. All primary THA were evaluated for glycemic control using fructosamine levels prior to surgery. Adverse outcomes were assessed at a minimum 1 year from surgery. Primary outcome of interest was periprosthetic joint infection (PJI) based on the International Consensus Meeting (ICM) criteria. Secondary outcomes assessed were superficial infections, readmissions and death. Based on previous studies on the subject, fructosamine levels above 293 µmol/L were used to define inadequate glycemic control. Overall 1212 patients were enrolled in the present study and were available for follow up at a minimum 1 year from surgery. Of those, 54 patients (4.5%) had elevated fructosamine levels (> 293 µmol/L) and these patients were 6.7 times more likely to develop PJI compared to patients with fructosamine levels below 293 µmol/L (p = 0.002). Patients with elevated fructosamine were also associated with more readmissions (16.7% vs. 4.4%, p < 0.007) and a higher mortality rate (3.7% vs. 0.6%, p = 0.057). These associations remained statistically significant in a multi-regression analysis after adjusting for age, comorbidities and length of stay; Adjusted odds ratio were 6.37 (95% confidence interval 1.98–20.49, p = 0.002) for PJI and 2.68 (95% confidence interval 1.14–6.29, p = 0.023) for readmissions. Fructosamine is a good predictor of adverse outcomes in patients undergoing THA and should be used routinely to mitigate morbidity and mortality risk.
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17
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Ye Y, Pan B, Gu M, Xian G, Chen W, Zheng L, Zhang Z, Sheng P. Fluctuation of fasting blood glucose in patients who underwent primary or revision total joint arthroplasty: a retrospective review. J Orthop Surg Res 2020; 15:508. [PMID: 33153464 PMCID: PMC7643256 DOI: 10.1186/s13018-020-02029-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Accepted: 10/20/2020] [Indexed: 12/18/2022] Open
Abstract
Background Perioperative hyperglycemia is a risk factor for postoperative complications after total joint arthroplasty (TJA). However, the variability of fasting blood glucose (FBG) after TJA remains unknown. We aimed to assess the fluctuation and extent of elevation of FBG following primary or revision TJA. Methods We retrospectively evaluated the medical records of 1788 patients who underwent primary or revision TJA between 2013 and 2018. We examined FBG values collected during 6 days of the perioperative period. The findings for each time point were evaluated with descriptive statistics. Postoperative glycemic variability was assessed by the coefficient of variation (CV). Results The final cohort included the medical records of 1480 patients (1417 primary and 63 revision). FBG was highest on postoperative day 1 in the primary and revision groups (P < 0.001), which had the highest number of hyperglycemic patients (FBG > 100 mg/dL), with 66.4% and 75.5% in the primary and revision groups, respectively. The CV of diabetics in the primary group, and diabetics and non-diabetics in the revision group, was higher than that of non-diabetics in the primary group. Conclusion Postoperative day 1 showed the highest FBG levels and proportion of patients with hyperglycemia in the perioperative period. Primary group diabetics, and revision group diabetics and non-diabetics, had higher postoperative fluctuation of FBG than primary group non-diabetics. Frequent FBG monitoring may therefore be warranted in diabetic patients undergoing TJA, and all patients undergoing revision TJA.
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Affiliation(s)
- Yongyu Ye
- Department of Orthopedic Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, 510080, China
| | - Baiqi Pan
- Department of Orthopedic Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, 510080, China
| | - Minghui Gu
- Department of Orthopedic Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, 510080, China
| | - Guoyan Xian
- Department of Orthopedic Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, 510080, China
| | - Weishen Chen
- Department of Orthopedic Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, 510080, China
| | - Linli Zheng
- Department of Orthopedic Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, 510080, China
| | - Ziji Zhang
- Department of Orthopedic Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, 510080, China.
| | - Puyi Sheng
- Department of Orthopedic Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, 510080, China.
