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Yang C, Lu J, Shen F, Xie H, Cui H, Xu R. Serum albumin level is associated with mortality and hospital stays: A real-world data analysis. Clin Nutr ESPEN 2024; 64:215-220. [PMID: 39396704 DOI: 10.1016/j.clnesp.2024.10.002] [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: 08/18/2024] [Revised: 10/01/2024] [Accepted: 10/06/2024] [Indexed: 10/15/2024]
Abstract
BACKGROUND & AIMS The value of serum albumin might be underestimated, especially in cancer patients. We thus aimed to evaluate the association between serum albumin level at hospital admission and clinical outcomes in hospitalized patients with cancer. METHODS This is a retrospective, cross-sectional, and real-world data analysis. Hospitalized adult patients with malignant cancer were recruited from two tertiary hospitals. Serum level of albumin, which was measured within 24 h after hospital admission, was the exposure. Length of hospital stays (LOS) was the primary and all-cause in-hospital mortality was the secondary outcomes. Other information, including age, sex, types of cancer, history of hypertension and diabetes, surgery, blood routine test, liver and renal function, and dietary intake, were also abstracted from medical records. RESULTS A total number of 5187 adult patients with cancer (2949 were men and 2238 women; average age 61.6 ± 12.4 years and average albumin 40.3 ± 5.2 g/L) were included. The prevalence of hypoalbuminemia was 12.2 % (634/5187). Older patients, patients with liver injury, anemia, and with high level of WBC were positively, while those with overweight and high level of total triglycerides, were negatively associated with hypoalbuminemia. After adjustment of covariates, hypoalbuminemia was significantly associated with longer LOS in the current study. The increase of 5 g/L in serum level of albumin could result in 1.09 days (95%CI: -1.38, -0.80 days) shorter in LOS. The increase of 5 g/L in serum level of albumin was also associated with 45 % lower in risk of mortality (OR = 0.55; 95 % CI: 0.43, 0.7) after fully adjustment. CONCLUSIONS Serum albumin level at admission was associated with both LOS and mortality in patients with malignant cancer.
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Affiliation(s)
- Chao Yang
- Department of Biliary-Pancreatic Surgery, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China
| | - Juntao Lu
- Department of Digestion, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China
| | - Fang Shen
- Department of Biliary-Pancreatic Surgery, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China
| | - Hua Xie
- Department of Clinical Nutrition, Shanghai Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200050, China
| | - Hongyuan Cui
- Department of General Surgery, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing 100730, China
| | - Renying Xu
- Department of Clinical Nutrition, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China.
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Huang S, Chen L, Yang N, Zhang J, Wang Y, Chen X. Relationships between human serum albumin levels and septic shock, in-hospital, and out-of-hospital mortality in elderly patients with pneumonia in different BMI ranges. Pneumonia (Nathan) 2024; 16:17. [PMID: 39317931 PMCID: PMC11423505 DOI: 10.1186/s41479-024-00138-8] [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: 03/12/2023] [Accepted: 07/08/2024] [Indexed: 09/26/2024] Open
Abstract
OBJECTIVE This retrospective cohort identified the association of human serum albumin (HSA) with adverse outcomes (septic shock, in-hospital and out-of-hospital mortality) in elderly hospitalized patients who have community-acquired pneumonia (CAP) and specific body mass index (BMI). MATERIALS AND METHODS This research included hospitalized CAP individuals (≥ 60 years) and was conducted at a teaching hospital in western China. All the patients were categorized into three populations based on two BMI cutoff values (18.5 kg/m2 and 24 kg/m2). The data was acquired from medical records, local government mortality databases, and telephone interviews. Binomial logistic regression analysis was used to explore the associations between low HSA and septic shock and in-hospital mortality, and Cox regression analysis was used to explore the association between low HSA and out-of-hospital mortality. RESULTS A total of 627 patients were included in the analysis of in-hospital death and septic shock, and 431 patients were included in the analysis of out-of-hospital death. The study showed