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Harlass M, Dalmat RR, Chubak J, van den Puttelaar R, Udaltsova N, Corley DA, Jensen CD, Collier N, Ozik J, Lansdorp-Vogelaar I, Meester RGS. Optimal Stopping Ages for Colorectal Cancer Screening. JAMA Netw Open 2024; 7:e2451715. [PMID: 39699893 DOI: 10.1001/jamanetworkopen.2024.51715] [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] [Indexed: 12/20/2024] Open
Abstract
Importance Prior studies have shown that the benefits, harms, and costs of colorectal cancer (CRC) screening at older ages are associated with a patient's sex, health, and screening history. However, these studies were hypothetical exercises and not directly informed by data on CRC risk. Objective To identify the optimal stopping ages for CRC screening by sex, comorbidity, and screening history from a cost-effectiveness perspective. Design, Setting, and Participants This economic evaluation first validated the MISCAN-Colon (Microsimulation Screening Analysis-Colon) model against community-based CRC incidence and mortality rates for 2 subcohorts of the PRECISE (Optimizing Colorectal Cancer Screening Precision and Outcomes in Community-Based Populations) cohort. Subsequently, different CRC screening scenarios were simulated in older individuals. Cohorts of US adults aged 76 to 90 years varied by sex and comorbidity status (none, low, moderate, or severe). Statistical and sensitivity analyses were performed from March 2023 to May 2024. Exposures CRC screening histories including fecal immunochemical test (FIT) or colonoscopy, such as a negative colonoscopy result from 10, 15, 20, 25, or 30 years before the index age; 1 to 5 negative FIT results within 5 years of the index age, with different patterns of recency; or a combination of negative colonoscopy and negative FIT results. Main Outcomes and Measures The main outcomes included estimated lifetime clinical outcomes, incremental costs, and quality-adjusted life-years gained (QALYG) associated with 1 additional FIT or colonoscopy. Optimal stopping age for screening, defined as the oldest age for which the incremental cost-effectiveness ratio was still below the willingness-to-pay threshold of $100 000 per QALYG, was evaluated. Results The first of the 2 PRECISE subcohorts used in validating the simulation model included 25 974 adults (15 060 females [58.0%]; 54.7% aged 76 to 80 years) with a negative colonoscopy result 10 years before the index date. The second subcohort consisted of 118 269 adults (67 058 females [56.7%]; 90.5% aged 76 to 80 years) with a negative FIT result 1 year before the index date. Older age, male sex, higher comorbidity levels, and recent CRC screenings were associated with reduced incremental benefit and cost-effectiveness of additional screening. For the reference cohort of 76-year-old females without comorbidities and a negative colonoscopy result 10 years before the index age, 1 additional colonoscopy cost $38 226 per QALYG. For cohorts with otherwise equivalent characteristics, associated costs increased to $1 689 945 per QALYG for females at age 90 years without comorbidities and a negative colonoscopy results 10 years before the index age, $51 604 per QALYG for males at age 76 years without comorbidities and a negative colonoscopy result 10 years before the index age, and $108 480 per QALYG for females at age 76 years with severe comorbidities and a negative colonoscopy result 10 years before the index age and decreased to $16 870 per QALYG for females without comorbidities and a negative colonoscopy result 30 years before the index age. The optimal stopping ages across different cohorts ranged from younger than 76 to 86 years for colonoscopy and younger than 76 to 88 years for FIT. Conclusions and Relevance In this economic evaluation, age, sex, screening history, comorbidity, and future screening modality were associated with the clinical outcomes, cost-effectiveness, and optimal stopping age for CRC screening. These results can inform guideline development and patient-directed informed decision-making.
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Affiliation(s)
- Matthias Harlass
- Department of Public Health, Erasmus University Medical Center, Rotterdam, South Holland, the Netherlands
| | - Ronit R Dalmat
- Department of Global Health, University of Washington, Seattle
| | - Jessica Chubak
- Department of Epidemiology, University of Washington, Seattle
- Kaiser Permanente Washington Health Research Institute, Seattle
| | - Rosita van den Puttelaar
- Department of Public Health, Erasmus University Medical Center, Rotterdam, South Holland, the Netherlands
| | - Natalia Udaltsova
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Douglas A Corley
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Gastroenterology, Kaiser Permanente San Francisco Medical Center, San Francisco, California
| | | | - Nicholson Collier
- Decision and Infrastructure Sciences, Argonne National Laboratory, Lemont, Illinois
- Consortium for Advanced Science and Engineering, The University of Chicago, Chicago, Illinois
| | - Jonathan Ozik
- Decision and Infrastructure Sciences, Argonne National Laboratory, Lemont, Illinois
- Consortium for Advanced Science and Engineering, The University of Chicago, Chicago, Illinois
| | - Iris Lansdorp-Vogelaar
- Department of Public Health, Erasmus University Medical Center, Rotterdam, South Holland, the Netherlands
| | - Reinier G S Meester
- Department of Public Health, Erasmus University Medical Center, Rotterdam, South Holland, the Netherlands
- Health Economics and Outcomes Research, Freenome Holdings Inc, South San Francisco, California
- Stanford University School of Medicine, Stanford, California
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Hahn EE, Munoz-Plaza CE, Jensen CD, Ghai NR, Pak K, Amundsen BI, Contreras R, Cannizzaro N, Chubak J, Green BB, Skinner CS, Halm EA, Schottinger JE, Levin TR. Patterns of Care Following a Positive Fecal Blood Test for Colorectal Cancer: A Mixed Methods Study. J Gen Intern Med 2024; 39:3205-3216. [PMID: 38771535 PMCID: PMC11618562 DOI: 10.1007/s11606-024-08764-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 04/02/2024] [Indexed: 05/22/2024]
Abstract
BACKGROUND/OBJECTIVE Multilevel barriers to colonoscopy after a positive fecal blood test for colorectal cancer (CRC) are well-documented. A less-explored barrier to appropriate follow-up is repeat fecal testing after a positive test. We investigated this phenomenon using mixed methods. DESIGN This sequential mixed methods study included quantitative data from a large cohort of patients 50-89 years from four healthcare systems with a positive fecal test 2010-2018 and qualitative data from interviews with physicians and patients. MAIN MEASURES Logistic regression was used to evaluate whether repeat testing was associated with failure to complete subsequent colonoscopy and to identify factors associated with repeat testing. Interviews were coded and analyzed to explore reasons for repeat testing. KEY RESULTS A total of 316,443 patients had a positive fecal test. Within 1 year, 76.3% received a colonoscopy without repeat fecal testing, 3% repeated testing and then received a colonoscopy, 4.4% repeated testing without colonoscopy, and 16.3% did nothing. Among repeat testers (7.4% of total cohort, N = 23,312), 59% did not receive a colonoscopy within 1 year. In adjusted models, those with an initial positive test followed by a negative second test were significantly less likely to receive colonoscopy than those with two successive positive tests (OR 0.37, 95% CI 0.35-0.40). Older age (65-75 vs. 50-64 years: OR 1.37, 95% CI 1.33-1.41) and higher comorbidity score (≥ 4 vs. 0: OR 1.75, 95% CI 1.67-1.83) were significantly associated with repeat testing compared to those who received colonoscopy without repeat tests. Qualitative interview data revealed reasons underlying repeat testing, including colonoscopy avoidance, bargaining, and disbelief of positive results. CONCLUSIONS Among patients in this cohort, 7.4% repeated fecal testing after an initial positive test. Of those, over half did not go on to receive a colonoscopy within 1 year. Efforts to improve CRC screening must address repeat fecal testing after a positive test as a barrier to completing colonoscopy.