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18
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Yuan SJ, Shen J. Increased Preoperative Glucose Variability Is Associated with Adverse Perioperative Outcomes Following Orthopedic Surgery in Patients with Type 2 Diabetes Mellitus. Curr Med Sci 2020; 40:523-529. [PMID: 32681255 DOI: 10.1007/s11596-020-2209-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 05/05/2020] [Indexed: 11/25/2022]
Abstract
The association between glucose variability (GV) and adverse perioperative outcomes in type 2 diabetes mellitus (T2DM) patients undergoing orthopedic surgery was investigated. A retrospective cohort study was performed by analyzing data on T2DM patients receiving continuous blood glucose (BG) monitoring and continuous subcutaneous insulin infusion treatment due to poorly controlled preoperative BG prior to orthopedic surgery. GV was assessed with coefficient of variation (CV). Postoperative and perioperative CV, hypoglycemia cases, and other perioperative outcomes (diabetes preparation time [DPT], length of stay [LOS], and perioperative and infective complication cases) were analyzed. Results showed that a total of 168 patients were grouped into preoperative CV tertiles: 1st (n=56): 0-0.2921, 2nd (n=58): 0.2922-0.3779, and 3rd (n=54): 0.3780-0.5750. Fasting blood glucose (FBG), perioperative CV, rate of hypoglycemia cases (OR: 5.53, 95%CI: 2.43-12.59) (all P<0.001) and DPT (P=0.024) were higher in the 3rd than in the 1st tertile. After adjustments of covariates, regression analysis indicated that the 3rd tertile was associated with increased perioperative CV (adjusted coefficient=0.515, P<0.001), DPT (adjusted coefficient =0.169, P=0.073), rate of hypoglycemia cases (OR: 6.72, 95%CI: 2.69-16.82, P<0.001) and perioperative complication cases (OR: 2.50, 95%CI: 0.90-7.01, P=0.080). In conclusion, preoperative GV is associated with increased perioperative GV and adverse perioperative outcomes including longer DPT and higher rates of hypoglycemia and perioperative complications.
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Affiliation(s)
- Si-Jie Yuan
- Department of Endocrinology and Metabolic Diseases, The Third Affiliated Hospital, Southern Medical University, Guangzhou, 510630, China
| | - Jie Shen
- Department of Endocrinology and Metabolic Diseases, The Third Affiliated Hospital, Southern Medical University, Guangzhou, 510630, China.
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19
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Wang SH, Xu C, Tan TL, Goswami K, Cooper AM, Parvizi J. Increased Postoperative Glucose Variability Is Associated With Adverse Outcome Following Two-Stage Exchange Arthroplasty for Periprosthetic Joint Infection. J Arthroplasty 2020; 35:1368-1373. [PMID: 31932102 DOI: 10.1016/j.arth.2019.11.046] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 11/04/2019] [Accepted: 11/30/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Glucose variability in the postoperative period has been associated with increased rates of periprosthetic joint infection (PJI) following primary arthroplasty. It is unknown how postoperative glucose control affects outcome of surgical treatment of PJI patients. We hypothesized that postoperative glucose variability adversely affects the outcome of 2-stage exchange arthroplasty. METHODS We retrospectively reviewed records of 665 patients with PJI of the knee and hip who underwent 2-stage exchange arthroplasty from 2000 to 2017. Of them, 341 PJIs with a minimum follow-up of 1 year, and either a minimum of 2 glucose values per day or greater than 3 overall during the reimplantation were included. Glucose variability was assessed by calculating the coefficient of variation. Adverse outcomes included treatment failure according to the Delphi consensuses criteria, reinfection, reoperation, and mortality. A subgroup analysis was performed based on patients with or without diabetes. RESULTS Glucose variability following reimplantation was associated with higher treatment failure, reinfection, and reoperation. Adjusted analysis indicated that for every standard deviation (15%) increase in the coefficient of variation, the risks of treatment failure, reinfection, and reoperation increased by 27%, 31%, and 26%. Although stratifying patients with (n = 81) or without diabetes (n = 260), these associations remained robust in nondiabetic patients, but not in diabetic patients. CONCLUSION Higher glucose variability is associated with increased risks of treatment failure, reinfection, and reoperation after 2-stage exchange arthroplasty in PJI patients. Compared to diabetic patients, nondiabetic patients have a higher association between glucose variability and poor outcomes. Reducing adverse outcomes may be achieved with close monitoring and strict postoperative glucose control.
