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Seow YT, Nyandoro MG, Poh S, Tee YC, Yew MK, Wong SL. The Impact of Obesity on Mortality and Complications in Posterior Retroperitoneoscopic Adrenalectomy. Cureus 2023; 15:e42421. [PMID: 37497309 PMCID: PMC10367120 DOI: 10.7759/cureus.42421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/25/2023] [Indexed: 07/28/2023] Open
Abstract
Background Obesity is a global epidemic. It influences surgical technique, ergonomics, safety, and outcomes. However, there is a paucity of evidence of obesity-related impact in posterior retroperitoneoscopic adrenalectomy (PRA). This study compared perioperative outcomes of obese and non-obese participants undergoing PRA. Methodology This is a multi-center retrospective cohort study of elective PRA from March 2014 to December 2022. Patient demographics, surgical techniques, clinicopathological parameters, and outcomes, including overall complication rate, were analyzed using SPSS version 27 (IBM Corp., Armonk, NY, USA). Results Seventy-five patients underwent a PRA, of which 97.3% were completed retroperitoneoscopically. The overall complication rate was (9.3%), and on subgroup analysis, the obese cohort had a lower percentage complication profile at 6.5%. Male participants comprised 52%, with a median age of 55 (IQR=19). The median BMI was 29.0 (IQR=8), of which 41% were obese, and 40% were overweight. Univariate analysis showed that being obese was not significantly associated with a higher complication rate (p=0.471). In addition, there was no significant increase in conversion (p=0.508), bleeding/transfusion (p=0.508), surgical site infection (SSI; p=1.000), incisional hernia (p=1.000), ICU or high dependency unit admission (p=0.292) and any-cause mortality (p=1.000). No sentinel deaths directly related to PRA were recorded. Procedure duration was longer in obese (117 mins) vs. non-obese participants (88.9 mins, p=0.022). However, there was no significant difference in the length-of-hospital stay (p=0.592). The cohort conversion rate was (2.7%), and tumor size was associated with a higher conversion rate (35.4 vs. 62.5mm, p=0.040). Conclusion Posterior retroperitoneoscopic adrenalectomy can be a safe procedure in obese populations, and obesity does not increase perioperative morbidity or mortality.
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Affiliation(s)
- Yi Th'ng Seow
- General and Endocrine Surgery, Royal Perth Hospital, Perth, AUS
| | - Munyaradzi G Nyandoro
- General Surgery, Fiona Stanley Hospital, Perth, AUS
- General and Endocrine Surgery, Royal Perth Hospital, Perth, AUS
| | - Shearn Poh
- General and Endocrine Surgery, Royal Perth Hospital, Perth, AUS
| | | | - Ming Khoon Yew
- General and Endocrine Surgery, Royal Perth Hospital, Perth, AUS
- General and Endocrine Surgery, St. John of God Murdoch Hospital, Murdoch, AUS
| | - Sze Ling Wong
- General and Endocrine Surgery, Royal Perth Hospital, Perth, AUS
- General and Endocrine Surgery, St. John of God Murdoch Hospital, Murdoch, AUS
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2
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Fever After Colectomy in the Enhanced Recovery Era: Incidence and Risk Factors for Pathologic Source. J Surg Res 2022; 277:171-180. [DOI: 10.1016/j.jss.2022.04.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 02/24/2022] [Accepted: 04/07/2022] [Indexed: 11/16/2022]
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Safaei M, Sundararajan EA, Driss M, Boulila W, Shapi'i A. A systematic literature review on obesity: Understanding the causes & consequences of obesity and reviewing various machine learning approaches used to predict obesity. Comput Biol Med 2021; 136:104754. [PMID: 34426171 DOI: 10.1016/j.compbiomed.2021.104754] [Citation(s) in RCA: 251] [Impact Index Per Article: 62.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 08/05/2021] [Accepted: 08/05/2021] [Indexed: 01/02/2023]
Abstract
Obesity is considered a principal public health concern and ranked as the fifth foremost reason for death globally. Overweight and obesity are one of the main lifestyle illnesses that leads to further health concerns and contributes to numerous chronic diseases, including cancers, diabetes, metabolic syndrome, and cardiovascular diseases. The World Health Organization also predicted that 30% of death in the world will be initiated with lifestyle diseases in 2030 and can be stopped through the suitable identification and addressing of associated risk factors and behavioral involvement policies. Thus, detecting and diagnosing obesity as early as possible is crucial. Therefore, the machine learning approach is a promising solution to early predictions of obesity and the risk of overweight because it can offer quick, immediate, and accurate identification of risk factors and condition likelihoods. The present study conducted a systematic literature review to examine obesity research and machine learning techniques for the prevention and treatment of obesity from 2010 to 2020. Accordingly, 93 papers are identified from the review articles as primary studies from an initial pool of over 700 papers addressing obesity. Consequently, this study initially recognized the significant potential factors that influence and cause adult obesity. Next, the main diseases and health consequences of obesity and overweight are investigated. Ultimately, this study recognized the machine learning methods that can be used for the prediction of obesity. Finally, this study seeks to support decision-makers looking to understand the impact of obesity on health in the general population and identify outcomes that can be used to guide health authorities and public health to further mitigate threats and effectively guide obese people globally.