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Affiliation(s)
- Erin E Hahn
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA.
| | - Corrine E Munoz-Plaza
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | | | - Nirupa R Ghai
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Katherine Pak
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Britta I Amundsen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Richard Contreras
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Nancy Cannizzaro
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Jessica Chubak
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Beverly B Green
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Celette Sugg Skinner
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Ethan A Halm
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Joanne E Schottinger
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
| | - Theodore R Levin
- Kaiser Permanente Division of Research, Oakland, CA, USA
- Kaiser Permanente Medical Center, Walnut Creek, CA, USA
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Sheridan L, Pocobelli G, Anderson M, Li CI, Kruse GR, Tiro JA, Kamineni A. Cervical cancer screening rates in females living with HIV at three healthcare settings in the United States, 2010-2019. Cancer Causes Control 2024:10.1007/s10552-024-01937-6. [PMID: 39537980 DOI: 10.1007/s10552-024-01937-6] [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: 08/01/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024]
Abstract
PURPOSE Females living with human immunodeficiency virus (FLWHIV) are at increased risk of cervical cancer and U.S. guidelines, first published in 2009 and updated since then, recommend more frequent screening in this population. We examined screening rates among FLWHIV in the U.S. during 2010-2019. METHODS This cohort study included 18-89-year-old FLWHIV during 2010-2019 at three U.S. healthcare settings. Sociodemographics, comorbidities, and cervical cancer screening tests were ascertained from administrative and clinical databases. We reported cervical cancer screening rates overall and by modality. Generalized estimating equations with Poisson distribution were used to estimate screening rate ratios (SRRs) and 95% confidence intervals (CIs) for the associations between screening rates and calendar year, age, race and ethnicity, and comorbidity. RESULTS Among 3,556 FLWHIV, a total of 7,704 cervical cancer screening tests were received over 18,605 person-years during 2010-2019 (screening rate = 41.4 per 100 person-years). Relatively lower screening rates were associated with later calendar years (SRR = 0.71 [95% CI 0.68-0.75] for 2017-2019 versus 2010-2013), older age (SRR = 0.82 [95% CI 0.74-0.89] for 50-65-year-olds versus 18-29-year-olds), non-Hispanic white race versus non-Hispanic Black race (SRR = 0.89 [95% CI 0.81-0.98]) and greater comorbidity burden (SRR = 0.89 [95% CI 0.82-0.98] for ≥ 9 versus 0-6 comorbidity score). CONCLUSION The decrease in cervical cancer screening rates during 2010-2019 in this large cohort of FLWHIV may be explained at least partly by guideline changes during the study period recommending longer screening intervals. Our findings of relatively lower screening rates in FLWHIV who were non-Hispanic white, older, and with greater comorbidity burden should be confirmed in other U.S. SETTINGS
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Affiliation(s)
- Leigh Sheridan
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Gaia Pocobelli
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA.
| | - Melissa Anderson
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Christopher I Li
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Gina R Kruse
- Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Jasmin A Tiro
- Biological Sciences Division, Department of Public Health Sciences, University of Chicago, Chicago, IL, USA
| | - Aruna Kamineni
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
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McDowell A, Rieu-Werden ML, Atlas SJ, Fields CD, Goldstein RH, Gundersen GD, Haas JS, Higashi RT, Pruitt SL, Silver MI, Tiro JA, Kamineni A. Characteristics of Clinicians Caring for Transgender Men and Nonbinary Individuals and Guideline Concordance of Clinicians' Cervical Cancer Screening Counseling for Cisgender Individuals Versus Transgender Men and Nonbinary Individuals with a Cervix. LGBT Health 2024; 11:563-569. [PMID: 38648535 PMCID: PMC11564670 DOI: 10.1089/lgbt.2023.0067] [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] [Indexed: 04/25/2024] Open
Abstract
Purpose: We examined characteristics of clinicians caring for transgender men and nonbinary (TMNB) individuals and guideline concordance of clinicians' cervical cancer screening recommendations. Methods: Using a survey of clinicians who performed ≥10 cervical cancer screenings in 2019, we studied characteristics of clinicians who do versus do not report caring for TMNB individuals and guideline concordance of screening recommendations for TMNB individuals with a cervix versus cisgender women. Results: In our sample (N = 492), 49.2% reported caring for TMNB individuals, and 25.4% reported performing cervical cancer screening for TMNB individuals with a cervix. Differences in guideline concordance of screening recommendations for TMNB individuals with a cervix versus cisgender women (45.8% vs. 50% concordant) were not statistically significant. Conclusion: Sizable proportions of clinicians cared for and performed cervical cancer screening for TMNB individuals. Research is needed to better understand clinicians' identified knowledge deficits to develop interventions (e.g., clinician trainings) to improve gender-affirming cervical cancer prevention.
