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Kaki PC, Patel AM, Brant JA, Cannady SB, Rajasekaran K, Brody RM, Carey RM. Geriatric Nutritional Risk Index and Postoperative Outcomes Following Head and Neck Cancer Surgery. Head Neck 2024. [PMID: 39737859 DOI: 10.1002/hed.28052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 12/15/2024] [Accepted: 12/16/2024] [Indexed: 01/01/2025] Open
Abstract
BACKGROUND The geriatric nutritional risk index (GNRI) is a tool to assess preoperative nutritional status that can be calculated simply based on height, weight, and serum albumin. This study assesses the utility of GNRI in predicting postoperative complications in patients undergoing major head and neck cancer (HNC) surgery. METHODS Retrospective review of the 2016-2020 National Surgical Quality Improvement Program database. Patients were categorized into GNRI > 98 (normal nutritional status), GNRI 92-98 (moderate malnutrition status), and GNRI < 92 (severe malnutrition status). Univariable and multivariable binary logistic regression analyses were performed. RESULTS Sixteen thousand seven hundred eight-nine patients undergoing HNC resection were included. On multivariable analysis, moderate and severe malnourishment based on GNRI remained significantly associated with any surgical complication, any medical complication, any complication, Clavien-Dindo grade IV complications, and 30-day mortality. CONCLUSIONS GNRI may have utility as a potentially modifiable preoperative prognostic factor that can be optimized to improve complications and mortality following HNC resection. LEVEL OF EVIDENCE Level 4.
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Affiliation(s)
- Praneet C Kaki
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Aman M Patel
- Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - Jason A Brant
- Division of Otolaryngology-Head and Neck Surgery, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Steven B Cannady
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Karthik Rajasekaran
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Otolaryngology, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania, USA
| | - Robert M Brody
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Otolaryngology, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania, USA
| | - Ryan M Carey
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Otolaryngology, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania, USA
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Liimakka AP, Farid AR, Zhu L, Monette PJ, Varady NH, Lange JK, Javedan H, Chen AF. Perioperative Geriatrician Assessment Is Associated with a Lower Risk of Emergency Department Visits After Total Joint Arthroplasty. J Bone Joint Surg Am 2024:00004623-990000000-01291. [PMID: 39715294 DOI: 10.2106/jbjs.23.01157] [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: 12/25/2024]
Abstract
BACKGROUND Previous research has underscored the benefits of geriatrician consultation in improving outcomes for older patients undergoing hip fracture repair, highlighting enhanced functional outcomes and reduced morbidity. However, the impact of geriatrician care in outcomes for patients undergoing elective total joint arthroplasty (TJA) has yet to be described. We aimed to determine whether preoperative or postoperative geriatrician involvement was associated with differences in the length of hospital stay and emergency department (ED) visits after TJA. METHODS This retrospective cohort study screened the medical records of patients ≥65 years of age undergoing primary elective TJA in a network of tertiary hospitals. Geriatrician consultations occurring within a period spanning 90 days before to 90 days after TJA were recorded. Bivariate analysis and multivariable regression models were used to assess the relationship between receiving these consultations and changes in the length of stay and ED visits. RESULTS A total of 16,076 patients undergoing primary TJA were included. Of these surgical procedures, 9,677 (60.2%) were total knee arthroplasties and 6,087 (37.9%) were total hip arthroplasties; 1,416 (8.8%) of cases had geriatrician visits. Patients had lower odds of requiring postoperative ED visits when they had at least 1 geriatrician appointment within the week preceding an arthroplasty (odds ratio [OR], 0.97 [95% confidence interval (CI), 0.68 to 0.99]; p = 0.005). This effect was most notable for 65-year-old patients (OR, 0.66 [95% CI, 0.45 to 0.98]). CONCLUSION This study reports promising evidence supporting the benefits of perioperative geriatrician visits on TJA outcomes. Preoperative visits were shown to be associated with decreased odds of ED visits after TJA in patients for up to 90 days postoperatively. Thus, geriatrician involvement in elective TJAs has the potential to improve outcomes and reduce morbidity and costs for patients and reduce costs for surgeons and institutions. LEVEL OF EVIDENCE Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Adriana P Liimakka
- Harvard Medical School, Boston, Massachusetts
- Department of Orthopaedic Surgery, Brigham & Women's Hospital, Boston, Massachusetts
| | | | - Lillian Zhu
- Harvard Medical School, Boston, Massachusetts
| | - Patrick J Monette
- Department of Anesthesiology, University of Virginia Medical Center, Charlottesville, Virginia
| | - Nathan H Varady
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY
| | - Jeffrey K Lange
- Harvard Medical School, Boston, Massachusetts
- Department of Orthopaedic Surgery, Brigham & Women's Hospital, Boston, Massachusetts
| | - Houman Javedan
- Harvard Medical School, Boston, Massachusetts
- Department of Orthopaedic Surgery, Brigham & Women's Hospital, Boston, Massachusetts
- Division of Aging, Department of Medicine, Brigham & Women's Hospital, Boston, Massachusetts
| | - Antonia F Chen
- Harvard Medical School, Boston, Massachusetts
- Department of Orthopaedic Surgery, University of Texas Southwestern, Dallas, Texas
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Liu SH, Mahboubi Ardakani R, Loyst RA, Cerri-Droz P, Komatsu DE, Wang ED. Severe malnutrition predicts early postoperative complications in aseptic revision total shoulder arthroplasty. Shoulder Elbow 2024:17585732241306303. [PMID: 39713258 PMCID: PMC11660103 DOI: 10.1177/17585732241306303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Revised: 11/22/2024] [Accepted: 11/24/2024] [Indexed: 12/24/2024]
Abstract
Background This study investigates the association between the Geriatric Nutritional Risk Index (GNRI), a simple readily available measure of malnutrition risk, and 30-day postoperative complications following revision total shoulder arthroplasty (TSA). Methods The American College of Surgeons National Surgical Quality Improvement Program database was queried for all patients who underwent TSA between 2015 and 2022. The study population was divided into three groups based on preoperative GNRI: normal/reference (GNRI > 98), moderate malnutrition (92 ≤ GNRI ≤ 98), and severe malnutrition (GNRI < 92). Logistic regression analysis was conducted to investigate the connection between preoperative GNRI and postoperative complications. Results Compared to normal nutrition, moderate malnutrition was not independently associated with postoperative complications. Compared to normal nutrition, severe malnutrition was independently associated with a greater likelihood of experiencing any complication (odds ratio (OR) 3.08, 95% confidence interval (CI) 1.80-5.27; P < 0.001), blood transfusions (OR 3.68, 95% CI 1.40-9.66; P = 0.008), non-home discharge (OR 2.99, 95% CI 1.50-5.98; P = 0.002), and length of stay >2 days (OR 3.10, 95% CI 1.77-5.42; P < 0.001). Discussion Severe malnutrition based on GNRI is a predictor of early complications following revision TSA, however moderate malnutrition is not.
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Affiliation(s)
- Steven H Liu
- Department of Orthopaedics, Keck Medicine of University of Southern California, Los Angeles, CA, USA
| | | | - Rachel A Loyst
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
| | | | - David E Komatsu
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
| | - Edward D Wang
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
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Wang Q, Zhou Y, Jing F, Feng Y, Ma J, Xue P, Dong Z. Effects of acute-phase COVID-19-related indicators on pulmonary fibrosis and follow-up evaluation. Eur J Med Res 2024; 29:585. [PMID: 39696619 DOI: 10.1186/s40001-024-02197-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Accepted: 12/04/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Post-COVID-19 pulmonary fibrosis is a significant long-term respiratory morbidity affecting patients' respiratory health. This exploratory study aims to investigate the incidence, clinical characteristics, and acute-phase risk factors for pulmonary fibrosis in COVID-19 patients. Additionally, it evaluates pulmonary function and chest CT outcomes to provide clinical evidence for the early identification of high-risk patients and the prevention of post-COVID-19 pulmonary fibrosis. METHODS We retrospectively analyzed 595 patients hospitalized for COVID-19 from January 2022 to July 2023. Patients were divided into fibrosis and nonfibrosis groups on the basis of imaging changes. Baseline data, including demographics, disease severity, laboratory indicators, and chest imaging characteristics, were collected. Univariate and multivariate logistic regression analyses were performed to identify independent risk factors for pulmonary fibrosis. Pulmonary function and chest CT follow-ups were conducted for the fibrosis group. The data were processed via SPSS 26.0, with P < 0.05 considered statistically significant. RESULTS The incidence of pulmonary fibrosis was 4.37%, with 2.08% in moderate cases and 8.22% in severe cases. Significant differences were found between the fibrosis and nonfibrosis groups in sex; disease severity; NLR; ALB and LDH levels; and percentages of lung reticular lesions, consolidations, and GGOs (P < 0.05). Multivariate analysis revealed LDH (OR = 1.004, 95% CI 1.000-1.007, P = 0.035), ALB (OR = 0.871, 95% CI 0.778-0.974, P = 0.015), lung reticular lesion volume (OR = 1.116, 95% CI 1.040-1.199, P = 0.002), and lung consolidation volume (OR = 1.131, 95% CI 1.012-1.264, P = 0.030) as independent risk factors. The follow-up results revealed significant improvements in pulmonary function, specifically in the FVC%, FEV1%, and DLCO%, but not in the FEV1/FVC. Quantitative chest CT analysis revealed significant differences in lung reticular lesions, consolidation, and GGO volumes but no significant difference in honeycomb volume. CONCLUSIONS The incidence of pulmonary fibrosis post-COVID-19 increases with disease severity. LDH, ALB, lung reticular lesions, and consolidation volume are independent risk factors for patients with fibrosis.
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Affiliation(s)
- Qiong Wang
- Health Science Center, Ningbo University, Ningbo, 315211, China
- Department of Respiratory Infection, ZhenHai Hospital of Traditional Chinese Medicine, Ningbo, 315200, China
| | - Ying Zhou
- Department of Respiratory and Critical Care Medicine, Ningbo No. 2 Hospital, Ningbo, 315010, China
| | - Fangxue Jing
- Health Science Center, Ningbo University, Ningbo, 315211, China
- Department of Respiratory and Critical Care Medicine, Ningbo No. 2 Hospital, Ningbo, 315010, China
| | - Yingying Feng
- Health Science Center, Ningbo University, Ningbo, 315211, China
- Department of Respiratory and Critical Care Medicine, Ningbo No. 2 Hospital, Ningbo, 315010, China
| | - JiangPo Ma
- Department of Respiratory and Critical Care Medicine, Ningbo No. 2 Hospital, Ningbo, 315010, China
- CiXi Biomedical Research Institute, WenZhou Medical University, Zhejiang, China
| | - Peng Xue
- Hainan University School of Mechanical and Electrical Engineering, Hainan, 570228, China
| | - Zhaoxing Dong
- Department of Respiratory and Critical Care Medicine, Ningbo No. 2 Hospital, Ningbo, 315010, China.
