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Ruiz-Grajales ÁE, Correa-Cote JC, Sánchez-Zapata MÁ, Orozco-Puerta MM, Baena-García JF, Castrillón-Martínez E. Five-year overall survival of early- and late-onset colorectal cancer in Medellín, Colombia: a comparative study. J Cancer Res Clin Oncol 2024; 150:490. [PMID: 39516395 PMCID: PMC11549184 DOI: 10.1007/s00432-024-06007-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Accepted: 10/21/2024] [Indexed: 11/16/2024]
Abstract
PURPOSE Early-onset colorectal cancer (CRC) (EOCRC, < 50 years) has distinct clinicopathological features from late-onset CRC (LOCRC, ≥ 50 years). However, evidence on survival outcomes is contradictory. We aimed to analyse the differences in 5-year overall survival (OS) between EOCRC and LOCRC. METHODS A retrospective cohort study was conducted during 2018-2022. Individuals aged ≥ 18 years diagnosed with CRC at two hospitals in Medellín, Colombia were included. Clinicopathological and survival data were retrieved from the medical records and a public government database. Patients were categorized into EOCRC and LOCRC groups. Five-year OS rates were calculated using the Kaplan-Meier method and prognostic factors for OS were identified through Cox regression models. RESULTS Among 1022 patients, 52.5% were female, and 13.5% (n = 138) had EOCRC. Patients with EOCRC showed higher 5-year OS rates than LOCRC patients (54% vs. 32%). Univariable analyses indicated a 37% lower risk of death for EOCRC compared to LOCRC (HR: 0.633, 95%CI: 0.476-0.840, p = 0.002). After multivariable analyses, advanced staging and higher tumour grading were prognostic factors for worse OS (HR: 2.127, 95% CI:1.405-3.220, p = 0.0001; and HR: 12.896, 95%CI: 6.310-26.355, p = 0.000; respectively), and being in the EOCRC group remained as a prognostic factor for higher OS (HR: 0.482, 95% CI: 0.336-0.690, p = 0.000). CONCLUSION EOCRC is associated with significantly better 5-year OS rates and prognosis compared to LOCRC. Advanced stage and higher tumour grading are predictors of lower OS among all CRC patients. These findings highlight the importance of age-related risk stratification and personalized therapeutic approaches in CRC.
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Affiliation(s)
- Álvaro Esteban Ruiz-Grajales
- Semillero de Investigación en Salud (SEIS), Facultad de Medicina, Universidad de Antioquia UdeA, St. 51D # 62-29, Medellín, 050010470, Colombia.
| | - Juan Camilo Correa-Cote
- Clínica Medellín S.A.S, Medellín, Colombia
- Department of Surgery, Facultad de Medicina, Universidad de Antioquia UdeA, Medellín, Colombia
| | - Miguel Ángel Sánchez-Zapata
- Semillero de Investigación en Salud (SEIS), Facultad de Medicina, Universidad de Antioquia UdeA, St. 51D # 62-29, Medellín, 050010470, Colombia
| | - Manuela María Orozco-Puerta
- Semillero de Investigación en Salud (SEIS), Facultad de Medicina, Universidad de Antioquia UdeA, St. 51D # 62-29, Medellín, 050010470, Colombia
| | - Juan Felipe Baena-García
- Semillero de Investigación en Medicina Interna (SIMI), Facultad de Medicina, Universidad de Antioquia UdeA, Medellín, Colombia
| | - Esteban Castrillón-Martínez
- Semillero de Investigación en Salud (SEIS), Facultad de Medicina, Universidad de Antioquia UdeA, St. 51D # 62-29, Medellín, 050010470, Colombia
- Hospital Alma Máter de Antioquia, Medellín, Colombia
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Rosenberg SM, McCue S, He J, Lafky JM, Carey LA, Galanis E, Leonard JP, Meyerhardt J, Ng K, Schwartz GK, Stock W, Paskett ED, Partridge AH, George S. Alliance A151945: Accrual and characteristics of adolescent and young adult patients in Alliance trials from 2000 to 2017. Cancer 2024; 130:750-769. [PMID: 37916800 PMCID: PMC10922614 DOI: 10.1002/cncr.35078] [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: 05/12/2023] [Revised: 08/29/2023] [Accepted: 09/29/2023] [Indexed: 11/03/2023]
Abstract