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Affiliation(s)
- Mahmood Safaei
- Centre for Software Technology and Management, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia (UKM), Bangi, 43600, Selangor, Malaysia
| | - Elankovan A Sundararajan
- Centre for Software Technology and Management, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia (UKM), Bangi, 43600, Selangor, Malaysia.
| | - Maha Driss
- RIADI Laboratory, University of Manouba, Manouba, Tunisia; College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia
| | - Wadii Boulila
- RIADI Laboratory, University of Manouba, Manouba, Tunisia; College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia
| | - Azrulhizam Shapi'i
- Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia (UKM), Bangi, 43600, Selangor, Malaysia
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Atamna A, Daskal R, Babich T, Ayada G, Ben-Zvi H, Elis A, Bishara J, Avni T. The impact of obesity on seasonal influenza: a single-center, retrospective study conducted in Israel. Eur J Clin Microbiol Infect Dis 2021; 40:1471-1476. [PMID: 33575963 PMCID: PMC7877522 DOI: 10.1007/s10096-021-04174-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 01/24/2021] [Indexed: 02/06/2023]
Abstract
Obesity is associated with an increased susceptibility to infections. Several studies have reported adverse clinical outcomes of influenza among obese individuals. Our aim was to examine the association between obesity and the clinical outcomes of hospitalized adult patients ill with seasonal influenza. Consecutive hospitalized adult patients between 10/2017 and 4/2018 with laboratory confirmed influenza A and B were divided into an obese group (body mass index (BMI) ≥ 30 kg/m2) and controls. The primary outcome was a composite endpoint of 30-day all-cause mortality, vasopressor use, mechanical ventilation, ICU admission, and severe influenza complication (myocarditis and encephalitis). Secondary outcomes encompassed all the components of the primary outcome, 90-day all-cause mortality, occurrence of pneumonia, length of hospital stay, and 90-day readmission rates. The study comprised 512 hospitalized adults diagnosed with laboratory-confirmed influenza A (195/512) and B (317/512). Within this group, 17% (86/512) were classified obese; the remaining 83% (426/512) were controls. Results of the composite outcome (7/85, 8% vs. 45/422, 11%; p=0.5) and the crude 30-day all-cause mortality rate (5/86, 6% vs. 34/426, 8%, p=0.5) were similar between the two groups. The multivariate analysis demonstrated that obesity was not a significant risk factor for influenza adverse events (OR=1.3, CI 95% 0.3-3.3; p=0.5), whereas advanced age, chronic kidney disease, and hypoalbuminemia were significant risk factors (OR=1.03, OR=2.7, and OR=5.4, respectively). Obesity was not associated with influenza-related morbidity and mortality among the hospitalized adults during the 2017-2018 influenza season. Further studies researching different influenza seasons are essential.
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Affiliation(s)
- Alaa Atamna
- Infectious Disease Unit, Rabin Medical Center, Beilinson Hospital, Petach-Tikva, Israel.
- Sackler Faculty of Medicine, Tel Aviv University, Tel-Aviv, Israel.
