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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 2025:10.1007/s10552-024-01953-6. [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] [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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Pettit N, Missen MV, Noriega A, Lash R. Outcomes for Emergency Presentations of Lung Cancer: A Scoping Review. J Emerg Med 2024:S0736-4679(24)00321-4. [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] [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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Stauder SK, Borkar SR, Glasgow AE, Runkle TL, Sherman ME, Spaulding AC, Mohseni MM, DeStephano CC. Emergency Department Visits Before Cancer Diagnosis Among Women at Mayo Clinic. Mayo Clin Proc Innov Qual Outcomes 2024; 8:213-224. [PMID: 38596167 PMCID: PMC11002794 DOI: 10.1016/j.mayocpiqo.2024.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 03/06/2024] [Accepted: 03/11/2024] [Indexed: 04/11/2024] Open
Abstract
Objective To determine associations of incident cancer diagnoses in women with recent emergency department (ED) care. Patients and Methods A retrospective cohort study analyzing biological females aged 18 years and older, who were diagnosed with an incident primary cancer (12 cancer types studied) from January 1, 2015, to December 31, 2021, from electronic health records. The primary outcome was a cancer diagnosis within 6 months of a preceding ED visit. Secondary outcomes included patient factors associated with a preceding ED visit. Results Of 25,736 patients (median age of 62 years, range 18-101) diagnosed with an incident primary cancer, 1938 (7.5%) had an ED visit ≤6 months before a diagnosis. The ED-associated cancer cases were highest in lung cancer (n=514, 14.7%) followed by acute lymphoblastic leukemia (n=22, 13.3%). Patient factors increasing the likelihood of ED evaluation before diagnosis included 18-50 years of age (OR=1.32; 95% CI, 1.09-1.61), Elixhauser score (measure of comorbidities) >4 (OR=17.90; 95% CI, 14.21-22.76), use of Medicaid or other government insurance (OR=2.10; 95% CI, 1.63-2.69), residence within the institutional catchment areas (OR=3.18; 95% CI, 2.78-3.66), non-Hispanic Black race/ethnicity (OR=1.41; 95% CI, 1.04-1.88), and established primary care provider at Mayo Clinic (OR=1.45; 95% CI, 1.28-1.65). The ED visits were more likely in those who died within 6 months of diagnosis (n=327, 37.8%) than those who did not die (n=1611, 6.5%). Conclusion Patient characteristics identified in this study offer opportunities to provide cancer risk assessment and health navigation, particularly among individuals with comorbidities and limited health care access.
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Affiliation(s)
| | - Shalmali R. Borkar
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, FL
| | - Amy E. Glasgow
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
| | - Tage L. Runkle
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
| | - Mark E. Sherman
- Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL
| | - Aaron C. Spaulding
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, FL
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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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Walder JR, Faiz SA, Sandoval M. Lung cancer in the emergency department. EMERGENCY CANCER CARE 2023; 2:3. [PMID: 38799792 PMCID: PMC11116267 DOI: 10.1186/s44201-023-00018-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 02/13/2023] [Indexed: 05/29/2024]
Abstract
Background Though decreasing in incidence and mortality in the USA, lung cancer remains the deadliest of all cancers. For a significant number of patients, the emergency department (ED) provides the first pivotal step in lung cancer prevention, diagnosis, and management. As screening recommendations and treatments advance, ED providers must stay up-to-date with the latest lung cancer recommendations. The purpose of this review is to identify the many ways that emergency providers may intersect with the disease spectrum of lung cancer and provide an updated array of knowledge regarding detection, management, complications, and interdisciplinary care. Findings Lung cancer, encompassing 10-12% of cancer-related emergency department visits and a 66% admission rate, is the most fatal malignancy in both men and women. Most patients presenting to the ED have not seen a primary care provider or undergone screening. Ultimately, half of those with a new lung cancer diagnosis in the ED die within 1 year. Incidental findings on computed tomography are mostly benign, but emergency staff must be aware of the factors that make them high risk. Radiologic presentations range from asymptomatic nodules to diffuse metastatic lesions with predominately pulmonary symptoms, and some may present with extra-thoracic manifestations including neurologic. The short-term prognosis for ED lung cancer patients is worse than that of other malignancies. Screening offers new hope through earlier diagnosis but is underutilized which may be due to racial and socioeconomic disparities. New treatments provide optimism but lead to new complications, some long-term. Multidisciplinary care is essential, and emergency medicine is responsible for the disposition of patients to the appropriate specialists at inpatient and outpatient centers. Conclusion ED providers are intimately involved in all aspects of lung cancer care. Risk factor modification and referral for lung cancer screening are opportunities to further enhance patient care. In addition, with the advent of newer cancer therapies, ED providers must stay vigilant and up-to-date with all aspects of lung cancer including disparities, staging, symptoms of disease, prognosis, treatment, and therapy-related complications.