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Affiliation(s)
- Sheng-Hao Wang
- Rothman Institute, Thomas Jefferson University, Philadelphia, PA; Department of Orthopaedics, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, ROC; Graduate Institute of Medical Science, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Chi Xu
- Rothman Institute, Thomas Jefferson University, Philadelphia, PA; Department of Orthopaedic Surgery, General Hospital of People's Liberation Army, Beijing, People's Republic of China
| | - Timothy L Tan
- Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | - Karan Goswami
- Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | - Alexus M Cooper
- Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | - Javad Parvizi
- Rothman Institute, Thomas Jefferson University, Philadelphia, PA
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20
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Gómez AM, Imitola Madero A, Henao Carrillo DC, Rondón M, Muñoz OM, Robledo MA, Rebolledo M, García Jaramillo M, León Vargas F, Umpierrez G. Hypoglycemia Incidence and Factors Associated in a Cohort of Patients With Type 2 Diabetes Hospitalized in General Ward Treated With Basal Bolus Insulin Regimen Assessed by Continuous Glucose Monitoring. J Diabetes Sci Technol 2020; 14:233-239. [PMID: 30678495 PMCID: PMC7196858 DOI: 10.1177/1932296818823720] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Continuous glucose monitoring (CGM) is a better tool to detect hyper and hypoglycemia than capillary point of care in insulin-treated patients during hospitalization. We evaluated the incidence of hypoglycemia in patients with type 2 diabetes (T2D) treated with basal bolus insulin regimen using CGM and factors associated with hypoglycemia. METHODS Post hoc analysis of a prospective cohort study. Hypoglycemia was documented in terms of incidence rate and percentage of time <54 mg/dL (3.0 mmol/L) and <70 mg/dL (3.9 mmol/L). Factors evaluated included glycemic variability analyzed during the first 6 days of basal bolus therapy. RESULTS A total of 34 hospitalized patients with T2D in general ward were included, with admission A1c of 9.26 ± 2.62% (76.8 ± 13 mmol/mol) and mean blood glucose of 254 ± 153 mg/dL. There were two events of hypoglycemia below 54 mg/dL (3.0 mmol/L) and 11 events below 70 mg/dL (3.9 mmol/L) with an incidence of hypoglycemic events of 0.059 and 0.323 per patient, respectively. From second to fifth day of treatment the percentage of time in range (140-180 mg/dL, 7.8-10.0 mmol/L) increased from 72.1% to 89.4%. Factors related to hypoglycemic events <70 mg/dL (3.9 mmol/L) were admission mean glucose (IRR 0.86, 95% CI 0.79, 0.95, P < .01), glycemic variability measured as CV (IRR 3.12, 95% CI 1.33, 7.61, P < .01) and SD, and duration of stay. CONCLUSIONS Basal bolus insulin regimen is effective and the overall incidence of hypoglycemia detected by CGM is low in hospitalized patients with T2D. Increased glycemic variability as well as the decrease in mean glucose were associated with events <70 mg/dL (3.9 mmol/L).
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Affiliation(s)
- Ana María Gómez
- Pontificia Universidad Javeriana,
Bogotá, Colombia
- Hospital Universitario San Ignacio,
Endocrinology Unit, Bogotá, Colombia
- Ana María Gómez, MD, Endocrinology Unit,
Hospital Universitario San Ignacio, Pontificia Universidad Javeriana, Carrera 7
No. 40-62, Bogotá, Colombia.