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Liu H, Tang Y, Zhou Q, Zhang J, Li X, Gu H, Hu B, Li Y. The Interrelation of Blood Urea Nitrogen-to-Albumin Ratio with Three-Month Clinical Outcomes in Acute Ischemic Stroke Cases: A Secondary Analytical Exploration Derived from a Prospective Cohort Study. Int J Gen Med 2024; 17:5333-5347. [PMID: 39574467 PMCID: PMC11578920 DOI: 10.2147/ijgm.s483505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Accepted: 10/31/2024] [Indexed: 11/24/2024] Open
Abstract
Objective This study targeted elucidating the intricate correlation of the blood urea nitrogen (BUN)-to-albumin (BUN/Alb) ratio with adverse outcomes (AOs) at 3-month in acute ischemic stroke (AIS) cases within a Korean cohort. Methods The cohort involved a comprehensive dataset of 1850 AIS cases from a South Korean hospital, spanning from January 2010 to December 2016. To discern the linear relationship of the BUN/Alb ratio with AOs in AIS cases, utilization of a binary logistic regression model (BLRM) was implemented. Additionally, it was attempted to utilize sophisticated statistical techniques, such as generalized additive models (GAMs) and smooth curve fitting methods, to unravel the nonlinear association of the BUN/Alb ratio with AOs in such patients. Results The incidence of AOs was determined to be 28.49%, with the median BUN/Alb ratio being 3.85. After adjusting for a number of covariates, the BLRM disclosed that the linear association of BUN/Alb ratio with the risk of AOs particularly in AIS cases did not achieve statistical significance. However, a noticeable nonlinear relationship emerged, with an inflection point identified at 2.86. To the left of this inflection point, the relationship is not statistically significant. On the right side of the inflection point, there was a remarkable 9.47% rise in the risk of AOs (odds ratio (OR) = 1.09, 95% confidence interval (CI): 1.00, 1.19, P = 0.04). Conclusion The outcomes illuminate the complex and nonlinear relationship of the BUN/Alb ratio with 3-month AOs in AIS cases. This study established a robust groundwork for the future research, underscoring the potential clinical utility of monitoring the BUN/Alb ratio to enhance the prognostic assessment and management of AIS cases.
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Affiliation(s)
- Hongjuan Liu
- Changde Hospital, Xiangya School of Medicine, Central South University, Changde, 415000, People’s Republic of China
| | - Yanli Tang
- Changde Hospital, Xiangya School of Medicine, Central South University, Changde, 415000, People’s Republic of China
| | - Quan Zhou
- Changde Hospital, Xiangya School of Medicine, Central South University, Changde, 415000, People’s Republic of China
| | - Jing Zhang
- Lixian People’s Hospital, Changsha Medical University, Lixian, 415500, People’s Republic of China
| | - Xin Li
- Changde Hospital, Xiangya School of Medicine, Central South University, Changde, 415000, People’s Republic of China
| | - Hui Gu
- Changde Hospital, Xiangya School of Medicine, Central South University, Changde, 415000, People’s Republic of China
| | - Bohong Hu
- Changde Hospital, Xiangya School of Medicine, Central South University, Changde, 415000, People’s Republic of China
| | - Yandeng Li
- Changde Hospital, Xiangya School of Medicine, Central South University, Changde, 415000, People’s Republic of China
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Shiraishi S, Fujiwara T, Nabeshima A, Iida K, Endo M, Matsumoto Y, Oda Y, Nakashima Y. Geriatric nutritional risk index as a predictor for surgical site infection in malignant musculoskeletal tumours of the trunk. Jpn J Clin Oncol 2024; 54:1158-1164. [PMID: 39037963 DOI: 10.1093/jjco/hyae095] [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: 04/23/2024] [Accepted: 07/12/2024] [Indexed: 07/24/2024] Open
Abstract
BACKGROUND AND OBJECTIVE Surgical site infection (SSI) is common in surgery for malignant musculoskeletal tumours, specifically those arising from the trunk. In this study, we investigated the risk factors for SSI after resection of musculoskeletal tumours of the trunk. METHODS This retrospective observational study included 125 patients (72 males, 53 females) with musculoskeletal tumours of the trunk in our hospital from 1 April 2008 to 31 August 2023. The incidence of SSI and its risk factors were investigated. RESULTS SSI was observed in 26% (32/125), and the median time to SSI was 22 days. On multivariate analysis, the following were identified as risk factors for SSI: tumours arising caudal to Jacoby's line (hazard ratio [HR] 4.04; P = .0107), soft tissue reconstruction (HR 3.43; P = .0131), and low Geriatric Nutritional Risk Index (GNRI) (HR 0.96; P = .0304). Patients were classified into two risk categories based on GNRI scores: the risk group (GNRI ≤98) and no risk group (>98). The risk group showed a significantly lower overall noninfection survival rate (P = .023). CONCLUSION Tumours arising caudal to Jacoby line, soft tissue reconstruction, and lower GNRI were risk factors for SSI. Preoperative and postoperative nutritional interventions should be considered to improve GNRI.
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Affiliation(s)
- Sakura Shiraishi
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Toshifumi Fujiwara
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Akira Nabeshima
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Keiichiro Iida
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Makoto Endo
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yoshihiro Matsumoto
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
- Department of Orthopaedic Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Yoshinao Oda
- Department of Anatomic Pathology, Pathological Sciences, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yasuharu Nakashima
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
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Alam JS, Easmin S, Bou Monsef J, Paulino C. The Geriatric Nutritional Risk Index Is an Independent Predictor for Adverse Outcomes After Anterior Cervical Discectomy and Fusion. World Neurosurg 2024; 189:e260-e266. [PMID: 38871286 DOI: 10.1016/j.wneu.2024.06.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Accepted: 06/07/2024] [Indexed: 06/15/2024]
Abstract
BACKGROUND Malnutrition frequently is associated with increased complications and worse outcomes after surgery. The purpose of this study was to determine whether malnutrition status determined using the Geriatric Nutritional Risk Index (GNRI) can serve as an independent risk factor for complications in patients undergoing anterior cervical discectomy and fusion (ACDF). METHODS The American College of Surgeons National Surgical Quality Improvement Program database was queried from 2011 to 2016 for patients age ≥65 years who underwent ACDF. Patients were categorized into 3 groups based on the GNRI: >98, normal nutritional status; 92-98, moderately malnourished; and <92, severely malnourished. Multivariate logistic regression models adjusted for covariates of demographics, comorbidities, and operative metrics were used to evaluate GNRI as an independent risk factor for postoperative outcomes. RESULTS A total of 3148 patients who underwent ACDF were analyzed, of whom 78.9% had normal nutrition, 16.1% were moderately malnourished, and 5.0% patients were severely malnourished. On multivariate analysis, moderate and severe malnutrition were found to be independent risk factors for any complication, pulmonary complications, pneumonia, unplanned intubation, and hospital length of stay >6 days (P < 0.05 for all). In addition, moderate malnutrition was a risk factor for failure to wean from ventilation for >48 hours and 30-day readmission. Severe malnutrition was an independent risk factor for septic shock and nonhome discharge. CONCLUSIONS In elderly patients after ACDF, malnutrition determined using GNRI is an independent risk factor for 30-day complications, readmissions, prolonged hospital length of stay, and nonhome discharge.
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Affiliation(s)
- Juhayer S Alam
- Department of Orthopedic Surgery and Rehabilitation Medicine, State University of New York, Downstate Health Sciences University, Brooklyn, NY.
| | - Shuma Easmin
- Department of Orthopedic Surgery and Rehabilitation Medicine, State University of New York, Downstate Health Sciences University, Brooklyn, NY
| | - Jad Bou Monsef
- Department of Orthopedic Surgery and Rehabilitation Medicine, State University of New York, Downstate Health Sciences University, Brooklyn, NY
| | - Carl Paulino
- Department of Orthopedic Surgery and Rehabilitation Medicine, State University of New York, Downstate Health Sciences University, Brooklyn, NY
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Yu J, Park JY, Kim CS, Lee BJ, Seo H, Park JB, Seo YJ, Kim YK. Geriatric Nutritional Risk Index and 30-Day Postoperative Mortality in Geriatric Burn Patients. J Surg Res 2024; 301:610-617. [PMID: 39094519 DOI: 10.1016/j.jss.2024.07.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 06/19/2024] [Accepted: 07/07/2024] [Indexed: 08/04/2024]
Abstract
INTRODUCTION The geriatric nutritional risk index (GNRI) can easily identify malnutrition-associated morbidity and mortality. We investigated the association between preoperative GNRI and 30-d mortality in geriatric burn patients who underwent surgery. METHODS The study involved geriatric burn patients (aged ≥ 65 y) who underwent burn surgery between 2012 and 2022. The GNRI was computed using the following formula: 1.489 × serum albumin concentration (mg/L) + 41.7 × patient body weight/ideal body weight. Patients were dichotomized into the high GNRI (≥ 82) and low GNRI (< 82) groups. GNRI was evaluated as an independent predictor of 30-d postoperative mortality. The study also evaluated the association between GNRI and sepsis, the need for continuous renal replacement therapy (CRRT), major adverse cardiac events (MACE), and pneumonia. RESULTS Out of 270 patients, 128 (47.4%) had low GNRI (< 82). Multivariate Cox regression analysis revealed that low GNRI was significantly associated with 30-d postoperative mortality (hazard ratio: 1.874, 95% confidence interval [CI]: 1.146-3.066, P = 0.001). Kaplan-Meier analysis revealed that the 30-day mortality rate differed significantly between the low and high GNRI groups (log-rank test, P < 0.001). The 30-d postoperative mortality (hazard ratio: 2.677, 95% CI: 1.536-4.667, P < 0.001) and the incidence of sepsis (odds ratio [OR]: 2.137, 95% CI: 1.307-3.494, P = 0.004), need for CRRT (OR: 1.919, 95% CI: 1.101-3.344, P = 0.025), MACE (OR: 1.680, 95% CI: 1.018-2.773, P = 0.043), and pneumonia (OR: 1.678, 95% CI: 1.019-2.764, P = 0.044), were significantly higher in the low GNRI group than in the high GNRI group. CONCLUSIONS Preoperative low GNRI was associated with increased 30-d postoperative mortality, sepsis, need for CRRT, MACE, and pneumonia in geriatric burn patients.