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Affiliation(s)
- Jeremy R. Walder
- Divisions of Critical Care, Pulmonary and Sleep Medicine, McGovern Medical School at UTHealth, 6431 Fannin St., Ste. MSB 1.282, Houston, TX 77030 USA
| | - Saadia A. Faiz
- Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Unit 1462, Houston, TX 77030 USA
| | - Marcelo Sandoval
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Unit 1468, Houston, TX 77030 USA
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Pettit NR, Li X, Stewart L, Kline J. Worsened outcomes of newly diagnosed cancer in patients with recent emergency care visits: A retrospective cohort study of 3699 adults in a safety net health system. Cancer Med 2023; 12:4832-4841. [PMID: 36394210 PMCID: PMC9972123 DOI: 10.1002/cam4.5303] [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: 02/03/2022] [Revised: 07/11/2022] [Accepted: 09/16/2022] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION Many patients receive a suspected diagnosis of cancer through an emergency department (ED) visit. Time to treatment for a new diagnosis of cancer is directly associated with improved outcomes with little no describing the ED utilization prior to the diagnosis of cancer. We hypothesize that patients that have an ED visit in proximity to a diagnosis of cancer will have worse outcomes, including mortality. METHODS This study is a retrospective cohort study of all patients with cancer diagnosed at Eskenazi Health (Indiana) between 2016 and 2019. Individual health characteristics, ED utilization, cancer types, and mortality were studied. We compared those patients seen in the ED within 6 months prior to their diagnosis (cases) to patients not seen in the ED (controls). RESULTS A total of 3699 patients with cancer were included, with 1239 cases (33.50%). Patients of black race had higher frequencies in the cases vs. controls (46.57% vs. 40.68%). Lung cancer was the most frequently observed cancer among cases vs. controls (11.70% vs. 5.57%). For the cases, 232 patients were deceased (18.72%) compared with 247 patients among the controls (10.04%, p < 0.0001, OR 2.06 95% confidence interval [CI] 1.70-2.51). An ED visit in past 6 months (OR = 1.73, 95% CI 1.38-2.18) and Medicaid insurance type (versus commercial, OR = 4.16, 95% CI 2.45-7.07) were associated with of mortality. Female gender (OR = 0.76, 95% CI 0.67-0.88), tobacco use (OR = 1.62, 95% CI 138-1.90), and Medicaid insurance type (versus commercial, OR = 2.56, 95% CI 2.07-3.47) were associated with prior ED use. CONCLUSIONS Over one third of patients with cancer were seen in the ED within 6 months prior to their cancer diagnosis. Higher mortality rates were observed for those seen in the ED. Future studies are needed to investigate the association and impact that the ED has on eventual cancer diagnoses and outcomes.
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Affiliation(s)
- Nicholas R Pettit
- Department of Emergency Medicine, Indiana University, Indianapolis, Indiana, USA.,Richard M. Fairbanks School of Public Health, Indiana University, Indianapolis, Indiana, USA
| | - Xin Li
- Richard M. Fairbanks School of Public Health, Indiana University, Indianapolis, Indiana, USA
| | - Lauren Stewart
- Department of Emergency Medicine, Indiana University, Indianapolis, Indiana, USA
| | - Jeffrey Kline
- Department of Emergency Medicine, Indiana University, Indianapolis, Indiana, USA.,Department of Emergency Medicine, Wayne State University, Detroit, Michigan, USA
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Niranjan N, Sriram KB. New lung cancer diagnosis after emergency department presentation in a tertiary hospital: patient characteristics and outcomes. Hosp Pract (1995) 2022; 50:356-360. [PMID: 36056584 DOI: 10.1080/21548331.2022.2121573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
OBJECTIVES Currently there is limited data available about patients who are diagnosed with lung cancer following an emergency department (ED) visit. This study sought to define the demographics, symptoms profile, staging, and prognosis of this cohort of patients. METHODS We conducted a retrospective study of patients diagnosed with a primary lung malignancy at a lung cancer multi-disciplinary meeting between January 2018-January 2020. Medical records were reviewed to collect data around demographics, presenting symptoms, investigations, admission, cancer stage, and mortality. RESULTS During the study period, 890 patients were diagnosed with a primary lung malignancy of which 209 (23.5%) presented to ED prompting diagnostic work-up. Of these 209 patients, 89% were hospitalised for a median duration of 6 days. 104 (50%) were female and average age of cohort was 70 years. Dyspnoea (38%) was the most common presenting symptom. Radiological staging and tissue biopsy was performed as an outpatient procedure in 46% and 41% of patients respectively. 188 patients had non-small cell lung cancer of whom 68% had Stage IV disease. 53 (25%) patients died within 3 months of ED presentation. These patients were older with more advanced disease compared to patients who were alive at 3 months. CONCLUSION : Emergent diagnosed patients are a significant proportion of the lung cancer population, presenting with advanced stage disease and increased short-term mortality. Future research should be directed at interventions, such as lung cancer screening program and/or community education to reduce the need for patients to present the emergency department with disabling lung cancer symptoms.
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Affiliation(s)
- Navin Niranjan
- Department of Respiratory Medicine, Gold Coast University Hospital, 1 Hospital Boulevard, Southport, Queensland, 4215, Australia
| | - Krishna Bajee Sriram
- Department of Respiratory Medicine, Gold Coast University Hospital, 1 Hospital Boulevard, Southport, Queensland, 4215, Australia.,School of Medicine and Dentistry, Parklands Drive, Griffith University, Southport, Queensland 4215, Australia
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