| | - Angélica Imitola Madero
- Pontificia Universidad Javeriana,
Bogotá, Colombia
- Hospital Universitario San Ignacio,
Endocrinology Unit, Bogotá, Colombia
| | - Diana Cristina Henao Carrillo
- Pontificia Universidad Javeriana,
Bogotá, Colombia
- Hospital Universitario San Ignacio,
Endocrinology Unit, Bogotá, Colombia
| | - Martín Rondón
- Department of Clinical Epidemiology and
Biostatistics, Pontificia Universidad Javeriana, Bogotá, Colombia
| | - Oscar Mauricio Muñoz
- Hospital Universitario San Ignacio,
Department of Internal Medicine, Bogotá, Colombia
| | | | | | | | | | - Guillermo Umpierrez
- Department of Medicine, Emory
University, Atlanta, GA, USA
- Division of Endocrinology, Metabolism
and Lipids, Emory University, Atlanta, GA, USA
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Rangasamy V, Xu X, Susheela AT, Subramaniam B. Comparison of Glycemic Variability Indices: Blood Glucose, Risk Index, and Coefficient of Variation in Predicting Adverse Outcomes for Patients Undergoing Cardiac Surgery. J Cardiothorac Vasc Anesth 2020; 34:1794-1802. [PMID: 32033891 DOI: 10.1053/j.jvca.2019.12.032] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Revised: 12/26/2019] [Accepted: 12/31/2019] [Indexed: 11/11/2022]
Abstract
OBJECTIVES Fluctuations in blood glucose (glycemic variability) increase the risk of adverse outcomes. No universally accepted tool for glycemic variability exists during the perioperative period. The authors compared 2 measures of glycemic variability-(1) coefficient of variation (CV) and (2) the Blood Glucose Risk Index (BGRI)-in predicting adverse outcomes after cardiac surgery. DESIGN Prospective, observational study. SETTING Single-center, teaching hospital. PARTICIPANTS A total of 1,963 adult patients undergoing cardiac surgery. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Postoperative blood glucose levels were measured hourly for the first 24 hours and averaged every 4 hours (4, 8, 12, 16, 20, and 24 hours). Glycemic variability was measured by CV and the BGRI. The primary outcome, major adverse events (MAEs), was a predefined composite of postoperative complications (death, reoperation, deep sternal infection, stroke, pneumonia, renal failure, tamponade, and myocardial infarction). Logistic regression models were constructed to evaluate the association. Predictive ability was measured using C-statistics. Major adverse events were seen in 170 (8.7%) patients. Only the fourth quartile of CV showed association (odds ratio [OR] 1.91; 95% confidence interval [CI] [1.19-3.14]; p = 0.01), whereas BGRI was related significantly to MAE (OR 1.20; 95% CI [1.10-1.32]; p < 0.0001). The predictive ability of CV and BGRI increased on adding the standard Society of Thoracic Surgeons (STS) risk index. The C-statistic for STS was 0.68, whereas STS + CV was 0.70 (p = 0.012) and STS + BGRI was 0.70 (p = 0.012). CONCLUSION Both CV and the BGRI had good predictive ability. The BGRI being a continuous variable could be a preferred measure of glycemic variability in predicting adverse outcomes (cutoff value 2.24) after cardiac surgery.
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Affiliation(s)
- Valluvan Rangasamy
- Center for Anesthesia Research Excellence, Department of Anesthesia, Critical Care, and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Xinling Xu
- Center for Anesthesia Research Excellence, Department of Anesthesia, Critical Care, and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Ammu Thampi Susheela
- Center for Anesthesia Research Excellence, Department of Anesthesia, Critical Care, and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Balachundhar Subramaniam
- Center for Anesthesia Research Excellence, Department of Anesthesia, Critical Care, and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA.
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22
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Kobayashi D, Noto H, Takahashi O, Shimbo T. Glycemic variability and subsequent malignancies among the population without diabetes. Diabetes Res Clin Pract 2020; 159:107987. [PMID: 31866528 DOI: 10.1016/j.diabres.2019.107987] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2019] [Revised: 12/02/2019] [Accepted: 12/17/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Glycemic variability has been suggested to be related to some unfavorable outcomes, but malignancy development has not been evaluated. The aim of this study was to evaluate the association of glycemic variability with malignancy development among the population without diabetes. METHODS We conducted a retrospective cohort study at a large teaching hospital in Tokyo, Japan, from 2005 to 2016. We included all participants without diabetes who underwent voluntary health check-ups. Our outcome was the development of any malignancy. As a measure of glycemic variability, we calculated the quotient of CV in HbA1c and categorized subjects into quartile groups. A Cox proportional hazard model was applied, adjusting for patient demographics and social and family histories. RESULTS A total of 42,731 participants were included in this study; the mean age was 53.8 and 48.3% were male. During the median follow up of 2639 (interquartile range (IQR):1787-3662) days, 2435 participants (5.7%) developed malignancies. Participants who had larger glycemic variability (CV in HbA1c; hazard ratio (HR) 1.15, 95%confidence interval (CI):1.02-0.31 for the second quartile group; HR 2.20, 95%CI:1.95-2.48 for the third quartile group, HR 4.66, 95%CI:4.16-5.21 for the fourth quartile group, compared to first quartile group) had a significantly higher risk of malignancies. CONCLUSION We found an association between large glycemic variability and a high risk of future malignancies in a dose-dependent manner among people without diabetes. This finding suggests that maintaining a constant level of glucose may have favorable effects on cancer prevention in people without diabetes.
