Screening for Colorectal Cancer in Asymptomatic Average-Risk Adults: A Guidance Statement From the American College of Physicians (Version 2)FREE
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Abstract
Description:
Methods:
Guidance Statement 1:
Guidance Statement 2:
Guidance Statement 3:
Guidance Statement 4a:
Guidance Statement 4b:
Guidance Statement 4c:
Scope, Population, and Intended Audience
Methods
Search Results
Clinical Guidelines Quality Ratings
Age to Start Screening for CRC
Age to Stop Screening for CRC
Screening Tests for CRC
Stool Tests
gFOBT
Diagnostic Accuracy for CRC.
Effectiveness.
Harms.
FIT
Diagnostic Accuracy for CRC.
Effectiveness.
Harms.
sDNA Tests
Diagnostic Accuracy for CRC.
Effectiveness.
Harms.
Direct Visualization Tests
Colonoscopy
Diagnostic Accuracy for CRC.
Effectiveness.
Harms.
CTC
Diagnostic Accuracy for CRC.
Effectiveness.
Harms.
FS
Diagnostic Accuracy for CRC.
Effectiveness.
Harms.
Other Screening Tests for CRC
Comparison of Different Screening Strategies
Costs of Screening Tests
Multiple Chronic Conditions
Differences by Race and Ethnicity
Differences by Biological Sex
Evidence Gaps and Research Needs
Emerging Evidence
ACP Guidance Statements
Age to Start Screening for CRC in Asymptomatic Average-Risk Adults
Guidance Statement 1: Clinicians should start screening for colorectal cancer in asymptomatic average-risk adults at age 50 years
Guidance Statement 2: Clinicians should consider not screening asymptomatic average-risk adults between the ages of 45 to 49 years. Clinicians should discuss the uncertainty around benefits and harms of screening in this population
Age to Stop Screening for CRC in Average-Risk Adults
Guidance Statement 3: Clinicians should stop screening for colorectal cancer in asymptomatic average-risk adults older than 75 years or in asymptomatic average-risk adults with a life expectancy of 10 years or less
Selecting a Screening Test and Frequency for CRC
Guidance Statement 4c. Clinicians should not use stool DNA, computed tomography colonography, capsule endoscopy, urine, or serum screening tests for colorectal cancer
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Screening for Colorectal Cancer in Asymptomatic Average-Risk Adults: A Guidance Statement From the American College of Physicians (Version 2). Ann Intern Med.2023;176:1092-1100. [Epub 1 August 2023]. doi:10.7326/M23-0779
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Once again, the lowly PCP gets conflicting recommendations from the experts
These latest recommendations from the ACP conflict with those of the USPSTF and the ACS. These experts obviously have no idea about the demands and stresses on practicing primary care internists, who struggle to address multiple clinical issues, both acute and preventative, in a typical 15-20 minute PCP visit and who roll their eyes whenever an expert advises "shared decision making" in discussing a matter like CRC screening. Being risk adverse and always concerned about malpractice lawsuits, most of us will opt for the most conservation recommendation, i.e., starting CRC screening at age 45. Why can't these experts and professional societies for once make our lives a little easier and issue harmonious recommendations?
