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Aziz Z, Wagner S, Agyekum A, Pumpalova YS, Prest M, Lim F, Rustgi S, Kastrinos F, Grady WM, Hur C. Cost-Effectiveness of Liquid Biopsy for Colorectal Cancer Screening in Patients Who Are Unscreened. JAMA Netw Open 2023; 6:e2343392. [PMID: 37971743 PMCID: PMC10654798 DOI: 10.1001/jamanetworkopen.2023.43392] [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: 05/19/2023] [Accepted: 09/15/2023] [Indexed: 11/19/2023] Open
Abstract
Importance Despite recommendations for universal screening, adherence to colorectal cancer screening in the US is approximately 60%. Liquid biopsy tests are in development for cancer early detection, but it is unclear whether they are cost-effective for colorectal cancer screening. Objective To estimate the cost-effectiveness of liquid biopsy for colorectal cancer screening in the US. Design, Setting, and Participants In this economic evaluation, a Markov model was developed to compare no screening and 5 colorectal cancer screening strategies: colonoscopy, liquid biopsy, liquid biopsy following nonadherence to colonoscopy, stool DNA, and fecal immunochemical test. Adherence to first-line screening with colonoscopy, stool DNA, or fecal immunochemical test was assumed to be 60.6%, and adherence for liquid biopsy was assumed to be 100%. For colonoscopy, stool DNA, and fecal immunochemical test, patients who did not adhere to testing were not offered other screening. In colonoscopy-liquid biopsy hybrid, liquid biopsy was second-line screening for those who deferred colonoscopy. Scenario analyses were performed to include the possibility of polyp detection for liquid biopsy. Exposures No screening, colonoscopy, fecal immunochemical test, stool DNA, liquid biopsy, and colonoscopy-liquid biopsy hybrid screening. Main Outcomes and Measures Model outcomes included life expectancy, total cost, and incremental cost-effectiveness ratios. A strategy was considered cost-effective if it had an incremental cost-effectiveness ratio less than the US willingness-to-pay threshold of $100 000 per life-year gained. Results This study used a simulated cohort of patients aged 45 years with average risk of colorectal cancer. In the base case, colonoscopy was the preferred, or cost-effective, strategy with an incremental cost-effectiveness ratio of $28 071 per life-year gained. Colonoscopy-liquid biopsy hybrid had the greatest gain in life-years gained but had an incremental cost-effectiveness ratio of $377 538. Colonoscopy-liquid biopsy hybrid had a greater gain in life-years if liquid biopsy could detect polyps but remained too costly. Conclusions and Relevance In this economic evaluation of liquid biopsy for colorectal cancer screening, colonoscopy was a cost-effective strategy for colorectal cancer screening in the general population, and the inclusion of liquid biopsy as a first- or second-line screening strategy was not cost-effective at its current cost and screening performance. Liquid biopsy tests for colorectal cancer screening may become cost-effective if their cost is substantially lowered.
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Affiliation(s)
- Zainab Aziz
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - Sophie Wagner
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - Alice Agyekum
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - Yoanna S. Pumpalova
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - Matthew Prest
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - Francesca Lim
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - Sheila Rustgi
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - Fay Kastrinos
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | | | - Chin Hur
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
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DeYoreo M, Rutter CM, Ozik J, Collier N. Sequentially calibrating a Bayesian microsimulation model to incorporate new information and assumptions. BMC Med Inform Decis Mak 2022; 22:12. [PMID: 35022005 PMCID: PMC8756687 DOI: 10.1186/s12911-021-01726-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 12/17/2021] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Microsimulation models are mathematical models that simulate event histories for individual members of a population. They are useful for policy decisions because they simulate a large number of individuals from an idealized population, with features that change over time, and the resulting event histories can be summarized to describe key population-level outcomes. Model calibration is the process of incorporating evidence into the model. Calibrated models can be used to make predictions about population trends in disease outcomes and effectiveness of interventions, but calibration can be challenging and computationally expensive. METHODS This paper develops a technique for sequentially updating models to take full advantage of earlier calibration results, to ultimately speed up the calibration process. A Bayesian approach to calibration is used because it combines different sources of evidence and enables uncertainty quantification which is appealing for decision-making. We develop this method in order to re-calibrate a microsimulation model for the natural history of colorectal cancer to include new targets that better inform the time from initiation of preclinical cancer to presentation with clinical cancer (sojourn time), because model exploration and validation revealed that more information was needed on sojourn time, and that the predicted percentage of patients with cancers detected via colonoscopy screening was too low. RESULTS The sequential approach to calibration was more efficient than recalibrating the model from scratch. Incorporating new information on the percentage of patients with cancers detected upon screening changed the estimated sojourn time parameters significantly, increasing the estimated mean sojourn time for cancers in the colon and rectum, providing results with more validity. CONCLUSIONS A sequential approach to recalibration can be used to efficiently recalibrate a microsimulation model when new information becomes available that requires the original targets to be supplemented with additional targets.
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Affiliation(s)
- Maria DeYoreo
- RAND Corporation, 1776 Main St., Santa Monica, CA, 90401, USA.
