Levels and diagnostic value of model-based insulin sensitivity in sepsis: a preliminary study
Background and Aims: Currently, there is a lack of real time metric with high sensitivity and specificity to diagnose sepsis. Insulin sensitivity (SI) may be determined in real time using mathematical glucose insulin models; however, its effectiveness as a diagnostic test of sepsis is unknown. Our a...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English English English |
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Wolters Kluwer Medknow Publications
2018
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| Online Access: | http://irep.iium.edu.my/65353/ http://irep.iium.edu.my/65353/1/IJCCM_2018_22_6_402_234574.pdf http://irep.iium.edu.my/65353/7/65353_Levels%20and%20Diagnostic%20Value%20of%20Model-based%20Insulin_SCOPUS.pdf http://irep.iium.edu.my/65353/8/65353_Levels%20and%20Diagnostic%20Value%20of%20Model-based%20Insulin_WOS.pdf |
| _version_ | 1848786374658883584 |
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| author | Wan Muhd Shukeri, Wan Fadzlina Mat Nor, Mohd Basri Jamaludin, Ummu Kulthum Mohamad Suhaimi, Fatanah Abdul Razak, Normy Norfiza Md Ralib, Azrina |
| author_facet | Wan Muhd Shukeri, Wan Fadzlina Mat Nor, Mohd Basri Jamaludin, Ummu Kulthum Mohamad Suhaimi, Fatanah Abdul Razak, Normy Norfiza Md Ralib, Azrina |
| author_sort | Wan Muhd Shukeri, Wan Fadzlina |
| building | IIUM Repository |
| collection | Online Access |
| description | Background and Aims: Currently, there is a lack of real time metric with high sensitivity and specificity to diagnose sepsis. Insulin sensitivity (SI) may be determined in real time using mathematical glucose insulin models; however, its effectiveness as a diagnostic test of sepsis is unknown. Our aims were to determine the levels and diagnostic value of model based SI for identification of sepsis in critically ill patients. Materials and Methods: In this retrospective, cohort study, we analysed SI levels in septic (n = 18) and nonseptic (n = 20) patients at 1 (baseline), 4, 8, 12, 16, 20, and 24 h of their Intensive Care Unit admission. Patients with diabetes mellitus Type I or Type II were excluded from the study. The SI levels were derived by fitting the blood glucose levels, insulin infusion and glucose input rates into the Intensive Control of insulin Nutrition Glucose model. Results: The median SI levels were significantly lower in the sepsis than in the nonsepsis at all follow up time points. The areas under the receiver operating characteristic curve of the model based SI at baseline for discriminating sepsis from nonsepsis was 0.814 (95% confidence interval, 0.675–0.953). The optimal cut-off point of the SI test was 1.573 × 10-4 L/mu/min. At this cut-off point, the sensitivity was 77.8%, specificity was 75%, positive predictive value was 73.7%, and negative predictive value was 78.9%. Conclusions: Model based SI ruled in and ruled out sepsis with fairly high sensitivity and specificity in our critically ill nondiabetic patients. These findings can be used as a foundation for further, prospective investigation in this area. |
| first_indexed | 2025-11-14T17:08:01Z |
| format | Article |
| id | iium-65353 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English English |
| last_indexed | 2025-11-14T17:08:01Z |
| publishDate | 2018 |