US Multi-Society Task Force Response to ACP CRC Screening Guidance
We are disappointed that the American College of Physicians (ACP) guides clinicians to consider not screening asymptomatic average-risk adults between the ages of 45 to 49 years for colorectal cancer (CRC). This contrasts with recommendations from multiple respected organizations, including the US-MSTF(1), the USPSTF, the ACG and the ACS. We are concerned that this statement may undermine efforts to increase CRC screening in the face of significant increases in the incidence of CRC in those under age 50, and emerging data showing the benefit of screening in this population. Accordingly, we ask your readers to consider the following. While epidemiologic trends in this age group are described as a “small increase in CRC incidence,” this does not capture the actual magnitude of the public health burden of CRC in 45-49-year-olds. A recent study of CRC incidence rates from 2000-2015 demonstrated a 46% increase in CRC incidence between ages 49 and 50,(2) suggesting the presence of a large undetected pre-clinical CRC burden. In 2023, 12% of colon cancers and 16% of rectal cancers are estimated to occur at ages <50 years, 43% of which were diagnosed between ages 45-49 years.(3) CRC will be the leading cause of cancer-related death among 20 to 49-year-olds by 2030. Recent data demonstrates that initiating screening at age 45 results in a reduction in cumulative CRC incidence by age 60, compared to screening at age 50.(4) While we share the ACP’s concern for potential healthcare disparities, wherever colonoscopy access may be limited, alternative screening tests (e.g., FIT) can promote access. Withholding screening in 45-49-year-olds is a grave missed opportunity to decrease burden of disease in those under age 50 and confer protective benefit as birth cohorts age. While discounting the benefits of CRC screening, the ACP is simultaneously omitting the fact that the harms of screening colonoscopy are significantly lower for younger compared to older individuals.(5) The ACP ultimately recommends “discussing the uncertainty around benefits and harms of screening,” however, given the contradictory guidance the ACP provides compared to other organizations, we fear this recommendation will place undue burden on physicians who are already overtaxed and most patients will reasonably ask, “what do you recommend, doctor?”. We hope the guidance by practicing physicians (within and outside of ACP) will be clear: individuals age 45 to 49 years should get screened for colorectal cancer and should use the screening test they are most likely to complete.
References
1. Patel SG, May FP, Anderson JC, Burke CA, Dominitz JA, Gross SA, et al. Updates on Age to Start and Stop Colorectal Cancer Screening: Recommendations From the U.S. Multi-Society Task Force on Colorectal Cancer. Gastroenterology. 2022;162(1):285-99.
2. Abualkhair WH, Zhou M, Ahnen D, Yu Q, Wu XC, Karlitz JJ. Trends in Incidence of Early-Onset Colorectal Cancer in the United States Among Those Approaching Screening Age. JAMA Netw Open. 2020;3(1):e1920407.
3. Siegel RL, Wagle NS, Cercek A, Smith RA, Jemal A. Colorectal cancer statistics, 2023. CA Cancer J Clin. 2023;73(3):233-54.
4. Ma W, Wang M, Wang K, Cao Y, Hertzmark E, Ogino S, et al. Age at Initiation of Lower Gastrointestinal Endoscopy and Colorectal Cancer Risk Among US Women. JAMA Oncol. 2022;8(7):986-93.
5. Ladabaum U, Mannalithara A, Desai M, Sehgal M, Singh G. Age-Specific Rates and Time-Courses of Gastrointestinal and Nongastrointestinal Complications Associated With Screening/Surveillance Colonoscopy. Am J Gastroenterol. 2021;116(12):2430-45.
Disclosures:
SGP: Olympus America FPM: Freenome Inc, Bayer Pharmaceuticals, Exact Sciences, Geneoscopy JCA: none CAB: Ferring Pharmaceuticals Inc., Novo Nordisk Inc., Shionogi Inc., Freenome, Inc., SLA pharmaceuticals, Janssen Pharmaceuticals, Cancer Prevention Pharmaceuticals, Emtora Biosciences, Ferring Inc. JAD: Premera Blue Cross (spouse) SAG: Olympus America, Microtech, Cook, Medtronic BCJ: Motus, GI (advisory board) AS: Freenome Inc., Iterative Scopes Inc. DJR: Freenome Inc.,
Additional considerations pertaining to the United States Preventive Services Taskforce modeling