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Affiliation(s)
- Alex McDowell
- Health Policy Research Center, Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Meghan L. Rieu-Werden
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Steven J. Atlas
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | | | - Robert H. Goldstein
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA
| | | | - Jennifer S. Haas
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Robin T. Higashi
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Harold C. Simmons Comprehensive Cancer Center, Dallas, Texas, USA
| | - Sandi L. Pruitt
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Harold C. Simmons Comprehensive Cancer Center, Dallas, Texas, USA
| | - Michelle I. Silver
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Jasmin A. Tiro
- Department of Public Health Sciences, University of Chicago Biological Sciences Division, Chicago, Illinois, USA
| | - Aruna Kamineni
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA
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Cheng D, Rieu-Werden ML, Lykken JM, Werner CL, Feldman S, Silver MI, Atlas SJ, Tiro JA, Haas JS, Kamineni A. Assessing Management of Abnormal Cervical Cancer Screening Results and Concordance with Guideline Recommendations in Three US Healthcare Settings. Cancer Epidemiol Biomarkers Prev 2024; 33:912-922. [PMID: 38652505 PMCID: PMC11366420 DOI: 10.1158/1055-9965.epi-23-1564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 03/04/2024] [Accepted: 04/10/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Follow-up of abnormal results is essential to cervical cancer screening, but data on adherence to follow-up are limited. We describe patterns of follow-up after screening abnormalities and identify predictors of guideline-concordant follow-up. METHODS We identified the index screening abnormality (positive human papillomavirus test or atypical squamous cells of undetermined significance or more severe cytology) among women of ages 25 to 65 years at three US healthcare systems during 2010 to 2019. We estimated the cumulative incidence of surveillance testing, colposcopy, or treatment after the index abnormality and initial colposcopy. Logistic regressions were fit to identify predictors of guideline-concordant follow-up according to contemporaneous guidelines. RESULTS Among 43,007 patients with an index abnormality, the cumulative incidence of any follow-up was 49.6% by 4 years for those with atypical squamous cells of undetermined significance/human papillomavirus-negative and higher for abnormalities warranting immediate colposcopy. The 1-year cumulative incidence of any follow-up after colposcopy was 70% for patients with normal results or cervical intraepithelial neoplasia I and 90% for patients with cervical intraepithelial neoplasia II+. Rates of concordant follow-up after screening and colposcopy were 52% and 47%, respectively. Discordant follow-up was associated with factors including age, race/ethnicity, overweight/obese body mass index, and specific types of public payor coverage or being uninsured. CONCLUSIONS Adherence to the recommended follow-up of cytologic and histopathologic abnormalities is inconsistent in clinical practice. Concordance was poor for mild abnormalities and improved, although suboptimal, for more severe abnormalities. IMPACT There remain gaps in the cervical cancer screening process in clinical practice. Further study is needed to understand the barriers to the appropriate management of cervical abnormalities.
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Affiliation(s)
- David Cheng
- Biostatistics Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Division of General Internal Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Meghan L Rieu-Werden
- Division of General Internal Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jacquelyn M Lykken
- Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Claudia L Werner
- Department of Obstetrics and Gynecology, University of Southwestern Medical Center, Dallas, TX, USA
- Parkland Health, Dallas, TX, USA
| | - Sarah Feldman
- Division of Gynecologic Oncology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Michelle I Silver
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St Louis, MO, USA
| | - Steven J Atlas
- Division of General Internal Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jasmin A Tiro
- Department of Public Health Sciences, University of Chicago—Biological Sciences Division, Chicago, IL, USA
| | - Jennifer S Haas
- Division of General Internal Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Aruna Kamineni
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
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Boratyn VM, Pocobelli G, Atlas SJ, Clark CR, Feldman S, Kruse G, Marie McCarthy A, Rieu-Werden M, Silver MI, Santini NO, Tiro JA, Haas JS. Clinician-perceived barriers to cervical cancer screening before and during the COVID-19 pandemic at three US healthcare systems. Prev Med Rep 2024; 43:102783. [PMID: 38883925 PMCID: PMC11180331 DOI: 10.1016/j.pmedr.2024.102783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 01/20/2024] [Accepted: 06/01/2024] [Indexed: 06/18/2024] Open
Abstract
Introduction The COVID-19 pandemic posed serious challenges to cancer screening delivery, including cervical cancer. While the impact of the pandemic on deferred screening has been documented, less is known about how clinicians experienced barriers to screening delivery, and, in particular, the role of pre-pandemic barriers to changes reported during the pandemic. Methods Survey of clinicians who performed ≥ 10 cervical cancer screening tests in 2019 from Mass General Brigham, Kaiser Permanente Washington, and Parkland Health, the healthcare systems participating in the Population-based Research to Optimize the Screening Process (PROSPR II) consortium (administered 10/2020-12/2020, response rate 53.7 %). Results Prior to the pandemic, clinicians commonly noted barriers to the delivery of cervical cancer screening including lack of staff support (57.6%), interpreters (32.5%), resources to support patients with social barriers to care (61.3%), and discrimination or bias in interactions between staff and patients (31.2%). Clinicians who reported experiencing a given barrier to care before the pandemic were more likely than those who did not experience one to report worsening during the pandemic: lack of staff support (odds ratio 4.70, 95% confidence interval 2.94-7.52); lack of interpreters (8.23, 4.46-15.18); lack of resources to support patients in overcoming social barriers (7.65, 4.41-13.27); and discrimination or bias (6.73, 3.03-14.97). Conclusions Clinicians from three health systems who deliver cervical cancer screening commonly reported barriers to care. Barriers prior to the pandemic were associated with worsening of barriers during the pandemic. Addressing barriers to cervical cancer screening may promote resilience of care delivery during the next public health emergency.
