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Soppe SE, Peacock Hinton S, Halula JC, Lund JL, Baggett CD, Pruitt SL, Mullins MA, Dillon EC, Barclay ME, Thompson M, Pettit N, Lyratzopoulos G, Thompson CA. Registry versus claims-based index dates for studies of cancer diagnosis in administrative data. Cancer Causes Control 2025; 36:539-550. [PMID: 39786652 DOI: 10.1007/s10552-024-01953-6] [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: 06/26/2024] [Accepted: 12/18/2024] [Indexed: 01/12/2025]
Abstract
PURPOSE Studies of healthcare encounters leading to cancer diagnosis have increased over recent years. While some studies examine healthcare utilization before the cancer registry date of diagnosis, relevant pre-diagnosis interactions are not always immediately prior to this date due to date abstraction guidelines. We evaluated agreement of a registry date with a claims-based index and examined Emergency Department (ED) involvement in cancer diagnosis as an example of possible pre-diagnostic healthcare misclassification that could arise from improper date choice. METHODS We implemented an algorithm to define a claims-based index as the date of the earliest International Classification of Diseases code for the cancer in Medicare and estimated agreement with the date of diagnosis from a North Carolina registry for patients diagnosed aged 66 or older with 16 cancer types from 2008 to 2017 (n = 92,056). We then classified whether each cancer was initially diagnosed through care originating in the ED using each date. RESULTS The index date was identical to the cancer registry date for 47% of patients and preceded the registry date for 28%, with extent of agreement varying by cancer- and patient-specific characteristics. Agreement in ED-involved diagnosis classification using each date varied by cancer site, with sensitivity of classifications using the registry date relative to the index having a minimum of 86% for prostate and kidney cancer. CONCLUSION Studies assessing healthcare utilization proximal to cancer diagnosis should carefully consider the relevant assessment window and be aware that the use of cancer registry versus claims-based dates may impact variable classification.
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Affiliation(s)
- Sarah E Soppe
- Department of Epidemiology, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Sharon Peacock Hinton
- Department of Epidemiology, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jamie C Halula
- Department of Epidemiology, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jennifer L Lund
- Department of Epidemiology, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Chris D Baggett
- Department of Epidemiology, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Cancer Epidemiology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Sandi L Pruitt
- Peter O'Donnell School of Public Health, UT Southwestern Medical Center, Dallas, TX, USA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Megan A Mullins
- Peter O'Donnell School of Public Health, UT Southwestern Medical Center, Dallas, TX, USA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Ellis C Dillon
- Center on Aging, University of Connecticut Health Center, Farmington, CT, USA
| | - Matthew E Barclay
- Epidemiology of Cancer Healthcare and Outcomes, Department of Behavioural Science and Health, Institute of Epidemiology and Health Care (IEHC), University College London, London, UK
| | - Matthew Thompson
- Department of Family Medicine, University of Washington, Seattle, WA, USA
| | - Nicholas Pettit
- Department of Emergency Medicine, Indiana University School of Medicine, Indiana University, Indianapolis, IN, USA
| | - Georgios Lyratzopoulos
- Epidemiology of Cancer Healthcare and Outcomes, Department of Behavioural Science and Health, Institute of Epidemiology and Health Care (IEHC), University College London, London, UK
| | - Caroline A Thompson
- Department of Epidemiology, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Division of Cancer Epidemiology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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McCallum K, Jacobs C, Johnstone P. Implementing a pathway for patients diagnosed with cancer in the emergency department. Emerg Nurse 2025; 33:28-33. [PMID: 39474786 DOI: 10.7748/en.2024.e2217] [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] [Accepted: 08/15/2024] [Indexed: 03/26/2025]
Abstract
Patients diagnosed with cancer or suspected cancer during an emergency department (ED) presentation are often signposted back to their GP for urgent referral to cancer services. However, this can result in delays in patients receiving specialist support, confirmation of diagnosis and, vitally, starting treatment. A quality improvement initiative that aimed to address these issues through the introduction of an ED suspected cancer diagnosis pathway was implemented by the acute oncology service in two EDs in Oxford University Hospitals NHS Foundation Trust in April 2023. Data collected during the first year of implementation of the pathway show there has been a significant increase in the numbers of patients meeting the NHS England 62-day referral to treatment standard and in the numbers of patients receiving support from an acute oncology named cancer clinical nurse specialist from the point of discharge from the ED. This article details the initiative, which is ongoing, and shares some of the results from the first year of data collection.
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Affiliation(s)
- Kay McCallum
- acute oncology, John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, England
| | - Clare Jacobs
- Oxford University Hospitals NHS Foundation Trust, Oxford, England
| | - Phillipa Johnstone
- radiation therapy, Peter MacCallum Cancer Institute, Melbourne, Australia
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Grimm LJ, Kruse DE, Tailor TD, Johnson KS, Allen BC, Ryser MD. Current Challenges in Imaging-Based Cancer Screening, From the AJR Special Series on Screening. AJR Am J Roentgenol 2025. [PMID: 40266702 DOI: 10.2214/ajr.25.32808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2025]
Abstract
The early detection of cancer confers many significant benefits for patients, primarily by enabling less invasive and more effective treatments and thus lowering disease mortality. Radiology is integral to early cancer detection, playing either a primary or complementary role in screening programs. Imaging-based screening is often performed in conjunction with other screening tests and may involve multiple modalities depending on patient demographics and cancer type. When developing a screening program for cancer early detection, both its potential benefits and harms need to be assessed. These harms, although specific to the modality and cancer, often include overdiagnosis, overtreatment, and false-positive examinations. As radiology technology improves and new tools become available, the ratios of risk to harm of imaging-based screening will shift, and screening recommendations will need to adapt accordingly. Radiologists must be major partners in the development and execution of screening guidelines to ensure the highest quality of care for their patients. This review discusses the major challenges of cancer screening programs and guidelines, exploring sources of evidence as well as harms of overdiagnosis and overtreatment. The article focuses on the most common cancer types that incorporate imaging-based screening including lung cancer, breast cancer, colon cancer, prostate cancer, and hepatocellcular carcinoma.