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Affiliation(s)
- Jihion Yu
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jun-Young Park
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Chan-Sik Kim
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Bong Jae Lee
- Department of Anesthesiology and Pain Medicine, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Republic of Korea
| | - Hyungseok Seo
- Department of Anesthesiology and Pain Medicine, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Republic of Korea
| | - Jong Bum Park
- Department of Anesthesiology and Pain Medicine, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Republic of Korea
| | - Young Joo Seo
- Department of Anesthesiology and Pain Medicine, Hangang Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Republic of Korea.
| | - Young-Kug Kim
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
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Shitara H, Ichinose T, Sasaki T, Hamano N, Kamiyama M, Miyamoto R, Ino F, Nakase K, Honda A, Yamamoto A, Takagishi K, Chikuda H. Preoperative Nutrition Impacts Retear Rate After Arthroscopic Rotator Cuff Repair. J Bone Joint Surg Am 2024:00004623-990000000-01179. [PMID: 39213337 DOI: 10.2106/jbjs.23.01189] [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: 09/04/2024]
Abstract
BACKGROUND A rotator cuff retear following arthroscopic rotator cuff repair (ARCR) is a concern in older patients. However, only a few of its risk factors are amenable to preoperative intervention. We aimed to elucidate the relationship between preoperative nutritional status and rotator cuff retears after ARCR. METHODS This single-center retrospective study included patients aged ≥65 years with rotator cuff tears who underwent ARCR. The Geriatric Nutritional Risk Index (GNRI) was used to assess preoperative nutritional status. Data collection encompassed patient demographics, clinical assessments, and surgical specifics. Patients were divided into healed and retear groups based on 2-year post-ARCR magnetic resonance imaging results. Logistic regression analysis was conducted to adjust for confounding factors and detect independent risk factors for retears. The GNRI cutoff value for retear prediction was determined by a stratum-specific likelihood ratio; clinical outcomes were compared based on the cutoff values obtained. RESULTS Overall, 143 patients were included. The retear rate was 20.3%. The albumin level, GNRI, postoperative shoulder strength of abduction and external rotation, and postoperative Japanese Orthopaedic Association and Constant scores in the retear group were significantly lower than those in the healed group. The logistic regression analysis showed that low risk of morbidity and mortality (compared with no risk) based on the GNRI (odds ratio [OR], 3.39) and medial-lateral tear size per mm (OR = 1.10) were independent risk factors for a retear 2 years after ARCR. Stratum-specific likelihood ratio analysis identified data-driven strata as GNRI < 103, 103 ≤ GNRI < 109, and GNRI ≥ 109. Univariate analysis showed that patients with GNRI < 103 had a significantly higher retear risk than those with 103 ≤ GNRI < 109 and those with GNRI ≥ 109. Logistic regression analysis showed that GNRI < 103 compared with 103 ≤ GNRI < 109 (OR = 3.88) and GNRI < 103 compared with GNRI ≥ 109 (OR = 5.62), along with the medial-lateral tear size per mm (OR = 1.10), were independent risk factors for a retear at 2 years after ARCR. CONCLUSIONS When assessing the risk of a retear after ARCR, GNRI ≥ 103 may indicate good preoperative nutritional status. However, more data are essential to ascertain the importance of this finding. LEVEL OF EVIDENCE Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Hitoshi Shitara
- Department of Orthopaedic Surgery, Gunma University Graduate School of Medicine, Maebashi, Gunma, Japan
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Xu JR, Kosanam A, Arianpour K, Lamarre ED, Hyland CG, Ciolek PJ. Preoperative Hypoalbuminemia Predicts 30-day Complications in Head and Neck Microvascular Surgery. Laryngoscope 2024. [PMID: 39166736 DOI: 10.1002/lary.31716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 05/28/2024] [Accepted: 08/06/2024] [Indexed: 08/23/2024]
Abstract
INTRODUCTION Hypoalbuminemia, a marker for poor nutritional status, has been associated with postoperative complications, including head and neck cancer surgery. This study investigates the impact of hypoalbuminemia on head and neck microvascular free tissue transfer reconstruction. METHODS This retrospective cohort study queried the 2005-2021 American College of Surgeons National Surgical Quality Improvement Program databases. Reconstructive cases performed by otolaryngologists (CPT: 15756, 15757, 15758, 15842, 20955, 20956, 20957, 20962, 20969, 20970, 20972, 20973, 43116, 43496, 49006, and 49906) with available preoperative albumin, BMI, and age were included. Hypoalbuminemia was defined as a preoperative albumin <3.5 g/dL. Univariate and multivariable logistic regression were performed. RESULTS A total of 3,886 cases met the inclusion criteria, of which 835 (21.5%) had hypoalbuminemia. The hypoalbuminemia cohort was older, had lower BMI, had higher ASA classification, and had worse functional health status. Adjusted multivariable logistic regression showed that hypoalbuminemia was associated with unplanned return to the operating room within 30 days (OR: 1.36, p < 0.01), unplanned reoperation (OR: 1.36, p < 0.01), any complication (OR: 1.77, p < 0.01), surgical complications (OR: 1.94, p < 0.01), and medical complications (OR: 1.34, p = 0.01). Hypoalbuminemia was correlated with a longer hospital stay, superficial surgical site infection, wound dehiscence, transfusion, deep vein thrombosis, and acute renal failure. CONCLUSION Hypoalbuminemia is a risk factor for postoperative complications after microvascular free tissue transfer for head and neck reconstruction. This study suggests that preoperative optimization of hypoalbuminemia may be beneficial for these patients. LEVEL OF EVIDENCE 3 Laryngoscope, 2024.
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Affiliation(s)
- James R Xu
- Case Western Reserve University School of Medicine, Cleveland, Ohio, U.S.A
- Head and Neck Institute, Cleveland Clinic, Cleveland, Ohio, U.S.A
| | - Anish Kosanam
- Case Western Reserve University School of Medicine, Cleveland, Ohio, U.S.A
- Head and Neck Institute, Cleveland Clinic, Cleveland, Ohio, U.S.A
| | | | - Eric D Lamarre
- Head and Neck Institute, Cleveland Clinic, Cleveland, Ohio, U.S.A
| | | | - Peter J Ciolek
- Head and Neck Institute, Cleveland Clinic, Cleveland, Ohio, U.S.A
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Lung BE, Liu SH, Burgan J, Loyst RA, Tedesco A, Nicholson JJ, McMaster WC, Yang S, Stitzlein R. Revision Total Hip Arthroplasty: Evaluating the Utility of the Geriatric Nutritional Risk Index as a Risk Stratification Tool. Arthroplast Today 2024; 28:101430. [PMID: 38983939 PMCID: PMC11231559 DOI: 10.1016/j.artd.2024.101430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 03/22/2024] [Accepted: 05/01/2024] [Indexed: 07/11/2024] Open
Abstract
Background This study investigates the association between the Geriatric Nutritional Risk Index (GNRI), a measure of malnutrition risk, and 30-day postoperative complications following revision total hip arthroplasty (rTHA). Methods The American College of Surgeons National Surgical Quality Improvement Program database was queried for all patients ≥65 who underwent aseptic rTHA between 2015 and 2021. The final study population (n = 7119) was divided into 3 groups based on preoperative GNRI: normal/reference (GNRI >98) (n = 4342), moderate malnutrition (92 ≤ GNRI ≤98) (n = 1367), and severe malnutrition (GNRI <92) (n = 1410). Multivariate logistic regression analysis was conducted to investigate the association between preoperative GNRI and 30-day postoperative complications. Results After controlling for significant covariates, the risk of experiencing any postoperative complications was significantly higher with both moderate (odds ratio [OR] 2.08, P < .001) and severe malnutrition (OR 8.79, P < .001). Specifically, moderate malnutrition was independently and significantly associated with deep vein thrombosis (OR 1.01, P = .044), blood transfusions (OR 1.78, P < .001), nonhome discharge (OR 1.83, P < .001), readmission (OR 1.27, P = .035), length of stay >2 days (OR 1.98, P < .001), and periprosthetic fracture (OR 1.54, P = .020). Severe malnutrition was independently and significantly associated with sepsis (OR 3.67, P < .001), septic shock (OR 3.75, P = .002), pneumonia (OR 2.73, P < .001), urinary tract infection (OR 2.04, P = .002), deep vein thrombosis (OR 1.01, P = .001), pulmonary embolism (OR 2.47, P = .019), acute renal failure (OR 8.44, P = .011), blood transfusions (OR 2.78, P < .001), surgical site infection (OR 2.59, P < .001), nonhome discharge (OR 3.36, P < .001), readmission (OR 1.69, P < .001), unplanned reoperation (OR 1.97, P < .001), length of stay >2 days (OR 5.41, P < .001), periprosthetic fractures (OR 1.61, P = .015), and mortality (OR 2.63, P < .001). Conclusions Malnutrition has strong predictive value for short-term postoperative complications and has potential as an adjunctive risk stratification tool for geriatric patients undergoing rTHA.