that 120 elderly patients with CAP (19.14%) died in the hospital, while 141 patients (32.71%) died out of the hospital, and 93 patients (14.83%) developed septic shock. No differences in in-hospital and out-of-hospital mortality were observed for BMI values < 18.5 kg/m2 or BMI ≥ 24 kg/m2, regardless of whether HSA was ≥ 40 g/l or < 40 g/l. When 18.5 kg/m2 ≤ BMI < 24 kg/m2, patients with HSA < 40 g/l had both higher in-hospital and out-of-hospital mortality compared with those with HSA ≥ 40 g/l (in-hospital death: 26.13% vs. 11.46%, p < 0.001; out-of-hospital death: 46.15% vs. 19.17%, p < 0.001). No significant differences were observed in the incidence of septic shock between patients with HSA < 40 g/l and those with HSA ≥ 40 g/l either in the overall population or when the BMI values were divided according to the cutoff values of 18.5 kg/m2 and 24 kg/m2. After further logistic regression analysis and adjustment for potential confounders, the results showed that when 18.5 kg/m2 ≤ BMI < 24 kg/m2, elderly CAP patients with HSA < 40 g/l had a higher risk of in-hospital and out-of-hospital mortality compared with those with HSA ≥ 40 g/l (in-hospital death: HR = 1.964, 95%CI = 1.08-3.573; out-of-hospital death: HR = 2.841, 95%CI = 1.745-4.627). CONCLUSIONS HSA levels can predict the risk of in-hospital and out-of-hospital mortality in elderly patients with CAP and normal BMI values. However, HSA cannot predict the risk of septic shock in elderly patients hospitalized with CAP, irrespective of their BMI classification.
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Affiliation(s)
- Sha Huang
- Zigong Affiliated Hospital of Southwest Medical University, Department of Geriatric, Zigong, China
| | - Lanlan Chen
- Zigong Affiliated Hospital of Southwest Medical University, Department of Geriatric, Zigong, China
| | - Ning Yang
- Zigong Affiliated Hospital of Southwest Medical University, Department of Geriatric, Zigong, China
| | - Jiao Zhang
- Zigong Affiliated Hospital of Southwest Medical University, Department of Geriatric, Zigong, China
| | - Yan Wang
- Zigong Affiliated Hospital of Southwest Medical University, Department of Geriatric, Zigong, China
| | - Xiaoyan Chen
- Zigong Affiliated Hospital of Southwest Medical University, Department of Geriatric, Zigong, China.
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Shiihara M, Sudo Y, Matsushita N, Kubota T, Hibi Y, Osugi H, Inoue T. Is Cholecystectomy Necessary after Choledocholithiasis Treatment for the Elderly or Patients with Many Comorbidities? Dig Dis 2024:1-7. [PMID: 39102793 DOI: 10.1159/000540661] [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: 12/17/2023] [Accepted: 07/15/2024] [Indexed: 08/07/2024]
Abstract
INTRODUCTION We evaluated the prognosis after endoscopic treatment for choledocholithiasis, particularly in patients with borderline tolerance to surgery. Stone removal and cholecystectomy are generally recommended for patients with choledocholithiasis combined with gallstones to prevent recurrent biliary events. However, the prognosis after choledocholithiasis treatment in patients with borderline tolerance to surgery, such as the elderly or those with many comorbidities, remains controversial. METHODS We retrospectively analyzed data from patients with choledocholithiasis treated at our facility between January 2012 and December 2021. Patients who underwent endoscopic sphincterotomy were dichotomized into the cholecystectomy (CHOLE) and conservation (CONS) groups depending on whether cholecystectomy was performed, and their prognoses were subsequently compared. Furthermore, we performed a logistic regression analysis of the factors contributing to recurrent biliary events in patients with high age-adjusted Charlson Comorbidity Index (aCCI) scores. RESULTS Of 169 participants, 110 had gallstones and were divided into the CHOLE (n = 56) and CONS (n = 54) groups. The CONS group was significantly ordered, had more comorbidities, and higher aCCI scores, whereas the CHOLE group had fewer recurrent biliary events, although not significant (p = 0.122). No difference was observed in the recurrent incidence of grade ≥2 biliary infections and mortality related to biliary events between the groups. In patients with aCCI scores ≥5, conservation without cholecystectomy was not an independent risk factor for recurrent biliary events. CONCLUSION Cholecystectomy after choledocholithiasis treatment prevents recurrent biliary events, but conservation without cholecystectomy is a feasible option for patients with high aCCI scores.