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Chang C, Chen JJ, Feng J, Friesner I, Mohindra S, Boreta L, Rabow MW, Braunstein SE, Benson R, Hong JC. Patterns in Symptoms Preceding Acute Care in Patients With Cancer. JAMA Netw Open 2025; 8:e256366. [PMID: 40261652 PMCID: PMC12015675 DOI: 10.1001/jamanetworkopen.2025.6366] [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: 11/18/2024] [Accepted: 02/19/2025] [Indexed: 04/24/2025] Open
Abstract
Importance Patients with cancer frequently experience unplanned acute care with emergency department visits and hospitalization due to disease or treatment complications, which impacts outcomes, quality of life, and health care costs. There remains a knowledge gap in understanding patterns of symptoms that precede acute care events. Natural language processing (NLP) may enable greater understanding of the symptoms and identify differences across patient and cancer characteristics. Objective To characterize symptoms preceding acute care in patients with cancer and quantify differences in symptom documentation across sociodemographic and cancer histologic subgroups. Design, Setting, and Participants A cohort study in a single tertiary-care institution, including all acute care (emergency department and hospitalization) encounters for patients aged 18 years or older with a primary cancer diagnosis identified between January 1, 2013, and December 31, 2023. Main Outcomes and Measures Natural language processing was used to identify routine clinical documentation to characterize symptoms documented in the 30 days preceding acute care. Logistic regression analyses was used to examine the possible association between sex, age, race and ethnicity, insurance coverage, cancer histologic characteristics, and reported symptoms. Results Overall, 28 708 patients with cancer had 70 606 acute care visits with 854 830 associated preceding documented symptoms. Median age was 61 (IQR, 48-70) years. Men (37 861 encounters [53.62%]) and patients of White race (39 989 encounters [56.64%]) accounted for most acute care encounters. Pain (7.54% of documented symptoms), nausea (6.74%), and vomiting (5.79%) were the most frequently documented symptoms. Acute care encounters with patients who were female (adjusted odds ratio [AOR], 1.14; 95% CI, 1.10-1.18; P < .001), Asian (AOR, 1.22; 1.17-1.28; P < .001), Black (AOR, 1.17; 95% CI, 1.10-1.25; P < .001), American Indian or Alaska Native (AOR, 1.21; 95% CI, 1.01-1.44; P = .04), or Medicaid-insured (AOR, 1.10; 95% CI, 1.05-1.14; P < .001) were associated with a high documented symptom burden (>10 unique symptoms) preceding acute care visits. Patients aged 65 years or older (AOR, 0.96; 95% CI, 0.92-1.00; P = .04) or uninsured (AOR, 0.58; 95% CI, 0.45-0.76; P < .001) were less likely to have a high symptom burden documented before acute care events. Conclusions and Relevance The findings of this study highlight common symptoms preceding acute care as well as the need for further research on interventions to reduce patient burden, improve quality of life, and reduce the use of acute care in patients with cancer.
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Affiliation(s)
- Chichi Chang
- Bakar Computational Health Sciences Institute, University of California, San Francisco
| | - Jie Jane Chen
- Department of Radiation Oncology, University of California, San Francisco
| | - Jean Feng
- Department of Epidemiology and Biostatistics, University of California, San Francisco
| | - Isabel Friesner
- Bakar Computational Health Sciences Institute, University of California, San Francisco
| | - Somya Mohindra
- Bakar Computational Health Sciences Institute, University of California, San Francisco
| | - Lauren Boreta
- Department of Radiation Oncology, University of California, San Francisco
| | - Michael W. Rabow
- Division of Palliative Medicine, Department of Internal Medicine, University of California, San Francisco
- Department of Urology, University of California, San Francisco
| | | | - Ryzen Benson
- Bakar Computational Health Sciences Institute, University of California, San Francisco
| | - Julian C. Hong
- Bakar Computational Health Sciences Institute, University of California, San Francisco
- Department of Radiation Oncology, University of California, San Francisco
- UCSF-UC Berkeley Joint Program in Computational Precision Health, San Francisco, California
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Pettit N, Missen MV, Noriega A, Lash R. Outcomes for Emergency Presentations of Lung Cancer: A Scoping Review. J Emerg Med 2025; 70:50-67. [PMID: 39939186 DOI: 10.1016/j.jemermed.2024.09.015] [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: 06/03/2024] [Revised: 09/18/2024] [Accepted: 09/30/2024] [Indexed: 02/14/2025]
Abstract
BACKGROUND Lung cancer is frequently detected during visits to the emergency department (ED). The ED is crucial for identifying likely cases of lung cancer and coordinating the subsequent care for these patients. OBJECTIVES This scoping review aims to explore the definitions of emergency presentations (EPs) of lung cancer, along with mortality rates, cancer stage, and treatments for patients diagnosed with lung cancer following an EP. METHODS We conducted a scoping review of the literature on EPs of lung cancer, identifying 27 relevant articles out of 1338 initially screened. RESULTS Most studies originated from the United Kingdom, collectively reporting over 270,000 EPs of lung cancer. The majority of included studies provided strong evidence. Key findings revealed higher mortality rates among patients diagnosed with lung cancer through emergency presentations, with a significant proportion presenting at advanced stages. Patients with EPs were less likely to undergo surgical removal or receive radiotherapy. Lastly, only 66.7% of the studies defined an EP, with great heterogeneity among EP definitions. Methodological differences precluded meta-analysis. CONCLUSION Despite methodological heterogeneity, our synthesis indicates that patients presenting acutely with undiagnosed lung cancer often present at advanced stages and experience high mortality rates. These findings underscore the need for further research to develop evidence-based interventions for improving outcomes among ED patients with suspected lung cancer.
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Affiliation(s)
- Nicholas Pettit
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis Indiana.
| | - Marissa Vander Missen
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis Indiana
| | - Andrea Noriega
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis Indiana
| | - Rebecca Lash
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis Indiana; Children's Hospital of Los Angeles, Institute for Nursing and Interprofessional Research
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Pujadas Botey A, Carrier C, Lang E, Robson PJ. Improving Cancer Diagnosis in Alberta, Canada: A Qualitative Study of Emergency Department Healthcare Providers' Perspectives on Diagnosing Cancer in the Emergency Setting. Curr Oncol 2024; 32:5. [PMID: 39851921 PMCID: PMC11764333 DOI: 10.3390/curroncol32010005] [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: 11/27/2024] [Revised: 12/17/2024] [Accepted: 12/23/2024] [Indexed: 01/26/2025] Open
Abstract
Cancer is the leading cause of death in Canada, with diagnoses increasing annually. In Alberta, many cancer cases are detected in emergency departments, often at advanced stages. Despite the significant role of emergency departments in cancer diagnosis, limited research exists on the experiences of healthcare providers in this context. This qualitative study aimed to explore the perspectives of physicians and nurses working in emergency departments in Edmonton and Calgary regarding cancer diagnosis. Semi-structured interviews were conducted with 17 physicians and nurses, recruited through convenience and snowball sampling. Data collection continued until thematic saturation was reached. Interviews were analyzed thematically using an inductive, iterative process. Three main themes emerged: the acute care focus of the emergency department, its unsuitability for cancer diagnosis, and the need for systemic improvements to better support patients with suspected cancer. Participants highlighted challenges related to high patient volumes, the emotional burden of delivering cancer diagnoses, and barriers to effective communication and patient interaction in a fast-paced, high-pressure environment. The findings suggest the need for systemic reforms, including stronger primary care and improved care coordination, to alleviate pressure on emergency departments and enhance both patient outcomes and healthcare provider well-being.