| | | | - Jonathan Ozik
- Argonne National Laboratory, Building 221, 9700 South Cass Avenue, Argonne, IL, 60439, USA
| | - Nicholson Collier
- Argonne National Laboratory, Building 221, 9700 South Cass Avenue, Argonne, IL, 60439, USA
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Ebner DW, Eckmann JD, Burger KN, Mahoney DW, Bering J, Kahn A, Rodriguez EA, Prichard DO, Wallace MB, Kane SV, Finney Rutten LJ, Gurudu SR, Kisiel JB. Detection of Postcolonoscopy Colorectal Neoplasia by Multi-target Stool DNA. Clin Transl Gastroenterol 2021; 12:e00375. [PMID: 34140458 PMCID: PMC8216679 DOI: 10.14309/ctg.0000000000000375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 05/20/2021] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION Significant variability between colonoscopy operators contributes to postcolonoscopy colorectal cancers (CRCs). We aimed to estimate postcolonoscopy colorectal neoplasia (CRN) detection by multi-target stool DNA (mt-sDNA), which has not previously been studied for this purpose. METHODS In a retrospective cohort of patients with +mt-sDNA and completed follow-up colonoscopy, positive predictive value (PPV) for endpoints of any CRN, advanced adenoma, right-sided neoplasia, sessile serrated polyps (SSP), and CRC were stratified by the time since previous colonoscopy (0-9, 10, and ≥11 years). mt-sDNA PPV at ≤9 years from previous average-risk screening colonoscopy was used to estimate CRN missed at previous screening colonoscopy. RESULTS Among the 850 studied patients with +mt-sDNA after a previous negative screening colonoscopy, any CRN was found in 535 (PPV 63%). Among 107 average-risk patients having +mt-sDNA ≤9 years after last negative colonoscopy, any CRN was found in 67 (PPV 63%), advanced neoplasia in 16 (PPV 15%), right-sided CRN in 48 (PPV 46%), and SSP in 20 (PPV 19%). These rates were similar to those in 47 additional average risk persons with previous incomplete colonoscopy and in an additional 68 persons at increased CRC risk. One CRC (stage I) was found in an average risk patient who was mt-sDNA positive 6 years after negative screening colonoscopy. DISCUSSION The high PPV of mt-sDNA 0-9 years after a negative screening colonoscopy suggests that lesions were likely missed on previous examination or may have arisen de novo. mt-sDNA as an interval test after negative screening colonoscopy warrants further study.
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Affiliation(s)
- Derek W. Ebner
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Jason D. Eckmann
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Kelli N. Burger
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Douglas W. Mahoney
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Jamie Bering
- Division of Gastroenterology and Hepatology, Mayo Clinic, Scottsdale, Arizona, USA
| | - Allon Kahn
- Division of Gastroenterology and Hepatology, Mayo Clinic, Scottsdale, Arizona, USA
| | - Eduardo A. Rodriguez
- Division of Gastroenterology and Hepatology, Mayo Clinic, Scottsdale, Arizona, USA
| | - David O. Prichard
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
- Division of Gastroenterology and Hepatology, Mayo Clinic Health System, La Crosse, Wisconsin, USA
| | - Michael B. Wallace
- Division of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, Florida, USA
| | - Sunanda V. Kane
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Suryakanth R. Gurudu
- Division of Gastroenterology and Hepatology, Mayo Clinic, Scottsdale, Arizona, USA
| | - John B. Kisiel
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
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ACG Clinical Guidelines: Colorectal Cancer Screening 2021. Am J Gastroenterol 2021; 116:458-479. [PMID: 33657038 DOI: 10.14309/ajg.0000000000001122] [Citation(s) in RCA: 308] [Impact Index Per Article: 102.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Accepted: 12/02/2020] [Indexed: 12/11/2022]
Abstract
Colorectal cancer (CRC) is the third most common cancer in men and women in the United States. CRC screening efforts are directed toward removal of adenomas and sessile serrated lesions and detection of early-stage CRC. The purpose of this article is to update the 2009 American College of Gastroenterology CRC screening guidelines. The guideline is framed around several key questions. We conducted a comprehensive literature search to include studies through October 2020. The inclusion criteria were studies of any design with men and women age 40 years and older. Detailed recommendations for CRC screening in average-risk individuals and those with a family history of CRC are discussed. We also provide recommendations on the role of aspirin for chemoprevention, quality indicators for colonoscopy, approaches to organized CRC screening and improving adherence to CRC screening. CRC screening must be optimized to allow effective and sustained reduction of CRC incidence and mortality. This can be accomplished by achieving high rates of adherence, quality monitoring and improvement, following evidence-based guidelines, and removing barriers through the spectrum of care from noninvasive screening tests to screening and diagnostic colonoscopy. The development of cost-effective, highly accurate, noninvasive modalities associated with improved overall adherence to the screening process is also a desirable goal.
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Medina-Lara A, Grigore B, Lewis R, Peters J, Price S, Landa P, Robinson S, Neal R, Hamilton W, Spencer AE. Cancer diagnostic tools to aid decision-making in primary care: mixed-methods systematic reviews and cost-effectiveness analysis. Health Technol Assess 2020; 24:1-332. [PMID: 33252328 PMCID: PMC7768788 DOI: 10.3310/hta24660] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Tools based on diagnostic prediction models are available to help general practitioners diagnose cancer. It is unclear whether or not tools expedite diagnosis or affect patient quality of life and/or survival. OBJECTIVES The objectives were to evaluate the evidence on the validation, clinical effectiveness, cost-effectiveness, and availability and use of cancer diagnostic tools in primary care. METHODS Two systematic reviews were conducted to examine the clinical effectiveness (review 1) and the development, validation and accuracy (review 2) of diagnostic prediction models for aiding general practitioners in cancer diagnosis. Bibliographic searches were conducted on MEDLINE, MEDLINE In-Process, EMBASE, Cochrane Library and Web of Science) in May 2017, with updated searches conducted in November 2018. A decision-analytic model explored the tools' clinical effectiveness and cost-effectiveness in colorectal cancer. The model compared patient outcomes and costs between strategies that included the use of the tools and those that did not, using the NHS perspective. We surveyed 4600 general practitioners in randomly selected UK practices to determine the proportions of general practices and general practitioners with access to, and using, cancer decision support tools. Association between access to these tools and practice-level cancer diagnostic indicators was explored. RESULTS Systematic review 1 - five studies, of different design and quality, reporting on three diagnostic tools, were included. We found no evidence that using the tools was associated with better outcomes. Systematic review 2 - 43 studies were included, reporting on prediction models, in various stages of development, for 14 cancer sites (including multiple cancers). Most studies relate to QCancer® (ClinRisk Ltd, Leeds, UK) and risk assessment tools. DECISION MODEL In the absence of studies reporting their clinical outcomes, QCancer and risk assessment tools were evaluated against faecal immunochemical testing. A linked data approach was used, which translates diagnostic accuracy into time to diagnosis and treatment, and stage at diagnosis. Given the current