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Affiliation(s)
| | - Yasuhiro Sudo
- Department of Surgery, Kamifukuoka General Hospital, Saitama, Japan
| | | | - Takeshi Kubota
- Department of Surgery, Kamifukuoka General Hospital, Saitama, Japan
| | - Yasuhiro Hibi
- Department of Surgery, Kamifukuoka General Hospital, Saitama, Japan
| | - Harushi Osugi
- Department of Surgery, Kamifukuoka General Hospital, Saitama, Japan
| | - Tatsuo Inoue
- Department of Surgery, Kamifukuoka General Hospital, Saitama, Japan
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Ying LD, Chao GF, Canner J, Graetz E, Ghiassi S, Schwartz JS, Zolfaghari EJ, Schneider EB, Gibbs KE. The Degree of Preoperative Hypoalbuminemia Is Associated with Risk of Postoperative Complications in Metabolic and Bariatric Surgery Patients. Obes Surg 2024; 34:51-70. [PMID: 37994997 DOI: 10.1007/s11695-023-06944-1] [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: 09/24/2023] [Revised: 10/26/2023] [Accepted: 11/08/2023] [Indexed: 11/24/2023]
Abstract
BACKGROUND The incidence and impact of hypoalbuminemia in bariatric surgery patients is poorly characterized. We describe its distribution in laparoscopic sleeve gastrectomy (VSG) and Roux-en-Y gastric bypass (RYGB) patients undergoing primary or revision surgeries and assess its impact on postoperative complications. METHODS The Metabolic and Bariatric Surgery Quality Improvement Program Database (2015 to 2021) was analyzed. Hypoalbuminemia was defined as Severe (< 3 g/dL), Moderate (3 ≤ 3.5 g/dL), Mild (3.5 ≤ 4 g/dL), or Normal (≥ 4 g/dL). Multivariable logistic regression was performed to calculate odds ratios of postoperative complications compared to those with Normal albumin after controlling for procedure, age, gender, race, body mass index, functional status, American Society of Anesthesia class, and operative length. RESULTS A total of 817,310 patients undergoing Primary surgery and 69,938 patients undergoing Revision/Conversion ("Revision") surgery were analyzed. The prevalence of hypoalbuminemia was as follows (Primary, Revision): Severe, 0.3%, 0.6%; Moderate, 5.2%, 6.5%; Mild, 28.3%, 31.4%; Normal, 66.2%, 61.4%. Primary and Revision patients with hypoalbuminemia had a significantly higher prevalence (p < 0.01) of several co-morbidities, including hypertension and insulin-dependent diabetes. Any degree of hypoalbuminemia increased the odds ratio of several complications in Primary and Revision patients, including readmission, intervention, and reoperation. In Primary patients, all levels of hypoalbuminemia also increased the odds ratio of unplanned intubation, intensive care unit admission, and venous thromboembolism requiring therapy. CONCLUSION Over 30% of patients present with hypoalbuminemia. Even mild hypoalbuminemia was associated with an increased rate of several complications including readmission, intervention, and reoperation. Ensuring nutritional optimization, especially prior to revision surgery, may improve outcomes in this challenging population.
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Affiliation(s)
- Lee D Ying
- Department of Surgery, Yale New Haven Hospital, New Haven, CT, USA.