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Affiliation(s)
- Brandon E Lung
- Department of Orthopaedic Surgery, University of California Irvine, Orange, CA, USA
| | - Steven H Liu
- Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - Jane Burgan
- Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - Rachel A Loyst
- Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - Amanda Tedesco
- School of Medicine, University of California Irvine, Irvine, CA, USA
| | - James J Nicholson
- Department of Orthopaedic Surgery, Stony Brook University, Stony Brook, NY, USA
| | - William C McMaster
- Department of Orthopaedic Surgery, University of California Irvine, Orange, CA, USA
| | - Steven Yang
- Department of Orthopaedic Surgery, University of California Irvine, Orange, CA, USA
| | - Russell Stitzlein
- Department of Orthopaedic Surgery, University of California Irvine, Orange, CA, USA
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Domecky P, Rejman Patkova A, Zaloudkova L, Kucera T, Sponer P, Maly J. Rethinking risk prediction: The role of albumin and other parameters in implant-associated complications after hip or knee arthroplasty. PLoS One 2024; 19:e0306468. [PMID: 39074134 DOI: 10.1371/journal.pone.0306468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 06/18/2024] [Indexed: 07/31/2024] Open
Abstract
BACKGROUND Total hip (THA) or knee (TKA) arthroplasty is still a traumatic and challenging operation that induces inflammation, with a particularly high risk of acute-phase reaction. The aim of this study was to predict the likelihood of implant-associated complications during the preoperative and postoperative course. METHODS The prospective observational, non-interventional study of patients diagnosed with primary knee or hip osteoarthrosis undergoing THA or TKA during the study period was conducted. The inflammatory and malnutrition parameters were collected for each patient one day before surgery, two days after surgery, and in outpatient follow-up. RESULTS Of 159 patients analysed, 12 developed implant-associated complications. The albumin, prealbumin, Intensive Care Infection Score (ICIS), Nutritional Risk Index, and white blood cell counts were found to be potential predictors. Notably, preoperative albumin levels significantly differed between groups with and without complications (P-value = 0.042). CONCLUSION Our study definitively shows that WBC, prealbumin, Nutritional Risk Index, ICIS as a novel marker, and significantly albumin, outperform C-reactive protein in predicting implant-associated complications in hip and knee arthroplasty.
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Affiliation(s)
- Petr Domecky
- Department of Social and Clinical Pharmacy, Faculty of Pharmacy in Hradec Kralove, Charles University, Prague, Czech Republic
| | - Anna Rejman Patkova
- Department of Social and Clinical Pharmacy, Faculty of Pharmacy in Hradec Kralove, Charles University, Prague, Czech Republic
| | - Lenka Zaloudkova
- Department of Clinical Biochemistry and Diagnostics and Osteocenter, University Hospital Hradec Kralove, Hradec Králové, Czech Republic
| | - Tomas Kucera
- Department of Orthopedic Surgery, University Hospital Hradec Kralove, Charles University, Faculty of Medicine in Hradec Kralove, Hradec Králové, Czech Republic
| | - Pavel Sponer
- Department of Orthopedic Surgery, University Hospital Hradec Kralove, Charles University, Faculty of Medicine in Hradec Kralove, Hradec Králové, Czech Republic
| | - Josef Maly
- Department of Social and Clinical Pharmacy, Faculty of Pharmacy in Hradec Kralove, Charles University, Prague, Czech Republic
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Cho H, Choi J, Lee H. Preoperative nutritional status and postoperative health outcomes in older adults undergoing spine surgery: Electronic health records analysis. Geriatr Nurs 2024; 57:103-108. [PMID: 38603951 DOI: 10.1016/j.gerinurse.2024.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Revised: 03/04/2024] [Accepted: 04/03/2024] [Indexed: 04/13/2024]
Abstract
AIM To examine whether a high nutritional risk status, assessed via the Geriatric Nutritional Risk Index (GNRI), is independently associated with postoperative health outcomes, including unplanned intensive care unit (ICU) admissions, infectious complications, and prolonged length of stay in older patients undergoing spine surgery. METHODS We conducted a retrospective descriptive study analyzing electronic health records from a tertiary hospital, including data from 1,014 patients aged ≥70 undergoing elective spine surgery between February 2013 and March 2023. RESULTS High nutritional risk patients had significantly higher odds of unplanned ICU admission, infectious complications, and prolonged length of stay compared to low-risk patients. For each one-point increase in GNRI, there was a significant 0.91- and 0.95-fold decrease in the odds of unplanned ICU admission and infectious complications, respectively. CONCLUSION GNRI screening in older patients before spine surgery may have potential to identify those at elevated risk for postoperative adverse outcomes.
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Affiliation(s)
- Hyeonmi Cho
- Mo-Im Kim Nursing Research Institute, Yonsei University College of Nursing, Seoul, South Korea
| | - Jeongeun Choi
- Department of Nursing, Yonsei University Graduate School, Seoul, South Korea
| | - Hyangkyu Lee
- Mo-Im Kim Nursing Research Institute, Yonsei University College of Nursing, Seoul, South Korea.
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Wu W, Lu W, Hong D, Yu X, Xiong L. Association Between Hemoglobin-Albumin-Lymphocyte-Platelet Index and Mortality in Hospitalized COVID-19 Omicron BA.2 Infected Patients. Infect Drug Resist 2024; 17:1467-1476. [PMID: 38628242 PMCID: PMC11020245 DOI: 10.2147/idr.s451613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 03/13/2024] [Indexed: 04/19/2024] Open
Abstract
Background The hemoglobin-albumin-lymphocyte-platelet (HALP) index is a novel biomarker reflecting systemic inflammation and nutritional status which are important for coronavirus disease 2019 (COVID-19) mortality. However, the association between HALP and mortality in patients with COVID-19 has yet to be investigated. Methods A cohort of COVID-19 Omicron BA.2 infected patients admitted to the Shanghai Fourth People's Hospital, School of Medicine, Tongji University from April 12, 2022 to June 17, 2022 was retrospectively analyzed. Laboratory examinations on hospital admission, including hemoglobin, albumin, and lymphocyte and platelet, were collected. The association between baseline HALP and in-hospital poor overall survival (OS) was assessed using Kaplan-Meier curves, Cox regression models, interaction, and stratified analyses. Results A total of 2147 patients with COVID-19 Omicron BA.2 infection were included in the final analyses, and mortality in the hospital was 2.65%. Multivariate analysis indicated that low HALP index was independently associated with in-hospital mortality of COVID-19 patients [hazard ratio (HR) = 2.08; 95% confidence interval (CI) = 1.17-3.73]. Subgroup analysis demonstrated that low HALP index was an independent risk factor for in-hospital mortality in COVID-19 patients with age ≥70 (HR = 2.22, CI = 1.18-4.15) and severe cases (HR = 2.09, CI = 1.13-3.86). Conclusion HALP index is independently related to in-hospital poor OS for COVID-19 Omicron BA.2 infected patients, especially for age ≥70 and severe cases. HALP index on hospital admission is a useful candidate biomarker for identifying high risk of mortality in COVID-19 Omicron BA.2 infected patients.
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Affiliation(s)
- Wei Wu
- Shanghai Key Laboratory of Anesthesiology and Brain Functional Modulation, Shanghai, 200434, People’s Republic of China
- Department of Anesthesiology and Perioperative Medicine, Shanghai Fourth People’s Hospital, School of Medicine, Tongji University, Shanghai, 200434, People’s Republic of China
- Translational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People’s Hospital, School of Medicine, Tongji University, Shanghai, 200434, People’s Republic of China
- Clinical Research Centre for Anesthesiology and Perioperative Medicine, Tongji University, Shanghai, 200434, People’s Republic of China
| | - Wenbin Lu
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University/Second Military Medical University, PLA, Shanghai, 200433, People’s Republic of China
| | - Dongmei Hong
- Shanghai Key Laboratory of Anesthesiology and Brain Functional Modulation, Shanghai, 200434, People’s Republic of China
- Department of Anesthesiology and Perioperative Medicine, Shanghai Fourth People’s Hospital, School of Medicine, Tongji University, Shanghai, 200434, People’s Republic of China
- Translational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People’s Hospital, School of Medicine, Tongji University, Shanghai, 200434, People’s Republic of China
- Clinical Research Centre for Anesthesiology and Perioperative Medicine, Tongji University, Shanghai, 200434, People’s Republic of China
| | - Xiya Yu
- Shanghai Key Laboratory of Anesthesiology and Brain Functional Modulation, Shanghai, 200434, People’s Republic of China
- Department of Anesthesiology and Perioperative Medicine, Shanghai Fourth People’s Hospital, School of Medicine, Tongji University, Shanghai, 200434, People’s Republic of China
- Translational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People’s Hospital, School of Medicine, Tongji University, Shanghai, 200434, People’s Republic of China
- Clinical Research Centre for Anesthesiology and Perioperative Medicine, Tongji University, Shanghai, 200434, People’s Republic of China
| | - Lize Xiong
- Shanghai Key Laboratory of Anesthesiology and Brain Functional Modulation, Shanghai, 200434, People’s Republic of China
- Department of Anesthesiology and Perioperative Medicine, Shanghai Fourth People’s Hospital, School of Medicine, Tongji University, Shanghai, 200434, People’s Republic of China
- Translational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People’s Hospital, School of Medicine, Tongji University, Shanghai, 200434, People’s Republic of China
- Clinical Research Centre for Anesthesiology and Perioperative Medicine, Tongji University, Shanghai, 200434, People’s Republic of China
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Liu G, Liu Q, Tian R, Wang K, Yang P. Associations of postoperative outcomes with geriatric nutritional risk index after conventional and robotic-assisted total knee arthroplasty: a randomized controlled trial. Int J Surg 2024; 110:2115-2121. [PMID: 38241323 PMCID: PMC11019982 DOI: 10.1097/js9.0000000000001048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 12/20/2023] [Indexed: 01/21/2024]
Abstract
BACKGROUND The association between postoperative outcomes of robotic-assisted total knee arthroplasty (RA-TKA) and nutrition status among elderly adults remained unclear. The authors aimed to evaluate these associations and provide a nutrition status reference for the surgical technique selection of TKA. METHODS In the present study, the authors used data from a multicenter, prospective, randomized controlled project, which recruited patients underwent TKA therapy. A total of 88 elderly adults (age ≥65 years old) were included in this study. Their preoperative and postoperative demographic data and radiographic parameters were collected. Clinical outcomes, including postoperative hip-knee-ankle (HKA) angle deviation, knee society score (KSS), 10 cm visual analog scale, and so on, were observed and compared between the RA-TKA group and the conventional TKA group. Logistic regression was performed to adjust several covariates. In addition, according to the results of restricted cubic splines analyses, all participants were categorized into two groups with GNRI≤100 and GNRI >100 for further subgroup analyses. RESULTS Our results showed despite having a lower postoperative HKA angle deviation, the RA-TKA group had a similar postoperative KSS score compared with the conventional TKA group in elderly adults. Among elderly patients with GNRI>100, RA-TKA group achieved significantly more accurate alignment (HKA deviation, P =0.039), but did not obtain more advanced postoperative KSS scores because of the compensatory effect of good nutrition status. However, among elderly patients with GNRI≤100, RA-TKA group had significantly higher postoperative KSS scores compared to the conventional TKA group ( P =0.025) and this association were not altered after adjustment for other covariates. CONCLUSION Considering the clinical outcomes of conventional TKA may be more susceptible to the impact of nutrition status, elderly patients with GNRI≤100 seem to be an applicable population for RA-TKA, which is more stable and would gain significantly more clinical benefits compared with conventional TKA.