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Affiliation(s)
- Veronica M Boratyn
- Division of General Internal Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Gaia Pocobelli
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington, United States
| | - Steven J Atlas
- Division of General Internal Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Cheryl R Clark
- Division of General Internal Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| | - Sarah Feldman
- Department of Obstetrics Gynecology & Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| | - Gina Kruse
- Division of General Internal Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
- Division of General Internal Medicine, University of Colorado School of Medicine, Denver, CO, United States
| | - Anne Marie McCarthy
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States
| | - Meghan Rieu-Werden
- Division of General Internal Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Michelle I Silver
- Department of Surgery, Washington University School of Medicine, St. Louis, MO, United States
| | - Noel O Santini
- Parkland Health, Dallas, TX, United States
- Division of General Internal Medicine, UT Southwestern Medical Center, Dallas, TX, United States
| | - Jasmin A Tiro
- Division of General Internal Medicine, UT Southwestern Medical Center, Dallas, TX, United States
- Department of Public Health Sciences, Biological Sciences Division, University of Chicago, Chicago, IL, United States
| | - Jennifer S Haas
- Division of General Internal Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
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Lee JK, Roy A, Jensen CD, Chan JT, Zhao WK, Levin TR, Chubak J, Halm EA, Skinner CS, Schottinger JE, Ghai NR, Burnett-Hartman AN, Kamineni A, Udaltsova N, Corley DA. Surveillance Colonoscopy Findings in Older Adults With a History of Colorectal Adenomas. JAMA Netw Open 2024; 7:e244611. [PMID: 38564216 PMCID: PMC10988351 DOI: 10.1001/jamanetworkopen.2024.4611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 02/05/2024] [Indexed: 04/04/2024] Open
Abstract
Importance Postpolypectomy surveillance is a common colonoscopy indication in older adults; however, guidelines provide little direction on when to stop surveillance in this population. Objective To estimate surveillance colonoscopy yields in older adults. Design, Setting, and Participants This population-based cross-sectional study included individuals 70 to 85 years of age who received surveillance colonoscopy at a large, community-based US health care system between January 1, 2017, and December 31, 2019; had an adenoma detected 12 or more months previously; and had at least 1 year of health plan enrollment before surveillance. Individuals were excluded due to prior colorectal cancer (CRC), hereditary CRC syndrome, inflammatory bowel disease, or prior colectomy or if the surveillance colonoscopy had an inadequate bowel preparation or was incomplete. Data were analyzed from September 1, 2022, to February 22, 2024. Exposures Age (70-74, 75-79, or 80-85 years) at surveillance colonoscopy and prior adenoma finding (ie, advanced adenoma vs nonadvanced adenoma). Main Outcomes and Measures The main outcomes were yields of CRC, advanced adenoma, and advanced neoplasia overall (all ages) by age group and by both age group and prior adenoma finding. Multivariable logistic regression was used to identify factors associated with advanced neoplasia detection at surveillance. Results Of 9740 surveillance colonoscopies among 9601 patients, 5895 (60.5%) were in men, and 5738 (58.9%), 3225 (33.1%), and 777 (8.0%) were performed in those aged 70-74, 75-79, and 80-85 years, respectively. Overall, CRC yields were found in 28 procedures (0.3%), advanced adenoma in 1141 (11.7%), and advanced neoplasia in 1169 (12.0%); yields did not differ significantly across age groups. Overall, CRC yields were higher for colonoscopies among patients with a prior advanced adenoma vs nonadvanced adenoma (12 of 2305 [0.5%] vs 16 of 7435 [0.2%]; P = .02), and the same was observed for advanced neoplasia (380 of 2305 [16.5%] vs 789 of 7435 [10.6%]; P < .001). Factors associated with advanced neoplasia at surveillance were prior advanced adenoma (adjusted odds ratio [AOR], 1.65; 95% CI, 1.44-1.88), body mass index of 30 or greater vs less than 25 (AOR, 1.21; 95% CI, 1.03-1.44), and having ever smoked tobacco (AOR, 1.14; 95% CI, 1.01-1.30). Asian or Pacific Islander race was inversely associated with advanced neoplasia (AOR, 0.81; 95% CI, 0.67-0.99). Conclusions and Relevance In this cross-sectional study of surveillance colonoscopy yield in older adults, CRC detection was rare regardless of prior adenoma finding, whereas the advanced neoplasia yield was 12.0% overall. Yields were higher among those with a prior advanced adenoma than among those with prior nonadvanced adenoma and did not increase significantly with age. These findings can help inform whether to continue surveillance colonoscopy in older adults.
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Affiliation(s)
- Jeffrey K. Lee
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Abhik Roy
- Kaiser Permanente San Leandro Medical Center, San Leandro, California
| | | | - Jennifer T. Chan
- Kaiser Permanente San Leandro Medical Center, San Leandro, California
| | - Wei K. Zhao
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Theodore R. Levin
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Jessica Chubak
- Kaiser Permanente Washington Health Research Institute, Seattle
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Ethan A. Halm
- Rutgers Biological Health Sciences, Rutgers University, New Brunswick, New Jersey
| | - Celette S. Skinner
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas
- Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas
- Peter O’Donnell Jr School of Public Health, University of Texas Southwestern Medical Center, Dallas
| | - Joanne E. Schottinger
- Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena
- Department of Quality and Systems of Care, Kaiser Permanente Southern California, Pasadena
| | - Nirupa R. Ghai
- Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena
- Department of Quality and Systems of Care, Kaiser Permanente Southern California, Pasadena
| | | | - Aruna Kamineni
- Kaiser Permanente Washington Health Research Institute, Seattle
| | - Natalia Udaltsova
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Douglas A. Corley
- Division of Research, Kaiser Permanente Northern California, Oakland
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Pocobelli G, Oliver M, Albertson-Junkans L, Gundersen G, Kamineni A. Validation of human immunodeficiency virus diagnosis codes among women enrollees of a U.S. health plan. BMC Health Serv Res 2024; 24:234. [PMID: 38389066 PMCID: PMC10885525 DOI: 10.1186/s12913-024-10685-x] [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: 10/03/2022] [Accepted: 02/05/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND Efficiently identifying patients with human immunodeficiency virus (HIV) using administrative health care data (e.g., claims) can facilitate research on their quality of care and health outcomes. No prior study has validated the use of only ICD-10-CM HIV diagnosis codes to identify patients with HIV. METHODS We validated HIV diagnosis codes among women enrolled in a large U.S. integrated health care system during 2010-2020. We examined HIV diagnosis code-based algorithms that varied by type, frequency, and timing of the codes in patients' claims data. We calculated the positive predictive values (PPVs) and 95% confidence intervals (CIs) of the algorithms using a medical record-confirmed diagnosis of HIV as the gold standard. RESULTS A total of 272 women with ≥ 1 HIV diagnosis code in the administrative claims data were identified and medical records were reviewed for all 272 women. The PPV of an algorithm classifying women as having HIV as of the first HIV diagnosis code during the observation period was 80.5% (95% CI: 75.4-84.8%), and it was 93.9% (95% CI: 90.0-96.3%) as of the second. Little additional increase in PPV was observed when a third code was required. The PPV of an algorithm based on ICD-10-CM-era codes was similar to one based on ICD-9-CM-era codes. CONCLUSION If the accuracy measure of greatest interest is PPV, our findings suggest that use of ≥ 2 HIV diagnosis codes to identify patients with HIV may perform well. However, health care coding practices may vary across settings, which may impact generalizability of our results.