The recent guideline from the American College of Physicians (ACP) on colorectal cancer (CRC) screening [1] understandably highlights limitations in the United States Preventive Services Taskforce (USPSTF) modeling study [2]. However, there is another limitation worth serious consideration – The USPSTF modeling study assumes “the observed increase in colorectal cancer incidence among 20- to 44-year-olds in recent years is a cohort effect, and that the increase in risk will be carried forward as individuals age," and the authors incorporate this assumption quantitatively [2, p.v]. They acknowledge the uncertainty in this choice, but it is important to emphasize that uncertainty and to understand the impact this assumption has. Specifically, they estimate baseline CRC risk to be 7.7% to 8.5% over the course of an unscreened 40-year-old’s life (with life expectancy of 40.2 years). However, one sees a substantially lower estimate – namely 4.7% – based on current data from the Surveillance, Epidemiology, and End Results Program (SEER) along with an adaptation of methods described by Welch and Passow (also demonstrable algebraically), population-level data on screening uptake, and the impact of screening on incidence, even if one assumes everyone screened does so with colonoscopy, and estimating an approximate 50% relative reduction in CRC incidence based on the USPSTF systematic review [3]. An absolute difference of 3% may seem to have debatable meaningfulness. However, it is certainly noteworthy considering we are already talking about modest differences across the board in terms of screening efficacy, and it is certainly noteworthy considering the magnitude of differences forwarded by the USPSTF modeling study for people 40 years of age over a lifetime of screening: For example, they estimate 28 vs. 26 CRC deaths averted per 1,000 screened with colonoscopy vs. FIT starting at age 45. This suggests an absolute risk difference (ARD) of –0.2% for colonoscopy vs. FIT. Comparably, they estimate 1 fewer death per 1,000 who start screening at age 45 vs. 50 (ARD –0.1%). In addition to limitations already noted [1], the aforementioned assumptions about incidence generate serious pause about the veracity of these differences. Modeling studies may sometimes be the best evidence available, but one might do well to heed the USPSTF modeling authors’ comments: “models only approximate reality”, “are no substitute for empirical evidence”, and their intent “was not to estimate effectiveness of regimens in real-world settings” [2, p.42]. Unfortunately, their modeling also leaves one with considerable reservation about their results.
References
1. Qaseem A, Harrod CS, Crandall CJ, et al.; Clinical Guidelines Committee of the American College of Physicians. Screening for Colorectal Cancer in Asymptomatic Average-Risk Adults: A Guidance Statement From the American College of Physicians (Version 2). Ann Intern Med. 2023 Aug 1. doi: 10.7326/M23-0779. Epub ahead of print.
2. Knudsen AB, Rutter CM, Peterse EFP, et al. Colorectal Cancer Screening: An Updated Decision Analysis for the U.S. Preventive Services Task Force [Internet]. Rockville (MD): Agency for Healthcare Research and Quality (US); 2021 May. (Technical Report, No. 202s.) Available from: https://www.ncbi.nlm.nih.gov/books/NBK570833/.
3. Mayer M. Making use of SEER estimates in the context of cancer screening. figshare; 2023. https://doi.org/10.6084/m9.figshare.23961231.
Annual versus Biennial FOBT/FIT
We read the recent ACP guidance on colorectal cancer (CRC) screening with interest. It is unclear why the guidance recommended biennial fecal occult blood/fecal immunochemical testing (FOBT/FIT) given that we have strong evidence from a randomized clinical trial done in the US that high-sensitivity FOBT performed annually reduces CRC mortality by 33% at 18 years of follow-up, and the benefit is sustained through 30 years of follow up, while the biennial arm had reductions of 18% in CRC mortality.(1,2) The two other trials conducted in Europe used only biennial fecal occult blood testing and reported a reduction in CRC mortality of 18% and 13% (3, 4). There is also real world evidence of reduction of 25% and 52% in CRC incidence and mortality respectively with annual FIT-based CRC screening program in the US. (5) Given that the guidance is meant for US healthcare systems and US population and the current standard is annual FOBT/FIT, the guidance not only creates confusion, but ignores direct, high-quality evidence derived from target populations. Furthermore, FOBT/FIT once every calendar year is a current National Committee for Quality Assurance’s HEDIS measures used to define high value care and determine reimbursement. This quality measure allows up to a 23 month gap between tests. If the ACP guideline were implemented, gaps of up to 35 months would be possible, which are definitely outside of that supported by evidence.