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Affiliation(s)
- Guanzhi Liu
- Department of Orthopedics, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou
| | - Qimeng Liu
- Department of Orthopedics, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou
| | - Run Tian
- Department of Bone and Joint Surgery, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, People’s Republic of China
| | - Kunzheng Wang
- Department of Bone and Joint Surgery, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, People’s Republic of China
| | - Pei Yang
- Department of Bone and Joint Surgery, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, People’s Republic of China
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Mohammed HO, Hassan AM, Mostafa A, Khater MS, Aboelfotoh A, Abd Elaziz KM. Geriatric nutritional risk index and adverse medical outcomes among Egyptian patients admitted to a geriatric hospital: a prospective cohort study. BMC Geriatr 2024; 24:62. [PMID: 38225577 PMCID: PMC10789057 DOI: 10.1186/s12877-024-04671-5] [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: 07/20/2023] [Accepted: 01/04/2024] [Indexed: 01/17/2024] Open
Abstract
BACKGROUND Elderly are one of the most heterogeneous and vulnerable groups who have a higher risk of nutritional problems. Malnutrition is prevalent among hospitalized elderly but underdiagnosed and almost undistinguishable from the changes in the aging process. The Geriatric Nutritional Risk Index (GNRI) is a tool created to predict nutrition-related complications in hospitalized patients. This study aims to measure the prevalence of nutritional risk using the GNRI among hospitalized elderly Egyptian inpatients and to determine the association between the GNRI and selected adverse clinical outcomes. METHODS A hospital-based prospective cohort study was conducted among 334 elderly patients admitted to a tertiary specialized geriatric university hospital in Cairo, Egypt from August 2021 to June 2022. Within 48 hours after hospital admission, socio-demographic characteristics, blood biomarkers, anthropometric measurements, and nutritional risk assessment by the GNRI score were obtained. Patients were divided into three groups based on their GNRI: high, low, and no nutritional risk (GNRI<92, 92-98, and >98) respectively. Patients were followed up for the occurrence of adverse outcomes during hospital stay (bed sores, Healthcare-Associated Infections (HAIs), hospital Length of Stay (LOS), and hospital mortality) and three months after discharge (non-improvement medical status, appearance of new medical conditions, hospital readmission and 90-day mortality). Multivariable regression and survival analysis were conducted. RESULTS The prevalence of high-nutritional risk was 45.5% (95% CI, 40%-51%). Patients with high risk had significantly longer LOS than those with no risk. The high-nutritional risk was significantly associated with the development of bed sores (Adjusted Odds Ratio (AOR) 4.89; 95% CI, 1.37-17.45), HAIs (AOR: 3.18; 95% CI, 1.48-6.83), and hospital mortality (AOR: 4.41; 95% CI, 1.04-18.59). The overall survival rate was significantly lower among patients with high-nutritional risk compared to those with no risk. CONCLUSION GNRI is a simple and easily applicable objective nutritional screening tool with high prognostic value in this Egyptian sample of patients. The findings of this study signal the initiation of the application of this tool to all geriatric hospitals in Egypt.
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Affiliation(s)
- Hebatullah O Mohammed
- Department of community, environmental and occupational medicine. Faculty of medicine, Ain Shams University, Cairo, 11566, Egypt.
| | - Azza M Hassan
- Department of community, environmental and occupational medicine. Faculty of medicine, Ain Shams University, Cairo, 11566, Egypt
| | - Aya Mostafa
- Department of community, environmental and occupational medicine. Faculty of medicine, Ain Shams University, Cairo, 11566, Egypt
| | - Mohamed S Khater
- Department of geriatrics and gerontology. Faculty of medicine, Ain Shams University, Cairo, 11566, Egypt
| | - Aisha Aboelfotoh
- Department of community, environmental and occupational medicine. Faculty of medicine, Ain Shams University, Cairo, 11566, Egypt
| | - Khaled M Abd Elaziz
- Department of community, environmental and occupational medicine. Faculty of medicine, Ain Shams University, Cairo, 11566, Egypt
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Liu SH, Cerri-Droz P, Loyst RA, Komatsu DE, Wang ED. Shoulder arthroscopy in elderly patients: malnutrition and early postoperative outcomes. JSES Int 2024; 8:41-46. [PMID: 38312264 PMCID: PMC10837690 DOI: 10.1016/j.jseint.2023.08.023] [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] [Indexed: 02/06/2024] Open
Abstract
Background This study investigates the association between the Geriatric Nutritional Risk Index (GNRI), a simple, readily available malnutrition risk index, and 30-day postoperative complications following shoulder arthroscopy. Methods The American College of Surgeons National Surgical Quality Improvement Program database was used to identify all patients aged ≥65 years who underwent shoulder arthroscopy between 2015 and 2021. The study population was indexed into 3 cohorts of preoperative GNRI: normal/reference (GNRI >98), moderate malnutrition (92≤ GNRI ≤98), and severe malnutrition (GNRI <92). Multivariate logistic regression analysis was conducted to investigate the connection between preoperative GNRI and postoperative complications. Results Severe malnutrition was independently significantly associated with a greater likelihood of any complication (odds ratio [OR]: 11.70, 95% confidence interval [CI]: 8.58-15.94; P < .001), sepsis (OR: 26.61, 95% CI: 10.86-65.21; P < .001), septic shock (OR: 7.53, 95% CI: 1.56-36.32; P = .012), blood transfusions (OR: 25.38, 95% CI: 6.40-100.59; P < .001), pulmonary embolism (OR: 7.25, 95% CI: 1.27-41.40; P = .026), surgical site infection (OR: 22.08, 95% CI: 7.51-64.97; P < .001), nonhome discharge (OR: 15.75, 95% CI: 9.83-25.23; P < .001), readmission (OR: 2.69, 95% CI: 1.52-4.74; P < .001), unplanned reoperation (OR: 6.32, 95% CI: 2.23-17.92; P < .001), length of stay >2 days (OR: 23.66, 95% CI: 16.25-34.45; P < .001), and mortality (OR: 14.25, 95% CI: 2.89-70.40; P = .001). Conclusion GNRI-based malnutrition is strongly predictive of perioperative complications following shoulder arthroscopy in geriatric patients and has utility as an adjunctive risk stratification tool.
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Affiliation(s)
- Steven H. Liu
- Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - Patricia Cerri-Droz
- Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - Rachel A. Loyst
- Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - David E. Komatsu
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
| | - Edward D. Wang
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
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Liu SH, Cerri-Droz P, Loyst RA, Lung B, Kashanchi K, Komatsu DE, Wang ED. The geriatric nutritional risk index as a strong predictor of adverse outcomes following total shoulder arthroplasty. JSES Int 2024; 8:152-158. [PMID: 38312291 PMCID: PMC10837724 DOI: 10.1016/j.jseint.2023.08.022] [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] [Indexed: 02/06/2024] Open
Abstract
Background This study investigates the association between the Geriatric Nutritional Risk Index (GNRI), a simple readily available measure of malnutrition risk, and 30-day postoperative complications following total shoulder arthroplasty (TSA). Methods The American College of Surgeons National Surgical Quality Improvement Program database was queried for all patients who underwent TSA between 2015 and 2021. The study population was divided into 3 groups based on preoperative GNRI: normal/reference (GNRI > 98), moderate malnutrition (92 ≤ GNRI ≤ 98), and severe malnutrition (GNRI < 92). Logistic regression analysis was conducted to investigate the connection between preoperative GNRI and postoperative complications. Results Compared to normal nutrition, moderate malnutrition was independently significantly associated with a greater likelihood of any complications (odds ratio [OR]: 1.74, 95% confidence interval [CI]: 1.54-1.96; P < .001), blood transfusions (OR: 1.52, 95% CI: 1.09-2.11; P = .013), failure to wean off a ventilator within 48 hours (OR: 3.84, 95% CI: 1.26-11.72; P = .018), wound dehiscence (OR: 15.80, 95% CI: 1.61-155.28; P = .018), nonhome discharge (OR: 1.90, 95% CI: 1.63-2.22; P < .001), readmission (OR: 1.54, 95% CI: 1.19-1.99; P = .001), unplanned reoperation (OR: 1.87, 95% CI: 1.27-2.74; P = .001), length of stay > 2 days (OR: 1.85, 95% CI: 1.63-2.12; P < .001), and mortality (OR: 3.38, 95% CI: 1.32-8.71; P = .011). Severe malnutrition was independently significantly associated with a greater likelihood of any complication (OR: 3.33, 95% CI: 2.80-3.97; P < .001), sepsis (OR: 9.83, 95% CI: 2.94-32.85; P < .001), pneumonia (OR: 3.30, 95% CI: 1.71-6.38; P < .001), unplanned reintubation (OR: 5.77, 95% CI: 2.47-13.51; P < .001), urinary tract infection (OR: 2.15, 95% CI: 1.19-3.87; P = .011), stroke (OR: 3.57, 95% CI: 1.18-10.84; P = .024), blood transfusions (OR: 5.27, 95% CI: 3.86-7.20; P < .001), failure to wean off a ventilator within 48 hours (OR: 7.64, 95% CI: 2.29-25.55; P < .001), Clostridioides difficile infection (OR: 4.17, 95% CI: 1.21-14.32; P = .023), nonhome discharge (OR: 3.56, 95% CI: 2.92-4.34; P < .001), readmission (OR: 2.05, 95% CI: 1.46-2.89; P < .001), length of stay > 2 days (OR: 3.27, 95% CI: 2.73-3.92; P < .001), and mortality (OR: 4.61, 95% CI: 1.51-14.04; P = .007). Conclusion Malnutrition based on GNRI is a strong predictor of complications following TSA, with increasing severity related to an increased rate of complications.
