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Wu SP, Keshavjee SH, Yoon SS, Kwon S. Survival Outcomes and Patterns of Care for Stage II or III Resected Gastric Cancer by Race and Ethnicity. JAMA Netw Open 2023; 6:e2349026. [PMID: 38127346 PMCID: PMC10739152 DOI: 10.1001/jamanetworkopen.2023.49026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 11/09/2023] [Indexed: 12/23/2023] Open
Abstract
Importance Many multimodality treatment regimens exist for gastric adenocarcinoma, including neoadjuvant vs adjuvant chemotherapy, radiation, or both. Neoadjuvant therapy is recommended in the United States for patients with locally advanced gastric cancer; however, it is unknown whether the outcomes of neoadjuvant therapy are associated with race and ethnicity. Objective To evaluate the differences in outcomes by race and ethnicity of patients with noncardia gastric cancer undergoing surgical procedures with and without neoadjuvant therapy. Design, Setting, and Participants This retrospective cohort study examined the National Cancer Database from the American College of Surgeons for patients with clinical stage II or III gastric adenocarcinoma, excluding gastric cardia tumors, undergoing surgical resection procedures from January 2006 to December 2019. Statistical analysis was performed from December 2021 to May 2023. Exposure Patients were stratified by race and ethnicity, and their outcomes were analyzed for those who received and did not receive neoadjuvant therapy. Main Outcomes and Measures The Cox proportional hazard model was used to compare overall survival (OS) between racial and ethnic groups (Asian, Black, Hispanic, and White) overall and according to receipt of neoadjuvant therapy. Among those who received neoadjuvant therapy, proportional differences in pathological responses were calculated in each group. Results Among a total of 6938 patients in the cohort, 4266 (61.4%) were male; mean (SD) age was 65.9 (12.8) years; 1046 (15.8%) were Asian, 1606 (24.3%) were Black, 1175 (17.8%) were Hispanic, and 3540 (53.6%) were White. Compared with other races and ethnicities, the group of White patients had significantly more who were 65 years or older with more comorbidities. White patients underwent surgical resection procedures alone without neoadjuvant or adjuvant therapy more frequently than other races and ethnicities. Asian and Black patients had the highest proportion of being downstaged or achieving pathological complete response after neoadjuvant therapy. In multivariate models, perioperative chemotherapy was associated with improved OS (HR, 0.79 [95% CI, 0.69-0.90]), whereas number of positive lymph nodes and surgical margins were associated with the largest decreases in OS. Asian and Hispanic race and ethnicity were associated with significantly improved OS compared with Black and White races (eg, Asian patients: HR, 0.64 [95% CI, 0.58-0.72]; and Hispanic patients: HR, 0.77 [95% CI, 0.69-0.85]). Black race was associated with improved OS compared with White race when receiving neoadjuvant therapy (HR, 0.78 [95% CI, 0.67-0.90]). Conclusions and Relevance In this large nationwide cohort study of survival outcomes among patients with resected clinical stage II or III gastric cancer, there were significant differences in response to treatment and OS between different racial and ethnic groups.
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Affiliation(s)
- S. Peter Wu
- Department of Radiation Oncology, City of Hope Medical Center, Duarte, California
| | - Sara H. Keshavjee
- Department of Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Sam S. Yoon
- Department of Surgery, Columbia University Medical Center, New York, New York
| | - Steve Kwon
- Department of Surgery, Roger Williams Medical Center and Boston University, Providence, Rhode Island
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2
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Mahenthiran AK, Logan CD, Janczewski LM, Valukas C, Warwar S, Silver CM, Feinglass J, Merkow RP, Bentrem DJ, Odell DD. Evaluation of Nationwide Trends in Nodal Sampling Guideline Adherence for Gastric Cancer: 2005-2017. J Surg Res 2023; 291:514-526. [PMID: 37540969 PMCID: PMC10529819 DOI: 10.1016/j.jss.2023.07.011] [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: 03/22/2023] [Revised: 06/15/2023] [Accepted: 07/04/2023] [Indexed: 08/06/2023]
Abstract
INTRODUCTION Surgical resection is the primary curative treatment for localized gastric cancer. A multitude of research supports surgical nodal sampling guidelines. Though there are known disparities in adherence to nodal sampling, it is unclear how hospital program-level disparities have changed over time. The purpose of this study is to evaluate trends in program-level disparities in adherence to gastric cancer nodal sampling guidelines. METHODS Patients who underwent resection of gastric cancer from 2005 to 2017 were identified in the National Cancer Database. Patients treated at academic programs were compared to those treated at nonacademic programs, and rates and trends of adherence to nodal sampling guidelines (defined as ≥15 lymph nodes) were determined. Adjusted multivariable analysis was used to determine likelihood of nodal sampling adherence while controlling for sociodemographic, clinical, hospital, and travel distance characteristics. RESULTS A total of 55,421 patients were included with 27,201 (49.1%) of patients meeting adherence criteria for lymph node sampling. Academic programs treated 44.4% of the total cohort. Overall, lymph node sampling criteria were met in 59.2% of patients treated at high-volume academic programs and 37.0% of patients treated at low-volume nonacademic programs (incidence rate ratios 0.67, 95% confidence interval 0.63-0.72 versus high-volume academic programs). Adherence rates improved from 2005 to 2017 for both low-volume nonacademic programs (27.8% in 2005 to 50.1% in 2017) and high-volume academic programs (46.0% in 2005 to 69.8% in 2017, P < 0.001). CONCLUSIONS Though adherence rates have improved from 2005 to 2017, high-volume academic programs were more likely to adhere to lymph node sampling guidelines for gastric cancer.