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Affiliation(s)
- Anna Pujadas Botey
- Cancer Research & Analytics, Cancer Care Alberta, Alberta Health Services, Calgary, AB T2N 2T9, Canada
- School of Public Health, University of Alberta, Edmonton, AB T6G 1C9, Canada;
| | - Cassandra Carrier
- Emergency Department, South Health Campus, Alberta Health Services, Calgary, AB T3M 1M4, Canada;
| | - Eddy Lang
- Department of Emergency Medicine, Cumming School of Medicine, University of Calgary, Rockyview General Hospital, Calgary, AB T2V 1P9, Canada;
| | - Paula J. Robson
- School of Public Health, University of Alberta, Edmonton, AB T6G 1C9, Canada;
- Cancer Research & Analytics, Cancer Care Alberta, Alberta Health Services, Edmonton, AB T5J 3H1, Canada
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Grewal K, Thompson C, Ovens H, Sutradhar R, Savage DW, Borgundvaag B, Cheskes S, de Wit K, Eskander A, Irish J, Bender JL, Krzyzanowska M, Mohindra R, Thiruganasambandamoorthy V, McLeod SL. Pathways to cancer care after a suspected cancer diagnosis in the emergency department: a survey of emergency physicians across Ontario. CAN J EMERG MED 2024; 26:865-874. [PMID: 39373854 DOI: 10.1007/s43678-024-00787-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 08/31/2024] [Indexed: 10/08/2024]
Abstract
INTRODUCTION Little is known about how patients are managed after a suspected cancer diagnosis through the emergency department. The objective of this study was to examine the ED management, specifically referral practices, for ten suspected cancer diagnoses by emergency physicians across Ontario and to explore variability in management by cancer-type and centre. METHODS An electronic survey was distributed to emergency physicians across Ontario, asking about referral practices for patients who could be discharged from the ED with one of ten suspected cancer diagnoses. Options for referral included: in-ED consult, outpatient medical or surgical specialists, surgical or medical oncology, and specialized cancer clinics. Data were described using frequencies and proportions. Variance partition coefficients were calculated to determine variation in responses attributed to differences between hospitals, with physicians nested within hospitals. RESULTS 262 physicians from 54 EDs responded. Across most cancers, emergency physicians would refer to surgical specialists for further work-up; however, this ranged from 30.2% for lung cancer to 69.5% for head and neck cancer. For patients with an unknown primary malignancy, most physicians would refer to internal medicine clinic (34.3%) or obtain an in-ED consult (25.0%). Few physicians would refer directly to surgical or medical oncology from the ED. Comments suggest this may be due to oncologists requiring tissue confirmation of malignancy. Most referrals to specialized clinics were for suspected lung (30.2%) or breast cancer (19.5%); however, these appear to only be available at some centres. Variance in referrals between hospitals was lowest for breast cancer (variance partition coefficient = 8.6%) and highest for unknown primary malignancies (variance partition coefficient = 29.8%). INTERPRETATION Physician management of new suspected cancer varies between EDs and is specific to cancer type. Strategies to standardize access to cancer care in a timely and equitable way for patients with newly suspected cancer in the ED are needed.
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Affiliation(s)
- Keerat Grewal
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health, 2B 213-600 University Avenue, Toronto, ON, Canada.
- Division of Emergency Medicine, Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
- ICES, Toronto, ON, Canada.
| | - Cameron Thompson
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health, 2B 213-600 University Avenue, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Howard Ovens
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health, 2B 213-600 University Avenue, Toronto, ON, Canada
- Division of Emergency Medicine, Department of Family and Community Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Rinku Sutradhar
- ICES, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - David W Savage
- ICES, Toronto, ON, Canada
- Department of Emergency Medicine, Thunder Bay Regional Health Sciences Centre, Thunder Bay, ON, Canada
- NOSM University, Thunder Bay, ON, Canada
| | - Bjug Borgundvaag
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health, 2B 213-600 University Avenue, Toronto, ON, Canada
- Division of Emergency Medicine, Department of Family and Community Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Sheldon Cheskes
- Division of Emergency Medicine, Department of Family and Community Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Sunnybrook Centre for Prehospital Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Kerstin de Wit
- Department of Emergency Medicine, Queens University, Kingston, ON, Canada
- Department of Emergency Medicine, Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Antoine Eskander
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Department of Otolaryngology-Head and Neck Surgery, University of Toronto, Toronto, ON, Canada
- Sunnybrook Health Sciences Centre and Odette Cancer Centre, Toronto, ON, Canada
| | - Jonathan Irish
- Department of Otolaryngology-Head and Neck Surgery, University of Toronto, Toronto, ON, Canada
- University Health Network, Toronto, ON, Canada
- Cancer Care Ontario, Toronto, ON, Canada
| | - Jacqueline L Bender
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- University Health Network, Toronto, ON, Canada
| | - Monika Krzyzanowska
- ICES, Toronto, ON, Canada
- Sunnybrook Health Sciences Centre and Odette Cancer Centre, Toronto, ON, Canada
- Division of Medical Oncology, Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Rohit Mohindra
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health, 2B 213-600 University Avenue, Toronto, ON, Canada
- Division of Emergency Medicine, Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- North York General Hospital, Toronto, ON, Canada
| | | | - Shelley L McLeod
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health, 2B 213-600 University Avenue, Toronto, ON, Canada
- Division of Emergency Medicine, Department of Family and Community Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
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Grewal K, Calzavara A, McLeod SL, Eskander A, Savage DW, Thompson C, Borgundvaag B, Ovens H, Cheskes S, de Wit K, Irish J, Krzyzanowska MK, Walsh R, Mohindra R, Thiruganasambandamoorthy V, Sutradhar R. Emergency department use before cancer diagnosis in Ontario, Canada: a population-based study. CMAJ 2024; 196:E1252-E1261. [PMID: 39496352 PMCID: PMC11537696 DOI: 10.1503/cmaj.240952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/15/2024] [Indexed: 11/06/2024] Open
Abstract
BACKGROUND Although suspicions of cancer may be raised in patients who visit the emergency department, little is known about emergency department use before a cancer diagnosis. We sought to describe emergency department use among patients in Ontario within the 90 days before confirmed cancer diagnosis and to evaluate factors associated with this emergency department use. METHODS We conducted a retrospective, population-based study of patients aged 18 years or older who had a confirmed cancer diagnosis in Ontario from 2014 to 2021 using linked administrative databases. The primary outcome was any emergency department visit within 90 days before the cancer diagnosis date. We used multivariable logistic regression to evaluate factors associated with emergency department use, such as demographics (e.g., age, sex, rurality, Ontario Health region, indicators of marginalization), comorbidities, previous emergency department visits and hospital admissions, continuity of primary care, type of cancer, and year of cancer diagnosis. RESULTS We included 651 071 patients with cancer. Of these, 229 683 (35.3%) had an emergency department visit within 90 days before diagnosis, 51.4% of whom were admitted to hospital from the emergency department. Factors associated with increased odds of emergency department use before cancer diagnosis included rurality (odds ratio [OR] 1.15, 95% confidence interval [CI] 1.13-1.17), residence in northern Ontario (North East region OR 1.14, 95% CI 1.10-1.17 and North West region OR 1.27, 95% CI 1.21-1.32, v. Toronto region), and living in the most marginalized areas (material resources OR 1.37, 95% CI 1.35-1.40 and housing OR 1.09, 95% CI 1.06-1.11, v. least marginalized quintile). We observed significant variation in emergency department use by cancer type, with high odds of emergency department use among patients with intracranial, pancreatic, liver or gallbladder, or thoracic cancer. INTERPRETATION Emergency department use is common before cancer diagnosis, with about one-third of patients with cancer in Ontario using the emergency department before diagnosis. Understanding why patients visit the emergency department before cancer diagnosis is important, particularly for patients who live in rural or marginalized areas, or those who have specific cancer types.