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Affiliation(s)
- Steven H Liu
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Patricia Cerri-Droz
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Rachel A Loyst
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Brandon Lung
- Department of Orthopaedic Surgery, University of California Irvine, Orange, CA, USA
| | - Kevin Kashanchi
- Department of Orthopaedic Surgery, Keck School of Medicine of USC, Los Angeles, CA, USA
| | - David E Komatsu
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
| | - Edward D Wang
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
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Oakley CT, Konopka JA, Rajahraman V, Barzideh OS, Meftah M, Schwarzkopf R. Does the geriatric nutritional risk index predict complication rates and implant survivorship in revision total joint arthroplasty? Arch Orthop Trauma Surg 2023; 143:7205-7212. [PMID: 37442825 DOI: 10.1007/s00402-023-04987-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Accepted: 07/08/2023] [Indexed: 07/15/2023]
Abstract
INTRODUCTION Malnutrition is associated with poorer outcomes after revision total joint arthroplasty (rTJA), though no universal metric for assessing malnutrition in rTJA patients has been reported. This study sought to determine if malnutrition as defined by the Geriatric Nutritional Risk Index (GNRI) can independently predict short-term complication rates and re-revision risk in patients undergoing rTJA. METHODS All patients ≥ 65 years old undergoing rTJA from 2011 to 2021 at a single orthopaedic specialty hospital were identified. Preoperative albumin, height, and weight were used to calculate GNRI. Based on the calculated GNRI value, patients were stratified into three groups: normal nutrition (GNRI > 98), moderate malnutrition (GNRI 92-98), and severe malnutrition (GNRI < 92). Chi-squared and independent samples t-tests were used to compare groups. RESULTS A total of 531 rTJA patients were included. Patients with normal nutrition were younger (p < 0.001), had higher BMI (p < 0.001). After adjusting for baseline characteristics, patients with severe and moderate malnutrition had longer length of stay (p < 0.001), were less likely to be discharged home (p = 0.049), and had higher 90-day major complication (p = 0.02) and readmission (p = 0.005) rates than those with normal nutrition. 90-day revision rates were similar. In Kaplan-Meier analyses, patients with severe and moderate malnutrition had worse survivorship free of all-cause re-revision at 1-year (p = 0.001) and 2-year (p = 0.002) follow-up compared to those with normal nutrition. CONCLUSION Moderate and severe malnutrition, as defined by GNRI, independently predicted higher complication and revision rates in rTJA patients. This suggests that the GNRI may serve as an effective screening tool for nutritional status in patients undergoing rTJA.
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Affiliation(s)
- Christian T Oakley
- Division of Adult Reconstruction, Department of Orthopedic Surgery, NYU Langone Health, 301 East 17th Street, New York, NY, 10003, USA
| | - Jaclyn A Konopka
- Division of Adult Reconstruction, Department of Orthopedic Surgery, NYU Langone Health, 301 East 17th Street, New York, NY, 10003, USA
| | - Vinaya Rajahraman
- Division of Adult Reconstruction, Department of Orthopedic Surgery, NYU Langone Health, 301 East 17th Street, New York, NY, 10003, USA
| | - Omid S Barzideh
- Division of Adult Reconstruction, Department of Orthopedic Surgery, NYU Langone Health, 301 East 17th Street, New York, NY, 10003, USA
| | - Morteza Meftah
- Division of Adult Reconstruction, Department of Orthopedic Surgery, NYU Langone Health, 301 East 17th Street, New York, NY, 10003, USA
| | - Ran Schwarzkopf
- Division of Adult Reconstruction, Department of Orthopedic Surgery, NYU Langone Health, 301 East 17th Street, New York, NY, 10003, USA.
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Osorio P, Amenábar D, Salineros M, Zylberberg A. Limiting Factors for Indication of Hip and Knee Arthroplasty in Chile: The International Perception of Risk Initiative. J Arthroplasty 2023; 38:2242-2246.e2. [PMID: 37295626 DOI: 10.1016/j.arth.2023.05.096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 05/30/2023] [Indexed: 06/12/2023] Open
Abstract
BACKGROUND An aging population with a resultant higher incidence of osteoarthritis have increased the need for total hip (THA) and knee arthroplasty (TKA) worldwide. The purpose of this study was to explore what medical and social risk factors are considered relevant by Chilean orthopaedic surgeons in decisions regarding indications for THA or TKA. METHODS An anonymous survey was sent to 165 hip and knee arthroplasty surgeons who were members of the Chilean Orthopedics and Traumatology Society. From a total of 165 surgeons, 128 (78%) completed the survey. The questionnaire included demographic data, place of work, and inquired about medical and socioeconomic factors that could affect surgical indications. RESULTS Factors that limited indications for elective THA/TKA included body mass index (81%), elevated hemoglobin A1c (92%), lack of social support network (58%), and low socioeconomic status (40%). Most respondents made decisions based on personal experience or literature review rather than hospital or departmental pressures. Of the respondents, 64% believe that some patient populations would benefit from better care if payment systems adjusted for their socioeconomic risk factors. CONCLUSION In Chile, limitations regarding the indication for THA/TKA are most influenced by the presence of modifiable medical risk factors such as obesity, uncompensated diabetes, or malnutrition. We believe that the reason surgeons limit surgeries for such individuals is to promote better clinical outcomes, and not in response to pressure from paying entities. However, low socioeconomic status was perceived to impair the ability to achieve good clinical outcomes by 40% of the surgeons.
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Affiliation(s)
- Pedro Osorio
- Department of Orthopaedic Surgery, Clínica Universidad de los Andes, Santiago, Chile
| | - Diego Amenábar
- Department of Orthopaedic Surgery, Clínica Universidad de los Andes, Santiago, Chile
| | - Matías Salineros
- Department of Orthopaedic Surgery, Clínica Universidad de los Andes, Santiago, Chile
| | - Alejandro Zylberberg
- Department of Orthopaedic Surgery, Clínica Universidad de los Andes, Santiago, Chile
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Yao W, Tang W, Wang W, Lv Q, Ding W. Correlation between admission hypoalbuminemia and postoperative urinary tract infections in elderly hip fracture patients. J Orthop Surg Res 2023; 18:774. [PMID: 37838687 PMCID: PMC10576304 DOI: 10.1186/s13018-023-04274-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 10/08/2023] [Indexed: 10/16/2023] Open
Abstract
PURPOSE This study aimed to evaluate the correlation between hypoalbuminemia upon admission and the incidence of postoperative urinary tract infections (UTIs) in elderly patients with hip fractures. METHODS A retrospective analysis was performed on the medical records of elderly patients who underwent surgical treatment for hip fractures at a level I trauma center from 2013 to 2023. Serum albumin levels were measured upon admission, and hypoalbuminemia was defined as a total albumin level < 35 g/L. Multivariable logistic regression and propensity score matching analysis were utilized to control and reduce potential confounding factors, aiming to obtain adjusted odds ratios (ORs) and 95% confidence intervals (CI) for UTIs to determine the strength of the association. RESULTS This observational cohort study included 1279 patients, among whom 298 (23.3%) developed UTIs. Patients with albumin levels < 35 g/L had significantly greater odds of developing UTIs compared to those with albumin levels ≥ 35 g/L (OR 1.86, 95% CI 1.28-2.70). Further analysis, dividing albumin levels into quartiles, demonstrated that patients in the Q2 group (38.0-40.9 g/L; OR 1.38, 95% CI 0.88-2.17), Q3 group (35.0-37.9 g/L; OR 1.69, 95% CI 1.06-2.71), and Q4 group (15.3-34.9 g/L; OR 2.67, 95% CI 1.61-4.43) had notably higher odds of developing UTIs compared to those in the Q1 group (41.0-52.0 g/L). CONCLUSIONS The presence of hypoalbuminemia upon admission in elderly patients undergoing hip fracture surgery is strongly correlated with the occurrence of postoperative UTIs. Furthermore, this association exhibits a clear dose-response relationship.
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Affiliation(s)
- Wei Yao
- Department of Orthopedics, Dandong Central Hospital, China Medical University, No. 338 Jinshan Street, Zhenxing District, Dandong, 118002, Liaoning Province, People's Republic of China
| | - Wanyun Tang
- Department of Orthopedics, Dandong Central Hospital, China Medical University, No. 338 Jinshan Street, Zhenxing District, Dandong, 118002, Liaoning Province, People's Republic of China
| | - Wei Wang
- Department of Orthopedics, Dandong Central Hospital, China Medical University, No. 338 Jinshan Street, Zhenxing District, Dandong, 118002, Liaoning Province, People's Republic of China
| | - Qiaomei Lv
- Department of Oncology, Dandong Central Hospital, China Medical University, Dandong, People's Republic of China
| | - Wenbo Ding
- Department of Orthopedics, Dandong Central Hospital, China Medical University, No. 338 Jinshan Street, Zhenxing District, Dandong, 118002, Liaoning Province, People's Republic of China.
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Kaneko T, Nakamura S, Hayakawa K, Tokimura F, Miyazaki T. Preoperative incidence and risk factors of deep vein thrombosis in Japanese patients undergoing total hip arthroplasty. EUROPEAN JOURNAL OF ORTHOPAEDIC SURGERY & TRAUMATOLOGY : ORTHOPEDIE TRAUMATOLOGIE 2023; 33:2859-2864. [PMID: 36871251 DOI: 10.1007/s00590-023-03508-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 02/26/2023] [Indexed: 03/06/2023]
Abstract
PURPOSE Preoperative deep vein thrombosis (DVT) is a risk factor for postoperative venous thromboembolism (VTE), causing severe mortality. Early detection of preoperative DVT is essential to prevent postoperative VTE. However, little is known regarding preoperative DVT in patients undergoing major surgery. The present study aimed to determine the incidence and risk factors of preoperative DVT in patients admitted for total hip arthroplasty (THA). METHODS From August 2017 to September 2022, 243 patients admitted for THA at our institution were enrolled in this study. Patients medical records and preoperative laboratory data were retrospectively collected. According to the results of lower-limb ultrasonography, patients were divided into either the non-DVT (n = 136) or DVT (n = 43) group. The incidence of DVT and independent risk factors for preoperative DVT were investigated using univariate and multivariate logistic regression analyses. RESULTS The mean age was 74.0 ± 8.4 years. Preoperative DVT was diagnosed in 43 of the 243 (17.7%) patients. The risk of DVT was significantly high (p < 0.05) in patients with advanced age, increased D-dimer levels, and malnutrition status, as assessed by the Geriatric Nutritional Risk Index (GNRI). Multivariate analysis showed that advanced age, increased D-dimer level, and malnutrition status assessed by the GNRI were independent risk factors for preoperative DVT. CONCLUSION A high incidence of preoperative DVT was observed in patients undergoing THA. Advanced age, increased D-dimer levels, and malnutrition assessed by the GNRI increased the risk of preoperative DVT. Screening high-risk subgroups for preoperative DVT is necessary to prevent postoperative VTE.