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Affiliation(s)
- Daiki Kobayashi
- Division of General Internal Medicine, Department of Medicine, St. Luke's International Hospital, Tokyo, Japan; Department of Epidemiology, St. Luke's International University Graduate School of Public Health, Tokyo, Japan; Fujita Health University, Toyoake, Japan.
| | - Hiroshi Noto
- Department of Endocrinology, St. Luke's International Hospital, Tokyo, Japan
| | - Osamu Takahashi
- Division of General Internal Medicine, Department of Medicine, St. Luke's International Hospital, Tokyo, Japan; Department of Epidemiology, St. Luke's International University Graduate School of Public Health, Tokyo, Japan
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Beyaz S. Ortopedik cerrahi sonrası erken dönem hastane mortalitesi ve etki eden faktörler. CUKUROVA MEDICAL JOURNAL 2019. [DOI: 10.17826/cumj.471849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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24
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Glycemic variability and mortality in patients hospitalized in general surgery wards. Surgery 2019; 166:184-192. [DOI: 10.1016/j.surg.2019.02.022] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Revised: 02/28/2019] [Accepted: 02/28/2019] [Indexed: 12/11/2022]
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25
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Shohat N, Tarabichi M, Tan TL, Goswami K, Kheir M, Malkani AL, Shah RP, Schwarzkopf R, Parvizi J. 2019 John Insall Award: Fructosamine is a better glycaemic marker compared with glycated haemoglobin (HbA1C) in predicting adverse outcomes following total knee arthroplasty: a prospective multicentre study. Bone Joint J 2019; 101-B:3-9. [PMID: 31256656 DOI: 10.1302/0301-620x.101b7.bjj-2018-1418.r1] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
AIMS The best marker for assessing glycaemic control prior to total knee arthroplasty (TKA) remains unknown. The purpose of this study was to assess the utility of fructosamine compared with glycated haemoglobin (HbA1c) in predicting early complications following TKA, and to determine the threshold above which the risk of complications increased markedly. PATIENTS AND METHODS This prospective multi-institutional study evaluated primary TKA patients from four academic institutions. Patients (both diabetics and non-diabetics) were assessed using fructosamine and HbA1c levels within 30 days of surgery. Complications were assessed for 12 weeks from surgery and included prosthetic joint infection (PJI), wound complication, re-admission, re-operation, and death. The Youden's index was used to determine the cut-off for fructosamine and HbA1c associated with complications. Two additional cut-offs for HbA1c were examined: 7% and 7.5% and compared with fructosamine as a predictor for complications. RESULTS Overall, 1119 patients (441 men, 678 women) were included in the study. Fructosamine level of 293 µmol/l was identified as the optimal cut-off associated with complications. Patients with high fructosamine (> 293 µmol/l) were 11.2 times more likely to develop PJI compared with patients with low fructosamine (p = 0.001). Re-admission and re-operation rates were 4.2 and 4.5 times higher in patients with fructosamine above the threshold (p = 0.005 and p = 0.019, respectively). One patient (1.7%) from the elevated fructosamine group died compared with one patient (0.1%) in the normal fructosamine group (p = 0.10). These complications remained statistically significant in multiple regression analysis. Unlike fructosamine, all three cut-offs for HbA1c failed to show a significant association with complications. CONCLUSION Fructosamine is a valid and an excellent predictor of complications following TKA. It better reflects the glycaemic control, has greater predictive power for adverse events, and responds quicker to treatment compared with HbA1c. These findings support the screening of all patients undergoing TKA using fructosamine and in those with a level above 293 µmol/l, the risk of surgery should be carefully weighed against its benefit. Cite this article: Bone Joint J 2019;101-B(7 Supple C):3-9.