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Affiliation(s)
- Keerat Grewal
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont.
| | - Andrew Calzavara
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Shelley L McLeod
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Antoine Eskander
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - David W Savage
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Cameron Thompson
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Bjug Borgundvaag
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Howard Ovens
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Sheldon Cheskes
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Kerstin de Wit
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Jonathan Irish
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Monika K Krzyzanowska
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Rachel Walsh
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Rohit Mohindra
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Venkatesh Thiruganasambandamoorthy
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
| | - Rinku Sutradhar
- Schwartz/Reisman Emergency Medicine Institute (Grewal, McLeod, Thompson, Borgundvaag, Ovens, Mohindra), Sinai Health; Division of Emergency Medicine (Grewal, Mohindra), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; ICES Central (Grewal, Calzavara, Eskander, Savage, Krzyzanowska, Sutradhar); Dalla Lana School of Public Health (McLeod, Eskander, Thompson, Sutradhar), Temerty Faculty of Medicine, University of Toronto; Department of Family and Community Medicine (McLeod, Borgundvaag, Ovens, Cheskes, Walsh), Temerty Faculty of Medicine, University of Toronto; Sunnybrook Health Sciences Centre and Odette Cancer Centre (Eskander, Krzyzanowska); Department of Otolaryngology - Head & Neck Surgery (Eskander, Irish), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Savage), Thunder Bay Regional Health Sciences Centre; NOSM University (Savage), Thunder Bay, Ont.; Sunnybrook Centre for Prehospital Medicine (Cheskes), Sunnybrook Health Sciences Centre, Toronto, Ont.; Department of Emergency Medicine (de Wit), Queen's University, Kingston, Ont.; Division of Emergency Medicine (de Wit), Department of Medicine, McMaster University, Hamilton, Ont.; University Health Network (Irish); Ontario Health-Cancer Care Ontario (Irish); Division of Medical Oncology (Krzyzanowska), Department of Medicine, Temerty Faculty of Medicine, University of Toronto; North York General Hospital (Mohindra), Toronto, Ont.; Department of Emergency Medicine and the School of Epidemiology and Public Health (Thiruganasambandamoorthy), University of Ottawa; The Ottawa Hospital Research Institute (Thiruganasambandamoorthy), Ottawa, Ont
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9
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Swann R, Lyratzopoulos G, Rubin G, Elliss-Brookes L, McPhail S. Predictors and consequences of different pathways to emergency diagnosis of cancer in England: Evidence from linked national audit and cancer registration data. Cancer Epidemiol 2024; 92:102607. [PMID: 39167911 DOI: 10.1016/j.canep.2024.102607] [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: 01/26/2024] [Revised: 06/24/2024] [Accepted: 06/27/2024] [Indexed: 08/23/2024]
Abstract
BACKGROUND Diagnosis of cancer soon after emergency care use is associated with adverse prognosis. We aimed to more precisely explore different definitions of emergency diagnosis. METHODS For 43,383 patients in the National Cancer Diagnosis Audit and Routes to Diagnosis datasets, we defined two emergency care pathways: emergency referral (Type-A) and emergency hospital admission (Type-B). We examined patient and tumour factors associated with each pathway excluding the other, and in combination (Type-A+B), in particular their concordance and prognostic implications for short-term mortality. RESULTS One in five patients (19 %) were diagnosed following emergency care use: 4 % through Type-A only, 7 % through Type-B only, and 8 % through Type-A+B. Higher co-morbidity, deprivation, advanced stage and certain cancer sites were associated with greater risk of emergency diagnosis. Concordance of emergency diagnosis pathway between Type-A and Type-B increased with age, co-morbidity and certain cancer sites. Patients with non-alarm symptoms were more likely to self-refer (Type-A) to an Emergency Department than patients with alarm symptoms. Associations with higher short-term mortality were strongest for Type-A+B. CONCLUSIONS We profile different pathways to emergency diagnosis and identify opportunities to improve diagnostic processes for these patients.
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Affiliation(s)
- Ruth Swann
- Cancer Intelligence, CRUK, London, United Kingdom; National Disease Registration Service, NHS England, United Kingdom
| | - Georgios Lyratzopoulos
- Epidemiology of Cancer Healthcare and Outcomes Group, Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London, London, United Kingdom.
| | - Greg Rubin
- Population Health Sciences Institute, Newcastle University, United Kingdom
| | | | - Sean McPhail
- National Disease Registration Service, NHS England, United Kingdom
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10
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Lin YC, Kuo WY, Kung PT, Tsai WC. Proportion trends, cancer stage, and survival of patients with cancer diagnosed through emergency and nonemergency departments: a nationwide cohort study. Front Oncol 2024; 14:1399326. [PMID: 39252940 PMCID: PMC11381288 DOI: 10.3389/fonc.2024.1399326] [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] [Received: 05/08/2024] [Accepted: 08/05/2024] [Indexed: 09/11/2024] Open
Abstract
Introduction To reduce mortality, the Taiwan government has vigorously promoted free cancer screening and preventive health screening services. Cancers are usually advanced by the time they are discovered in the emergency department. Through this study, we aimed to understand the characteristics of cancer patients diagnosed through the emergency department and thus identify high-risk populations by comparing cancer staging and survival rates in patients diagnosed in the emergency department and those diagnosed in the non-emergency department. Methods The retrospective study enrolled a total of 389,043 patients over the age of 20 who were newly diagnosed with one of the five major cancers (including lung cancer, colorectal cancer, breast cancer, prostate cancer, and oral cancer) between 2008 and 2017 and analyzed their diagnostic pathway, cancer stage at diagnosis, and survival time. Results Of the study participants, 59,423 patients (about 15.3%) were diagnosed with cancer through the emergency department. We found that a sizable proportion of older people and patients with low education and low incomes were diagnosed through emergency department visits, and those with a health condition comorbidity severity of 3 had the highest proportion diagnosed by the emergency department, advanced stages at diagnosis, and risk of death. These can be classified as high-risk groups. In addition, 76.4% of patients diagnosed in the emergency department had advanced cancer, and the risk of death was 1.46 times higher than that of patients diagnosed in the non-emergency department. Although cancer screening is available, it does not reduce the proportion of patients with advanced cancer who are diagnosed through or at the time of diagnosis in the emergency department. Conclusions The present study found that the government's cancer screening did not affect the proportion or number of cancers diagnosed through emergency department visits. Therefore, the government should focus on more cancer screening, health education in high-risk groups, and strengthening the link between emergency and oncology departments to reduce the risk of death for patients diagnosed through emergency department visits.