lack of evidence, the model showed that the cost-effectiveness of diagnostic tools in colorectal cancer relies on demonstrating patient survival benefits. Sensitivity of faecal immunochemical testing and specificity of QCancer and risk assessment tools in a low-risk population were the key uncertain parameters. SURVEY Practitioner- and practice-level response rates were 10.3% (476/4600) and 23.3% (227/975), respectively. Cancer decision support tools were available in 83 out of 227 practices (36.6%, 95% confidence interval 30.3% to 43.1%), and were likely to be used in 38 out of 227 practices (16.7%, 95% confidence interval 12.1% to 22.2%). The mean 2-week-wait referral rate did not differ between practices that do and practices that do not have access to QCancer or risk assessment tools (mean difference of 1.8 referrals per 100,000 referrals, 95% confidence interval -6.7 to 10.3 referrals per 100,000 referrals). LIMITATIONS There is little good-quality evidence on the clinical effectiveness and cost-effectiveness of diagnostic tools. Many diagnostic prediction models are limited by a lack of external validation. There are limited data on current UK practice and clinical outcomes of diagnostic strategies, and there is no evidence on the quality-of-life outcomes of diagnostic results. The survey was limited by low response rates. CONCLUSION The evidence base on the tools is limited. Research on how general practitioners interact with the tools may help to identify barriers to implementation and uptake, and the potential for clinical effectiveness. FUTURE WORK Continued model validation is recommended, especially for risk assessment tools. Assessment of the tools' impact on time to diagnosis and treatment, stage at diagnosis, and health outcomes is also recommended, as is further work to understand how tools are used in general practitioner consultations. STUDY REGISTRATION This study is registered as PROSPERO CRD42017068373 and CRD42017068375. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology programme and will be published in full in Health Technology Assessment; Vol. 24, No. 66. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Antonieta Medina-Lara
- Health Economics Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Bogdan Grigore
- Exeter Test Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Ruth Lewis
- North Wales Centre for Primary Care Research, Bangor University, Bangor, UK
| | - Jaime Peters
- Exeter Test Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Sarah Price
- Primary Care Diagnostics, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Paolo Landa
- Health Economics Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Sophie Robinson
- Peninsula Technology Assessment Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Richard Neal
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - William Hamilton
- Primary Care Diagnostics, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Anne E Spencer
- Health Economics Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
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AGA White Paper: Roadmap for the Future of Colorectal Cancer Screening in the United States. Clin Gastroenterol Hepatol 2020; 18:2667-2678.e2. [PMID: 32634626 DOI: 10.1016/j.cgh.2020.06.053] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 05/26/2020] [Accepted: 06/15/2020] [Indexed: 02/07/2023]
Abstract
The American Gastroenterological Association's Center for Gastrointestinal Innovation and Technology convened a consensus conference in December 2018, entitled, "Colorectal Cancer Screening and Surveillance: Role of Emerging Technology and Innovation to Improve Outcomes." The goal of the conference, which attracted more than 60 experts in screening and related disciplines, including the authors, was to envision a future in which colorectal cancer (CRC) screening and surveillance are optimized, and to identify barriers to achieving that future. This White Paper originates from that meeting and delineates the priorities and steps needed to improve CRC outcomes, with the goal of minimizing CRC morbidity and mortality. A one-size-fits-all approach to CRC screening has not and is unlikely to result in increased screening uptake or desired outcomes owing to barriers stemming from behavioral, cultural, and socioeconomic causes, especially when combined with inefficiencies in deployment of screening technologies. Overcoming these barriers will require the following: efficient utilization of multiple screening modalities to achieve increased uptake; continued development of noninvasive screening tests, with iterative reassessments of how best to integrate new technologies; and improved personal risk assessment to better risk-stratify patients for appropriate screening testing paradigms.
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7
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DeYoreo M, Lansdorp-Vogelaar I, Knudsen AB, Kuntz KM, Zauber AG, Rutter CM. Validation of Colorectal Cancer Models on Long-term Outcomes from a Randomized Controlled Trial. Med Decis Making 2020; 40:1034-1040. [PMID: 33078673 PMCID: PMC7665984 DOI: 10.1177/0272989x20961095] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Microsimulation models are often used to predict long-term outcomes and guide policy decisions regarding cancer screening. The United Kingdom Flexible Sigmoidoscopy Screening (UKFSS) Trial examines a one-time intervention of flexible sigmoidoscopy that was implemented before a colorectal cancer (CRC) screening program was established. Long-term study outcomes, now a full 17 y following randomization, have been published. We use the outcomes from this trial to validate 3 microsimulation models for CRC to long-term study outcomes. We find that 2 of 3 models accurately predict the relative effect of screening (the hazard ratios) on CRC-specific incidence 17 y after screening. We find that all 3 models yield predictions of the relative effect of screening on CRC incidence and mortality (i.e., the hazard ratios) that are reasonably close to the UKFSS results. Two of the 3 models accurately predict the relative reduction in CRC incidence 17 y after screening. One model accurately predicted the absolute incidence and mortality rates in the screened group. The models differ in their estimates related to adenoma detection at screening. Although high-quality screening results help to inform models, trials are expensive, last many years, and can be complicated by ethical issues and technological changes across the duration of the trial. Thus, well-calibrated and validated models are necessary to predict outcomes for which data are not available. The results from this validation demonstrate the utility of models in predicting long-term outcomes and in collaborative modeling to account for uncertainty.
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Affiliation(s)
| | | | - Amy B Knudsen
- Institute for Technology Assessment and Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA
| | - Karen M Kuntz
- Department of Health Policy and Management, University of Minnesota, School of Public Health, Minneapolis, MN, USA
| | - Ann G Zauber
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, NY, USA
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Gupta S, Lieberman D, Anderson JC, Burke CA, Dominitz JA, Kaltenbach T, Robertson DJ, Shaukat A, Syngal S, Rex DK. Recommendations for Follow-Up After Colonoscopy and Polypectomy: A Consensus Update by the US Multi-Society Task Force on Colorectal Cancer. Gastrointest Endosc 2020; 91:463-485.e5. [PMID: 32044106 PMCID: PMC7389642 DOI: 10.1016/j.gie.2020.01.014] [Citation(s) in RCA: 160] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Samir Gupta
- Veterans Affairs San Diego Healthcare System, San Diego, California; University of California-San Diego, Division of Gastroenterology La Jolla, California; Moores Cancer Center, La Jolla, California.