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Affiliation(s)
- Taizo Kaneko
- Department of Orthopaedic Surgery, Tokyo Metropolitan Geriatric Hospital and Institute of Gerontology, Sakae-cho 35-2, Itabashi-ku, 173-0015, Tokyo, Japan.
| | - Shinya Nakamura
- Department of Orthopaedic Surgery, Tokyo Metropolitan Geriatric Hospital and Institute of Gerontology, Sakae-cho 35-2, Itabashi-ku, 173-0015, Tokyo, Japan
| | - Kentaro Hayakawa
- Department of Orthopaedic Surgery, Tokyo Metropolitan Geriatric Hospital and Institute of Gerontology, Sakae-cho 35-2, Itabashi-ku, 173-0015, Tokyo, Japan
| | - Fumiaki Tokimura
- Department of Orthopaedic Surgery, Tokyo Metropolitan Geriatric Hospital and Institute of Gerontology, Sakae-cho 35-2, Itabashi-ku, 173-0015, Tokyo, Japan
| | - Tsuyoshi Miyazaki
- Department of Orthopaedic Surgery, Tokyo Metropolitan Geriatric Hospital and Institute of Gerontology, Sakae-cho 35-2, Itabashi-ku, 173-0015, Tokyo, Japan
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Lu Y, Salmons HI, Mickley JP, Bedard NA, Taunton MJ, Wyles CC. Defining Clinically Meaningful Subgroups for Risk Stratification in Patients Undergoing Revision Total Hip Arthroplasty: A Combined Unsupervised and Supervised Machine Learning Approach. J Arthroplasty 2023; 38:1990-1997.e1. [PMID: 37331441 DOI: 10.1016/j.arth.2023.06.027] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 06/08/2023] [Accepted: 06/09/2023] [Indexed: 06/20/2023] Open
Abstract
BACKGROUND Studies developing predictive models from large datasets to risk-stratify patients under going revision total hip arthroplasties (rTHAs) are limited. We used machine learning (ML) to stratify patients undergoing rTHA into risk-based subgroups. METHODS We retrospectively identified 7,425 patients who underwent rTHA from a national database. An unsupervised random forest algorithm was used to partition patients into high-risk and low-risk strata based on similarities in rates of mortality, reoperation, and 25 other postoperative complications. A risk calculator was produced using a supervised ML algorithm to identify high-risk patients based on preoperative parameters. RESULTS There were 3,135 and 4,290 patients identified in the high-risk and low-risk subgroups, respectively. Each group significantly differed by rate of 30-day mortalities, unplanned reoperations/readmissions, routine discharges, and hospital lengths of stay (P < .05). An Extreme Gradient Boosting algorithm identified preoperative platelets < 200, hematocrit > 35 or < 20, increasing age, albumin < 3, international normalized ratio > 2, body mass index > 35, American Society of Anesthesia class ≥ 3, blood urea nitrogen > 50 or < 30, creatinine > 1.5, diagnosis of hypertension or coagulopathy, and revision for periprosthetic fracture and infection as predictors of high risk. CONCLUSION Clinically meaningful risk strata in patients undergoing rTHA were identified using an ML clustering approach. Preoperative labs, demographics, and surgical indications have the greatest impact on differentiating high versus low risk. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Yining Lu
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Othropedic Surgery Artificial Intelligence Lab (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Harold I Salmons
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
| | - John P Mickley
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Othropedic Surgery Artificial Intelligence Lab (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
| | | | - Michael J Taunton
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Othropedic Surgery Artificial Intelligence Lab (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Cody C Wyles
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Othropedic Surgery Artificial Intelligence Lab (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Department of Clinical Anatomy, Mayo Clinic, Rochester, Minnesota
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Kunze KN, So MM, Padgett DE, Lyman S, MacLean CH, Fontana MA. Machine Learning on Medicare Claims Poorly Predicts the Individual Risk of 30-Day Unplanned Readmission After Total Joint Arthroplasty, Yet Uncovers Interesting Population-level Associations With Annual Procedure Volumes. Clin Orthop Relat Res 2023; 481:1745-1759. [PMID: 37256278 PMCID: PMC10427054 DOI: 10.1097/corr.0000000000002705] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 02/28/2023] [Accepted: 04/28/2023] [Indexed: 06/01/2023]
Abstract
BACKGROUND Unplanned hospital readmissions after total joint arthroplasty (TJA) represent potentially serious adverse events and remain a critical measure of hospital quality. Predicting the risk of readmission after TJA may provide patients and clinicians with valuable information for preoperative decision-making. QUESTIONS/PURPOSES (1) Can nonlinear machine-learning models integrating preoperatively available patient, surgeon, hospital, and county-level information predict 30-day unplanned hospital readmissions in a large cohort of nationwide Medicare beneficiaries undergoing TJA? (2) Which predictors are the most important in predicting 30-day unplanned hospital readmissions? (3) What specific information regarding population-level associations can we obtain from interpreting partial dependency plots (plots describing, given our modeling choice, the potentially nonlinear shape of associations between predictors and readmissions) of the most important predictors of 30-day readmission? METHODS National Medicare claims data (chosen because this database represents a large proportion of patients undergoing TJA annually) were analyzed for patients undergoing inpatient TJA between October 2016 and September 2018. A total of 679,041 TJAs (239,391 THAs [61.3% women, 91.9% White, 52.6% between 70 and 79 years old] and 439,650 TKAs [63.3% women, 90% White, 55.2% between 70 and 79 years old]) were included. Model features included demographics, county-level social determinants of health, prior-year (365-day) hospital and surgeon TJA procedure volumes, and clinical classification software-refined diagnosis and procedure categories summarizing each patient's Medicare claims 365 days before TJA. Machine-learning models, namely generalized additive models with pairwise interactions (prediction models consisting of both univariate predictions and pairwise interaction terms that allow for nonlinear effects), were trained and evaluated for predictive performance using area under the receiver operating characteristic (AUROC; 1.0 = perfect discrimination, 0.5 = no better than random chance) and precision-recall curves (AUPRC; equivalent to the average positive predictive value, which does not give credit for guessing "no readmission" when this is true most of the time, interpretable relative to the base rate of readmissions) on two holdout samples. All admissions (except the last 2 months' worth) were collected and split randomly 80%/20%. The training cohort was formed with the random 80% sample, which was downsampled (so it included all readmissions and a random, equal number of nonreadmissions). The random 20% sample served as the first test cohort ("random holdout"). The last 2 months of admissions (originally held aside) served as the second test cohort ("2-month holdout"). Finally, feature importances (the degree to which each variable contributed to the predictions) and partial dependency plots were investigated to answer the second and third research questions. RESULTS For the random holdout sample, model performance values in terms of AUROC and AUPRC were 0.65 and 0.087, respectively, for THA and 0.66 and 0.077, respectively, for TKA. For the 2-month holdout sample, these numbers were 0.66 and 0.087 and 0.65 and 0.075. Thus, our nonlinear models incorporating a wide variety of preoperative features from Medicare claims data could not well-predict the individual likelihood of readmissions (that is, the models performed poorly and are not appropriate for clinical use). The most predictive features (in terms of mean absolute scores) and their partial dependency graphs still confer information about population-level associations with increased risk of readmission, namely with older patient age, low prior 365-day surgeon and hospital TJA procedure volumes, being a man, patient history of cardiac diagnoses and lack of oncologic diagnoses, and higher county-level rates of hospitalizations for ambulatory-care sensitive conditions. Further inspection of partial dependency plots revealed nonlinear population-level associations specifically for surgeon and hospital procedure volumes. The readmission risk for THA and TKA decreased as surgeons performed more procedures in the prior 365 days, up to approximately 75 TJAs (odds ratio [OR] = 1.2 for TKA and 1.3 for THA), but no further risk reduction was observed for higher annual surgeon procedure volumes. For THA, the readmission risk decreased as hospitals performed more procedures, up to approximately 600 TJAs (OR = 1.2), but no further risk reduction was observed for higher annual hospital procedure volumes. CONCLUSION A large dataset of Medicare claims and machine learning were inadequate to provide a clinically useful individual prediction model for 30-day unplanned readmissions after TKA or THA, suggesting that other factors that are not routinely collected in claims databases are needed for predicting readmissions. Nonlinear population-level associations between low surgeon and hospital procedure volumes and increased readmission risk were identified, including specific volume thresholds above which the readmission risk no longer decreases, which may still be indirectly clinically useful in guiding policy as well as patient decision-making when selecting a hospital or surgeon for treatment. LEVEL OF EVIDENCE Level III, therapeutic study.
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Affiliation(s)
- Kyle N. Kunze
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA
| | - Miranda M. So
- Center for Analytics, Modeling, and Performance, Hospital for Special Surgery, New York, NY, USA
| | - Douglas E. Padgett
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Stephen Lyman
- Healthcare Research Institute, Hospital for Special Surgery, New York, NY, USA
- Center for the Advancement of Value in Musculoskeletal Care, Hospital for Special Surgery, New York, NY, USA
| | - Catherine H. MacLean
- Weill Cornell Medical College, New York, NY, USA
- Healthcare Research Institute, Hospital for Special Surgery, New York, NY, USA
| | - Mark Alan Fontana
- Center for Analytics, Modeling, and Performance, Hospital for Special Surgery, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
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Phillips JLH, Ennis HE, Jennings JM, Dennis DA. Screening and Management of Malnutrition in Total Joint Arthroplasty. J Am Acad Orthop Surg 2023; 31:319-325. [PMID: 36812414 DOI: 10.5435/jaaos-d-22-01035] [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] [Received: 11/09/2022] [Accepted: 01/19/2023] [Indexed: 02/24/2023] Open
Abstract
Malnutrition is an increasingly prevalent problem in patients undergoing total joint arthroplasty (TJA). Increased risks associated with TJA in the setting of malnourishment have been well documented. Standardized scoring systems in addition to laboratory parameters such as albumin, prealbumin, transferrin, and total lymphocyte count have been developed to identify and evaluate malnourished patients. Despite an abundance of recent literature, there is no consensus on the best approach for screening TJA patients from a nutritional standpoint. Although there are a variety of treatment options, including nutritional supplements, nonsurgical weight loss therapies, bariatric surgery, and the involvement of dieticians and nutritionists, the effect of these interventions on TJA outcomes has not been well characterized. This overview of the most current literature aims to provide a clinical framework for approaching nutrition status in arthroplasty patients. A comprehensive understanding of the tools available for managing malnourishment will facilitate improved arthroplasty care.