References:
1. Mandel JS, Church TR, Ederer F, Bond JH. Colorectal cancer mortality: effectiveness of biennial screening for fecal occult blood. J Natl Cancer Inst. 1999;91(5):434-7
2. Shaukat A, Mongin SJ, Geisser MS, Lederle FA, Bond JH, Mandel JS, et al. Long-term mortality after screening for colorectal cancer. N Engl J Med. 2013;369:1106-14.
3. Kronborg O, Fenger C, Olsen J, Jørgensen OD, Søndergaard O. Randomised study of screening for colorectal cancer with faecal-occult-blood test. Lancet. 1996;348(9040):1467-71.
4. Scholefield JH, Moss SM, Mangham CM, Whynes DK, Hardcastle JD. Nottingham trial of faecal occult blood testing for colorectal cancer: a 20-year follow-up. Gut. 2012;6:1036-40.
5.Levin TR, Corley DA, Jensen CD, Schottinger JE, Quinn VP, Zauber AG et al. Effects of Organized Colorectal Cancer Screening on Cancer Incidence and Mortality in a Large Community-Based Population. Gastroenterology. 2018;155:1383-1391.
Clinical Guidelines Misused as Prior Authorization Guidelines for Denial
Screening for Colorectal Cancer in Asymptomatic Average Risk Patients reviewed five published guidelines.1 Of note not one of the seven experts who were rating for the ACP accepted other organizations’ guidelines without modifications. One of the rationales offered to support the recommendation to not screen those under age 50 is the potential for exacerbating health care disparities. The concern is genuine, but the solution proposed is problematic. It exacerbates the health care disparity of early onset CRC having greater life span morbidity and mortality from late diagnosis. Other subjective and objective limitations of the guidelines are made clear in the accompanying editorial.2 The ACP guidelines are published with an accompanying notice that they may not apply to all patients or individual clinical situations, and that they should not be used as a replacement for a clinician’s judgment. These ACP guidelines will be subject to interpretation and modification by knowledgeable clinicians and specialty consultants. While publishing new and updated clinical guidelines can enhance clinician knowledge and patient care, they are often misappropriated by the insurance industry and used as criteria to deny services appropriate for individual patients. One of the current challenges for clinicians is the labor intensive and uncompensated expense of the insurance industry demand that they complete a proprietary prior authorization process for quality assurance and cost containment. The prior authorization industry utilizes artificial intelligence (AI) computer algorithms, clerical insurance claims adjusters, and prior authorization reviewers to deny services that do not strictly comply with guidelines. The ACP guidelines statement should clarify that these are population based general recommendations and are not designed for and are inappropriate to use for the denial of clinician submitted prior authorization review for individual unique patients. In addition, with the exponential growth of medical knowledge and advances, clinical guidelines often become outdated well before their published expiration date. The misapplication of clinical guidelines may result in delays of the adoption of new medical knowledge, and result in great harm to patient care and further advances in the field. The primary dictum in the Hippocratic oath of medicine: Primum non nocere (First do no harm), should also apply to clinical guidelines.