| | - David Lieberman
- Division of Gastroenterology, Department of Medicine, Oregon Health and Science University, Portland, Oregon
| | - Joseph C Anderson
- Veterans Affairs Medical Center, White River Junction, Vermont; The Geisel School of Medicine at Dartmouth, Hanover, New Hampshire; University of Connecticut Health Center, Farmington, Connecticut
| | - Carol A Burke
- Department of Gastroenterology and Hepatology, Cleveland Clinic, Cleveland, Ohio
| | - Jason A Dominitz
- Veterans Affairs Puget Sound Health Care System, Seattle, Washington; University of Washington School of Medicine, Seattle, Washington
| | - Tonya Kaltenbach
- San Francisco Veterans Affairs Medical Center, San Francisco, California; University of California San Francisco, San Francisco, California
| | - Douglas J Robertson
- Veterans Affairs Medical Center, White River Junction, Vermont; The Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Aasma Shaukat
- Minneapolis Veterans Affairs Medical Center, Minneapolis, Minnesota; University of Minnesota, Minneapolis, Minnesota
| | - Sapna Syngal
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Douglas K Rex
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
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9
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Gupta S, Lieberman D, Anderson JC, Burke CA, Dominitz JA, Kaltenbach T, Robertson DJ, Shaukat A, Syngal S, Rex DK. Recommendations for Follow-Up After Colonoscopy and Polypectomy: A Consensus Update by the US Multi-Society Task Force on Colorectal Cancer. Am J Gastroenterol 2020; 115:415-434. [PMID: 32039982 PMCID: PMC7393611 DOI: 10.14309/ajg.0000000000000544] [Citation(s) in RCA: 95] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Samir Gupta
- Veterans Affairs San Diego Healthcare System, San Diego, California
- University of California-San Diego, Division of Gastroenterology La Jolla, California
- Moores Cancer Center, La Jolla, California
| | - David Lieberman
- Division of Gastroenterology, Department of Medicine, Oregon Health and Science University, Portland, Oregon
| | - Joseph C. Anderson
- Veterans Affairs Medical Center, White River Junction, Vermont
- The Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- University of Connecticut Health Center, Farmington, Connecticut
| | - Carol A. Burke
- Department of Gastroenterology and Hepatology, Cleveland Clinic, Cleveland, Ohio
| | - Jason A. Dominitz
- Veterans Affairs Puget Sound Health Care System, Seattle, Washington
- University of Washington School of Medicine, Seattle, Washington
| | - Tonya Kaltenbach
- San Francisco Veterans Affairs Medical Center, San Francisco, California
- University of California San Francisco, San Francisco, California
| | - Douglas J. Robertson
- Veterans Affairs Medical Center, White River Junction, Vermont
- The Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Aasma Shaukat
- Minneapolis Veterans Affairs Medical Center, Minneapolis, Minnesota
- University of Minnesota, Minneapolis, Minnesota
| | - Sapna Syngal
- Division of Gastroenterology, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
- Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Douglas K. Rex
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
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Gupta S, Lieberman D, Anderson JC, Burke CA, Dominitz JA, Kaltenbach T, Robertson DJ, Shaukat A, Syngal S, Rex DK. Recommendations for Follow-Up After Colonoscopy and Polypectomy: A Consensus Update by the US Multi-Society Task Force on Colorectal Cancer. Gastroenterology 2020; 158:1131-1153.e5. [PMID: 32044092 PMCID: PMC7672705 DOI: 10.1053/j.gastro.2019.10.026] [Citation(s) in RCA: 209] [Impact Index Per Article: 52.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Samir Gupta
- Veterans Affairs San Diego Healthcare System, San Diego, California; University of California-San Diego, Division of Gastroenterology La Jolla, California; Moores Cancer Center, La Jolla, California.
| | - David Lieberman
- Division of Gastroenterology, Department of Medicine, Oregon Health and Science University, Portland, Oregon
| | - Joseph C Anderson
- Veterans Affairs Medical Center, White River Junction, Vermont; The Geisel School of Medicine at Dartmouth, Hanover, New Hampshire; University of Connecticut Health Center, Farmington, Connecticut
| | - Carol A Burke
- Department of Gastroenterology and Hepatology, Cleveland Clinic, Cleveland, Ohio
| | - Jason A Dominitz
- Veterans Affairs Puget Sound Health Care System, Seattle, Washington; University of Washington School of Medicine, Seattle, Washington
| | - Tonya Kaltenbach
- San Francisco Veterans Affairs Medical Center, San Francisco, California; University of California San Francisco, San Francisco, California
| | - Douglas J Robertson
- Veterans Affairs Medical Center, White River Junction, Vermont; The Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Aasma Shaukat
- Minneapolis Veterans Affairs Medical Center, Minneapolis, Minnesota; University of Minnesota, Minneapolis, Minnesota
| | - Sapna Syngal
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Douglas K Rex
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
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D’Andrea E, Ahnen DJ, Sussman DA, Najafzadeh M. Quantifying the impact of adherence to screening strategies on colorectal cancer incidence and mortality. Cancer Med 2020; 9:824-836. [PMID: 31777197 PMCID: PMC6970061 DOI: 10.1002/cam4.2735] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 10/22/2019] [Accepted: 11/08/2019] [Indexed: 12/13/2022] Open
Abstract
Current recommendations of The US Preventive Services Task Force (USPSTF) on colorectal cancer (CRC) screening strategies are based on models that assume 100% adherence. Since adherence can have a large effect on screening outcomes, we aimed to compare the effectiveness of CRC screening strategies under reported adherence rates at the population level. We developed and validated a microsimulation model to assess the effectiveness of colonoscopy (COL), flexible sigmoidoscopy (FS), high-sensitivity guaiac fecal occult blood-test (HS-gFOBT), fecal immunochemical test (FIT), multitarget stool DNA test (FIT-DNA), computed tomography colonography (CTC), and methylated SEPT9 DNA test (SEPT9) in terms of CRC incidence and mortality, incremental life years gained (LYG), number of colonoscopies, and adverse events for men and women 50 years or older over their lifetime. We assessed outcomes under 100% adherence rates and reported adherence rates. We also performed sensitivity analyses to evaluate the impact of varying adherence levels on CRC outcomes. Assuming 100% adherence, FIT-DNA, FIT, HS-gFOBT, and SEPT9 averted 42-45 CRC cases and 25-26 CRC deaths, COL 46 cases and 26 deaths, CTC 39 cases and 23 deaths, FS 32 cases and 19 deaths per 1000 individuals. Assuming reported adherence, SEPT9 averted 37 CRC cases and 23 CRC deaths, COL 34 cases and 20 deaths, FIT-DNA, FIT, CTC and HS-gFOBT 16-25 cases and 10-16 deaths per 1000 individuals. LYG reflected the effectiveness of each strategy in reducing CRC cases and deaths. Adverse events were more common for COL (3.7 per 1000 screened) and annual SEPT9 (3.4 per 1000 screened), and proportional to the number of colonoscopies. Among the screening strategies recommended by USPSTF, colonoscopy results in the largest benefit when we account for adherence. Adherence rates higher than 65%-70% would be required for any stool or blood-based screening modality to match the benefits of colonoscopy.