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Affiliation(s)
- Jessica L H Phillips
- From the Colorado Joint Replacement (Phillips, Ennis, Jennings, and Dennis), the Department of Mechanical and Materials Engineering, University of Denver (Jennings and Dennis), the Department of Orthopaedics, University of Colorado School of Medicine (Dennis), Denver, CO, and the Department of Biomedical Engineering, University of Tennessee, Knoxville, TN (Dennis)
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Cai S, Wang Q, Chen C, Guo C, Zheng L, Yuan M. Association between blood urea nitrogen to serum albumin ratio and in-hospital mortality of patients with sepsis in intensive care: A retrospective analysis of the fourth-generation Medical Information Mart for Intensive Care database. Front Nutr 2022; 9:967332. [PMID: 36407534 PMCID: PMC9672517 DOI: 10.3389/fnut.2022.967332] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Accepted: 10/17/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND This study aimed to investigate the relationship between the blood urea nitrogen to serum albumin ratio (BAR) and in-hospital mortality in patients with sepsis. MATERIALS AND METHODS This is a retrospective cohort study. All septic patient data for the study were obtained from the intensive care unit of Beth Israel Deaconess Medical Center. Adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated using multivariable Cox regression analyses. Survival curves were plotted and subgroup analyses were stratified by relevant covariates. RESULTS Among 23,901 patients, 13,464 with sepsis were included. The overall in-hospital mortality rate was 18.9% (2550/13464). After adjustment for confounding factors, patients in the highest BAR quartile had an increased risk of sepsis death than those in the lowest BAR quartile (HR: 1.42, 95% CI: 1.3-1.55), using BAR as a categorical variable. When BAR was presented as a continuous variable, the prevalence of in-hospital sepsis-related death increased by 8% (adjusted HR: 1.08, 95% CI: 1.07-1.1, P < 0.001) for each 5-unit increase in BAR, irrespective of confounders. Stratified analyses indicated age interactions (P < 0.001), and the correlation between BAR and the probability of dying due to sepsis was stable. CONCLUSION BAR was significantly associated with in-hospital mortality in intensive care patients with sepsis. A higher BAR in patients with sepsis is associated with a worse prognosis in the ICU in the USA. However, further research is required to confirm this finding.
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Affiliation(s)
- Shaoyan Cai
- Department of Anesthesiology, Shantou Central Hospital, Shantou, Guangdong, China
| | - Qinjia Wang
- Department of Gastroenterology, First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Chao Chen
- Department of Anesthesiology, Shantou Central Hospital, Shantou, Guangdong, China
| | - Chunming Guo
- Department of Anesthesiology, Shantou Central Hospital, Shantou, Guangdong, China
| | - Liangjie Zheng
- Department of Anesthesiology, Shantou Central Hospital, Shantou, Guangdong, China
| | - Min Yuan
- Department of Neurology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
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Li Z, Maimaiti Z, Li ZY, Fu J, Hao LB, Xu C, Chen JY. Moderate-to-Severe Malnutrition Identified by the Controlling Nutritional Status (CONUT) Score Is Significantly Associated with Treatment Failure of Periprosthetic Joint Infection. Nutrients 2022; 14:nu14204433. [PMID: 36297116 PMCID: PMC9607573 DOI: 10.3390/nu14204433] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 10/12/2022] [Accepted: 10/19/2022] [Indexed: 11/16/2022] Open
Abstract
The prevalence and role of malnutrition in periprosthetic joint infection (PJI) remain unclear. This study aimed to use measurable nutritional screening tools to assess the prevalence of malnutrition in PJI patients during two-stage exchange arthroplasty and to explore the association between malnutrition and treatment failure. Our study retrospectively included 183 PJI cases who underwent 1st stage exchange arthroplasty and had available nutritional parameters, of which 167 proceeded with 2nd stage reimplantation. The recently proposed Musculoskeletal Infection Society (MSIS) Outcome Reporting Tool was used to determine clinical outcomes. The Controlling Nutritional Status (CONUT), Nutritional Risk Index (NRI), and Naples Prognostic Score (NPS) were used to identify malnutrition at 1st and 2nd stage exchange, respectively. Multivariate logistic regression analyses were performed to determine the association between malnutrition and treatment failure. Restricted cubic spline models were further used to explore the dose−response association. Additionally, risk factors for moderate-to-severe malnutrition were evaluated. Malnourished patients identified by CONUT, NPS, and NRI accounted for 48.1% (88/183), 98.9% (181/183), and 55.7% (102/183) of patients at 1st stage, and 9.0% (15/167), 41.9% (70/167), and 43.1% (72/167) at 2nd stage, indicating a significant improvement in nutritional status. We found that poorer nutritional status was a predictor of treatment failure, with CONUT performing best as a predictive tool. Moderate-to-severe malnutrition at 1st stage identified by CONUT was significantly related to treatment failure directly caused by PJI (odds ratio [OR] = 5.86), while the OR was raised to 12.15 at 2nd stage (OR = 12.15). The linear dose−response associations between them were also confirmed (P for nonlinearity at both 1st and 2nd stage > 0.05). As for total treatment failure, moderate-to-severe malnutrition as determined by CONUT was associated with a 1.96-fold and 8.99-fold elevated risk at the 1st and 2nd stages, respectively. Age ≥ 68 years (OR = 5.35) and an increased number of previous surgeries (OR = 2.04) may be risk factors for moderate-to-severe malnutrition. Overall, the prevalence of malnutrition in PJI patients is very high. Given the strong association between moderate-to-severe malnutrition identified by CONUT and PJI treatment failure, COUNT could be a promising tool to evaluate the nutritional status of PJI patients to optimize treatment outcomes.
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Affiliation(s)
- Zhuo Li
- School of Medicine, Nankai University, Tianjin 300071, China
- Department of Orthopedics, The First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
| | - Zulipikaer Maimaiti
- Department of Orthopedics, The First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
| | - Zhi-Yuan Li
- Department of Orthopedics, The First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
| | - Jun Fu
- Department of Orthopedics, The First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
- Department of Orthopedics, The Fourth Medical Center, Chinese PLA General Hospital, Beijing 100048, China
| | - Li-Bo Hao
- Department of Orthopedics, The First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
- Department of Orthopedics, The Fourth Medical Center, Chinese PLA General Hospital, Beijing 100048, China
| | - Chi Xu
- Department of Orthopedics, The First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
- Department of Orthopedics, The Fourth Medical Center, Chinese PLA General Hospital, Beijing 100048, China
- Correspondence: (C.X.); (J.-Y.C.)
| | - Ji-Ying Chen
- Department of Orthopedics, The First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
- Department of Orthopedics, The Fourth Medical Center, Chinese PLA General Hospital, Beijing 100048, China
- Correspondence: (C.X.); (J.-Y.C.)
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Lemdani MS, Choudhry HS, Patel AM, Ahmad M, Patel R, Patel P, Eloy JA. Malnutrition and Postoperative Outcomes Following Transcervical Zenker Diverticulectomy. Laryngoscope 2022; 133:1402-1408. [PMID: 35869847 DOI: 10.1002/lary.30309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 06/13/2022] [Accepted: 07/07/2022] [Indexed: 11/08/2022]
Abstract
OBJECTIVES Hypoalbuminemia has been used as a proxy for poor nutrition, and has been associated with poor postoperative outcomes in varying surgical procedures. This study investigates the association between albumin status and complications following transcervical Zenker diverticulectomy. STUDY DESIGN Retrospective database review. METHODS The National Surgical Quality Improvement Program database was queried for patients who underwent transcervical Zenker diverticulectomy between 2005 and 2018. Univariate and multivariable analyses were conducted to determine associations between albumin status and postoperative complications. RESULTS 318 patients undergoing transcervical Zenker diverticulectomy with available albumin values were queried. The mean serum albumin was 3.90 g/dL (SD = 0.56). Univariate analysis showed that hypoalbuminemia was associated with increased age (77.68 vs. 70.03 years) and female gender (54.4% vs. 45.6%), as well as sepsis (p = 0.045), reintubation (p = 0.040), urinary tract infection (p = 0.017), any medical complication (p < 0.001), any life-threatening complication (p = 0.017), and mortality (p = 0.012). Multivariable analyses found no associations between hypoalbuminemia and mortality (OR 33.136, 95% CI N/A, p = 1.000), any medical complication (OR 1.154, 95% CI 0.326-4.079, p = 0.824), any life-threatening complication (OR 0.604, 95% CI 0.079-4.586, p = 0.604), and length of stay (p = 0.249). CONCLUSIONS This study suggests no association between hypoalbuminemia and postoperative complications in transcervical Zenker diverticulectomy. Hypoalbuminemia and malnutrition may not be a contraindication for surgery correcting Zenker diverticulectomy. LEVEL OF EVIDENCE 4 Laryngoscope, 133:1402-1408, 2023.
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Affiliation(s)
- Mehdi S. Lemdani
- Department of Otolaryngology – Head and Neck Surgery Rutgers New Jersey Medical School Newark New Jersey USA
| | - Hannaan S. Choudhry
- Department of Otolaryngology – Head and Neck Surgery Rutgers New Jersey Medical School Newark New Jersey USA
| | - Aman M. Patel
- Department of Otolaryngology – Head and Neck Surgery Rutgers New Jersey Medical School Newark New Jersey USA
| | - Maham Ahmad
- Department of Otolaryngology – Head and Neck Surgery Rutgers New Jersey Medical School Newark New Jersey USA
| | - Rushi Patel
- Department of Otolaryngology – Head and Neck Surgery Rutgers New Jersey Medical School Newark New Jersey USA
| | - Prayag Patel
- Department of Otolaryngology – Head and Neck Surgery Rutgers New Jersey Medical School Newark New Jersey USA
| | - Jean Anderson Eloy
- Department of Otolaryngology – Head and Neck Surgery Rutgers New Jersey Medical School Newark New Jersey USA
- Center for Skull Base and Pituitary Surgery Neurological Institute of New Jersey, Rutgers New Jersey Medical School Newark New Jersey USA
- Department of Neurological Surgery Rutgers New Jersey Medical School Newark New Jersey USA
- Department of Ophthalmology and Visual Science Rutgers New Jersey Medical School Newark New Jersey USA
- Department of Otolaryngology and Facial Plastic Surgery Saint Barnabas Medical Center ‐ RWJBarnabas Health Livingston New Jersey USA
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