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Affiliation(s)
- Gaia Pocobelli
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, 98101, Seattle, Washington, USA.
| | - Malia Oliver
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, 98101, Seattle, Washington, USA
| | - Ladia Albertson-Junkans
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, 98101, Seattle, Washington, USA
| | - Gabrielle Gundersen
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, 98101, Seattle, Washington, USA
| | - Aruna Kamineni
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, 98101, Seattle, Washington, USA
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Trentham-Dietz A, Corley DA, Del Vecchio NJ, Greenlee RT, Haas JS, Hubbard RA, Hughes AE, Kim JJ, Kobrin S, Li CI, Meza R, Neslund-Dudas CM, Tiro JA. Data gaps and opportunities for modeling cancer health equity. J Natl Cancer Inst Monogr 2023; 2023:246-254. [PMID: 37947335 PMCID: PMC11009506 DOI: 10.1093/jncimonographs/lgad025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 07/12/2023] [Accepted: 08/15/2023] [Indexed: 11/12/2023] Open
Abstract
Population models of cancer reflect the overall US population by drawing on numerous existing data resources for parameter inputs and calibration targets. Models require data inputs that are appropriately representative, collected in a harmonized manner, have minimal missing or inaccurate values, and reflect adequate sample sizes. Data resource priorities for population modeling to support cancer health equity include increasing the availability of data that 1) arise from uninsured and underinsured individuals and those traditionally not included in health-care delivery studies, 2) reflect relevant exposures for groups historically and intentionally excluded across the full cancer control continuum, 3) disaggregate categories (race, ethnicity, socioeconomic status, gender, sexual orientation, etc.) and their intersections that conceal important variation in health outcomes, 4) identify specific populations of interest in clinical databases whose health outcomes have been understudied, 5) enhance health records through expanded data elements and linkage with other data types (eg, patient surveys, provider and/or facility level information, neighborhood data), 6) decrease missing and misclassified data from historically underrecognized populations, and 7) capture potential measures or effects of systemic racism and corresponding intervenable targets for change.
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Affiliation(s)
- Amy Trentham-Dietz
- Department of Population Health Sciences and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Douglas A Corley
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Natalie J Del Vecchio
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | - Jennifer S Haas
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Rebecca A Hubbard
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Amy E Hughes
- Department of Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Jane J Kim
- Department of Health Policy and Management, Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Sarah Kobrin
- Healthcare Delivery Research Program, Division of Cancer Control & Population Sciences, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Christopher I Li
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Rafael Meza
- Department of Integrative Oncology, British Columbia (BC) Cancer Research Institute, Vancouver, BC, Canada
| | | | - Jasmin A Tiro
- Department of Public Health Sciences, University of Chicago Biological Sciences Division, and University of Chicago Medicine Comprehensive Cancer Center, Chicago, IL, USA
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10
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Spencer JC, Burger EA, Campos NG, Regan MC, Sy S, Kim JJ. Adapting a model of cervical carcinogenesis to self-identified Black women to evaluate racial disparities in the United States. J Natl Cancer Inst Monogr 2023; 2023:188-195. [PMID: 37947333 PMCID: PMC10637021 DOI: 10.1093/jncimonographs/lgad015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 05/31/2023] [Accepted: 06/11/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND Self-identified Black women in the United States have higher cervical cancer incidence and mortality than the general population, but these differences have not been clearly attributed across described cancer care inequities. METHODS A previously established microsimulation model of cervical cancer was adapted to reflect demographic, screening, and survival data for Black US women and compared with a model reflecting data for all US women. Each model input with stratified data (all-cause mortality, hysterectomy rates, screening frequency, screening modality, follow-up, and cancer survival) was sequentially replaced with Black-race specific data to arrive at a fully specified model reflecting Black women. At each step, we estimated the relative contribution of inputs to observed disparities. RESULTS Estimated (hysterectomy-adjusted) cervical cancer incidence was 8.6 per 100 000 in the all-race model vs 10.8 per 100 000 in the Black-race model (relative risk [RR] = 1.24, range = 1.23-1.27). Estimated all-race cervical cancer mortality was 2.9 per 100 000 vs 5.5 per 100 000 in the Black-race model (RR = 1.92, range = 1.85-2.00). We found the largest contributors of incidence disparities were follow-up from positive screening results (47.3% of the total disparity) and screening frequency (32.7%). For mortality disparities, the largest contributor was cancer survival differences (70.1%) followed by screening follow-up (12.7%). CONCLUSION To reduce disparities in cervical cancer incidence and mortality, it is important to understand and address differences in care access and quality across the continuum of care. Focusing on the practices and policies that drive differences in treatment and follow-up from cervical abnormalities may have the highest impact.