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Affiliation(s)
- N Shohat
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania, USA.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - M Tarabichi
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - T L Tan
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - K Goswami
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - M Kheir
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - A L Malkani
- University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - R P Shah
- Columbia University Medical Center, New York, New York, USA
| | - Ran Schwarzkopf
- NYU Langone MC Hospital for Joint Diseases, New York, New York, USA
| | - J Parvizi
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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26
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Robbins TD, Lim Choi Keung SN, Sankar S, Randeva H, Arvanitis TN. Risk factors for readmission of inpatients with diabetes: A systematic review. J Diabetes Complications 2019; 33:398-405. [PMID: 30878296 DOI: 10.1016/j.jdiacomp.2019.01.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 01/04/2019] [Accepted: 01/22/2019] [Indexed: 12/16/2022]
Abstract
AIM We have limited understanding of which risk factors contribute to increased readmission rates amongst people discharged from hospital with diabetes. We aim to complete the first review of its kind, to identify, in a systematic way, known risk factors for hospital readmission amongst people with diabetes, in order to better understand this costly complication. METHOD The review was prospectively registered in the PROSPERO database. Risk factors were identified through systematic review of literature in PubMed, EMBASE & SCOPUS databases, performed independently by two authors prior to data extraction, with quality assessment and semi-quantitative synthesis according to PRISMA guidelines. RESULTS Eighty-three studies were selected for inclusion, predominantly from the United States, and utilising retrospective analysis of local or regional data sets. 76 distinct statistically significant risk factors were identified across 48 studies. The most commonly identified risk factors were; co-morbidity burden, age, race and insurance type. Few studies conducted power calculations; unstandardized effect sizes were calculated for the majority of statistically significant risk factors. CONCLUSION This review is important in assessing the current state of the literature and in supporting development of interventions to reduce readmission risk. Furthermore, it provides an important foundation for development of rigorous, pre-specified risk prediction models.
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Affiliation(s)
- Tim D Robbins
- Institute of Digital Healthcare, WMG, University of Warwick, Coventry CV4 7AL, United Kingdom; Warwickshire Institute for the Study of Diabetes, Endocrinology & Metabolism, University Hospitals Coventry & Warwickshire NHS Trust, Clifford Bridge Road, Coventry CV2 2DX, United Kingdom.
| | - S N Lim Choi Keung
- Institute of Digital Healthcare, WMG, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - S Sankar
- Warwickshire Institute for the Study of Diabetes, Endocrinology & Metabolism, University Hospitals Coventry & Warwickshire NHS Trust, Clifford Bridge Road, Coventry CV2 2DX, United Kingdom
| | - H Randeva
- Warwickshire Institute for the Study of Diabetes, Endocrinology & Metabolism, University Hospitals Coventry & Warwickshire NHS Trust, Clifford Bridge Road, Coventry CV2 2DX, United Kingdom
| | - T N Arvanitis
- Institute of Digital Healthcare, WMG, University of Warwick, Coventry CV4 7AL, United Kingdom
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Farley KX, Anastasio AT, Premkumar A, Boden SD, Gottschalk MB, Bradbury TL. The Influence of Modifiable, Postoperative Patient Variables on the Length of Stay After Total Hip Arthroplasty. J Arthroplasty 2019; 34:901-906. [PMID: 30691932 DOI: 10.1016/j.arth.2018.12.041] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 12/25/2018] [Accepted: 12/31/2018] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Many studies have examined strategies to reduce length of stay (LOS) after total hip arthroplasty (THA), but few have focused on modifiable patient-specific information in the acute postoperative period. This study investigates the determinants of LOS after THA, with a focus on potentially modifiable factors. METHODS A total of 1278 patients undergoing elective THA from 2012 to 2014 were extracted from our institutional data warehouse at our academic orthopedic specialty hospital. Data were collected on patient demographics, comorbidities, inpatient opioid use, hypotensive events, and abnormalities in laboratory values, all occurring on postoperative day 0 or 1. The main outcome was hospital LOS. Multivariate regression analysis was performed to identify independent risk factors for LOS over 3 days. RESULTS The average age of patients undergoing primary total hip arthroplasty in our cohort was 62.3 (standard deviation 10.7) years, and 52.7% were women. Eighty-one (6.3%) of 1278 patients had a LOS more than 3 days. Multivariate regression analysis demonstrated several statistically significant nonmodifiable and modifiable risk factors that influence LOS after THA. Nonmodifiable risk factors included nonwhite race (odds ratio [OR], 1.497), single marital status (OR, 1.724), increasing age (OR, 1.330), and increasing Charlson Comorbidity Index (OR, 1.411). Potentially modifiable risk factors included every 10 mg oral morphine equivalent consumption (1.069), every 5 postoperative hypotensive events (OR, 1.232), low hemoglobin (OR, 3.265), high glucose levels (OR, 1.887), and a high creatinine (OR, 2.874). CONCLUSION This study identifies potentially modifiable factors that are associated with increased LOS after THA, including postoperative opioid use and hypotensive events. Efforts to control narcotic use and initiatives aimed to reduce early postoperative hypotension could aid in reducing LOS. Furthermore, attempts should be made to correct postoperative anemia, high glucose levels, and a high creatinine level when possible.