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Chervu N, Mabeza RM, Kronen E, Sakowitz S, Bakhtiyar SS, Hadaya J, Benharash P. Contemporary association of preoperative malnutrition and outcomes of hiatal hernia repairs in the United States. Surgery 2023:S0039-6060(23)00188-5. [PMID: 37217387 DOI: 10.1016/j.surg.2023.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 04/05/2023] [Accepted: 04/09/2023] [Indexed: 05/24/2023]
Abstract
BACKGROUND Hypoalbuminemia has been used as a surrogate for malnutrition and is associated with worse postoperative outcomes across major operations. Because patients with hiatal hernia often have inadequate caloric intake, we examined the association of serum albumin levels with outcomes after hiatal hernia repair. METHODS Adults undergoing elective and non-elective hiatal hernia repair via any approach were tabulated from the 2012 to 2019 National Surgical Quality Improvement Program. Patients were stratified into the Hypoalbuminemia cohort if serum albumin <3.5 mg/dL using restricted cubic spline analysis. Major adverse events were defined as a composite of all-cause mortality and major complications per the American College of Surgeons National Surgical Quality Improvement Program risk calculator. Entropy balancing was used to adjust for intergroup differences. Multivariable regression models were then constructed to assess the association of preoperative albumin with major adverse events, postoperative length of stay, and 30-day readmission. RESULTS Of 23,103 patients, 11.7% comprised the Hypoalbuminemia cohort. The Hypoalbuminemia group was older, less commonly of White race, and less likely to have an independent functional status than others. They were also more likely to undergo inpatient, non-elective surgery via laparotomy. After entropy balancing and adjustment, hypoalbuminemia remained associated with increased odds of major adverse events and multiple complications and longer adjusted postoperative length of stay. There was no significant difference in adjusted odds of readmission. CONCLUSION We used a quantitative methodology to establish a serum albumin threshold of 3.5 mg/dL associated with increased adjusted odds of major adverse events, increased postoperative length of stay, and postoperative complications after hiatal hernia repair. These results may guide preoperative nutrition supplementation.
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Affiliation(s)
- Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, CA; Depatment of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Russyan Mark Mabeza
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, CA; David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Elsa Kronen
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, CA
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, CA; David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, CA; Department of Surgery, University of Colorado, Aurora, CO
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, CA; Depatment of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, CA; Depatment of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA.
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Feng Y, Xu Y, Yang Y, Yi G, Su H, Chen H, Guo R, Jia J, Wang P. Effects of smoking on the severity and transmission of pulmonary tuberculosis: A hospital-based case control study. Front Public Health 2023; 11:1017967. [PMID: 36778540 PMCID: PMC9909179 DOI: 10.3389/fpubh.2023.1017967] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 01/09/2023] [Indexed: 01/27/2023] Open
Abstract
Introduction There is a high incidence of both smoking and tuberculosis (TB) in China. This study examined the risk factors for severe pulmonary TB (PTB) and positive tubercle bacilli in sputum. Methods We conducted a retrospective case-control study in a tertiary hospital from January 2017 to December 2018 (n = 917). The clinical and biological characteristics of patients were collected, and univariable and multivariable logistic regression analyses were performed to assess the factors associated with smoking in terms of the severity and transmission of PTB. Results Positive tubercle bacilli in sputum and severe PTB were much higher in smoking patients. Together with nutrition status, heavy smoking exhibited a 284% greater risk in severe PTB. Positive tubercle bacilli in sputum was significantly associated with hypoproteinemia and smoking regardless of the status, duration, and degree. Conclusion Because cigarette smoking was strongly and inversely associated with hypoproteinemia, we conclude that smoking plays a critical role in the severity and transmission of PTB. Smoking cessation interventions should be employed to prevent severe PTB and decrease the transmission of PTB.