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Affiliation(s)
- Jennifer C Spencer
- Department of Population Health, Dell Medical School, University of Texas at Austin, Austin, TX, USA
- Department of Internal Medicine, Dell Medical School, University of Texas at Austin, Austin, TX, USA
| | - Emily A Burger
- Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Health Management and Health Economics, University of Oslo, Oslo, Norway
| | - Nicole G Campos
- Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Mary Caroline Regan
- Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Stephen Sy
- Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jane J Kim
- Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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11
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Alimena S, Lykken JM, Tiro JA, Chubak J, Kamineni A, Haas JS, Werner C, Kobrin SC, Feldman S. Timing of Colposcopy and Risk of Cervical Cancer. Obstet Gynecol 2023; 142:1125-1134. [PMID: 37607530 PMCID: PMC10637756 DOI: 10.1097/aog.0000000000005313] [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: 04/13/2023] [Accepted: 06/08/2023] [Indexed: 08/24/2023]
Abstract
OBJECTIVE To quantify the association between time to colposcopy and risk of subsequent cervical cancer. METHODS A longitudinal analysis of patients aged 21-79 years with an abnormal cervical cancer test result from health care systems in Texas, Massachusetts, and Washington was performed. The outcome was a cervical cancer diagnosis 12 months or more after the abnormal result. The primary analysis compared receipt of colposcopy within 3 months (91 days or less) with receipt of colposcopy at 3-12 months (92-365 days) and no colposcopy within 12 months of the abnormal test result; post hoc analyses compared colposcopy within 12 months (365 days or less) with no colposcopy within 12 months. Associations were assessed with multivariable Cox proportional hazards regression controlling for age, risk status, result severity, and health care system. RESULTS Of 17,541 patients, 53.3% of patients received colposcopy within 3 months, 22.2% received colposcopy in 3-12 months, and 24.6% had no colposcopy within 12 months. One hundred forty-seven patients were diagnosed with cervical cancer within 12 months and removed from subsequent analyses. Sixty-five patients (0.4%) were diagnosed with cervical cancer more than 1 year (366 days or more) after the abnormal Pap or human papillomavirus test result. The risk of cervical cancer detection more than 1 year after the abnormal test result was not different in patients who received colposcopy within 3-12 months (hazard ratio [HR] 1.07, 95% CI 0.54-2.12) and higher among patients with no colposcopy within 12 months (HR 2.34, 95% CI 1.33-4.14) compared with patients who had colposcopy within 3 months. Post hoc analyses showed that the risk of cervical cancer diagnosis was 2.29-fold higher among those without colposcopy within 12 months compared with those who received colposcopy within 12 months (95% CI 1.37-3.83); among patients with high-grade cytology results, the risk of cervical cancer detection among those without colposcopy within 12 months was 3.12-fold higher compared with those who received colposcopy within 12 months (95% CI 1.47-6.70). CONCLUSION There was no difference in cervical cancer risk at more than 1 year between patients who received colposcopy within 3 months compared with those who received colposcopy within 3-12 months of an abnormal result. Patients who did not receive colposcopy within 12 months of an abnormal result had a higher risk of subsequent cervical cancer compared with those who received a colposcopy within 12 months.
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Affiliation(s)
- Stephanie Alimena
- Division of Gynecologic Oncology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Jacquelyn M. Lykken
- Department of Population & Data Sciences, University of Texas Southwestern Medical Center, Dallas Texas
| | - Jasmin A. Tiro
- Department of Public Health Sciences, University of Chicago Biological Sciences Division, Chicago, Illinois
| | - Jessica Chubak
- Kaiser Permanente Washington Health Research Institute, Seattle, WA
| | - Aruna Kamineni
- Kaiser Permanente Washington Health Research Institute, Seattle, WA
| | - Jennifer S. Haas
- Division of General Internal Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Claudia Werner
- Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, Dallas, Texas
- Parkland Health and Hospital System, Dallas, Texas
| | - Sarah C. Kobrin
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD
| | - Sarah Feldman
- Division of Gynecologic Oncology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
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12
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Dalmat RR, Ziebell RA, Kamineni A, Phipps AI, Weiss NS, Breslau ES, Burnett-Hartman AN, Corley DA, Doria-Rose VP, Green BB, Halm EA, Levin TR, Schottinger JE, Chubak J. Risk of Colorectal Cancer and Colorectal Cancer Mortality Beginning One Year after a Negative Fecal Occult Blood Test, among Screen-Eligible 76- to 85-Year-Olds. Cancer Epidemiol Biomarkers Prev 2023; 32:1382-1390. [PMID: 37450838 PMCID: PMC10592334 DOI: 10.1158/1055-9965.epi-23-0265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 06/05/2023] [Accepted: 07/13/2023] [Indexed: 07/18/2023] Open
Abstract
BACKGROUND Colorectal cancer screening is universally recommended for adults ages 45 to 75 years. Noninvasive fecal occult blood tests are effective screening tests recommended by guidelines. However, empirical evidence to inform older adults' decisions about whether to continue screening is sparse, especially for individuals with prior screening. METHODS This study used a retrospective cohort of older adults at three Kaiser Permanente integrated healthcare systems (Northern California, Southern California, Washington) and Parkland Health. Beginning 1 year following a negative stool-based screening test, cumulative risks of colorectal cancer incidence, colorectal cancer mortality (accounting for deaths from other causes), and non-colorectal cancer mortality were estimated. RESULTS Cumulative incidence of colorectal cancer in screen-eligible adults ages 76 to 85 with a negative fecal occult blood test 1 year ago (N = 118,269) was 0.23% [95% confidence interval (CI), 0.20%-0.26%] after 2 years and 1.21% (95% CI, 1.13%-1.30%) after 8 years. Cumulative colorectal cancer mortality was 0.03% (95% CI, 0.02%-0.04%) after 2 years and 0.33% (95% CI, 0.28%-0.39%) after 8 years. Cumulative risk of death from non-colorectal cancer causes was 4.81% (95% CI, 4.68%-4.96%) after 2 years and 28.40% (95% CI, 27.95%-28.85%) after 8 years. CONCLUSIONS Among 76- to 85-year-olds with a recent negative stool-based test, cumulative colorectal cancer incidence and mortality estimates were low, especially within 2 years; death from other causes was over 100 times more likely than death from colorectal cancer. IMPACT These findings of low absolute colorectal cancer risk, and comparatively higher risk of death from other causes, can inform decision-making regarding whether and when to continue colorectal cancer screening beyond age 75 among screen-eligible adults.