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Affiliation(s)
- Ashorne K Mahenthiran
- Department of Surgery, Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Charles D Logan
- Department of Surgery, Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Northwestern University Feinberg School of Medicine, Chicago, Illinois; Department of Surgery, Canning Thoracic Institute, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
| | - Lauren M Janczewski
- Department of Surgery, Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Catherine Valukas
- Department of Surgery, Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Samantha Warwar
- Department of Surgery, Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Casey M Silver
- Department of Surgery, Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Joe Feinglass
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Ryan P Merkow
- Department of Surgery, Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - David J Bentrem
- Department of Surgery, Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - David D Odell
- Department of Surgery, Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Northwestern University Feinberg School of Medicine, Chicago, Illinois; Department of Surgery, Canning Thoracic Institute, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Maegawa FB, Patel AD, Serrot FJ, Patel SG, Stetler JL, Patel DC, Ghaderi I, Hsu CH, Ashouri Y, Sarmiento JM, Konstantinidis IT, Lin E. Gastric Cancer Surgery in the US: a Contemporary Trend Analysis of Lymphadenectomy and the Impact of Minimally Invasive Approaches. J Gastrointest Surg 2023; 27:1825-1836. [PMID: 37340110 DOI: 10.1007/s11605-023-05735-4] [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: 03/18/2023] [Accepted: 05/30/2023] [Indexed: 06/22/2023]
Abstract
BACKGROUND The National Comprehensive Cancer Network guidelines recommend harvesting 16 or more lymph nodes for the adequate staging of gastric adenocarcinoma. This study examines the rate of adequate lymphadenectomy over recent years, its predictors, and its impact on overall survival(OS). STUDY DESIGN The National Cancer Database was utilized to identify patients who underwent surgical treatment for gastric adenocarcinoma between 2006-2019. Trend analysis was performed for lymphadenectomy rates during the study period. Logistic regression, Kaplan-Meier survival plots, and Cox proportional hazard regression were utilized. RESULTS A total of 57,039 patients who underwent surgical treatment for gastric adenocarcinoma were identified. Only 50.5% of the patients underwent a lymphadenectomy of ≥ 16 nodes. Trend analysis showed that this rate significantly improved over the years, from 35.1% in 2006 to 63.3% in 2019 (p < .0001). The main independent predictors of adequate lymphadenectomy included high-volume facility with ≥ 31 gastrectomies/year (OR: 2.71; 95%CI:2.46-2.99), surgery between 2015-2019 (OR: 1.68; 95%CI: 1.60-1.75), and preoperative chemotherapy (OR:1.49; 95%CI:1.41-1.58). Patients with adequate lymphadenectomy had better OS than patients who did not: median survival: 59 versus 43 months (Log-Rank: p < .0001). Adequate lymphadenectomy was independently associated with improved OS (HR:0.79; 95%CI:0.77-0.81). Laparoscopic and robotic gastrectomies were independently associated with adequate lymphadenectomy compared to open, OR: 1.11, 95%CI:1.05-1.18 and OR: 1.24, 95%CI:1.13-1.35, respectively. CONCLUSION Although the rate of adequate lymphadenectomy improved over the study period, a large number of patients still lacked adequate lymph node dissection, negatively impacting their OS despite multimodality therapy. Laparoscopic and robotic surgeries were associated with a significantly higher rate of lymphadenectomy ≥ 16 nodes.