References
1 Qaseem A, Harrod C, Crandall C, et al. Screening for Colorectal Cancer in Asymptomatic Average-Risk Adults: A Guidance Statement from the American College of Physicians (Version 2). Ann Intern Med. 2023; 176:1092-1100 doi:10.7326/M23-0779 2Bretthauer M, Yang YX. New American College of Physicians Guidance on Colorectal cancer Screening: Less is More. Ann Intern Med. 2023; 176:1127-1128. Doi:10.7326/M23-1695
Disclosures:
No conflict of interest to disclose
CT colonography is a validated screening option
We were disappointed to read the American College of Physicians (ACP) colorectal cancer screening guidance statement, particularly in regards to the exclusion of CT colonography (CTC) (1). As a multidisciplinary group of academic physicians at the University of Wisconsin, we know the power of choice to improve screening adherence, having incorporated CTC as a part of a robust colorectal cancer screening program. The decision not to recommend CT colonography is in stark contrast to the USPSTF and ACS guidelines. Despite utilizing the same USPSTF systematic reviews, the ACP panel surprisingly arrived at the opposite decision in key areas. As with the short-sighted statement not to screen younger patients (age 45-49), the decision not to recommend CTC is presumably related to the lack of large randomized clinical trials demonstrating effectiveness. Although this appears to suggest that the ACP statements require a more stringent level of evidence, it represents the opposite. Given the tremendous advances in our understanding of colorectal cancer (including underlying genetics, pathobiology, and longitudinal development from benign precursors), ignoring numerous published studies that create a cohesive story on effective screening interventions simply because of a perceived absent trial design hides behind a veneer of an evidence-based decision. In reality, previous randomized trials already demonstrate the preventive nature of polyp detection, and do not need to be unnecessarily repeated. Obviously, USPSTF and ACS have disagreed with the ACP guidance statements based on the peer-reviewed published literature, despite the apparent ‘lack of RCTs demonstrating effectiveness’. CTC is a valuable screening option with favorable risk profile. In addition to simply detecting early cancers like FIT/FOBT and stool DNA, it can detect the precursor adenomas and sessile serrated lesions whereas stool-based testing falls short in this regard to prevent cancers entirely. At the University of Wisconsin, we have published the impact of CTC inclusion, which has resulted in an increase of screening rates by all modalities (2). Given the state of CRC screening adherence in the US today, the ACP guidance recommendations are disappointing as they advocate for a list of screening options which fall woefully short of the target screening goal of 80% set by the National Colorectal Cancer Roundtable (3). In agreement with the USPSTF and ACS, we believe that a menu of options between stool tests, CTC, and colonoscopy, starting at 45 years, is the best way forward to help impact the incidence of this truly preventable cancer.
References:
1. Qaseem A, Harrod CS, Crandall CJ, Wilt TJ, Clinical Guidelines Committee of the American College of P. Screening for Colorectal Cancer in Asymptomatic Average-Risk Adults: A Guidance Statement From the American College of Physicians (Version 2). Ann Intern Med. 2023.
2. Smith MA, Weiss JM, Potvien A, et al. Insurance Coverage for CT Colonography Screening: Impact on Overall Colorectal Cancer Screening Rates. Radiology. 2017;284(3):717-24.
3. National Colorectal Cancer Roundtable. Achieving 80% colorectal cancer screening rates in every community. https://nccrt.org/80-in-every-community;Accessed 11/17/2022.
Disclosures:
DHK: None NKL: Research support from Exact Sciences JMW: Research support from Exact Sciences PJP: Advisor to Bracco, GE HealthCare, and Nanox-AI
New ACP Guidelines may reduce screening benefit by one-fifth
The new American College of Physicians (ACP) Guidelines for Colorectal Cancer Screening[1] differ in important ways from guidelines by the U.S. Preventive Services Task Force and American Cancer Society. Although we appreciate the ambition of the ACP to optimize the balance between the harms and benefits of screening, we disagree with two of their recommendations: 1) biennial rather than annual fecal-immunochemical testing (FIT), and 2) not screening average-risk adults between the ages of 45 to 49 years. Those changes are consequential – if followed, they are projected to curtail approximately one fifth of the benefits afforded by screening. In recommending biennial FIT, the ACP cites no difference in effectiveness coupled with greater patient burden and harms, despite studies consistently showing that annual FIT is more effective than biennial FIT.[2] Moreover, annual FIT is a cost-saving strategy, reducing both cancer mortality and costs. With respect to initiating screening at age 45 rather than 50, the ACP concludes, similar to other guidelines, that earlier screening would increase life-years but increase both the number of colonoscopies and harms due to complications. The ACP guidelines postulate that the benefit of earlier screening would not outweigh the harms. The method used by the ACP to reach these conclusions is unspecified. The National Cancer Institute-funded Cancer Intervention and Surveillance Modeling Network (CISNET) uses modeling to compare the benefits and harms of screening under clearly defined assumptions, with multiple models to address uncertainty. We do not expect models to perfectly predict the future, but projections quantify the balance of benefits and harms of screening using the best currently available evidence. Across the models, shifting from annual FIT from 45 to 75 to biennial FIT from 50 to 75 would reduce colonoscopies by 35%-37%, but also increase cancer deaths by 16%-18% and reduce life-years gained by 18%-21%.[3,4] Finally, we disagree with the ACP regarding guidelines that anticipate non-adherence. While non-adherence reduces the population-level impact of screening, proposing guidelines based on non-adherence would result in recommendations for more – not less – intensive screening.[5] Compared to other guidelines, the ACP guidelines place greater weight on harms and costs and less on the benefit derived from annual vs biennial FIT screening, and modeling studies that illustrate the effectiveness of earlier screening, without being transparent about the method used to compare benefits and harms. The discrepancy between APC and other guidelines will cause confusion, and if followed may increase unnecessary CRC deaths.