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Affiliation(s)
- Elvira D’Andrea
- Division of Pharmacoepidemiology and PharmacoeconomicsDepartment of MedicineBrigham and Women’s HospitalHarvard Medical SchoolBostonMassachusetts
| | - Dennis J. Ahnen
- School of Medicine and Gastroenterology of the RockiesUniversity of ColoradoDenverColorado
| | - Daniel A. Sussman
- Division of GastroenterologyDepartment of MedicineUniversity of Miami Miller School of MedicineMiamiFlorida
| | - Mehdi Najafzadeh
- Division of Pharmacoepidemiology and PharmacoeconomicsDepartment of MedicineBrigham and Women’s HospitalHarvard Medical SchoolBostonMassachusetts
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12
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The role of neurotensin as a novel biomarker in the endoscopic screening of high-risk population for developing colorectal neoplasia. Updates Surg 2017; 69:397-402. [PMID: 28560510 PMCID: PMC5591352 DOI: 10.1007/s13304-017-0464-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Accepted: 05/04/2017] [Indexed: 01/13/2023]
Abstract
Colorectal cancer screening programs aim at early detection of cancer to reduce incidence rates and mortality. The objective of this study is to identify the role of neurotensin in the endoscopic screening of high-risk population for developing colorectal neoplasia. Blood samples from patients referred for urgent colonoscopy to investigate symptoms suspicious of colorectal cancer were collected. Blood neurotensin levels were measured using enzyme-linked immunosorbent assay. Colonoscopy findings were used as reference for determining the diagnostic accuracy of blood neurotensin. The study comprised 26 patients in total: 12 healthy and 14 with colon pathology (13 high-grade dysplasia adenomatous polyps, 1 adenocarcinoma). There were no statistically significant differences in the clinical and biochemical parameters between colon pathology and healthy group except neurotensin levels. Pathology in colon was associated with 3.7-fold increase in NT levels. In multivariate analysis, patients with pathology in colon have increased serum neurotensin levels compared to controls adjusted for age, gender, BMI and co-morbidities. The value of 12.93 pg/ml is associated with 87.5% sensitivity and 91.7% specificity for discriminating the colon pathology from normal colonic epithelium (p = 0.001). Neurotensin plasma values differentiate healthy people from patients suffering from colonic pathologies such as adenomatous polyps and cancer. The use of neurotensin as a potential endoscopic screening tool for identifying high-risk population for developing colorectal cancer is promising, but much has to be done before it is validated in larger scale prospective studies.
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13
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Choi Y, Sateia HF, Peairs KS, Stewart RW. Screening for colorectal cancer. Semin Oncol 2017; 44:34-44. [PMID: 28395761 DOI: 10.1053/j.seminoncol.2017.02.002] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Accepted: 02/06/2017] [Indexed: 12/15/2022]
Abstract
This review will comprise a general overview of colorectal cancer (CRC) screening. We will cover the impact of CRC, CRC risk factors, screening modalities, and guideline recommendations for screening in average-risk and high-risk individuals. Based on this data, we will summarize our approach to CRC screening.
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Affiliation(s)
- Youngjee Choi
- Johns Hopkins School of Medicine, Department of Medicine, Division of General Internal Medicine, Baltimore, MD.
| | - Heather F Sateia
- Johns Hopkins School of Medicine, Department of Medicine, Division of General Internal Medicine, Baltimore, MD
| | - Kimberly S Peairs
- Johns Hopkins School of Medicine, Department of Medicine, Division of General Internal Medicine, Baltimore, MD; Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD
| | - Rosalyn W Stewart
- Johns Hopkins School of Medicine, Department of Medicine, Division of General Internal Medicine, Baltimore, MD
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14
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15
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Schiffman JD, Fisher PG, Gibbs P. Early detection of cancer: past, present, and future. Am Soc Clin Oncol Educ Book 2016:57-65. [PMID: 25993143 DOI: 10.14694/edbook_am.2015.35.57] [Citation(s) in RCA: 121] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Screening in both healthy and high-risk populations offers the opportunity to detect cancer early and with an increased opportunity for treatment and curative intent. Currently, a defined role for screening exists in some cancer types, but each screening test has limitations, and improved screening methods are urgently needed. Unfortunately, many cancers still lack effective screening recommendations, or in some cases, the benefits from screening are marginal when weighed against the potential for harm. Here we review the current status of cancer screening: we examine the role of traditional tumor biomarkers, describe recommended imaging for early tumor surveillance, and explore the potential of promising novel cancer markers such as circulating tumor cells (CTC) and circulating tumor DNA. Consistent challenges for all of these screening tests include limited sensitivity and specificity. The risk for overdiagnosis remains a particular concern in screening, whereby lesions of no clinical consequence may be detected and thus create difficult management decisions for the clinician and patient. If treatment is pursued following overdiagnosis, patients may be exposed to morbidity from a treatment that may not provide any true benefit. The cost-effectiveness of screening tests also needs to be an ongoing focus. The improvement of genomic and surveillance technologies, which leads to more precise imaging and the ability to characterize blood-based tumor markers of greater specificity, offers opportunities for major progress in cancer screening.