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Affiliation(s)
- Yanmei Feng
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yue Xu
- Department of Infectious Disease, The First People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
| | - Yuan Yang
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Guangzhao Yi
- Department of Hospital Infection-Control, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Huan Su
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Hong Chen
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Rui Guo
- Department of Critical Care Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China,*Correspondence: Rui Guo ✉
| | - Jinwei Jia
- Department of Respiratory Medicine, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing, China,Jinwei Jia ✉
| | - Pu Wang
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China,Pu Wang ✉
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Mabeza RM, Chervu N, Hadaya J, Lee C, Park M, MacQueen I, Benharash P. Impact of malnutrition on outcomes following groin hernia repair: Insights from the ACS NSQIP. Surgery 2022; 172:1456-1462. [PMID: 36049899 DOI: 10.1016/j.surg.2022.07.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 06/02/2022] [Accepted: 07/27/2022] [Indexed: 10/31/2022]
Abstract
BACKGROUND The present study examined the association of nutrition status, as defined by preoperative serum albumin, with postoperative outcomes and resource use after groin hernia repair. METHODS The 2006 to 2019 American College of Surgeons National Surgical Quality Improvement Program database was queried for adults (≥18 years) undergoing open or laparoscopic repair of inguinal or femoral hernia. Patients were stratified based on the following preoperative serum albumin levels: <2.5 g/dL (severe hypoalbuminemia), 2.5 to <3.0 (moderate hypoalbuminemia), 3.0 to <3.5 (mild), and ≥3.5 (normal albumin). Multivariable regression models were developed to assess the association of hypoalbuminemia with outcomes of interest, including 30-day mortality, postoperative complications, length of stay, and 30-day readmission. RESULTS Of the 261,052 patients meeting inclusion criteria, 0.3% had severe, 1.1% had moderate, and 7.4% had mild hypoalbuminemia, with 91.2% classified as normal albumin. After risk adjustment, mortality risk was greater for severe (5.8%, 95% confidence interval: 4.1-7.6), moderate (4.4%, 95% confidence interval: 3.4-5.3), and mild hypoalbuminemia (1.5%, 95% confidence interval: 1.2-1.8) relative to normal albumin (0.3%, 95% confidence interval: 0.2-0.3). Decreasing serum albumin levels were associated with a stepwise increase in risk of complications, length of stay, and 30-day readmission. CONCLUSION Decreased preoperative serum albumin is associated with increased mortality and morbidity after open and laparoscopic groin hernia repair. Serum albumin remains a relevant predictor of postsurgical outcomes and can thus be used in shared decision-making and optimization of malnourished patients in need of groin hernia repair.
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Affiliation(s)
- Russyan Mark Mabeza
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California-Los Angeles, CA. https://twitter.com/RussyanMabeza
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California-Los Angeles, CA
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California-Los Angeles, CA
| | - Cory Lee
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California-Los Angeles, CA
| | - Mina Park
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California-Los Angeles, CA
| | - Ian MacQueen
- Depatment of Surgery, David Geffen School of Medicine, University of California-Los Angeles, CA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California-Los Angeles, CA.
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Huppler L, Robertson AG, Wiggins T, Hollyman M, Welbourn R. How safe bariatric surgery is-An update on perioperative mortality for clinicians and patients. Clin Obes 2022; 12:e12515. [PMID: 35261160 DOI: 10.1111/cob.12515] [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: 02/05/2022] [Accepted: 02/12/2022] [Indexed: 11/27/2022]
Abstract
Bariatric, metabolic or weight loss surgery produces sustained weight loss and imporovement in obesity related diseases. Bariatric surgery has existed for decades but there is limited reliable data on the risk of perioperative mortality following the procedures. This commentary focuses on a recent meta-analysis which has produced contemporaneous mortality data, and the findings are significant. Utilising data from 3.6 million patients the study has shown an overall pooled perioperative mortality of 0.08%, a significantly reduced risk compared to previous, smaller studies. This finding increases our knowledge of surgical risk for these procedures and should now equip health care groups to challenge barriers to uptake of bariatric surgery. Barriers currently include a worldwide lack of focus on treating obesity, lack of funding and resource from commissioners, and a general public and professional view that bariatric surgery may be high risk. In reality, this figure equates to mortality risk for procedures generally considered 'safe' such as laparoscopic cholecystectomy and knee arthroplasty. Bariatric surgery is a safe option for achieving sustained weight-loss and the treatment of obesity related diseases, and refusing access to surgery on the grounds of perioperative safety should now be an outdated premise.