References
1. Qaseem, A., Harrod, C. S., Crandall, C. J. & Wilt, T. J. Screening for Colorectal Cancer in Asymptomatic Average-Risk Adults: A Guidance Statement From the American College of Physicians (Version 2). Ann. Intern. Med. (2023) doi:10.7326/M23-0779.
2. Pokharel, R., Lin, Y.-S., McFerran, E. & O’Mahony, J. F. A Systematic Review of Cost-Effectiveness Analyses of Colorectal Cancer Screening in Europe: Have Studies Included Optimal Screening Intensities? Appl. Health Econ. Health Policy. 21, 701–717 (2023).
3. Knudsen, A. B. et al. Colorectal Cancer Screening: An Updated Modeling Study for the US Preventive Services Task Force. JAMA 325, 1998 (2021).
4. CISNET Publication Support and Modeling Resources, Colorectal Cancer Screening. JAMA 2021 : Colorectal Cancer Screening: An Updated Modeling Study for the US Preventive Services Task Force https://resources.cisnet.cancer.gov/projects/#crcr/uspstf2021/explorer.
5. Pedersen, K., Kristiansen, I. S., Sy, S., Kim, J. J. & Burger, E. A. Designing Guidelines for Those Who Do Not Follow Them: The Impact of Adherence Assumptions on Optimal Screening Guidelines. Value Health 26, 1217–1224 (2023).
Epidemiologic Evidence Supporting Colorectal Cancer Screening at 45
We read with interest the new American College of Physicians (ACP) suggestion that average-risk colorectal cancer (CRC) screening begin at age 50 instead of 45, in distinction from USPSTF recommendations(1). Numerous lines of Surveillance, Epidemiology, and End Results (SEER) based epidemiologic evidence support starting screening at 45. Key evidence includes relatively high absolute CRC incidence rates (IRs) of those in their 40’s (2). In addition, rising IRs and increasing burdens of advanced stage CRC support earlier screening(3,4). As research team members and authors of several early-onset CRC epidemiology studies, we wanted to provide our input and review a select group of our supporting analyses. In terms of absolute IRs, SEER registries may underestimate CRC case burdens in those under 50 compared with older than 50 because average-risk screening has historically not been performed to detect preclinical CRC.2 Shedding light on this, an analysis of SEER 18 CRC IRs in one-year age increments demonstrated a steep 46.1% increase (34.9/100,000 to 51.0/100,000) in IRs from age 49 to 50 suggesting that those in their mid to late 40’s have a considerable preclinical CRC burden which is not uncovered until screening is initiated at age 50.2 92.9% of lesions identified at 50 are invasive, potentially requiring interventions including surgery, chemotherapy and radiation, arguing against length-time bias. CRC IRs are also rising. Our group’s analysis in Annals of Internal Medicine, cited as one of the supporting lines of evidence in the USPSTF guidelines for screening at 45, demonstrated a 13% increase in colonic adenocarcinoma and 16% increase in rectal adenocarcinomas in recent years in those ages 40-49 (3,5). Finally, there has been an increasing burden of advanced stage CRC in younger patients.4 Since 2000, there has been a 41% increase in advanced stage CRC in those ages 40-49. The proportion (percent stage contribution) of advanced stage disease in those 40-49 is now 27%.4 These data, along with studies from multiple other research groups, paint a concerning picture of CRC burden of those in their 40s and support screening at age 45. These data also highlight the importance of identifying those at risk for CRC prior to 45 by identifying concerning symptoms and cancer family histories. The increasing burden of early-onset CRC is part of a general trend of increasing rates of other cancer types, thus creating an impetus for new approaches for prevention and earlier diagnosis in younger populations.