BACKGROUND Identifying patient- and disease-specific characteristics associated with clinical trial enrollment of adolescents and young adults (AYAs) with cancer may target efforts to improve accrual. METHODS Alliance for Clinical Trials in Oncology (Alliance) trials opened from January 1, 2000, and closed before January 1, 2018, for common AYA cancers were identified. Proportions of AYAs (aged 18-39 years old) versus non-AYAs (aged ≥40 years old) enrolled by cancer type were summarized by descriptive statistics. Among studies with ≥20 AYAs enrolled, demographic and disease characteristics of AYAs versus non-AYAs were compared with χ2 and Kruskal-Wallis tests. A qualitative review was also conducted of therapeutic trials included in analysis in PubMed through December 31, 2021, that reported AYA-specific survival. RESULTS Among 188 trials enrolling 40,396 patients, AYAs represented 11% (4468 of 40,396) of accrual. AYA accrual varied by cancer type (leukemia, 23.6%; breast, 9.9%; lymphoma, 14.8%; colorectal, 6.2%; central nervous system, 8.1%; melanoma, 11.8%; sarcoma, 12%). Across ages, the proportion of Black and Hispanic patients enrolled was 1%-10%. Compared to non-AYAs, AYAs in breast and colorectal cancer trials were less likely to be White and more likely to be Hispanic. Disease characteristics differed by age for selected trials. Two trials reported AYA-specific survival, with no significant differences observed by age. CONCLUSIONS AYA accrual to Alliance trials was comparable to or exceeded population-based, age-specific prevalence estimates for most cancer types. Greater proportional representation of Hispanic and non-White patients among AYAs reflects US demographic trends. The small number of minority patients enrolled across ages underscores the persistent challenge of ensuring equitable access to trials, including for AYAs.
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Affiliation(s)
| | - Shaylene McCue
- Alliance Statistics and Data Management Center, Mayo Clinic, Rochester, MN
| | - Jun He
- Alliance Statistics and Data Management Center, Mayo Clinic, Rochester, MN
| | | | - Lisa A. Carey
- University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | | | | | | | - Kimmie Ng
- Dana-Farber Cancer Institute, Boston, MA
| | - Gary K. Schwartz
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY
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Murphy CC, Zaki TA. Changing epidemiology of colorectal cancer - birth cohort effects and emerging risk factors. Nat Rev Gastroenterol Hepatol 2024; 21:25-34. [PMID: 37723270 DOI: 10.1038/s41575-023-00841-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/22/2023] [Indexed: 09/20/2023]
Abstract
Incidence and mortality of colorectal cancer (CRC) are increasing worldwide, suggesting broad changes in the epidemiology of CRC. In this Review, we discuss the changes that are becoming evident, including trends in CRC incidence and mortality by age and birth cohort, and consider the contributions of early-life exposures and emerging risk factors to these changes. Importantly, incidence of CRC has increased among people born since the early 1950s in nearly all regions of the world. These so-called birth cohort effects imply the involvement of factors that influence the earliest stages of carcinogenesis and have effects across the life course. Accumulating evidence supports the idea that early-life exposures are important risk factors for CRC, including exposures during fetal development, childhood, adolescence and young adulthood. Environmental chemicals could also have a role because the introduction of many in the 1950s and 1960s coincides with increasing incidence of CRC among people born during those years. To reverse the expected increases in the global burden of CRC, participation in average-risk screening programmes needs to be increased by scaling up and implementing evidence-based screening strategies, and emerging risk factors responsible for these increases need to be identified.
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Affiliation(s)
- Caitlin C Murphy
- Department of Health Promotion & Behavioral Sciences, University of Texas Health Science Center at Houston (UTHealth Houston) School of Public Health, Houston, TX, USA.