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Cho J, Park J, Jeong E, Shin J, Ahn S, Park MG, Park RW, Park Y. Machine Learning Approach Using Routine Immediate Postoperative Laboratory Values for Predicting Postoperative Mortality. J Pers Med 2021; 11:jpm11121271. [PMID: 34945743 PMCID: PMC8706001 DOI: 10.3390/jpm11121271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 11/26/2021] [Accepted: 11/29/2021] [Indexed: 11/16/2022] Open
Abstract
Background: Several prediction models have been proposed for preoperative risk stratification for mortality. However, few studies have investigated postoperative risk factors, which have a significant influence on survival after surgery. This study aimed to develop prediction models using routine immediate postoperative laboratory values for predicting postoperative mortality. Methods: Two tertiary hospital databases were used in this research: one for model development and another for external validation of the resulting models. The following algorithms were utilized for model development: LASSO logistic regression, random forest, deep neural network, and XGBoost. We built the models on the lab values from immediate postoperative blood tests and compared them with the SASA scoring system to demonstrate their efficacy. Results: There were 3817 patients who had immediate postoperative blood test values. All models trained on immediate postoperative lab values outperformed the SASA model. Furthermore, the developed random forest model had the best AUROC of 0.82 and AUPRC of 0.13, and the phosphorus level contributed the most to the random forest model. Conclusions: Machine learning models trained on routine immediate postoperative laboratory values outperformed previously published approaches in predicting 30-day postoperative mortality, indicating that they may be beneficial in identifying patients at increased risk of postoperative death.
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Affiliation(s)
- Jaehyeong Cho
- Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon 16499, Korea; (J.C.); (J.P.)
| | - Jimyung Park
- Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon 16499, Korea; (J.C.); (J.P.)
| | - Eugene Jeong
- Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, TN 37232, USA;
| | - Jihye Shin
- Division of Cancer Control & Policy, National Cancer Control Institute, Goyang-si 10408, Korea;
| | - Sangjeong Ahn
- Department of Pathology, Catholic Kwandong University International St. Mary’s Hospital, Incheon 21431, Korea;
| | - Min Geun Park
- Department of Surgery, Catholic Kwandong University International St. Mary’s Hospital, Incheon 21431, Korea;
| | - Rae Woong Park
- Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon 16499, Korea; (J.C.); (J.P.)
- Department of Biomedical Informatics, Ajou University School of Medicine, Suwon 16499, Korea
- Correspondence: (R.W.P.); (Y.P.)
| | - Yongkeun Park
- Department of Surgery, Catholic Kwandong University International St. Mary’s Hospital, Incheon 21431, Korea;
- Correspondence: (R.W.P.); (Y.P.)