References:
1. Qaseem A, Harrod CS, Crandall CJ, Wilt TJ. Screening for Colorectal Cancer in Asymptomatic Average-Risk Adults: A Guidance Statement From the American College of Physicians (Version 2). Annals of Internal Medicine. 2023; 176(8): 1092-1100.
2. Abualkhair WH, Zhou M, Ahnen D, et al. Trends in Incidence of Early-Onset Colorectal Cancer in the United States Among Those Approaching Screening Age. JAMA Network Open. 2020; 3(1): e1920407.
3. Montminy EM, Zhou M, Maniscalco L, et al. Contributions of Adenocarcinoma and Carcinoids to Early-onset Colorectal Cancer. Annals of Internal Medicine. 2021; 174 (2): 157-66.
4. Montminy EM, Zhou M, Maniscalco L, et al. Shifts in the Proportion of Distant Stage Early-Onset Colorectal Adenocarcinoma Demonstrate Rising Distant Cancer Incidence in the United States. Cancer Epidemiology, Biomarkers, and Prevention. 2022; 31(2): 334-341.
5. US Preventive Services Task Force. Screening for Colorectal Cancer: US Preventive Services Task Force Recommendation Statement. JAMA. 2021; 325(19): 1965–77.
Disclosures:
Jordan J Karlitz: Disclosure-Senior Medical Director, GRAIL Eric M Montminy: No disclosures
Bridging Guideline Gaps: The role of Large Language Models for Evidence Summarization
Recently, the American College of Physicians (ACP) published guidance statement for colorectal cancer screening (CRC) for asymptomatic average-risk adults. The guidance recommends screening for CRC in asymptomatic average-risk adults at age 50 years and advises against certain methods such as computed tomography colonography or stool DNA testing (1). This guidance has differences when compared to guidelines from the American College of Gastroenterology which has recommendations to start CRC screening at age 45 for average risk individuals (2). Both set of guidelines have merits and demerits and getting a deep understanding of the level of evidence and data supporting differences in recommendations can be rather cumbersome. Clinical guidelines can be difficult to follow due to long narratives, conflicting recommendations as in this case, and alert fatigue if electronic health record-based alerts are incorporated. Despite these limitations and time pressures in primary care, a discussion on CRC screening is warranted as CRC screening improves outcomes and is deemed cost effective; and patients demonstrate a keen interest(3). Large language models such as chat generative pre-trained transformer (ChatGPT), are being explored for utilization in healthcare with several features such as text generation, answering clinical questions and summarization of evidence but a variable performance. These available language models have general training but do have robust neural networks that make them trainable with specific literature. We utilized ChatGPT version 4.0 (ChatGPT-4) to help summarize evidence from these 2 guidelines for CRC screening with varied recommendations to inform clinicians and allow discussions with patients. In order to extract information from guidelines using the `askyourpdf` plugin within ChatGPT-4, we provided a PDF uniform resource locator (URL) and obtained `doc_id` from the `askyourpdf` platform. We provided the specific doc_id to ChatGPT-4 which subsequently downloaded and stored the content, allowing it to be queried. We queried the trained version of ChatGPT-4 to compare recommendations for CRC screening from the two guidelines, and the language model was able to summarize the differences, the data behind the differences and provided a framework for clinicians to use to discuss recommendations, provide patient education and enable shared decision making. While there can be differences in clinical guidelines, large language models can be used (one time with no knowledge of coding needed) by clinicians. The trained models can be available for individual use for shared clinical decision making and especially useful in time constrained environments. We recommend individual clinicians with busy clinical practices explore training language models to aid them with day-to-day practice.