| | - Timothy A Zaki
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
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Farooq A, Keehn AR, Xu Y, Kong S, Cheung WY, Quan ML, MacLean AR. Patient and disease characteristics, treatment practices and oncologic outcomes among patients with colorectal cancer: a population-based analysis. Can J Surg 2023; 66:E71-E78. [PMID: 36792127 PMCID: PMC9943546 DOI: 10.1503/cjs.024320] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/21/2022] [Indexed: 02/17/2023] Open
Abstract
BACKGROUND The incidence of colorectal cancer (CRC) is increasing among young adults. We sought to report on patient and disease characteristics, treatment practice patterns and outcomes in this population. METHODS We conducted a retrospective cohort study using administrative health data from the Alberta Cancer Registry (2004-2015), including demographic and tumour characteristics, and treatment received. Outcome measures included overall and cancer-specific deaths. We used Cox regression and Kaplan-Meier curves to assess for factors associated with survival. RESULTS We included 18 070 patients with CRC (n = 1583 [8.8%] < 50 yr, n = 16 487 [91.2 %] ≥ 50 yr). Younger patients were more likely to present with locally advanced disease (21.0% v. 18.0%, p < 0.0001), stage III (16.4 % v. 14.6%, p < 0.0001) or metastatic (16.7% v. 13.8%, p < 0.0001) involvement. Younger patients were more likely to receive surgery (87.2% v. 80.9%, p < 0.0001), chemotherapy (59.6% v. 34.1%, p < 0.0001) or radiation therapy (49.5% v. 37.2%, p < 0.001). At 5 years, overall and cancer-specific survival was better among younger patients than older patients (30.6% v. 51.5% overall deaths, 27.5% v. 38.4% cancer-specific deaths, p < 0.0001). CONCLUSION Despite higher stage and higher grade disease, young patients with CRC had more favourable oncologic outcomes than stage-matched older patients, which may be related to younger patients receiving more aggressive treatment. Further investigation should focus on optimal treatment patterns for young patients with CRC.
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Affiliation(s)
- Ameer Farooq
- From the Department of Surgery, University of Calgary, Calgary, Alta. (Farooq, Keehn, Xu, Kong, Quan, MacLean); the Department of Community Health Sciences, University of Calgary, Calgary, Alta. (Keehn, Xu, Kong, Cheung, Quan); and the Department of Oncology, University of Calgary, Calgary, Alta. (Xu, Kong, Cheung, Quan)
| | - Alysha R Keehn
- From the Department of Surgery, University of Calgary, Calgary, Alta. (Farooq, Keehn, Xu, Kong, Quan, MacLean); the Department of Community Health Sciences, University of Calgary, Calgary, Alta. (Keehn, Xu, Kong, Cheung, Quan); and the Department of Oncology, University of Calgary, Calgary, Alta. (Xu, Kong, Cheung, Quan)
| | - Yuan Xu
- From the Department of Surgery, University of Calgary, Calgary, Alta. (Farooq, Keehn, Xu, Kong, Quan, MacLean); the Department of Community Health Sciences, University of Calgary, Calgary, Alta. (Keehn, Xu, Kong, Cheung, Quan); and the Department of Oncology, University of Calgary, Calgary, Alta. (Xu, Kong, Cheung, Quan)
| | - Shiying Kong
- From the Department of Surgery, University of Calgary, Calgary, Alta. (Farooq, Keehn, Xu, Kong, Quan, MacLean); the Department of Community Health Sciences, University of Calgary, Calgary, Alta. (Keehn, Xu, Kong, Cheung, Quan); and the Department of Oncology, University of Calgary, Calgary, Alta. (Xu, Kong, Cheung, Quan)
| | - Winson Y Cheung
- From the Department of Surgery, University of Calgary, Calgary, Alta. (Farooq, Keehn, Xu, Kong, Quan, MacLean); the Department of Community Health Sciences, University of Calgary, Calgary, Alta. (Keehn, Xu, Kong, Cheung, Quan); and the Department of Oncology, University of Calgary, Calgary, Alta. (Xu, Kong, Cheung, Quan)
| | - May Lynn Quan
- From the Department of Surgery, University of Calgary, Calgary, Alta. (Farooq, Keehn, Xu, Kong, Quan, MacLean); the Department of Community Health Sciences, University of Calgary, Calgary, Alta. (Keehn, Xu, Kong, Cheung, Quan); and the Department of Oncology, University of Calgary, Calgary, Alta. (Xu, Kong, Cheung, Quan)
| | - Anthony R MacLean
- From the Department of Surgery, University of Calgary, Calgary, Alta. (Farooq, Keehn, Xu, Kong, Quan, MacLean); the Department of Community Health Sciences, University of Calgary, Calgary, Alta. (Keehn, Xu, Kong, Cheung, Quan); and the Department of Oncology, University of Calgary, Calgary, Alta. (Xu, Kong, Cheung, Quan)
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Abstract
Contrary to decreasing incidence rate of colorectal cancer (CRC) in older adults, incidence rates have nearly doubled in younger adults (age <50 years) in the United States since the early 1990s. A similar increase has been observed across the globe. Despite overall population trends in aging, about 15% of CRCs will be diagnosed in younger adults by 2030. The mechanisms and factors contributing to early-onset CRC (EOCRC) remain puzzling, especially because most young adults diagnosed with CRC have no known risk factors or predisposing conditions, such as family history of CRC or polyps or a hereditary syndrome (eg, Lynch syndrome, polyposis). In this up-to-date review, we discuss the current knowledge of EOCRC, including epidemiology, risk factors, clinical and molecular features, treatment and survival, and recognition and screening strategies.