| | - Ron Daskal
- Sackler Faculty of Medicine, Tel Aviv University, Tel-Aviv, Israel
| | - Tanya Babich
- Sackler Faculty of Medicine, Tel Aviv University, Tel-Aviv, Israel
- Internal Medicine Department E, Rabin Medical Center, Beilinson Hospital, Petach-Tikva, Israel
| | - Gida Ayada
- Internal Medicine Department C, Rabin Medical Center, Beilinson Hospital, Petach-Tikva, Israel
| | - Haim Ben-Zvi
- Clinical Microbiology Laboratory, Rabin Medical Center, Beilinson Hospital, Petach-Tikva, Israel
| | - Avishay Elis
- Sackler Faculty of Medicine, Tel Aviv University, Tel-Aviv, Israel
- Internal Medicine Department C, Rabin Medical Center, Beilinson Hospital, Petach-Tikva, Israel
| | - Jihad Bishara
- Infectious Disease Unit, Rabin Medical Center, Beilinson Hospital, Petach-Tikva, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel-Aviv, Israel
| | - Tomer Avni
- Sackler Faculty of Medicine, Tel Aviv University, Tel-Aviv, Israel
- Internal Medicine Department A, Rabin Medical Center, Beilinson Hospital, Petach-Tikva, Israel
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Reeves N, Cuff S, Boyce K, Harries R, Roberts C, Harrison W, Torkington J. Diagnosis of colorectal and emergency surgical site infections in the era of enhanced recovery: an all-Wales prospective study. Colorectal Dis 2021; 23:1239-1247. [PMID: 33544977 DOI: 10.1111/codi.15569] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 11/26/2020] [Accepted: 12/16/2020] [Indexed: 12/13/2022]
Abstract
AIM Surgical site infections (SSIs) are associated with increased morbidity, hospital stay and cost. The literature reports that 25% of patients who undergo colorectal surgical procedures develop a SSI. Due to the enhanced recovery programme, patients are being discharged earlier with some SSIs presenting in primary care, making accurate recording of SSIs difficult. The aim of this study was to accurately record the 30-day SSI rate after surgery performed by colorectal surgeons nationally within Wales. METHOD During March 2019, a national prospective snapshot study of all patients undergoing elective or emergency colorectal and general surgical procedures under the care of a colorectal consultant at 12 Welsh hospitals was completed. There was a multimodal 30-day follow-up using electronic records, clinic visits and/or telephone calls. Diagnosis of SSI was based on Centers for Disease Control and Prevention diagnostic criteria. RESULTS Within Wales, of the 545 patients included, 13% developed a SSI within 30 days, with SSI rates of 14.3% for elective surgery and 11.7% for emergency surgery. Of these SSIs, 49.3% were diagnosed in primary care, with 28.2% of patients being managed exclusively in the community. There were two peaks of diagnosis at days 5-7 and days 22-28. SSI rates between laparoscopic (8.6%) and open (16.2%) surgeries were significantly different (p = 0.028), and there was also a significantly different rate of SSI between procedure groups (p = 0.001), with high SSI rates for colon (22%) and rectal (18.9%) surgery compared with general surgical procedures. CONCLUSION This first all-Wales prospective study demonstrated an overall SSI rate of 13%. By incorporating accurate primary care follow-up it was found that 49.3% of these SSIs were diagnosed in primary care.
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Affiliation(s)
- Nicola Reeves
- Colorectal Surgery, University Hospital of Wales, Cardiff, UK
| | - Simone Cuff
- Division of Infection and Immunity, Cardiff University, Cardiff, UK
| | - Kathryn Boyce
- Colorectal Surgery, University Hospital of Wales, Cardiff, UK
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Perioperative blood transfusion is associated with an increased risk for post-surgical infection following pancreaticoduodenectomy. HPB (Oxford) 2019; 21:1577-1584. [PMID: 31040065 DOI: 10.1016/j.hpb.2019.03.374] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 12/16/2018] [Accepted: 03/27/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND/PURPOSE Perioperative blood transfusion is common after pancreaticoduodenectomy (PD) and may predispose patients to infectious complications. The purpose of this study is to examine the association between perioperative blood transfusion and the development of post-surgical infection after PD. METHODS Patients who underwent PD from 2014 to 2015 were identified in the NSQIP pancreas-specific database. Logistic regression analysis was used to compute adjusted odds ratios (aOR) to identify an independent association between perioperative red blood cell transfusion (within 72 h of surgery) and the development of post-operative infection after 72 h. RESULTS A total of 6869 patients underwent PD during this time period. Of these, 1372 (20.0%) patients received a perioperative blood transfusion. Patients receiving transfusion had a higher rate of post-operative infection (34.7% vs 26.5%, p < 0.001). After adjusting for significant covariates, perioperative transfusion was independently associated the subsequent development of any post-operative infection (aOR 1.41 [1.23-1.62], p < 0.001), including pneumonia (aOR 2.01 [1.48-2.74], p < 0.001), sepsis (aOR 1.62 [1.29-2.04], p < 0.001), and septic shock (aOR 1.92 [1.38-2.68], p < 0.001). CONCLUSION There is a strong independent association between perioperative blood transfusion and the development of subsequent post-operative infection following PD.