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Affiliation(s)
- Felipe B Maegawa
- Division of General & GI Surgery, Department of Surgery, Emory University, 5673 Peachtree Dunwoody Rd, Suite 680, Atlanta, GA, 30342, USA.
| | - Ankit D Patel
- Division of General & GI Surgery, Department of Surgery, Emory University, 5673 Peachtree Dunwoody Rd, Suite 680, Atlanta, GA, 30342, USA
| | - Federico J Serrot
- Division of General & GI Surgery, Department of Surgery, Emory University, 5673 Peachtree Dunwoody Rd, Suite 680, Atlanta, GA, 30342, USA
| | - Snehal G Patel
- Division of General & GI Surgery, Department of Surgery, Emory University, 5673 Peachtree Dunwoody Rd, Suite 680, Atlanta, GA, 30342, USA
| | - Jamil L Stetler
- Division of General & GI Surgery, Department of Surgery, Emory University, 5673 Peachtree Dunwoody Rd, Suite 680, Atlanta, GA, 30342, USA
| | - Dipan C Patel
- Division of General & GI Surgery, Department of Surgery, Emory University, 5673 Peachtree Dunwoody Rd, Suite 680, Atlanta, GA, 30342, USA
| | - Iman Ghaderi
- Department of Surgery, University of Arizona, Tucson, AZ, USA
| | - Chiu-Hsieh Hsu
- Department of Surgery, University of Arizona, Tucson, AZ, USA
| | - Yazan Ashouri
- Saint Vincent Medical Center, Mercy Health, Toledo, OH, USA
| | - Juan M Sarmiento
- Division of General & GI Surgery, Department of Surgery, Emory University, 5673 Peachtree Dunwoody Rd, Suite 680, Atlanta, GA, 30342, USA
| | - Ioannis T Konstantinidis
- Division of Surgical Oncology, Department of Surgery, Texas Tech University Health Sciences Center, El Paso, TX, USA
| | - Edward Lin
- Division of General & GI Surgery, Department of Surgery, Emory University, 5673 Peachtree Dunwoody Rd, Suite 680, Atlanta, GA, 30342, USA
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Tsao MW, Kahl MS, Deneve JL, Yakoub D, Glazer ES, Shibata D, Jain R, Clark I, Dickson PV. The Association of Race With Adequate Lymph Node Evaluation for Gastric Cancer. Am Surg 2022; 88:2280-2288. [PMID: 35570820 DOI: 10.1177/00031348221101601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND National studies have reported racial and socioeconomic disparities in gastric cancer (GC) care. The current study evaluated adequate lymph node (LN) assessment (≥16 LNs) during resection for GC within a healthcare system servicing a socioeconomically disparate, mostly non-White population in the Southeast United States. METHODS A retrospective cohort study of patients undergoing resection for GC between 2003-2019 was performed. Factors associated with adequate LN assessment including patient and tumor characteristics were analyzed. RESULTS Among 202 patients, adequate LN assessment was performed in 97 (48%) patients. On univariable analysis, younger age, non-White race, lower Charlson Comorbidity Index (CCI), Medicaid or no insurance, D1+/D2 lymphadenectomy, clinical evidence of regional LN metastases, total gastrectomy, and receipt of neoadjuvant therapy were associated with adequate LN assessment. On multivariable analysis, non-White race (OR 2.79, 95% CI 1.38-5.65), CCI <4 (OR 2.14, 95% CI 1.15-3.96), and D1+/D2 lymphadenectomy (OR 3.63, 95% CI 1.96-6.74) were the only factors independently associated with adequate LN evaluation. CONCLUSIONS In the current study, non-White race, independent of socioeconomics, was significantly associated with adequate LN assessment. Future work is necessary to improve standardization and achieve higher rates of adequate LN assessment for all patients during resection for GC.