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Affiliation(s)
- Joshua D Schiffman
- From the Department of Pediatrics and Huntsman Cancer Institute, University of Utah, Salt Lake City, UT; Stanford Cancer Center, Stanford University, Palo Alto, CA; Walter and Eliza Hall Institute, Ludwig Cancer Research, Royal Melbourne and Western Hospital, Melbourne, Australia
| | - Paul G Fisher
- From the Department of Pediatrics and Huntsman Cancer Institute, University of Utah, Salt Lake City, UT; Stanford Cancer Center, Stanford University, Palo Alto, CA; Walter and Eliza Hall Institute, Ludwig Cancer Research, Royal Melbourne and Western Hospital, Melbourne, Australia
| | - Peter Gibbs
- From the Department of Pediatrics and Huntsman Cancer Institute, University of Utah, Salt Lake City, UT; Stanford Cancer Center, Stanford University, Palo Alto, CA; Walter and Eliza Hall Institute, Ludwig Cancer Research, Royal Melbourne and Western Hospital, Melbourne, Australia
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16
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Marcus PM, Freedman AN, Khoury MJ. Targeted Cancer Screening in Average-Risk Individuals. Am J Prev Med 2015; 49:765-771. [PMID: 26165196 PMCID: PMC4615467 DOI: 10.1016/j.amepre.2015.04.030] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2015] [Revised: 04/13/2015] [Accepted: 04/29/2015] [Indexed: 11/30/2022]
Abstract
Targeted cancer screening refers to use of disease risk information to identify those most likely to benefit from screening. Researchers have begun to explore the possibility of refining screening regimens for average-risk individuals using genetic and non-genetic risk factors and previous screening experience. Average-risk individuals are those not known to be at substantially elevated risk, including those without known inherited predisposition, without comorbidities known to increase cancer risk, and without previous diagnosis of cancer or pre-cancer. In this paper, we describe the goals of targeted cancer screening in average-risk individuals, present factors on which cancer screening has been targeted, discuss inclusion of targeting in screening guidelines issued by major U.S. professional organizations, and present evidence to support or question such inclusion. Screening guidelines for average-risk individuals currently target age; smoking (lung cancer only); and, in some instances, race; family history of cancer; and previous negative screening history (cervical cancer only). No guidelines include common genomic polymorphisms. RCTs suggest that targeting certain ages and smoking histories reduces disease-specific cancer mortality, although some guidelines extend ages and smoking histories based on statistical modeling. Guidelines that are based on modestly elevated disease risk typically have either no or little evidence of an ability to affect a mortality benefit. In time, targeted cancer screening is likely to include genetic factors and past screening experience as well as non-genetic factors other than age, smoking, and race, but it is of utmost importance that clinical implementation be evidence-based.
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Affiliation(s)
- Pamela M Marcus
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland.
| | - Andrew N Freedman
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland
| | - Muin J Khoury
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland
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17
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Cevik M, Ergun MA, Stout NK, Trentham-Dietz A, Craven M, Alagoz O. Using Active Learning for Speeding up Calibration in Simulation Models. Med Decis Making 2015; 36:581-93. [PMID: 26471190 DOI: 10.1177/0272989x15611359] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Accepted: 07/17/2015] [Indexed: 01/08/2023]
Abstract
BACKGROUND Most cancer simulation models include unobservable parameters that determine disease onset and tumor growth. These parameters play an important role in matching key outcomes such as cancer incidence and mortality, and their values are typically estimated via a lengthy calibration procedure, which involves evaluating a large number of combinations of parameter values via simulation. The objective of this study is to demonstrate how machine learning approaches can be used to accelerate the calibration process by reducing the number of parameter combinations that are actually evaluated. METHODS Active learning is a popular machine learning method that enables a learning algorithm such as artificial neural networks to interactively choose which parameter combinations to evaluate. We developed an active learning algorithm to expedite the calibration process. Our algorithm determines the parameter combinations that are more likely to produce desired outputs and therefore reduces the number of simulation runs performed during calibration. We demonstrate our method using the previously developed University of Wisconsin breast cancer simulation model (UWBCS). RESULTS In a recent study, calibration of the UWBCS required the evaluation of 378 000 input parameter combinations to build a race-specific model, and only 69 of these combinations produced results that closely matched observed data. By using the active learning algorithm in conjunction with standard calibration methods, we identify all 69 parameter combinations by evaluating only 5620 of the 378 000 combinations. CONCLUSION Machine learning methods hold potential in guiding model developers in the selection of more promising parameter combinations and hence speeding up the calibration process. Applying our machine learning algorithm to one model shows that evaluating only 1.49% of all parameter combinations would be sufficient for the calibration.
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Affiliation(s)
- Mucahit Cevik
- Department of Industrial and Systems Engineering, University of Wisconsin, Madison, WI, USA (MC, MAE, OA)
| | - Mehmet Ali Ergun
- Department of Industrial and Systems Engineering, University of Wisconsin, Madison, WI, USA (MC, MAE, OA)
| | - Natasha K Stout
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA (NKS)
| | - Amy Trentham-Dietz
- Department of Population Health Sciences and Carbone Cancer Center, University of Wisconsin, Madison, WI, USA (AT-D, OA)
| | - Mark Craven
- Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison, WI, USA (MC)
| | - Oguzhan Alagoz
- Department of Industrial and Systems Engineering, University of Wisconsin, Madison, WI, USA (MC, MAE, OA),Department of Population Health Sciences and Carbone Cancer Center, University of Wisconsin, Madison, WI, USA (AT-D, OA)
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18
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Pandharipande PV, Heberle C, Dowling EC, Kong CY, Tramontano A, Perzan KE, Brugge W, Hur C. Targeted screening of individuals at high risk for pancreatic cancer: results of a simulation model. Radiology 2015; 275:177-87. [PMID: 25393849 PMCID: PMC4372492 DOI: 10.1148/radiol.14141282] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
PURPOSE To identify when, from the standpoint of relative risk, magnetic resonance (MR) imaging-based screening may be effective in patients with a known or suspected genetic predisposition to pancreatic cancer. MATERIALS AND METHODS The authors developed a Markov model of pancreatic ductal adenocarcinoma (PDAC). The model was calibrated to National Cancer Institute Surveillance, Epidemiology, and End Results registry data and informed by the literature. A hypothetical screening strategy was evaluated in which all population individuals underwent one-time MR imaging screening at age 50 years. Screening outcomes for individuals with an average risk for PDAC ("base case") were compared with those for individuals at an increased risk to assess for differential benefits in populations with a known or suspected genetic predisposition. Effects of varying key inputs, including MR imaging performance, surgical mortality, and screening age, were evaluated with a sensitivity analysis. RESULTS In the base case, screening resulted in a small number of cancer deaths averted (39 of 100 000 men, 38 of 100 000 women) and a net decrease in life expectancy (-3 days for men, -4 days for women), which was driven by unnecessary pancreatic surgeries associated with false-positive results. Life expectancy gains were achieved if an individual's risk for PDAC exceeded 2.4 (men) or 2.7 (women) times that of the general population. When relative risk increased further, for example to 30 times that of the general population, averted cancer deaths and life expectancy gains increased substantially (1219 of 100 000 men, life expectancy gain: 65 days; 1204 of 100 000 women, life expectancy gain: 71 days). In addition, results were sensitive to MR imaging specificity and the surgical mortality rate. CONCLUSION Although PDAC screening with MR imaging for the entire population is not effective, individuals with even modestly increased risk may benefit.