| publisher | Wolters Kluwer Medknow Publications |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-653532018-09-12T08:29:53Z http://irep.iium.edu.my/65353/ Levels and diagnostic value of model-based insulin sensitivity in sepsis: a preliminary study Wan Muhd Shukeri, Wan Fadzlina Mat Nor, Mohd Basri Jamaludin, Ummu Kulthum Mohamad Suhaimi, Fatanah Abdul Razak, Normy Norfiza Md Ralib, Azrina R Medicine (General) Background and Aims: Currently, there is a lack of real time metric with high sensitivity and specificity to diagnose sepsis. Insulin sensitivity (SI) may be determined in real time using mathematical glucose insulin models; however, its effectiveness as a diagnostic test of sepsis is unknown. Our aims were to determine the levels and diagnostic value of model based SI for identification of sepsis in critically ill patients. Materials and Methods: In this retrospective, cohort study, we analysed SI levels in septic (n = 18) and nonseptic (n = 20) patients at 1 (baseline), 4, 8, 12, 16, 20, and 24 h of their Intensive Care Unit admission. Patients with diabetes mellitus Type I or Type II were excluded from the study. The SI levels were derived by fitting the blood glucose levels, insulin infusion and glucose input rates into the Intensive Control of insulin Nutrition Glucose model. Results: The median SI levels were significantly lower in the sepsis than in the nonsepsis at all follow up time points. The areas under the receiver operating characteristic curve of the model based SI at baseline for discriminating sepsis from nonsepsis was 0.814 (95% confidence interval, 0.675–0.953). The optimal cut-off point of the SI test was 1.573 × 10-4 L/mu/min. At this cut-off point, the sensitivity was 77.8%, specificity was 75%, positive predictive value was 73.7%, and negative predictive value was 78.9%. Conclusions: Model based SI ruled in and ruled out sepsis with fairly high sensitivity and specificity in our critically ill nondiabetic patients. These findings can be used as a foundation for further, prospective investigation in this area. Wolters Kluwer Medknow Publications 2018-06-18 Article PeerReviewed application/pdf en http://irep.iium.edu.my/65353/1/IJCCM_2018_22_6_402_234574.pdf application/pdf en http://irep.iium.edu.my/65353/7/65353_Levels%20and%20Diagnostic%20Value%20of%20Model-based%20Insulin_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/65353/8/65353_Levels%20and%20Diagnostic%20Value%20of%20Model-based%20Insulin_WOS.pdf Wan Muhd Shukeri, Wan Fadzlina and Mat Nor, Mohd Basri and Jamaludin, Ummu Kulthum and Mohamad Suhaimi, Fatanah and Abdul Razak, Normy Norfiza and Md Ralib, Azrina (2018) Levels and diagnostic value of model-based insulin sensitivity in sepsis: a preliminary study. Indian Journal of Critical Care Medicine, 22 (6). pp. 402-407. ISSN 0972-5229 E-ISSN 1998-359X http://www.ijccm.org/article.asp?issn=0972-5229;year=2018;volume=22;issue=6;spage=402;epage=407;aulast=Muhd;type=0 10.4103/ijccm.IJCCM_92_18 |
| spellingShingle | R Medicine (General) Wan Muhd Shukeri, Wan Fadzlina Mat Nor, Mohd Basri Jamaludin, Ummu Kulthum Mohamad Suhaimi, Fatanah Abdul Razak, Normy Norfiza Md Ralib, Azrina Levels and diagnostic value of model-based insulin sensitivity in sepsis: a preliminary study |
| title | Levels and diagnostic value of model-based insulin sensitivity in sepsis: a preliminary study |
| title_full | Levels and diagnostic value of model-based insulin sensitivity in sepsis: a preliminary study |
| title_fullStr | Levels and diagnostic value of model-based insulin sensitivity in sepsis: a preliminary study |
| title_full_unstemmed | Levels and diagnostic value of model-based insulin sensitivity in sepsis: a preliminary study |
| title_short | Levels and diagnostic value of model-based insulin sensitivity in sepsis: a preliminary study |
| title_sort | levels and diagnostic value of model-based insulin sensitivity in sepsis: a preliminary study |
| topic | R Medicine (General) |
| url | http://irep.iium.edu.my/65353/ http://irep.iium.edu.my/65353/ http://irep.iium.edu.my/65353/ http://irep.iium.edu.my/65353/1/IJCCM_2018_22_6_402_234574.pdf http://irep.iium.edu.my/65353/7/65353_Levels%20and%20Diagnostic%20Value%20of%20Model-based%20Insulin_SCOPUS.pdf http://irep.iium.edu.my/65353/8/65353_Levels%20and%20Diagnostic%20Value%20of%20Model-based%20Insulin_WOS.pdf |