References:
1. Qaseem A, Harrod CS, Crandall CJ, Wilt TJ, Clinical Guidelines Committee of the American College of P, Balk EM, et al. Screening for Colorectal Cancer in Asymptomatic Average-Risk Adults: A Guidance Statement From the American College of Physicians (Version 2). Ann Intern Med. 2023;176(8):1092-100.
2. Shaukat A, Kahi CJ, Burke CA, Rabeneck L, Sauer BG, Rex DK. ACG Clinical Guidelines: Colorectal Cancer Screening 2021. Am J Gastroenterol. 2021;116(3):458-79.
3. Baeker Bispo J, Bandi P, Jemal A, Islami F. Receipt of Clinician Recommendation for Colorectal Cancer Screening Among Underscreened U.S. Adults. Ann Intern Med. 2023;176(9):1985-7.
Disclosures:
Conflicts of interest: SK: Research grants from Rebiotix / Ferring, Seres, Finch, Vedanta and consulting fees from Takeda, Immuron, Niche and ProbioTech Inc, outside of the submitted work.
Author Response to Comments from Patel, Shaukat, Mayer, and Weiss
Dr. Patel and colleagues’ primary concern about the American College of Physicians’ (ACP) guidance statement was the rise of colorectal cancer (CRC) in adults aged 45-49 years. However, CRC incidence in this group is small and has only increased since 2000 from 29 cases per 100,000 individuals to 35 cases per 100,000 individuals. Moreover, the net benefit for CRC screening is not realized in average risk adults until age 50 years. Earlier screening will likely exacerbate health care disparities, particularly colonoscopy access. A more equitable approach would be to use these resources in priority populations where evidence more convincingly supports net benefit. Broadening screening strategies does not necessarily translate to higher value for patients.
We disagree with Dr. Shaukat and colleagues that an annual guaiac fecal occult blood test (gFOBT) or fecal immunochemical test was a superior screening strategy than biennial. Evidence from thirty-year follow-up data between annual and biennial gFOBT screening showed no meaningful difference in CRC mortality (1.28% vs. 1.52%; risk difference: -0.24% [95% CI -0.50% to 0.03%]) (2). Although each strategy reduced CRC mortality compared to a control (2). Less intensive screening strategies reduces screening burden, false-positive tests, and follow-up colonoscopies.
We agree with Dr. Mayer who highlighted additional limitations of modeling parameters of lifetime CRC risk in an unscreened population. Specifically, the modeling assumed a cohort effect in 20- to 44-year-olds estimating a baseline risk of CRC to be 7.7 to 8.5% in those unscreened. Surveillance data suggests the risk is lower, around 5% (1).
Dr. Weiss commented about potential misuse of ACP’s guidance in coverage decisions. ACP’s guidance may not apply to all patients or individual clinical situations and should not be used as a replacement for a clinician’s judgement or coverage decisions based on that judgement. We appreciate Drs. Weiss and Patel and colleagues sharing our concern about the potential for increasing healthcare disparities with expanding CRC screening to younger, asymptomatic patients. However, we disagree that use of stool tests in younger populations is justified, as evidence does not show a net benefit in this age group.
Some commenters noted concerns about potential confusion of conflicting guidelines. The majority of guideline developers’ recommendation for screening adults aged 45-49 years (3) is “conditional/weak”; thus, they “suggest” screening. This means the desirable effects probably outweigh risk and burden, but there is appreciable uncertainty. In clinical practice, a conditional recommendation does not apply to all patients, and implementation may differ depending on circumstance or patients’ values and preferences. Conditional recommendations do not mean “45 is the new 50” for implementation. ACP states clinicians should consider not screening because benefits probably do not outweigh risks and burden for many patients. The key message for adults aged 45-49 years across the majority of guidelines is similar. It is unfortunate that not all guideline developers are aligned, but inconsistencies highlight evidence limitations and the importance of incorporating patients’ values and preferences and individual and population benefits, harms, and costs.
REFERENCES
Disclosures:
Disclosures can be viewed at www.acponline.org/authors/icmje/ConflictOfInterestForms.do?msNum=M23-0779