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Robertson AGN, Wiggins T, Robertson FP, Huppler L, Doleman B, Harrison EM, Hollyman M, Welbourn R. Perioperative mortality in bariatric surgery: meta-analysis. Br J Surg 2021; 108:892-897. [PMID: 34297806 DOI: 10.1093/bjs/znab245] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 06/02/2021] [Indexed: 02/05/2023]
Abstract
BACKGROUND Bariatric surgery is an established treatment for severe obesity; however, fewer than 1 per cent of eligible patients undergo surgery. The perceived risk of surgery may contribute to the low uptake. The aim of this study was to determine perioperative mortality associated with bariatric surgery, comparing different operation types and data sources. METHODS A literature search of Ovid MEDLINE, Embase, and the Cochrane Central Register of Controlled Trials was conducted to identify studies published between 1 January 2014 and 31 July 2020. Inclusion criteria were studies of at least 1000 patients reporting short-term mortality after bariatric surgery. Data were collected on RCTs. Meta-analysis was performed to establish overall mortality rates across different study types. The primary outcome measure was perioperative mortality. Different operation types were compared, along with study type, in subgroup analyses. The study was registered at PROSPERO (2019: CRD 42019131632). RESULTS Some 4356 articles were identified and 58 met the inclusion criteria. Data were available on over 3.6 million patients. There were 4707 deaths. Pooled analysis showed an overall mortality rate of 0.08 (95 per cent c.i. 0.06 to 0.10; 95 per cent prediction interval 0 to 0.21) per cent. In subgroup analysis, there was no statistically significant difference between overall, 30-day, 90-day or in-hospital mortality (P = 0.29). There was no significant difference in reported mortality for RCTs, large studies, national databases or registries (P = 0.60). The pooled mortality rates by procedure type in ascending order were: 0.03 per cent for gastric band, 0.05 per cent for sleeve gastrectomy, 0.09 per cent for one-anastomosis gastric bypass, 0.09 per cent for Roux-en-Y gastric bypass, and 0.41 per cent for duodenal switch (P < 0.001 between operations). CONCLUSION Bariatric surgery is safe, with low reported perioperative mortality rates.
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Affiliation(s)
| | - T Wiggins
- Heartlands Hospital, Birmingham, Birmingham, UK
| | | | | | - B Doleman
- University of Nottingham, Nottingham, UK
| | - E M Harrison
- Centre for Global Health Research, Usher Institute of Population Health Sciences and Informatics, The University of Edinburgh, Edinburgh, UK
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11
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Reinke CE, Lim RB. Minimally invasive acute care surgery. Curr Probl Surg 2021; 59:101031. [DOI: 10.1016/j.cpsurg.2021.101031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 05/16/2021] [Indexed: 12/07/2022]
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12
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Reinke CE, Lim RB. Minimally Invasive Acute Care Surgery. Curr Probl Surg 2021. [DOI: 10.1016/j.cpsurg.2021.101033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2022]
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Rudasill SE, Dillon D, Karunungan K, Mardock AL, Hadaya J, Sanaiha Y, Tran Z, Benharash P. The obesity paradox: Underweight patients are at the greatest risk of mortality after cholecystectomy. Surgery 2021; 170:675-681. [PMID: 33933284 DOI: 10.1016/j.surg.2021.03.034] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 03/10/2021] [Accepted: 03/14/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND Elevated body mass index is a risk factor for gallstone disease and cholecystectomy, but outcomes for low body mass index patients remain uncharacterized. We examined the association of body mass index with morbidity, mortality, and resource use after cholecystectomy. METHODS The 2005 to 2016 American College of Surgeons National Surgical Quality Improvement Program was retrospectively analyzed for adult patients undergoing laparoscopic and open cholecystectomy. Patients were stratified into 5 groups: body mass index <18.5 (underweight), body mass index 18.5 to 24.9 (normal weight), body mass index 25 to 29.9 (overweight), body mass index 30 to 34.9 (class I obesity), body mass index 35 to 39.9 (class II obesity), and body mass index ≥40 (class III obesity). Multivariable regressions identified independent associations of covariates with 30-day mortality, complications, and resource use. RESULTS Of 327,473 cholecystectomy patients, 1.0% were underweight, 19.5% normal weight, 30.3% overweight, 24.0% class I obesity, 13.5% class II obesity, and 11.7% class III obesity. After multivariable analysis, underweight patients had a higher risk of mortality (adjusted odds ratio = 1.53; P = .029) and postoperative bleeding (adjusted odds ratio = 1.45; P = .011) relative to normal weight patients. Conversely, class III obesity patients had lower mortality (adjusted odds ratio = 0.66; P = .005) but increased operative time (β = 10.2 minutes; P < .001), wound infection (adjusted odds ratio = 1.38; P < .001), and wound dehiscence (adjusted odds ratio = 2.20; P < .001). Hospital duration of stay and readmission rates were highest for underweight patients. CONCLUSION Underweight patients experience increased risk of mortality and readmission, while class III obesity patients have higher rates of wound infection and dehiscence as well as prolonged operative time. These findings may guide choice of intervention.