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Affiliation(s)
- Pooja Dharwadkar
- Division of Gastroenterology, Department of Medicine, University of California San Francisco, Zuckerberg San Francisco General, Building 5, 3rd Floor, Suite 3D, 1001 Potrero Avenue, San Francisco, CA 94110, USA
| | - Timothy A Zaki
- Department of Internal Medicine, University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
| | - Caitlin C Murphy
- UTHealth School of Public Health, Suite 2618, 7000 Fannin Street, Houston, TX 77030, USA.
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Makmun D, Simadibrata M, Abdullah M, Syam AF, Shatri H, Fauzi A, Renaldi K, Maulahela H, Utari AP, Pribadi RR, Muzellina VN, Nursyirwan SA. Colorectal cancer patients in a tertiary hospital in Indonesia: Prevalence of the younger population and associated factors. World J Clin Cases 2021; 9:9804-9814. [PMID: 34877319 PMCID: PMC8610908 DOI: 10.12998/wjcc.v9.i32.9804] [Citation(s) in RCA: 4] [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: 06/21/2021] [Revised: 08/15/2021] [Accepted: 09/22/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND An increasing trend in colorectal cancer (CRC) occurring at younger ages has been observed worldwide, even though incidence is declining in the general population. Most currently available guidelines still recommend CRC screening for older populations, despite an alarming rise in early-onset CRC incidence. Risk stratification is necessary to further determine the population most at risk for early-onset CRC. However, epidemiological data on related clinical characteristics and potential risk factors, especially in developing countries, have not been widely reported. AIM To investigate the prevalence, demographics, clinicopathologic features, and associated factors of young-onset CRC patients in a tertiary hospital in Indonesia. METHODS Patients undergoing colonoscopy examination between 2008 and 2019, yielding a diagnosis of CRC were identified from medical records. The subjects were classified into two groups according to their age at diagnosis, namely early-onset (18-49 years old) and late-onset (≥ 50-years-old). Demographic data, characteristics, and risk factors of both onset age groups were evaluated using the chi-square and Fisher's exact test. RESULTS Among 495 CRC patients confirmed by histopathology, 205 (41.4%) were classified as early-onset and 290 (58.6%) as late-onset. Most subjects in the early-onset CRC group were male (53.7%), with 89.8% displaying adenocarcinoma histopathology. A majority (78%) of the early-onset CRC patients had left-sided tumors, with the rectum (41%) and rectosigmoid (17.6%) being the most common sites. Abdominal pain was the most frequent symptom in the early-onset CRC patients (55.6%), which was significantly higher than that in the late-onset CRC patients (43.8%, P < 0.05). Early-onset CRC cases were more likely to be underweight (34.6% vs 20.0%, P < 0.001) compared to late-onset CRC cases. The proportion of subjects with suspected hereditary nonpolyposis colorectal cancer (HNPCC) was also higher in the early-onset CRC group than in the late-onset age group (9.3% vs 4.1%, P < 0.05). However, no difference was observed in the parental or family histories of CRC cases. CONCLUSION Early-onset CRC patients were more likely to have abdominal pain, underweight status, and HNPCC suspicion than late-onset CRC patients.