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Affiliation(s)
- Ying-Chao Lin
- Graduate Institute of Public Health, China Medical University, Taichung, Taiwan
- School of Medicine, Tzu Chi University, Hualien, Taiwan
- Department of Neurological Institute, Taichung Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Taichung, Taiwan
| | - Wei-Yin Kuo
- Department of Health Services Administration, China Medical University, Taichung, Taiwan
| | - Pei-Tseng Kung
- Department of Healthcare Administration, Asia University, Taichung, Taiwan
- Department of Medical Research, China Medical University Hospital, China Medical University, Taichung, Taiwan
| | - Wen-Chen Tsai
- Department of Health Services Administration, China Medical University, Taichung, Taiwan
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11
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Fallon J, Standring O, Vithlani N, Demyan L, Shah M, Gazzara E, Hartman S, Pasha S, King DA, Herman JM, Weiss MJ, DePeralta D, Deutsch G. Minorities Face Delays to Pancreatic Cancer Treatment Regardless of Diagnosis Setting. Ann Surg Oncol 2024; 31:4986-4996. [PMID: 38789617 PMCID: PMC11236843 DOI: 10.1245/s10434-024-15352-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 04/09/2024] [Indexed: 05/26/2024]
Abstract
INTRODUCTION Our analysis was designed to characterize the demographics and disparities between the diagnosis of pancreas cancer during emergency presentation (EP) and the outpatient setting (OP) and to see the impact of our institutions pancreatic multidisciplinary clinic (PMDC) on these disparities. METHODS Institutional review board-approved retrospective review of our institutional cancer registry and PMDC databases identified patients diagnosed/treated for pancreatic ductal adenocarcinoma between 2014 and 2022. Chi-square tests were used for categorical variables, and one-way ANOVA with a Bonferroni correction was used for continuous variables. Statistical significance was set at p < 0.05. RESULTS A total of 286 patients met inclusion criteria. Eighty-nine patients (31.1%) were underrepresented minorities (URM). Fifty-seven (64.0%) URMs presented during an EP versus 100 (50.8%) non-URMs (p = 0.037). Forty-one (46.1%) URMs were reviewed at PMDC versus 71 (36.0%) non-URMs (p = 0.10). No differences in clinical and pathologic stage between the cohorts (p = 0.28) were present. URMs took 22 days longer on average to receive treatment (66.5 days vs. 44.8 days, p = 0.003) in the EP cohort and 18 days longer in OP cohort (58.0 days vs. 40.5 days, p < 0.001) compared with non-URMs. Pancreatic Multidisciplinary Clinic enrollment in EP cohort eliminated the difference in time to treatment between cohorts (48.3 days vs. 37.0 days; p = 0.151). RESULTS Underrepresented minorities were more likely to be diagnosed via EP and showed delayed times to treatment compared with non-URM counterparts. Our PMDC alleviated some of these observed disparities. Future studies are required to elucidate the specific factors that resulted in these findings and to identify solutions.
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Affiliation(s)
- John Fallon
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA.
| | - Oliver Standring
- Department of General Surgery, Northwell Health, New Hyde Park, NY, USA
| | - Nandan Vithlani
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Lyudmyla Demyan
- Department of General Surgery, Northwell Health, New Hyde Park, NY, USA
| | - Manav Shah
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Emma Gazzara
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of General Surgery, Northwell Health, New Hyde Park, NY, USA
| | - Sarah Hartman
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of General Surgery, Northwell Health, New Hyde Park, NY, USA
| | - Shamsher Pasha
- Department of Surgical Oncology, Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA
| | - Daniel A King
- Division of Medical Oncology/Hematology, Northwell Health, New Hyde Park, NY, USA
| | - Joseph M Herman
- Department of Radiation Oncology, Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA
| | - Matthew J Weiss
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of Surgical Oncology, Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA
| | - Danielle DePeralta
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of Surgical Oncology, Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA
| | - Gary Deutsch
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of Surgical Oncology, Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA
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Fallon J, Standring O, Vithlani N, Demyan L, Shah M, Gazzara E, Hartman S, Pasha S, King DA, Herman JM, Weiss MJ, DePeralta D, Deutsch G. ASO Author Reflections: Identifying and Understanding How Vulnerable Populations Are Affected by Delays in Pancreatic Cancer Care. Ann Surg Oncol 2024; 31:4998-4999. [PMID: 38847982 PMCID: PMC11236884 DOI: 10.1245/s10434-024-15476-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 05/02/2024] [Indexed: 07/13/2024]
Affiliation(s)
- John Fallon
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA.
| | - Oliver Standring
- Department of General Surgery, Northwell Health, New Hyde Park, NY, USA
| | - Nandan Vithlani
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Lyudmyla Demyan
- Department of General Surgery, Northwell Health, New Hyde Park, NY, USA
| | - Manav Shah
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Emma Gazzara
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of General Surgery, Northwell Health, New Hyde Park, NY, USA
| | - Sarah Hartman
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of General Surgery, Northwell Health, New Hyde Park, NY, USA
| | - Shamsher Pasha
- Department of Surgical Oncology, Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA
| | - Daniel A King
- Division of Medical Oncology/Hematology, Northwell Health, New Hyde Park, NY, USA
| | - Joseph M Herman
- Department of Radiation Oncology, Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA
| | - Matthew J Weiss
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of Surgical Oncology, Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA
| | - Danielle DePeralta
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of Surgical Oncology, Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA
| | - Gary Deutsch
- Department of Surgical Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of Surgical Oncology, Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA
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13
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Wattana MK, Lindsay A, Davenport M, Pettit NR, Menendez JR, Li Z, Lipe DN, Qdaisat A, Bischof JJ. Current gaps in emergency medicine core content education for oncologic emergencies: A targeted needs assessment. AEM EDUCATION AND TRAINING 2024; 8:e10987. [PMID: 38765712 PMCID: PMC11099727 DOI: 10.1002/aet2.10987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 04/02/2024] [Accepted: 04/04/2024] [Indexed: 05/22/2024]
Abstract
Objective The core content of emergency medicine (EM) residency training includes the management of oncologic emergencies; however, documented knowledge gaps continue to exist in this subtopic. This study represents a targeted needs assessment as indicated by Step 2 of Kern's curriculum design to determine the specific training gaps to be addressed within the oncologic EM curriculum. Methods A multi-institutional cross-sectional survey of oncologists (surgical and medical) and emergency physicians (attendings and residents) was conducted during 2023 at five institutions. The voluntary survey consisted of general and specialty-specific questions exploring gaps in oncologic emergency-specific training/education topics. Descriptive statistics reported responses as frequencies and percentages. Results Of the 833 surveys sent across the five sites, 302 (36.3%) were accessed by link; of these, 271 (89.7%) surveys were completed. There were no differences in the responses between early and later respondents and no differences in the characteristics of respondents between sites. A vast majority of the oncologist and EM groups (91.2% and 83.0%, respectively) reported a belief that emergency physicians would benefit from additional oncologic emergency training. Our survey identified 16 important topics for inclusion in an oncologic EM curriculum, including five topics not present on the 2022 Model of Clinical Practice of Emergency Medicine. Conclusions Based on this needs assessment, an oncologic EM curriculum should include the topics listed under oncologic emergencies in the 2022 Model of the Clinical Practice of Emergency Medicine along with our respondent-identified topics of radiation therapy adverse effects, stem cell transplant complications, and the management of cancer-specific postsurgical complications, pain, and common diseases in patients with cancer.