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Affiliation(s)
- Pari V. Pandharipande
- From the Massachusetts General Hospital Institute for Technology
Assessment (P.V.P., C.H., E.C.D., C.Y.K., A.T., K.E.P., C.H.), Department of
Radiology (P.V.P., C.H., E.C.D., C.Y.K., A.T.), and Department of General Medicine,
Gastrointestinal Unit (K.E.P., W.B., C.H.), Massachusetts General Hospital, 101
Merrimac St, 10th Floor, Boston, MA 02114; and Harvard Medical School, Boston,
Mass
| | - Curtis Heberle
- From the Massachusetts General Hospital Institute for Technology
Assessment (P.V.P., C.H., E.C.D., C.Y.K., A.T., K.E.P., C.H.), Department of
Radiology (P.V.P., C.H., E.C.D., C.Y.K., A.T.), and Department of General Medicine,
Gastrointestinal Unit (K.E.P., W.B., C.H.), Massachusetts General Hospital, 101
Merrimac St, 10th Floor, Boston, MA 02114; and Harvard Medical School, Boston,
Mass
| | - Emily C. Dowling
- From the Massachusetts General Hospital Institute for Technology
Assessment (P.V.P., C.H., E.C.D., C.Y.K., A.T., K.E.P., C.H.), Department of
Radiology (P.V.P., C.H., E.C.D., C.Y.K., A.T.), and Department of General Medicine,
Gastrointestinal Unit (K.E.P., W.B., C.H.), Massachusetts General Hospital, 101
Merrimac St, 10th Floor, Boston, MA 02114; and Harvard Medical School, Boston,
Mass
| | - Chung Yin Kong
- From the Massachusetts General Hospital Institute for Technology
Assessment (P.V.P., C.H., E.C.D., C.Y.K., A.T., K.E.P., C.H.), Department of
Radiology (P.V.P., C.H., E.C.D., C.Y.K., A.T.), and Department of General Medicine,
Gastrointestinal Unit (K.E.P., W.B., C.H.), Massachusetts General Hospital, 101
Merrimac St, 10th Floor, Boston, MA 02114; and Harvard Medical School, Boston,
Mass
| | - Angela Tramontano
- From the Massachusetts General Hospital Institute for Technology
Assessment (P.V.P., C.H., E.C.D., C.Y.K., A.T., K.E.P., C.H.), Department of
Radiology (P.V.P., C.H., E.C.D., C.Y.K., A.T.), and Department of General Medicine,
Gastrointestinal Unit (K.E.P., W.B., C.H.), Massachusetts General Hospital, 101
Merrimac St, 10th Floor, Boston, MA 02114; and Harvard Medical School, Boston,
Mass
| | - Katherine E. Perzan
- From the Massachusetts General Hospital Institute for Technology
Assessment (P.V.P., C.H., E.C.D., C.Y.K., A.T., K.E.P., C.H.), Department of
Radiology (P.V.P., C.H., E.C.D., C.Y.K., A.T.), and Department of General Medicine,
Gastrointestinal Unit (K.E.P., W.B., C.H.), Massachusetts General Hospital, 101
Merrimac St, 10th Floor, Boston, MA 02114; and Harvard Medical School, Boston,
Mass
| | - William Brugge
- From the Massachusetts General Hospital Institute for Technology
Assessment (P.V.P., C.H., E.C.D., C.Y.K., A.T., K.E.P., C.H.), Department of
Radiology (P.V.P., C.H., E.C.D., C.Y.K., A.T.), and Department of General Medicine,
Gastrointestinal Unit (K.E.P., W.B., C.H.), Massachusetts General Hospital, 101
Merrimac St, 10th Floor, Boston, MA 02114; and Harvard Medical School, Boston,
Mass
| | - Chin Hur
- From the Massachusetts General Hospital Institute for Technology
Assessment (P.V.P., C.H., E.C.D., C.Y.K., A.T., K.E.P., C.H.), Department of
Radiology (P.V.P., C.H., E.C.D., C.Y.K., A.T.), and Department of General Medicine,
Gastrointestinal Unit (K.E.P., W.B., C.H.), Massachusetts General Hospital, 101
Merrimac St, 10th Floor, Boston, MA 02114; and Harvard Medical School, Boston,
Mass
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19
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Singh KE, Taylor TH, Pan CJG, Stamos MJ, Zell JA. Colorectal Cancer Incidence Among Young Adults in California. J Adolesc Young Adult Oncol 2014; 3:176-184. [PMID: 25538862 DOI: 10.1089/jayao.2014.0006] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Purpose: Colorectal cancer (CRC) incidence has decreased over the past three decades, due largely to screening efforts. Relatively little is known about CRC incidence among the young adult (YA) population ages 20-39, as screening typically commences at age 50 for average-risk individuals. We examined CRC incidence with a focus on YAs in order to identify high-risk subgroups. Methods: We analyzed 231,544 incident CRC cases from 1988-2009 (including 5617 YAs 20-39 years of age) from the California Cancer Registry. We assessed age-specific incidence rates by race/ethnicity, gender, and colorectal tumor location, and calculated the biannual percent change (BAPC) to monitor change in incidence over the 22-year study period. Results: The absolute incidence of CRC per 100,000 was low among YAs 20-29 and 30-39 years old (ranging from 0.7 per 100,000 among Hispanic and African American females aged 20-29 up to 5.0 per 100,000 among Asian/Pacific Islander males aged 30-39). However, we observed increasing CRC incidence rates over time among both males and females in the YA population, particularly for distal colon cancer in Hispanic females aged 20-29 (BAPC=+15.9%; p<0.042). Conclusion: The absolute incidence of CRC remains far lower for YAs than among adults aged 50 and over. However, CRC incidence is increasing among young adults, in contrast to the decreasing rates observed for adults in the screened population (aged 50 and above). More research is needed to better characterize YAs at increased risk for CRC.