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Affiliation(s)
- Dadang Makmun
- Division of Gastroenterology, Pancreatobiliary & Digestive Endoscopy, Department of Internal Medicine, Faculty of Medicine Universitas Indonesia - Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia
| | - Marcellus Simadibrata
- Division of Gastroenterology, Pancreatobiliary & Digestive Endoscopy, Department of Internal Medicine, Faculty of Medicine Universitas Indonesia - Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia
| | - Murdani Abdullah
- Division of Gastroenterology, Pancreatobiliary & Digestive Endoscopy, Department of Internal Medicine, Faculty of Medicine Universitas Indonesia - Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia
| | - Ari F Syam
- Division of Gastroenterology, Pancreatobiliary & Digestive Endoscopy, Department of Internal Medicine, Faculty of Medicine Universitas Indonesia - Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia
| | - Hamzah Shatri
- Clinical Epidemiology Unit, Department of Internal Medicine, Faculty of Medicine Universitas Indonesia - Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia
| | - Achmad Fauzi
- Division of Gastroenterology, Pancreatobiliary & Digestive Endoscopy, Department of Internal Medicine, Faculty of Medicine Universitas Indonesia - Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia
| | - Kaka Renaldi
- Division of Gastroenterology, Pancreatobiliary & Digestive Endoscopy, Department of Internal Medicine, Faculty of Medicine Universitas Indonesia - Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia
| | - Hasan Maulahela
- Division of Gastroenterology, Pancreatobiliary & Digestive Endoscopy, Department of Internal Medicine, Faculty of Medicine Universitas Indonesia - Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia
| | - Amanda P Utari
- Division of Gastroenterology, Pancreatobiliary & Digestive Endoscopy, Department of Internal Medicine, Faculty of Medicine Universitas Indonesia - Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia
| | - Rabbinu R Pribadi
- Division of Gastroenterology, Pancreatobiliary & Digestive Endoscopy, Department of Internal Medicine, Faculty of Medicine Universitas Indonesia - Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia
| | - Virly N Muzellina
- Division of Gastroenterology, Pancreatobiliary & Digestive Endoscopy, Department of Internal Medicine, Faculty of Medicine Universitas Indonesia - Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia
| | - Saskia A Nursyirwan
- Division of Gastroenterology, Pancreatobiliary & Digestive Endoscopy, Department of Internal Medicine, Faculty of Medicine Universitas Indonesia - Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia
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Chen AT, Patel A, McKechnie T, Lee Y, Doumouras AG, Hong D, Eskicioglu C. Sugammadex in Colorectal Surgery: A Systematic Review and Meta-analysis. J Surg Res 2021; 270:221-229. [PMID: 34710702 DOI: 10.1016/j.jss.2021.09.026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 08/03/2021] [Accepted: 09/22/2021] [Indexed: 12/29/2022]
Abstract
BACKGROUND Traditionally, reversal of neuromuscular blocking agents following the completion of surgery was achieved with cholinesterase inhibitors. Recently, sugammadex has been increasingly relied upon. Sugammadex is a γ-cyclodextrin molecule that rapidly reverses steroidal neuromuscular blocking drugs. Its use following colorectal surgery has become more common, and while the rapidity of reversal is undoubtedly improved, whether sugammadex impacts clinical postoperative outcomes is unknown. This systematic review and meta-analysis aims to compare postoperative outcomes in patients receiving sugammadex to those receiving a control during colorectal surgery. METHODS Medline, Embase, and CENTRAL were systematically searched. Articles were included if they compared sugammadex with a control (e.g., neostigmine, pyridostigmine, placebo) in patients undergoing colorectal surgery in terms of total hospital length of stay and frequency of postoperative adverse respiratory events. Pairwise meta-analyses using inverse variance random effects was performed. RESULTS From 269 citations, five studies with 535 patients receiving sugammadex (45.8% female; mean age: 64.4) and 569 patients receiving a control (45.0% female; mean age: 64.3) were included. There was no significant difference in length of stay between the two groups (MD -0.01, 95% CI -0.27 to 0.25, P = 0.95). The risk of adverse respiratory events postoperatively was similar between the two groups (RR 1.33, 95% CI 0.81-2.19, P = 0.25). CONCLUSION There are no current data to suggest an improvement in postoperative outcomes with the use of sugammadex in patients undergoing colorectal surgery. This study is limited by the number of included studies. Further prospective studies comparing sugammadex and a control in colorectal surgery is required.
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Affiliation(s)
- Andrew T Chen
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Ashaka Patel
- Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Tyler McKechnie
- Department of Surgery, Division of General Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Yung Lee
- Department of Surgery, Division of General Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Aristithes G Doumouras
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, Ontario, Canada; Department of Surgery, Division of General Surgery, McMaster University, Hamilton, Ontario, Canada; Department of Surgery, Division of General Surgery, St. Joseph's Healthcare, Hamilton, Ontario, Canada
| | - Dennis Hong
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, Ontario, Canada; Department of Surgery, Division of General Surgery, McMaster University, Hamilton, Ontario, Canada; Department of Surgery, Division of General Surgery, St. Joseph's Healthcare, Hamilton, Ontario, Canada
| | - Cagla Eskicioglu
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, Ontario, Canada; Department of Surgery, Division of General Surgery, McMaster University, Hamilton, Ontario, Canada; Department of Surgery, Division of General Surgery, St. Joseph's Healthcare, Hamilton, Ontario, Canada.
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