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Affiliation(s)
- Sarah E Rudasill
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Dustin Dillon
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Krystal Karunungan
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Alexandra L Mardock
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Yas Sanaiha
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Zachary Tran
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine, University of California, Los Angeles, CA.
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Liu Q, Gao K, Zheng C, Guo C. The Risk Factors for Perioperative Serum Albumin Variation in Pediatric Patients Undergoing Major Gastroenterology Surgery. Front Surg 2021; 7:627174. [PMID: 33585551 PMCID: PMC7873733 DOI: 10.3389/fsurg.2020.627174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Accepted: 12/30/2020] [Indexed: 12/13/2022] Open
Abstract
Background: The albumin, a negative acute-phase protein, is important for perioperative morbidity, even in patients with normal preoperative levels. This study intend to determine the perioperative factors related with the postoperative reduction in serum albumin (ΔALB) and its influence on perioperative outcome in a pediatric general surgical cohort. Methods: This single-center retrospective review included 939 pediatric patients who underwent major gastroenterology surgery from August 2010 to August 2019. The patients were dichotomized into a high ΔALB group (≥14.6%) and a low ΔALB group (<14.6%) based on the mean value of ΔALB (14.6%). the independent risk factors for ΔALB, were explored using the propensity score matching to minimize potential selection bias and subjected to method multivariable logistic regression model. Furthermore, in 366 matched patients, the influences of operating time on perioperative outcomes were analyzed. Results: Among the 996 patients reviewed, 939 patient records were enrolled in the final analysis. Controlling for other factors, multivariable analysis showed that a high CRP on POD 3 or 4 [odds ratio (OR) = 2.36 (95% CI, 1.51–3.86); p = 0.007], a longer operating time [OR = 1.18 (95% CI, 1.00–1.53); p = 0.014), and the presence of Charcot's triad [OR = 1.73 (95% CI, 1.05–2.83); p = 0.031] were factors that predicted a high ΔALB level. A high ΔALB level was also related with gastrointestinal functional recovery delay, reflected by the postoperative defecation (p = 0.013) and bowel movement (p = 0.019) delay and the high occurrence of postoperative complications (16.1 vs. 10.9%, OR, 1.57; 95% CI, 1.02–2.41, P = 0.0026). Conclusions: The high ΔALB level was correlated with postoperative outcome. To obtain a safe recovery and discharge after a major abdominal operation, the above risk factors for ΔALB could be addressed in the perioperative period.
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Affiliation(s)
- Qingshuang Liu
- Department of Pediatric General and Neonatal Surgery, Children's Hospital, Chongqing Medical University, Chongqing, China.,Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Chongqing Engineering Research Center of Stem Cell Therapy, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Kai Gao
- Department of Pediatric General and Neonatal Surgery, Children's Hospital, Chongqing Medical University, Chongqing, China.,Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Chongqing Engineering Research Center of Stem Cell Therapy, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Chao Zheng
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Chongqing Engineering Research Center of Stem Cell Therapy, Children's Hospital of Chongqing Medical University, Chongqing, China.,Department of Orthopedics, Children's Hospital, Chongqing Medical University, Chongqing, China
| | - Chunbao Guo
- Department of Pediatric General and Neonatal Surgery, Children's Hospital, Chongqing Medical University, Chongqing, China.,Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Chongqing Engineering Research Center of Stem Cell Therapy, Children's Hospital of Chongqing Medical University, Chongqing, China
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