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Affiliation(s)
- Kathryn E Singh
- Division of Genetic and Genomic Medicine, Department of Pediatrics, University of California , Irvine, Irvine, California
| | - Thomas H Taylor
- Department of Epidemiology, University of California , Irvine, Irvine, California. ; Chao Family Comprehensive Cancer Center, University of California , Irvine, Irvine, California. ; Genetic Epidemiology Research Institute, University of California , Irvine, Irvine, California
| | - Chuan-Ju G Pan
- Chao Family Comprehensive Cancer Center, University of California , Irvine, Irvine, California. ; Division of Hematology/Oncology, Department of Medicine, University of California , Irvine, Irvine, California
| | - Michael J Stamos
- Division of Colon and Rectal Surgery, Department of Surgery, University of California , Irvine, Irvine, California
| | - Jason A Zell
- Department of Epidemiology, University of California , Irvine, Irvine, California. ; Chao Family Comprehensive Cancer Center, University of California , Irvine, Irvine, California. ; Genetic Epidemiology Research Institute, University of California , Irvine, Irvine, California. ; Division of Hematology/Oncology, Department of Medicine, University of California , Irvine, Irvine, California
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Brenner H, Altenhofen L, Stock C, Hoffmeister M. Incidence of colorectal adenomas: birth cohort analysis among 4.3 million participants of screening colonoscopy. Cancer Epidemiol Biomarkers Prev 2014; 23:1920-7. [PMID: 25012996 DOI: 10.1158/1055-9965.epi-14-0367] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Most colorectal cancers develop from adenomas. We aimed to estimate sex- and age-specific incidence rates of colorectal adenomas and to assess their potential implications for colorectal cancer screening strategies. METHODS Sex- and age-specific incidence rates of colorectal adenomas were derived by a birth cohort analysis using data from 4,322,085 screening colonoscopies conducted in Germany and recorded in a national database in 2003-2012. In addition, cumulative risks of colorectal cancer among colonoscopically neoplasm-free men and women were estimated by combining adenoma incidence rates with previously derived adenoma-colorectal cancer transition rates. RESULTS Estimated annual incidence in percentage (95% confidence interval) in age groups 55-59, 60-64, 65-69, 70-74, and 75-79 was 2.4 (2.2-2.6), 2.3 (2.1-2.6), 2.4 (2.1-2.6), 2.2 (1.8-2.5), and 1.8 (1.2-2.3) among men, and 1.4 (1.3-1.5), 1.5 (1.4-1.7), 1.6 (1.4-1.8), 1.6 (1.3-1.8), and 1.2 (0.8-1.6) among women. Estimated 10- and 15-year risks of clinically manifest colorectal cancer were 0.1% and 0.5% or lower, respectively, in all groups assessed. CONCLUSIONS Annual incidence rates of colorectal adenomas are below 2.5% and 2% among men and women, respectively, and show little variation by age. IMPACT Risk of clinically manifest colorectal cancer is expected to be very small within 10 years and beyond after negative colonoscopy for men and women at all ages. The use of rescreening after a negative screening colonoscopy above 60 years of age may be very limited.
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Affiliation(s)
- Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany. German Cancer Consortium, Heidelberg, Germany.
| | - Lutz Altenhofen
- Central Research Institute of Ambulatory Health Care in Germany, Berlin, Germany
| | - Christian Stock
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany. Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
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The combined use of serum neurotensin and IL-8 as screening markers for colorectal cancer. Tumour Biol 2014; 35:5993-6002. [PMID: 24627130 DOI: 10.1007/s13277-014-1794-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2014] [Accepted: 02/25/2014] [Indexed: 12/24/2022] Open
Abstract
This pilot study aimed to determine the feasibility of serum neurotensin/IL-8 values being used as a screening tool for colorectal cancer. Fifty-six patients and 15 healthy controls were assigned to seven groups according to their disease entity based on theater records and histology report. Blood samples for neurotensin and IL-8 were measured using an enzyme-linked immunosorbent assay. There were no differences in the clinical and biochemical parameters of patients and controls. Group (p=0.003) and age (p=0.059, marginally significant) were independent predictors of neurotensin plasma values. Neurotensin (p=0.004) and IL-8 (p=0.029) differed between healthy and colorectal cancer patients. Neurotensin values differentiate the control group from all remaining groups. The value of plasma neurotensin ≤ 54.47 pg/ml at enrollment selected by receiver operating characteristic (ROC) curves demonstrated a sensitivity of 77 %, specificity of 90 %, and an estimate of area under ROC curve (accuracy) of 85 % in predicting colorectal cancer. At enrollment, the value of plasma IL-8 ≥ 8.83 pg/ml had a sensitivity of 85 %, specificity 80 %, and an estimate of area under ROC curve (accuracy) of 81 % in predicting colorectal cancer. IL-8 should be used complementary to neurotensin due to its lower specificity. None of the colorectal cancer patients displayed a combination of high neurotensin and low IL-8 values (beyond cutoffs). It seems that a blood neurotensin/IL-8 system may be used as a screening tool for colorectal cancer, but much has to be done before it is validated in larger-scale prospective studies.
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22
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Kahi CJ, Anderson JC, Rex DK. Screening and surveillance for colorectal cancer: state of the art. Gastrointest Endosc 2013; 77:335-50. [PMID: 23410695 DOI: 10.1016/j.gie.2013.01.002] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2012] [Accepted: 01/01/2013] [Indexed: 12/11/2022]
Affiliation(s)
- Charles J Kahi
- Department of Medicine, Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN, USA
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