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Affiliation(s)
- Ronit R. Dalmat
- Department of Epidemiology, University of Washington, Seattle, USA
| | - Rebecca A. Ziebell
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Aruna Kamineni
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Amanda I. Phipps
- Department of Epidemiology, University of Washington, Seattle, USA
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Noel S. Weiss
- Department of Epidemiology, University of Washington, Seattle, USA
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Erica S. Breslau
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD, USA
| | | | - Douglas A. Corley
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway Street, Oakland, CA, USA
- Department of Gastroenterology, Kaiser Permanente San Francisco Medical Center, San Francisco, CA, USA
| | - V. Paul Doria-Rose
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD, USA
| | - Beverly B. Green
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
- Kaiser Permanente Bernard J Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA
| | - Ethan A. Halm
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Theodore R. Levin
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway Street, Oakland, CA, USA
- Department of Gastroenterology, Kaiser Permanente Medical Center, Walnut Creek, CA USA
| | - Joanne E. Schottinger
- Kaiser Permanente Bernard J Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA
| | - Jessica Chubak
- Department of Epidemiology, University of Washington, Seattle, USA
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
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13
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Spencer JC, Kim JJ, Tiro JA, Feldman SJ, Kobrin SC, Skinner CS, Wang L, McCarthy AM, Atlas SJ, Pruitt SL, Silver MI, Haas JS. Racial and Ethnic Disparities in Cervical Cancer Screening From Three U.S. Healthcare Settings. Am J Prev Med 2023; 65:667-677. [PMID: 37146839 PMCID: PMC11135625 DOI: 10.1016/j.amepre.2023.04.016] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 04/28/2023] [Accepted: 04/28/2023] [Indexed: 05/07/2023]
Abstract
INTRODUCTION This study sought to characterize racial and ethnic disparities in cervical cancer screening and follow-up of abnormal findings across 3 U.S. healthcare settings. METHODS Data were from 2016 to 2019 and were analyzed in 2022, reflecting sites within the Multi-level Optimization of the Cervical Cancer Screening Process in Diverse Settings & Populations Research Center, part of the Population-based Research to Optimize the Screening Process consortium, including a safety-net system in the southwestern U.S., a northwestern mixed-model system, and a northeastern integrated healthcare system. Screening uptake was evaluated among average-risk patients (i.e., no previous abnormalities) by race and ethnicity as captured in the electronic health record, using chi-square tests. Among patients with abnormal findings requiring follow-up, the proportion receiving colposcopy or biopsy within 6 months was reported. Multivariable regression was conducted to assess how clinical, socioeconomic, and structural characteristics mediate observed differences. RESULTS Among 188,415 eligible patients, 62.8% received cervical cancer screening during the 3-year study period. Screening use was lower among non-Hispanic Black patients (53.2%) and higher among Hispanic (65.4%,) and Asian/Pacific Islander (66.5%) than among non-Hispanic White patients (63.5%, all p<0.001). Most differences were explained by the distribution of patients across sites and differences in insurance. Hispanic patients remained more likely to screen after controlling for a variety of clinical and sociodemographic factors (risk ratio=1.14, CI=1.12, 1.16). Among those receiving any screening test, Black and Hispanic patients were more likely to receive Pap-only testing (versus receiving co-testing). Follow-up from abnormal results was low for all groups (72.5%) but highest among Hispanic participants (78.8%, p<0.001). CONCLUSIONS In a large cohort receiving care across 3 diverse healthcare settings, cervical cancer screening and follow-up were below 80% coverage targets. Lower screening for Black patients was attenuated by controlling for insurance and site of care, underscoring the role of systemic inequity. In addition, it is crucial to improve follow-up after abnormalities are identified, which was low for all populations.
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Affiliation(s)
- Jennifer C Spencer
- Department of Population Health, Dell Medical School, The University of Texas at Austin, Austin, Texas; Department of Internal Medicine, Dell Medical School, The University of Texas at Austin, Austin, Texas.
| | - Jane J Kim
- Department of Health Policy and Management, Harvard TH Chan School of Public Health, Boston, Massachussetts
| | - Jasmin A Tiro
- Department Public Health Sciences, The University of Chicago, Chicago, Illinois; University of Chicago Medicine Comprehensive Cancer Center, The University of Chicago, Chicago, Ilinois
| | - Sarah J Feldman
- Division of Gynecologic Oncology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachussetts
| | - Sarah C Kobrin
- Healthcare Delivery Research Program, Division of Cancer Control & Population Sciences, National Cancer Institute, Bethesda, Maryland
| | - Celette Sugg Skinner
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, Texas; Harold C Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Lei Wang
- Department of Population & Data Sciences, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Anne Marie McCarthy
- Department of Biostatistics, Epidemiology & Informatics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Steve J Atlas
- Division of General Internal Medicine, Department of Medicine, Massachusetts General Hospital, Boston, Massachussetts
| | - Sandi L Pruitt
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, Texas; Harold C Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Michelle I Silver
- Department of Surgery, Washington University School of Medicine in St. Louis, St. Louis, Missouri
| | - Jennifer S Haas
- Division of General Internal Medicine, Department of Medicine, Massachusetts General Hospital, Boston, Massachussetts
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14
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McCarthy AM, Tiro JA, Hu E, Ehsan S, Chubak J, Kamineni A, Feldman S, Atlas SJ, Silver MI, Kobrin S, Haas JS. Factors associated with shorter-interval cervical cancer screening for young women in three United States healthcare systems. Prev Med Rep 2023; 35:102279. [PMID: 37361923 PMCID: PMC10285268 DOI: 10.1016/j.pmedr.2023.102279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 05/16/2023] [Accepted: 06/07/2023] [Indexed: 06/28/2023] Open
Abstract
Frequently changing cervical cancer screening guidelines over the past two decades have been inconsistently adopted in the United States. Current guidelines set the recommended screening interval to three years for average-risk women aged 21-29 years. Few studies have evaluated how patient and provider factors are associated with implementation of cervical cancer screening intervals among younger women. This study evaluated multilevel factors associated with screening interval length among 69,939 women aged 21-29 years with an initial negative Pap screen between 2010 and 2015 across three large health systems in the U.S. Shorter-interval screening was defined as a second screening Pap within 2.5 years of an initial negative Pap. Mixed-effects logistic regression was performed for each site to identify provider and patient characteristics associated with shorter-interval screening. The odds of shorter-interval screening decreased over the study period across all sites, though the proportion of patients screened within 2.5 years remained between 7.5% and 20.7% across sites in 2014-2015. Patient factors including insurance, race/ethnicity, and pregnancy were associated with shorter-interval screening, though the patterns differed across sites. At one site, the variation in shorter-interval screening explained by the provider was 10.6%, whereas at the other two sites, the provider accounted for < 2% of the variation in shorter-interval screening. Our results highlight the heterogeneity in factors driving cervical cancer screening interval across health systems and point to the need for tailored approaches targeted to both providers and patients to improve guideline-concordant screening.