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Affiliation(s)
- Miriam W Tsao
- Department of Surgery, Division of Surgical Oncology, 12326University of Tennessee Health Science Center, Memphis, TN, USA
| | - Madison S Kahl
- College of Medicine, 12326University of Tennessee Health Science Center, Memphis, TN, USA
| | - Jeremiah L Deneve
- Department of Surgery, Division of Surgical Oncology, 12326University of Tennessee Health Science Center, Memphis, TN, USA
| | | | - Evan S Glazer
- Department of Surgery, Division of Surgical Oncology, 12326University of Tennessee Health Science Center, Memphis, TN, USA
| | - David Shibata
- Department of Surgery, Division of Surgical Oncology, 12326University of Tennessee Health Science Center, Memphis, TN, USA
| | - Richa Jain
- Department of Pathology, 5416Methodist LeBonheur Healthcare, Memphis, TN, USA
| | - Ian Clark
- Department of Pathology, 5416Methodist LeBonheur Healthcare, Memphis, TN, USA
| | - Paxton V Dickson
- Department of Surgery, Division of Surgical Oncology, 12326University of Tennessee Health Science Center, Memphis, TN, USA
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Schrope B, Coons B, Rosario V, Toledano S. Proximal Gastrectomy Is a Viable Alternative to Total Gastrectomy in Early Stage Proximal Gastric Cancer. JSLS 2021; 25:JSLS.2021.00017. [PMID: 34483639 PMCID: PMC8397292 DOI: 10.4293/jsls.2021.00017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Background: Total gastrectomy with Roux-en-Y esophagojejunostomy is a life-extending procedure for patients with nonmetastatic proximal gastric and gastroesophageal junction adenocarcinoma, yet it can be a life-altering procedure with negative impact on quality of life.1 Perioperative recovery often involves the need for supplemental nutrition (either enteral or parenteral). Furthermore, long-term effects of early satiety, dysphagia, sustained weight loss, and difficulty in maintaining a healthy weight, dumping syndrome, and intestinal overgrowth are not unusual. Although the alternative of untreated cancer is clearly unacceptable, these lifestyle consequences are not benign. Methods: A retrospective review of patients who had undergone laparoscopic total and proximal gastrectomy for gastric adenocarcinoma was conducted. Patient demographic data, pathologic parameters, and short-term and long-term clinical data were compared between total gastrectomy and proximal gastrectomy cohorts. Results: Seventeen patients were included in the study: 13 had undergone laparoscopic total gastrectomy (LTG) and 4 had undergone laparoscopic proximal gastrectomy (LPG). Patients who had LPG, given the nature of the procedure, were confined to early stage (up to T2) tumors in the gastric cardia or GE junction. Patients who had LTG tended to be larger, later stage tumors (but not exclusively). The mean operative time was greater for LTG than for LPG (247 ± 54 versus 181 ± 49 min, respectively, P = .036). Length of hospital stay (9.0 ± 3.2 versus 5.0 ± 0.8 days, P < .001) and readmission for postoperative complication (38.5 versus 0%, P = .009) were also higher in the LTG group. There was no significant difference in terms of mean estimated blood loss or blood transfusion rates, overall complications, or anastomotic stricture requiring endoscopic dilation between the patients who underwent LTG and those who underwent LPG. Conclusion: In early stage tumors (T1b or T2), proximal gastrectomy (PG) should be considered to mitigate diminished quality of life. PG with esophagogastrostomy, which can easily be performed minimally invasively, can be more tolerable for the patient, with no anatomic basis for dumping syndrome or small intestinal bacterial overgrowth (SIBO), and a greater reservoir for more normal meal habits when compared to total gastrectomy (TG) with Roux-en-Y reconstruction.
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Affiliation(s)
- Beth Schrope
- Department of Surgery, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA (Dr. Schrope).,Department of Surgery, New York-Presbyterian Columbia University Medical Center, New York, New York, USA (Drs. Coons and Rosario).,New York-Presbyterian Columbia University Medical Center, New York, New York, USA (Dr. Toledano)
| | - Barbara Coons
- Department of Surgery, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA (Dr. Schrope).,Department of Surgery, New York-Presbyterian Columbia University Medical Center, New York, New York, USA (Drs. Coons and Rosario).,New York-Presbyterian Columbia University Medical Center, New York, New York, USA (Dr. Toledano)
| | - Vilma Rosario
- Department of Surgery, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA (Dr. Schrope).,Department of Surgery, New York-Presbyterian Columbia University Medical Center, New York, New York, USA (Drs. Coons and Rosario).,New York-Presbyterian Columbia University Medical Center, New York, New York, USA (Dr. Toledano)
| | - Sabrina Toledano
- Department of Surgery, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA (Dr. Schrope).,Department of Surgery, New York-Presbyterian Columbia University Medical Center, New York, New York, USA (Drs. Coons and Rosario).,New York-Presbyterian Columbia University Medical Center, New York, New York, USA (Dr. Toledano)
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Magge D, Tan M. Disparities in Gastric Cancer: Can we do better? Ann Surg Oncol 2021; 28:2936-2938. [PMID: 33763783 DOI: 10.1245/s10434-020-09528-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 12/15/2020] [Indexed: 11/18/2022]
Affiliation(s)
- Deepa Magge
- Division of Surgical Oncology and Endocrine Surgery, Section of Surgical Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Marcus Tan
- Division of Surgical Oncology and Endocrine Surgery, Section of Surgical Sciences, Vanderbilt University Medical Center, Nashville, TN, USA.