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Van Dalen ASHM, Ali UA, Murray ACA, Kiran RP. Optimizing Patient Selection for Laparoscopic and Open Colorectal Cancer Resections: A National Surgical Quality Improvement Program–Matched Analysis. Am Surg 2019. [DOI: 10.1177/000313481908500230] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The aim of this study was to identify patients undergoing colorectal cancer (CRC) resection who might benefit specifically from either an open or laparoscopic approach. From the NSQIP database (2012–2013), patients who underwent laparoscopic colectomy (LC) or open colectomy (OC) for CRC were identified. The two groups were matched and compared in terms of any, medical, and surgical complications. A wide range of patient characteristics were collected and analyzed. Interaction analysis was performed in a multivariable regression model to identify risk factors that may make LC or OC more beneficial in certain subgroups of patients. Overall, OC (n = 6593) was associated with a significantly higher risk of any [odds ratio (OR) 2.03, 95% confidence interval (CI) 1.87–2.20], surgical (OR 1.98, 95% CI 1.82–2.16), and medical (OR 1.71, 95% CI 1.51–1.94) complications than LC (n = 6593). No subgroup of patients benefited from an open approach. Patients with obesity (BMI > 30) (P = 0.03) and older age (>65 years) (P = 0.01) benefited more than average from a laparoscopic approach. For obese patients, LC was associated with less overall complications (OC vs LC: OR 1.92 obese vs 1.21 nonobese patients). For elderly patients, LC was more preferable regarding the risk of medical complications (OC vs LC OR of 1.91 vs 1.34 for younger patients). No subgroup of CRC patients benefited specifically more from an open colorectal resection. This supports that the laparoscopic technique should be performed whenever feasible. For the obese and elderly patients, the benefits of the laparoscopic approach were more pronounced.
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Affiliation(s)
| | - Usama Ahmed Ali
- Department of Surgery, Amsterdam Gastroenterology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Department of Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Alice C. A. Murray
- Department of Colorectal Surgery, Columbia University Medical Centre, New York, New York
| | - Ravi Pokala Kiran
- Department of Colorectal Surgery, Columbia University Medical Centre, New York, New York
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The effect of obesity on laparoscopic and robotic-assisted colorectal surgery outcomes: an ACS-NSQIP database analysis. J Robot Surg 2017; 12:317-323. [DOI: 10.1007/s11701-017-0736-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2017] [Accepted: 08/01/2017] [Indexed: 01/16/2023]
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9
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Atamna A, Elis A, Gilady E, Gitter-Azulay L, Bishara J. How obesity impacts outcomes of infectious diseases. Eur J Clin Microbiol Infect Dis 2016; 36:585-591. [DOI: 10.1007/s10096-016-2835-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Accepted: 10/31/2016] [Indexed: 12/14/2022]
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10
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Chand M, De’Ath HD, Siddiqui M, Mehta C, Rasheed S, Bromilow J, Qureshi T. Obese patients have similar short-term outcomes to non-obese in laparoscopic colorectal surgery. World J Gastrointest Surg 2015; 7:261-266. [PMID: 26527560 PMCID: PMC4621477 DOI: 10.4240/wjgs.v7.i10.261] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2015] [Revised: 07/19/2015] [Accepted: 08/21/2015] [Indexed: 02/06/2023] Open
Abstract
AIM: To determine whether obese patients undergoing laparoscopic surgery within an enhanced recovery program had worse short-term outcomes.
METHODS: A prospective study of consecutive patients undergoing laparoscopic colorectal resection was carried out between 2008 and 2011 in a single institution. Patients were divided in groups based on body mass index (BMI). Short-term outcomes including operative data, length of stay, complications and readmission rates were recorded and compared between the groups. Continuous data were analysed using t-test or one-way Analysis of Variance. χ2 test was used to compare categorical data.
RESULTS: Two hundred and fifty four patients were included over the study period. The majority of individuals (41.7%) recruited were of a healthy weight (BMI < 25), whilst 50 patients were classified as obese (19.6%). Patients were matched in terms of the presence of co-morbidities and previous abdominal surgery. Obese patients were found to have a statistically significant difference in The American Society of Anesthesiologists grade. Length of surgery and intra-operative blood loss were no different according to BMI.
CONCLUSION: Obesity (BMI > 25) does not lead to worse short-term outcomes in laparoscopic colorectal surgery and therefore such patients should not be precluded from laparoscopic surgery.
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