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Affiliation(s)
- Monica K. Wattana
- Department of Emergency MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Angela Lindsay
- Department of Emergency MedicineVirginia Commonwealth UniversityRichmondVirginiaUSA
| | - Moira Davenport
- Department of Emergency MedicineAllegheny General Hospital/Allegheny Health NetworkPittsburghPennsylvaniaUSA
| | - Nicholas R. Pettit
- Department of Emergency MedicineIndiana UniversityIndianapolisIndianaUSA
| | - Jazmin R. Menendez
- Department of Emergency MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Ziyi Li
- Department of BiostatisticsThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | | | - Aiham Qdaisat
- Department of Emergency MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Jason J. Bischof
- Department of Emergency MedicineThe Ohio State University Wexner Medical CenterColumbusOhioUSA
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14
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Dunn MR, Metwally EM, Vohra S, Hyslop T, Henderson LM, Reeder-Hayes K, Thompson CA, Lafata JE, Troester MA, Butler EN. Understanding mechanisms of racial disparities in breast cancer: an assessment of screening and regular care in the Carolina Breast Cancer Study. Cancer Causes Control 2024; 35:825-837. [PMID: 38217760 PMCID: PMC11045315 DOI: 10.1007/s10552-023-01833-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 11/16/2023] [Indexed: 01/15/2024]
Abstract
PURPOSE Screening history influences stage at detection, but regular preventive care may also influence breast tumor diagnostic characteristics. Few studies have evaluated healthcare utilization (both screening and primary care) in racially diverse screening-eligible populations. METHODS This analysis included 2,058 women age 45-74 (49% Black) from the Carolina Breast Cancer Study, a population-based cohort of women diagnosed with invasive breast cancer between 2008 and 2013. Screening history (threshold 0.5 mammograms per year) and pre-diagnostic healthcare utilization (i.e. regular care, based on responses to "During the past ten years, who did you usually see when you were sick or needed advice about your health?") were assessed as binary exposures. The relationship between healthcare utilization and tumor characteristics were evaluated overall and race-stratified. RESULTS Among those lacking screening, Black participants had larger tumors (5 + cm) (frequency 19.6% vs 11.5%, relative frequency difference (RFD) = 8.1%, 95% CI 2.8-13.5), but race differences were attenuated among screening-adherent participants (10.2% vs 7.0%, RFD = 3.2%, 0.2-6.2). Similar trends were observed for tumor stage and mode of detection (mammogram vs lump). Among all participants, those lacking both screening and regular care had larger tumors (21% vs 8%, RR = 2.51, 1.76-3.56) and advanced (3B +) stage (19% vs 6%, RR = 3.15, 2.15-4.63) compared to the referent category (screening-adherent and regular care). Under-use of regular care and screening was more prevalent in socioeconomically disadvantaged areas of North Carolina. CONCLUSIONS Access to regular care is an important safeguard for earlier detection. Our data suggest that health equity interventions should prioritize both primary care and screening.
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Affiliation(s)
- Matthew R Dunn
- Department of Epidemiology, University of North Carolina at Chapel Hill, 135 Dauer Drive, Chapel Hill, NC, 27599, USA.
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA.
| | - Eman M Metwally
- Department of Epidemiology, University of North Carolina at Chapel Hill, 135 Dauer Drive, Chapel Hill, NC, 27599, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Sanah Vohra
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
- David Geffen School of Medicine, University of California, Los Angeles, USA
| | - Terry Hyslop
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA
| | - Louise M Henderson
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
- Division of Pulmonary Disease and Critical Care Medicine, Department of Radiology, University of North Carolina, Chapel Hill, NC, USA
| | - Katherine Reeder-Hayes
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
- Division of Oncology, School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Caroline A Thompson
- Department of Epidemiology, University of North Carolina at Chapel Hill, 135 Dauer Drive, Chapel Hill, NC, 27599, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Jennifer Elston Lafata
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Melissa A Troester
- Department of Epidemiology, University of North Carolina at Chapel Hill, 135 Dauer Drive, Chapel Hill, NC, 27599, USA.
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA.
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, NC, USA.
| | - Eboneé N Butler
- Department of Epidemiology, University of North Carolina at Chapel Hill, 135 Dauer Drive, Chapel Hill, NC, 27599, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
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15
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Reyes KR, Wong P, Petrofsky M, Dai A, Pelayo A, Brondfield S, Kwon DH. Shared decision-making needs, barriers, and facilitators of patients with newly diagnosed advanced cancer in the hospital: a multi-level, mixed-methods study. Support Care Cancer 2024; 32:315. [PMID: 38684522 PMCID: PMC11058864 DOI: 10.1007/s00520-024-08515-1] [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: 11/23/2023] [Accepted: 04/19/2024] [Indexed: 05/02/2024]
Abstract
PURPOSE Little is known about the shared decision-making (SDM) needs, barriers, and facilitators of patients with newly diagnosed advanced cancer in the hospital. Understanding this may improve SDM and cancer care quality in this vulnerable population. METHODS A single-site, mixed-methods study of hospitalized patients with newly diagnosed advanced cancer, caregivers, and oncologists was conducted. After discharge, patient ± caregiver semi-structured interviews exploring SDM needs, barriers, and facilitators regarding their most important upcoming cancer-related decision were conducted. Oncologists were surveyed about patient knowledge and SDM needs using closed- and open-ended questions, respectively. Thematic analysis was performed for qualitative data with a focus on themes unique to or amplified by hospitalization. Descriptive statistics and the Chi-squared test were performed for quantitative data. RESULTS Patients and caregivers reported high SDM needs surrounding treatment and prognostic information, leading to decisional conflict. Eight themes emerged: anticipated cancer treatment decisions, variable control preferences in decision-making, high cancer-related information needs and uncertainty, barriers and facilitators to information gathering during and post hospitalization, and decision-making facilitators. Among 32 oncologists, most (56%) reported patients were poorly informed about treatment and prognosis. Oncologists reported variable expectations about patient knowledge after hospitalization, facilitators to patient decision-making, and patient uncertainty while awaiting an outpatient oncologist appointment. CONCLUSION Patients newly diagnosed with advanced cancer in the hospital have high SDM needs and experience decisional conflict. This may be due to barriers unique to or exacerbated by hospitalization. Further research is needed to develop strategies to address these barriers and enhance the facilitators identified in this study.