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Thiels CA, Hanson KT, Habermann EB, Boughey JC, Grotz TE. Integrated cancer networks improve compliance with national guidelines and outcomes for resectable gastric cancer. Cancer 2020; 126:1283-1294. [DOI: 10.1002/cncr.32660] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 11/19/2019] [Indexed: 08/29/2023]
Affiliation(s)
- Cornelius A. Thiels
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery Mayo Clinic Rochester Minnesota
| | - Kristine T. Hanson
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery Mayo Clinic Rochester Minnesota
| | - Elizabeth B. Habermann
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery Mayo Clinic Rochester Minnesota
- Department of Surgery Mayo Clinic Rochester Minnesota
- Department of Health Services Research Mayo Clinic Rochester Minnesota
| | - Judy C. Boughey
- Department of Surgery Mayo Clinic Rochester Minnesota
- Alliance/American College of Surgeons Clinical Research Program Education Committee
| | - Travis E. Grotz
- Department of Surgery Mayo Clinic Rochester Minnesota
- Alliance/American College of Surgeons Clinical Research Program Education Committee
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Tsao MW, Delozier OM, Stiles ZE, Magnotti LJ, Behrman SW, Deneve JL, Glazer ES, Shibata D, Yakoub D, Dickson PV. The impact of race and socioeconomic status on the presentation, management and outcomes for gastric cancer patients: Analysis from a metropolitan area in the southeast United States. J Surg Oncol 2020; 121:494-502. [PMID: 31902137 DOI: 10.1002/jso.25827] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 12/26/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND Socioeconomic disparities in gastric cancer have been associated with differences in care and inferior outcomes. We evaluated the presentation, treatment, and survival for patients with gastric cancer (GC) in a metropolitan setting with a large African American population. METHODS Retrospective cohort analysis of patients with GC (2003-2018) across a multi-hospital system was performed. Associations between socioeconomic and clinicopathologic data with the presentation, treatment, and survival were examined. RESULTS Of 359 patients, 255 (71%) were African American and 104 (29%) Caucasian. African Americans were more likely to present at a younger age (64.0 vs 72.5, P < .001), have state-sponsored or no insurance (19.7% vs 6.9%, P = .02), reside within the lowest 2 quintiles for median income (67.4% vs 32.7%, P < .001), and have higher rates of Helicobacter pylori (14.9% vs 4.8%, P = .02). Receipt of multi-modality therapy was not impacted by race or insurance status. On multivariable analysis, only AJCC T class (HR 1.68) and node positivity (HR 2.43) remained significant predictors of disease-specific survival. CONCLUSION Despite socioeconomic disparities, African Americans, and Caucasians with GC had similar treatment and outcomes. African Americans presented at a younger age with higher rates of H. pylori positivity, warranting further investigation into differences in risk factors and tumor biology.
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Affiliation(s)
- Miriam W Tsao
- Department of Surgery, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Olivia M Delozier
- Department of Surgery, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Zachary E Stiles
- Department of Surgery, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Louis J Magnotti
- Department of Surgery, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Stephen W Behrman
- Department of Surgery, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Jeremiah L Deneve
- Department of Surgery, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Evan S Glazer
- Department of Surgery, University of Tennessee Health Science Center, Memphis, Tennessee
| | - David Shibata
- Department of Surgery, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Danny Yakoub
- Department of Surgery, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Paxton V Dickson
- Department of Surgery, University of Tennessee Health Science Center, Memphis, Tennessee
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Commentary: Do you live in a distressed community? How do you know? What does this mean? What are the risks? How do you get help? J Thorac Cardiovasc Surg 2019; 160:434-436. [PMID: 31383560 DOI: 10.1016/j.jtcvs.2019.06.052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Accepted: 06/18/2019] [Indexed: 11/20/2022]
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