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Affiliation(s)
- Anne Marie McCarthy
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Jasmin A. Tiro
- Department of Population & Data Sciences, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Ellen Hu
- Department of Population & Data Sciences, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Sarah Ehsan
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Jessica Chubak
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Aruna Kamineni
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Sarah Feldman
- Division of Gynecologic Oncology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Steven J. Atlas
- Division of General Internal Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Michelle I. Silver
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, Saint Louis, MO, USA
| | - Sarah Kobrin
- Healthcare Delivery Research Program, Division of Cancer Control and Population Science, National Cancer Institute, Bethesda, MD, USA
| | - Jennifer S. Haas
- Division of General Internal Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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15
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Steiner JS, Blum-Barnett E, Rolland B, Kraus CR, Wainwright JV, Bedoy R, Martinez YT, Alleman ER, Eibergen R, Pieper LE, Carroll NM, Hixon B, Sterrett A, Rendle KA, Saia C, Vachani A, Ritzwoller DP, Burnett-Hartman A. Application of team science best practices to the project management of a large, multi-site lung cancer screening research consortium. J Clin Transl Sci 2023; 7:e145. [PMID: 37456270 PMCID: PMC10346083 DOI: 10.1017/cts.2023.566] [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: 12/30/2022] [Revised: 04/25/2023] [Accepted: 05/22/2023] [Indexed: 07/18/2023] Open
Abstract
Research is increasingly conducted through multi-institutional consortia, and best practices for establishing multi-site research collaborations must be employed to ensure efficient, effective, and productive translational research teams. In this manuscript, we describe how the Population-based Research to Optimize the Screening Process Lung Research Center (PROSPR-Lung) utilized evidence-based Science of Team Science (SciTS) best practices to establish the consortium's infrastructure and processes to promote translational research in lung cancer screening. We provide specific, actionable examples of how we: (1) developed and reinforced a shared mission, vision, and goals; (2) maintained a transparent and representative leadership structure; (3) employed strong research support systems; (4) provided efficient and effective data management; (5) promoted interdisciplinary conversations; and (6) built a culture of trust. We offer guidance for managing a multi-site research center and data repository that may be applied to a variety of settings. Finally, we detail specific project management tools and processes used to drive collaboration, efficiency, and scientific productivity.
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Affiliation(s)
- Julie S. Steiner
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO, USA
| | - Erica Blum-Barnett
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO, USA
| | - Betsy Rolland
- Carbone Cancer Center and Institute for Clinical and Translational Research, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Courtney R. Kraus
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO, USA
| | | | - Ruth Bedoy
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO, USA
| | | | | | - Roxy Eibergen
- Marshfield Clinic Research Institute, Marshfield, WI, USA
| | - Lisa E. Pieper
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO, USA
| | - Nikki M. Carroll
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO, USA
| | - Brian Hixon
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO, USA
| | - Andrew Sterrett
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO, USA
| | - Katharine A. Rendle
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Chelsea Saia
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Anil Vachani
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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16
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Dalmat RR, Ziebell RA, Kamineni A, Phipps AI, Weiss NS, Breslau ES, Corley DA, Green BB, Halm EA, Levin TR, Schottinger JE, Chubak J. Risk of Colorectal Cancer and Colorectal Cancer Mortality Beginning Ten Years after a Negative Colonoscopy, among Screen-Eligible Adults 76 to 85 Years Old. Cancer Epidemiol Biomarkers Prev 2023; 32:37-45. [PMID: 36099431 PMCID: PMC9839620 DOI: 10.1158/1055-9965.epi-22-0581] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 08/18/2022] [Accepted: 09/06/2022] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Few empirical data are available to inform older adults' decisions about whether to screen or continue screening for colorectal cancer based on their prior history of screening, particularly among individuals with a prior negative exam. METHODS Using a retrospective cohort of older adults receiving healthcare at three Kaiser Permanente integrated healthcare systems in Northern California (KPNC), Southern California (KPSC), and Washington (KPWA), we estimated the cumulative risk of colorectal cancer incidence and mortality among older adults who had a negative colonoscopy 10 years earlier, accounting for death from other causes. RESULTS Screen-eligible adults ages 76 to 85 years who had a negative colonoscopy 10 years earlier were found to be at a low risk of colorectal cancer diagnosis, with a cumulative incidence of 0.39% [95% CI, 0.31%-0.48%) at 2 years that increased to 1.29% (95% CI, 1.02%-1.61%) at 8 years. Cumulative mortality from colorectal cancer was 0.04% (95% CI, 0.02%-0.08%) at 2 years and 0.46% (95% CI, 0.30%-0.70%) at 8 years. CONCLUSIONS These low estimates of cumulative colorectal cancer incidence and mortality occurred in the context of much higher risk of death from other causes. IMPACT Knowledge of these results could bear on older adults' decision to undergo or not undergo further colorectal cancer screening, including choice of modality, should they decide to continue screening. See related commentary by Lieberman, p. 6.
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Affiliation(s)
- Ronit R. Dalmat
- Department of Epidemiology, University of Washington, Seattle, USA
| | - Rebecca A. Ziebell
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Aruna Kamineni
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Amanda I. Phipps
- Department of Epidemiology, University of Washington, Seattle, USA.,Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Noel S. Weiss
- Department of Epidemiology, University of Washington, Seattle, USA.,Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Erica S. Breslau
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD, USA
| | - Douglas A. Corley
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway Street, Oakland, CA, USA.,Department of Gastroenterology, Kaiser Permanente San Francisco Medical Center, San Francisco, CA, USA
| | - Beverly B. Green
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Ethan A. Halm
- Department of Medicine, Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Theodore R. Levin
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway Street, Oakland, CA, USA.,Department of Gastroenterology, Kaiser Permanente San Francisco Medical Center, San Francisco, CA, USA
| | - Joanne E. Schottinger
- Kaiser Permanente Bernard J Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA
| | - Jessica Chubak
- Department of Epidemiology, University of Washington, Seattle, USA.,Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
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