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Affiliation(s)
- Kevin R Reyes
- Department of Medicine, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Paul Wong
- Department of Medicine, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Mary Petrofsky
- UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Annie Dai
- UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Alyson Pelayo
- UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Sam Brondfield
- Department of Medicine, University of California, San Francisco (UCSF), San Francisco, CA, USA
- UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Daniel H Kwon
- Department of Medicine, University of California, San Francisco (UCSF), San Francisco, CA, USA.
- UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, USA.
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16
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Islam MM, Talukder MA, Uddin MA, Akhter A, Khalid M. BrainNet: Precision Brain Tumor Classification with Optimized EfficientNet Architecture. INT J INTELL SYST 2024; 2024. [DOI: 10.1155/2024/3583612] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 06/15/2024] [Indexed: 12/30/2024]
Abstract
Brain tumors significantly impact human health due to their complexity and the challenges in early detection and treatment. Accurate diagnosis is crucial for effective intervention, but existing methods often suffer from limitations in accuracy and efficiency. To address these challenges, this study presents a novel deep learning (DL) approach utilizing the EfficientNet family for enhanced brain tumor classification and detection. Leveraging a comprehensive dataset of 3064 T1‐weighted CE MRI images, our methodology incorporates advanced preprocessing and augmentation techniques to optimize model performance. The experiments demonstrate that EfficientNetB(07) achieved 99.14%, 98.76%, 99.07%, 99.69%, 99.07%, 98.76%, 98.76%, and 99.07% accuracy, respectively. The pinnacle of our research is the EfficientNetB3 model, which demonstrated exceptional performance with an accuracy rate of 99.69%. This performance surpasses many existing state‐of‐the‐art (SOTA) techniques, underscoring the efficacy of our approach. The precision of our high‐accuracy DL model promises to improve diagnostic reliability and speed in clinical settings, facilitating earlier and more effective treatment strategies. Our findings suggest significant potential for improving patient outcomes in brain tumor diagnosis.
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Bravo L, Vizcarra K, Zavaleta J, Paez KJ, Morante Z, Limache-García A, Saravia CH. Impact of the COVID-19 Pandemic on the Treatment of Cancer Patients at a Hospital in Peru. Cancer Control 2024; 31:10732748241276616. [PMID: 39155527 PMCID: PMC11331466 DOI: 10.1177/10732748241276616] [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: 05/01/2024] [Revised: 07/25/2024] [Accepted: 08/02/2024] [Indexed: 08/20/2024] Open
Abstract
BACKGROUND The appearance of the new coronavirus, SARS-CoV-2, in Wuhan - China, in 2019 led to the declaration of a COVID-19 pandemic by the World Health Organization. Peru confirmed its first case on March 6, 2020, prompting a significant change in medical care. PURPOSE Our objective was to determine the impact of the COVID-19 pandemic on cancer treatment in Peru. METHODS A retrospective analysis of hospital data from the National Institute of Neoplastic Diseases revealed substantial decreases in oncological treatments in 2020 compared to 2019. RESULTS Oncological treatments involving bone marrow transplantation had a greater impact between the months of April and September, at -100% (p=0.003). However, treatments involving surgery in April (-95% [p≤0.001]), radiotherapy in May (-76% [p=0.002]) and chemotherapy in June (-71% [p≤0.001]) also showed significant impacts. Comparative analysis with international data revealed similar trends in cancer care interruptions in different countries. However, variations in the magnitude of the impact were observed, influenced by regional health policies and the severity of the pandemic. CONCLUSIONS The findings underscore the challenges cancer care providers face during public health crises, requiring adaptive strategies to ensure continued access to essential treatments. Addressing these challenges requires comprehensive public health responses to mitigate the impact of future crises on cancer care systems.
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Affiliation(s)
- Leny Bravo
- Escuela Profesional de Medicina Humana, Universidad Privada San Juan Bautista, Lima, Perú
| | - Karla Vizcarra
- Escuela Profesional de Medicina Humana, Universidad Privada San Juan Bautista, Lima, Perú
| | - Jenny Zavaleta
- Escuela Profesional de Medicina Humana, Universidad Privada San Juan Bautista, Lima, Perú
| | - Kevin J. Paez
- Escuela Profesional de Medicina Humana, Universidad Privada San Juan Bautista, Ica, Perú
| | - Zaida Morante
- Departamento de Medicina Oncológica, Instituto Nacional de Enfermedades Neoplásicas, Lima, Perú
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Pettit NR, Bischof JJ. The emergency department: A key pillar in the cancer care continuum. Acad Emerg Med 2023; 30:1288-1289. [PMID: 37684050 DOI: 10.1111/acem.14802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 09/01/2023] [Accepted: 09/02/2023] [Indexed: 09/10/2023]
Affiliation(s)
- Nicholas R Pettit
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Jason J Bischof
- Department of Emergency Medicine, The Ohio State University, Columbus, Ohio, USA
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19
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Pettit NR, Noriega A, Missen MRV. Retrospective review of patients with lung cancer presenting emergently. Am J Emerg Med 2023; 71:129-133. [PMID: 37392511 DOI: 10.1016/j.ajem.2023.06.027] [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: 03/21/2023] [Revised: 06/09/2023] [Accepted: 06/12/2023] [Indexed: 07/03/2023] Open
Abstract
BACKGROUND A significant proportion of lung cancer patients receive their diagnosis as part of an emergency presentation (EPs) to emergency departments (EDs). OBJECTIVES This study aimed to describe EPs of lung cancer at a safety-net hospital system. METHODS We conducted a retrospective analysis of patients with lung cancer at a safety-net ED. EP was defined as a diagnosis of lung cancer due to an acute presentation with symptoms of undiagnosed lung cancer (e.g., cough, hemoptysis, shortness of breath). Non-EPs were the result of either incidental findings (trauma pan-scan) or as part of lung cancer screening. RESULTS A total of 333 patient charts were reviewed who had lung cancer. Of those, 248 (74.5%) were defined as having an EP. EPs were more likely stage IV than non-EPs (50.4% vs 32.9%). The percent mortality was higher for EP versus non-EP, 60.0% vs 49.4%. which is driven by a high mortality rate for stage IV EPs (77.5%). Most patients with an EP were seen in the ED (177, 71.4%) as the location of initial visit that had a workup concerning for lung cancer. Most of the EPs were admitted for completion of either their diagnostic work up and/or for symptom management (117, 66.5%). Logistic regression identified significant predictors for an EP including stage IV at diagnosis (OR 2.49, 95% CI 1.39-4.48) and lack of primary care (OR 0.07, 95% CI 0.009-0.53). CONCLUSION Most patients with lung cancer present acutely as an EP with advanced stage in a safety-net health care setting. The ED plays an important role in the initial diagnosis of lung cancer and coordinating subsequent cancer care.
