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Huang CY, Yen YH, Hsieh TM, Tsai CH, Hsu SY, Hsieh CH. Evaluating the Impact of Nutritional Risk on Stress-Induced Hyperglycemia and Trauma Patient Outcomes. Healthcare (Basel) 2024; 12:1746. [PMID: 39273770 PMCID: PMC11394849 DOI: 10.3390/healthcare12171746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Revised: 08/26/2024] [Accepted: 08/30/2024] [Indexed: 09/15/2024] Open
Abstract
INTRODUCTION Stress-induced hyperglycemia (SIH) and malnutrition are common in trauma patients and are linked to worse outcomes. This study examined the influence of nutritional status, determined by the Geriatric Nutritional Risk Index (GNRI), on the incidence of SIH in trauma patients. METHODS A retrospective analysis was conducted on adult trauma patients admitted to a Level I trauma center from 1 January 2009 to December 31, 2021. Patients were categorized into four groups: SIH, diabetic hyperglycemia (DH), diabetic normoglycemia (DN), and non-diabetic normoglycemia (NDN). Nutritional status was assessed using GNRI: high risk (GNRI < 82), moderate risk (82 ≤ GNRI < 92), low risk (92 ≤ GNRI ≤ 98), and no risk (GNRI > 98). Incidence of SIH and outcomes were analyzed across GNRI groups. RESULTS SIH was associated with higher mortality across all GNRI groups compared to NDN, with the highest rate (45.7%) in the high-risk group. Mortality decreased as GNRI increased in all glucose groups. NDN patients had the lowest mortality rates across GNRI groups. There was no correlation between GNRI and SIH incidence (p = 0.259). CONCLUSION SIH significantly influenced mortality across all nutritional status groups, with the highest impact in malnourished patients. Although malnutrition did not affect SIH incidence, both SIH and poor nutritional status independently contributed to worse trauma outcomes. Targeted management of hyperglycemia and nutritional deficiencies is crucial for improving survival.
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Affiliation(s)
- Ching-Ya Huang
- Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Yuan-Hao Yen
- Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Ting-Min Hsieh
- Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Ching-Hua Tsai
- Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Shiun-Yuan Hsu
- Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Ching-Hua Hsieh
- Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
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Kim EJ, Cho A, Kim DH, Park HC, Yoon JY, Shon K, Kim E, Koo JR, Lee YK. Geriatric Nutritional Risk Index as a Prognostic Factor for Renal Progression in Patients with Type 2 Diabetes Mellitus. Nutrients 2023; 15:4636. [PMID: 37960289 PMCID: PMC10649929 DOI: 10.3390/nu15214636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 10/29/2023] [Accepted: 10/30/2023] [Indexed: 11/15/2023] Open
Abstract
The aim of this study was to evaluate whether the geriatric nutritional risk index (GNRI) is associated with chronic kidney disease (CKD) progression in patients with type 2 diabetes mellitus (DM). In total, 1100 patients with type 2 DM with a follow-up duration > 1 year were included in this longitudinal study. The risk of CKD progression was assessed according to GNRI quartiles. Patients in the lowest GNRI quartile exhibited a significantly lower estimated glomerular filtration rate (eGFR), compared with those in quartile four. Moreover, these patients had poorer glycemic control and lower hemoglobin levels, body mass index, and albumin levels. Additionally, they exhibited a greater annual decline in eGFR. Multivariate logistic regression analysis showed that old age (>60 years), baseline eGFR, the presence of proteinuria, the use of angiotensin-converting enzyme inhibitors or angiotensin receptor blockers, and low GNRI were significantly associated with CKD progression. GNRI may serve as a valuable predictive tool for identifying the risk of adverse renal outcomes in patients with type 2 DM. It may potentially serve as a more feasible measure for assessing the nutritional status of these patients, as well as for predicting their clinical outcomes.
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Affiliation(s)
- Eun Jung Kim
- Department of Internal Medicine, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong-si 18450, Republic of Korea; (E.J.K.); (J.-R.K.)
- Hallym Kidney Research Institute, Hallym University, Seoul 07441, Republic of Korea; (A.C.); (D.H.K.); (J.Y.Y.); (K.S.); (E.K.)
- Department of Internal Medicine, Graduate School of Kangwon National University, Kangwon 24341, Republic of Korea
| | - Ajin Cho
- Hallym Kidney Research Institute, Hallym University, Seoul 07441, Republic of Korea; (A.C.); (D.H.K.); (J.Y.Y.); (K.S.); (E.K.)
- Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07441, Republic of Korea
| | - Do Hyoung Kim
- Hallym Kidney Research Institute, Hallym University, Seoul 07441, Republic of Korea; (A.C.); (D.H.K.); (J.Y.Y.); (K.S.); (E.K.)
- Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07441, Republic of Korea
| | - Hayne Cho Park
- Hallym Kidney Research Institute, Hallym University, Seoul 07441, Republic of Korea; (A.C.); (D.H.K.); (J.Y.Y.); (K.S.); (E.K.)
- Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07441, Republic of Korea
| | - Joo Yeon Yoon
- Hallym Kidney Research Institute, Hallym University, Seoul 07441, Republic of Korea; (A.C.); (D.H.K.); (J.Y.Y.); (K.S.); (E.K.)
- Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07441, Republic of Korea
| | - Kyungjun Shon
- Hallym Kidney Research Institute, Hallym University, Seoul 07441, Republic of Korea; (A.C.); (D.H.K.); (J.Y.Y.); (K.S.); (E.K.)
- Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07441, Republic of Korea
| | - Eunji Kim
- Hallym Kidney Research Institute, Hallym University, Seoul 07441, Republic of Korea; (A.C.); (D.H.K.); (J.Y.Y.); (K.S.); (E.K.)
- Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07441, Republic of Korea
| | - Ja-Ryong Koo
- Department of Internal Medicine, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong-si 18450, Republic of Korea; (E.J.K.); (J.-R.K.)
- Hallym Kidney Research Institute, Hallym University, Seoul 07441, Republic of Korea; (A.C.); (D.H.K.); (J.Y.Y.); (K.S.); (E.K.)
| | - Young-Ki Lee
- Hallym Kidney Research Institute, Hallym University, Seoul 07441, Republic of Korea; (A.C.); (D.H.K.); (J.Y.Y.); (K.S.); (E.K.)
- Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07441, Republic of Korea
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Kregel HR, Murphy PB, Attia M, Meyer DE, Morris RS, Onyema EC, Adams SD, Wade CE, Harvin JA, Kao LS, Puzio TJ. The Geriatric Nutritional Risk Index as a predictor of complications in geriatric trauma patients. J Trauma Acute Care Surg 2022; 93:195-199. [PMID: 35293374 PMCID: PMC9329178 DOI: 10.1097/ta.0000000000003588] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Malnutrition is associated with increased morbidity and mortality after trauma. The Geriatric Nutritional Risk Index (GNRI) is a validated scoring system used to predict the risk of complications related to malnutrition in nontrauma patients. We hypothesized that GNRI is predictive of worse outcomes in geriatric trauma patients. METHODS This was a single-center retrospective study of trauma patients 65 years or older admitted in 2019. Geriatric Nutritional Risk Index was calculated based on admission albumin level and ratio of actual body weight to ideal body weight. Groups were defined as major risk (GNRI <82), moderate risk (GNRI 82-91), low risk (GNRI 92-98), and no risk (GNRI >98). The primary outcome was mortality. Secondary outcomes included ventilator days, intensive care unit length of stay (LOS), hospital LOS, discharge home, sepsis, pneumonia, and acute respiratory distress syndrome. Bivariate and multivariable logistic regression analyses were performed to determine the association between GNRI risk category and outcomes. RESULTS A total of 513 patients were identified for analysis. Median age was 78 years (71-86 years); 24 patients (4.7%) were identified as major risk, 66 (12.9%) as moderate risk, 72 (14%) as low risk, and 351 (68.4%) as no risk. Injury Severity Scores and Charlson Comorbidity Indexes were similar between all groups. Patients in the no risk group had decreased rates of death, and after adjusting for Injury Severity Score, age, and Charlson Comorbidity Index, the no risk group had decreased odds of death (odds ratio, 0.13; 95% confidence interval, 0.04-0.41) compared with the major risk group. The no risk group also had fewer infectious complications including sepsis and pneumonia, and shorter hospital LOS and were more likely to be discharged home. CONCLUSIONS Major GNRI risk is associated with increased mortality and infectious complications in geriatric trauma patients. Further studies should target interventional strategies for those at highest risk based on GNRI. LEVEL OF EVIDENCE Prognostic and Epidemiologic; Level III.
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Affiliation(s)
- Heather R. Kregel
- Division of Acute Care Surgery, Department of Surgery, McGovern Medical School at UTHealth, Houston, TX
- Center for Surgical Trials and Evidence-based Practice, McGovern Medical School at UTHealth, Houston, TX
- Center for Translational Injury Research, Houston, TX
| | | | - Mina Attia
- Division of Acute Care Surgery, Department of Surgery, McGovern Medical School at UTHealth, Houston, TX
- Center for Surgical Trials and Evidence-based Practice, McGovern Medical School at UTHealth, Houston, TX
| | - David E. Meyer
- Division of Acute Care Surgery, Department of Surgery, McGovern Medical School at UTHealth, Houston, TX
- Center for Surgical Trials and Evidence-based Practice, McGovern Medical School at UTHealth, Houston, TX
- Center for Translational Injury Research, Houston, TX
| | - Rachel S. Morris
- Department of Surgery, Medical College of Wisconsin, Milwaukee, WI
| | - Ezenwa C. Onyema
- Division of Acute Care Surgery, Department of Surgery, McGovern Medical School at UTHealth, Houston, TX
| | - Sasha D. Adams
- Division of Acute Care Surgery, Department of Surgery, McGovern Medical School at UTHealth, Houston, TX
- Center for Surgical Trials and Evidence-based Practice, McGovern Medical School at UTHealth, Houston, TX
- Center for Translational Injury Research, Houston, TX
| | - Charles E. Wade
- Division of Acute Care Surgery, Department of Surgery, McGovern Medical School at UTHealth, Houston, TX
- Center for Translational Injury Research, Houston, TX
| | - John A. Harvin
- Division of Acute Care Surgery, Department of Surgery, McGovern Medical School at UTHealth, Houston, TX
- Center for Surgical Trials and Evidence-based Practice, McGovern Medical School at UTHealth, Houston, TX
- Center for Translational Injury Research, Houston, TX
| | - Lillian S. Kao
- Division of Acute Care Surgery, Department of Surgery, McGovern Medical School at UTHealth, Houston, TX
- Center for Surgical Trials and Evidence-based Practice, McGovern Medical School at UTHealth, Houston, TX
- Center for Translational Injury Research, Houston, TX
| | - Thaddeus J. Puzio
- Division of Acute Care Surgery, Department of Surgery, McGovern Medical School at UTHealth, Houston, TX
- Center for Surgical Trials and Evidence-based Practice, McGovern Medical School at UTHealth, Houston, TX
- Center for Translational Injury Research, Houston, TX
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