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Affiliation(s)
- Kevin X Farley
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA
| | - Albert T Anastasio
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA
| | - Ajay Premkumar
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY
| | - Scott D Boden
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA
| | - Michael B Gottschalk
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA
| | - Thomas L Bradbury
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA
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28
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Wang J, Chen K, Li X, Jin X, An P, Fang Y, Mu Y. Postoperative adverse events in patients with diabetes undergoing orthopedic and general surgery. Medicine (Baltimore) 2019; 98:e15089. [PMID: 30946365 PMCID: PMC6455978 DOI: 10.1097/md.0000000000015089] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Factors that may result in the occurrence of adverse clinical events in diabetic patients during the postoperative period are not entirely clear. This study evaluated factors that may cause adverse events following elective orthopedic or general surgery.Patients with diabetes who underwent orthopedic or general surgery between January 2010 and October 2015 were retrospectively selected from the General Hospital of People's Liberation Army database. Factors associated with postoperative adverse events were analyzed using multivariable logistic regression.Among 1525 patients included, mean age was 63.5 ± 10.8 years and mean duration of diabetes was 8.8 ± 6.6 years. Among them, 49.9% underwent orthopedic surgery and 50.1% underwent general surgery. Postoperatively, 118 (7.7%) patients had adverse events, including delayed extubation (n = 43, 36.4%), circulatory disorder (n = 15, 12.7%), respiratory and circulatory abnormalities (n = 23, 19.5%), nonhealing of the incision (n = 11, 9.3%), infections at other sites (n = 15, 12.7%), other complications (n = 8, 6.8%), and death (n = 3, 2.5%). Multivariable regression analysis showed that age >65 years old [odds ratio (OR) = 2.23, 95% confidence interval (CI): 1.25-3.98], male sex (OR = 2.14, 95% CI: 1.24-3.38), postoperative peripheral blood glucose (OR = 1.13, 95% CI: 1.13-1.82), diabetic complications (OR = 2.41, 95% CI: 1.36-4.28), abnormal kidney function (OR = 2.73, 95% CI: 1.13-6.58) and general surgery (OR = 1.48, 95% CI: 1.11-5.26) were associated with the occurrence of postoperative adverse events.In patients with diabetes undergoing intermediate or major elective surgery, older age, male sex, high postoperative peripheral blood glucose, diabetic complications, abnormal kidney function, and general surgery type were associated with the occurrence of postoperative adverse events.
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Affiliation(s)
- Jinjing Wang
- Department of Endocrinology, Chinese PLA General Hospital
- Department of Endocrinology, Fifth Medical Center of PLA General Hospital, Beijing
| | - Kang Chen
- Department of Endocrinology, Chinese PLA General Hospital
| | - Xueqiong Li
- Department of Endocrinology, Chinese PLA General Hospital
- Department of Gerontology, First Affiliated Hospital of Kunming Medical University, Kunming
| | - Xinye Jin
- Department of Endocrinology, Chinese PLA General Hospital
| | - Ping An
- Department of Endocrinology, Chinese PLA General Hospital
| | - Yi Fang
- Department of Endocrinology, Chinese PLA 307 Hospital, Beijing, China
| | - Yiming Mu
- Department of Endocrinology, Chinese PLA General Hospital
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