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Affiliation(s)
- Nicholas R Pettit
- Department of Emergency Medicine, Indiana University, Indianapolis, IN, United States of America.
| | - Andrea Noriega
- Department of Emergency Medicine, Indiana University, Indianapolis, IN, United States of America
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Koch M, Szabó É, Varga C, Soós V, Prenek L, Porcsa L, Bellyei S, Girán K, Girán J, Kiss I, Pozsgai É. Retrospective study of cancer patients' predictive factors of care in a large, Hungarian tertiary care centre. BMJ Open 2023; 13:e070320. [PMID: 37156589 PMCID: PMC10174014 DOI: 10.1136/bmjopen-2022-070320] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/10/2023] Open
Abstract
OBJECTIVES To identify predictive factors of multiple emergency department (ED) visits, hospitalisation and potentially preventable ED visits made by patients with cancer in a Hungarian tertiary care centre. DESIGN Observational, retrospective study. SETTING A large, public tertiary hospital, in Somogy County, Hungary, with a level 3 emergency and trauma centre and a dedicated cancer centre. PARTICIPANTS Patients above 18 years with a cancer diagnosis (International Classification of Diseases, 10th Revision codes of C0000-C9670) who visited the ED in 2018, who had received their diagnosis of cancer within 5 years of their first ED visit in 2018 or received their diagnosis of cancer latest within the study year. Cases diagnosed with cancer at the ED (new cancer diagnosis-related ED visits) were also included, constituting 7.9% of visits. PRIMARY OUTCOME MEASURES Demographic and clinical characteristics were collected and the predictors of multiple (≥2) ED visits within the study year, admission to inpatient care following the ED visit (hospitalisation), potentially preventable ED visits and death within 36 months were determined. RESULTS 2383 ED visits made by 1512 patients with cancer were registered. Predictive factors of multiple (≥2) ED visits were residing in a nursing home (OR 3.09, 95% CI 1.88 to 5.07) and prior hospice care (OR 1.87, 95% CI 1.05 to 3.31). Predictive factors for hospitalisation following an ED visit included a new cancer diagnosis-related visit (OR 1.86, 95% CI 1.30 to 2.66) and complaint of dyspnoea (OR 1.61, 95% CI 1.22 to 2.12). CONCLUSIONS Being a resident of a nursing home and receiving prior hospice care significantly increased the odds of multiple ED visits, while new cancer-related ED visits independently increased the odds of hospitalisation of patients with cancer. This is the first study to report these associations from a Central-Eastern European country. Our study may shed light on the specific challenges of EDs in general and particularly faced by countries in the region.
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Affiliation(s)
- Márton Koch
- Department of Emergency Medicine, Somogy County Kaposi Mór General Hospital, Kaposvár, Hungary
| | - Éva Szabó
- Department of Otorhinolaryngology, University of Pécs Clinical Center, Pecs, Hungary
| | - Csaba Varga
- Department of Emergency Medicine, Somogy County Kaposi Mór General Hospital, Kaposvár, Hungary
- Department of Emergency Medicine, Semmelweis University, Budapest, Hungary
| | - Viktor Soós
- Department of Emergency Medicine, Somogy County Kaposi Mór General Hospital, Kaposvár, Hungary
| | - Lilla Prenek
- Department of Emergency Medicine, Somogy County Kaposi Mór General Hospital, Kaposvár, Hungary
| | - Lili Porcsa
- Department of Emergency Medicine, Somogy County Kaposi Mór General Hospital, Kaposvár, Hungary
| | - Szabolcs Bellyei
- Department of Oncotherapy, University of Pécs Clinical Center, Pecs, Hungary
| | - Kyra Girán
- Faculty of Social and Behavioural Sciences, Utrecht University, Utrecht, The Netherlands
| | - János Girán
- Department of Public Health, Pécsi Tudományegyetem Általános Orvostudományi Kar, Pecs, Hungary
| | - István Kiss
- Department of Public Health, Pécsi Tudományegyetem Általános Orvostudományi Kar, Pecs, Hungary
| | - Éva Pozsgai
- Department of Public Health, Pécsi Tudományegyetem Általános Orvostudományi Kar, Pecs, Hungary
- Department of Primary Health Care, Pécsi Tudományegyetem Általános Orvostudományi Kar, Pecs, Hungary
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21
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Delamare Fauvel A, Bischof JJ, Reinbolt RE, Weihing VK, Boyer EW, Caterino JM, Wang HE. Diagnosis of cancer in the Emergency Department: A scoping review. Cancer Med 2023; 12:8710-8728. [PMID: 36622062 PMCID: PMC10134283 DOI: 10.1002/cam4.5600] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 12/12/2022] [Accepted: 12/19/2022] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND The Emergency Department (ED) plays a key role in the identification and care of acute medical conditions, including cancer. In this scoping review, we aimed to determine the role of the ED in the acute diagnosis of cancer. METHODS We conducted a scoping review of articles according to Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) using PubMed and Google Scholar. We screened studies of adults with a new diagnosis of cancer in the ED. We included randomized control trials, prospective, retrospective, and cross-sectional observational studies, and case reports published in English since 2000. We grouped the articles into categories based on their objectives and findings. RESULTS Of the 4459 articles, we included 47 in the review. The identified studies fell into three major categories: (1) studies describing the incidental diagnosis of cancer in the ED (n = 11, 23%), (2) studies characterizing the acute initial presentation of cancer in the ED (n = 19, 41%), and (3) studies describing the ED as a pathway to cancer diagnosis in the healthcare system (n = 17, 36%). Across the studies, cancer diagnoses in the ED were more likely in patients with higher comorbidities, occurred at later stages, and resulted in worse survival rates. CONCLUSIONS The ED plays a prominent role in the initial diagnosis of cancer. Efforts must be made to integrate the ED within the cancer care continuum.
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Affiliation(s)
- Alix Delamare Fauvel
- Department of Emergency MedicineThe Ohio State UniversityColumbusOhioUSA
- Emergency DepartmentRouen University HospitalRouenFrance
| | - Jason J. Bischof
- Department of Emergency MedicineThe Ohio State UniversityColumbusOhioUSA
| | | | - Veronica K. Weihing
- McGovern Medical SchoolThe University of Texas Health Science Center at HoustonHoustonTexasUSA
| | - Edward W. Boyer
- Department of Emergency MedicineThe Ohio State UniversityColumbusOhioUSA
| | | | - Henry E. Wang
- Department of Emergency MedicineThe Ohio State UniversityColumbusOhioUSA
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