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14 pages, 518 KB  
Article
The Cost-Effectiveness of Organized National Colorectal Cancer Screening Program in Croatia
by August Cesarec, Nataša Antoljak, Ivana Brkić Biloš, Mario Šekerija, Maja Vajagić and Neven Ljubičić
Cancers 2026, 18(1), 150; https://doi.org/10.3390/cancers18010150 - 31 Dec 2025
Viewed by 256
Abstract
Background/Objectives: Colorectal cancer is the most frequently diagnosed cancer and second by mortality among all cancers in Croatia. The Organized National Colorectal Cancer Screening Program was introduced by the government in 2007. It targets individuals aged 50–74 years with a biennial screening with [...] Read more.
Background/Objectives: Colorectal cancer is the most frequently diagnosed cancer and second by mortality among all cancers in Croatia. The Organized National Colorectal Cancer Screening Program was introduced by the government in 2007. It targets individuals aged 50–74 years with a biennial screening with a guaiac fecal occult blood test (gFOBT). The aim of this study is to analyze the costs associated with colorectal cancer in Croatia and to compare the cost-effectiveness of three screening strategies: no screening, biennial gFOBT, and biennial fecal immunochemical testing (FIT). Patients and methods: A model was developed to compare the three screening scenarios. The model simulated a cohort of 10,000 patients aged 50 years without colorectal cancer. Health outcomes and associated costs were projected over a five-year time horizon. The model outcomes include the number of newly diagnosed colorectal cancer cases, number of colorectal cancer-related deaths, life-years gained, and costs per life-year gained. Results: The average five-year costs per patient for the treatment of advanced cancer are EUR 39,802, which is substantially higher than the average costs of EUR 16,897 per patient across all stages. The implemented model indicates that both screening options yielded improved health outcomes at lower costs compared with no screening. FIT is considered the preferred screening option due to its higher sensitivity, greater health outcomes, and lower costs relative to gFOBT. Conclusions: The introduction of FIT screening instead of gFOBT could increase screening uptake for colorectal cancer, improve health outcomes, and reduce healthcare expenditures and the economic burden associated with colorectal cancer in Croatia. Full article
(This article belongs to the Section Cancer Causes, Screening and Diagnosis)
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6 pages, 990 KB  
Case Report
Primary Colorectal Signet-Ring Cell Carcinoma with Synchronous Colonic Metastases in an Asymptomatic Patient: Case Presentation and Comprehensive Literature Review
by Oana-Bogdana Barboi, Radu-Alexandru Vulpoi, Diana-Elena Floria, Vadim Rosca, Constantin Simiras, Andriescu Elena-Corina, Amitoaie Iulia and Vasile-Liviu Drug
Life 2026, 16(1), 60; https://doi.org/10.3390/life16010060 - 30 Dec 2025
Viewed by 249
Abstract
Background: Less than 1% of all colorectal cancers (CRCs) are primary colorectal signet-ring cell carcinomas (SRCCs), which represent an uncommon and aggressive histological subtype. Given their subtle onset and rapid progression, these are often diagnosed in an advanced stage, and can be distinguished [...] Read more.
Background: Less than 1% of all colorectal cancers (CRCs) are primary colorectal signet-ring cell carcinomas (SRCCs), which represent an uncommon and aggressive histological subtype. Given their subtle onset and rapid progression, these are often diagnosed in an advanced stage, and can be distinguished by the presence of mucin-producing signet-ring cells. Synchronous colonic metastases at initial diagnosis are rather uncommon. Case presentation: We report the case of a 65-year-old male patient who underwent a routine colonoscopy following a positive fecal immunochemical test (FIT). The patient had no remarkable medical history and was asymptomatic. A 3 cm semi-pedunculated polyp and several smaller depressed lesions, 2 cm maximum in diameter, were observed in the descending colon during the colonoscopy. Multiple biopsies were obtained. The lesions were found to be SRCC according to histopathological examination. There was no sign of extra-colonic metastases on the computed tomography (CT). The patient was referred for extensive hemicolectomy, regional lymphadenectomy, and adjuvant chemotherapy. Conclusions: This article provides a thorough literature review on this uncommon presentation and discussion regarding the current understanding of the pathogenesis, clinical manifestations, and management strategies of SRCC. This case highlights the importance of routine screening in detecting aggressive malignancies like SRCC in asymptomatic individuals. Early identification through colonoscopy can lead to timely intervention, potentially improving prognosis. Full article
(This article belongs to the Section Medical Research)
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11 pages, 366 KB  
Brief Report
Value of Stool-Based Colorectal Cancer Screening: Integrating Real-World Adherence, Detection, and Prevention in a Cohort-Based Modeling Analysis
by A. Mark Fendrick, Derek W. Ebner, Michael Dore, Chris Estes, Gustavus Aranda and Mohammad Dehghani
J. Clin. Med. 2026, 15(1), 41; https://doi.org/10.3390/jcm15010041 - 20 Dec 2025
Viewed by 412
Abstract
Background/Objectives: Modeling analyses for colorectal cancer (CRC) screening focusing solely on the costs of screening do not fully capture the value of screening programs. We evaluated the clinical and economic effects of CRC stool-based screening tests, including impacts on cancer-related outcomes. Methods: A [...] Read more.
Background/Objectives: Modeling analyses for colorectal cancer (CRC) screening focusing solely on the costs of screening do not fully capture the value of screening programs. We evaluated the clinical and economic effects of CRC stool-based screening tests, including impacts on cancer-related outcomes. Methods: A cohort-based decision-analytic cost-estimator model estimated outcomes for a single round of screening with next-generation multi-target stool DNA (ng mt-sDNA) test or fecal immunochemical test (FIT) from a US payer perspective. Undiagnosed cancers were assumed to become symptomatic (and detected) within 10 years. Clinical assumptions, advanced precancerous lesion and CRC prevalence, and test performance inputs were from clinical trial data. Adherence rates for initial screening and follow-up colonoscopy after a positive result were from real-world data. Input costs included the screening tests, follow-up colonoscopy (with and without polypectomy), and CRC treatment. Results: Compared with FIT, more individuals completed ng mt-sDNA (321,000 vs. 713,000, respectively), leading to the detection of more CRC cases (436 with FIT vs. 2235 with ng mt-sDNA), more advanced precancerous lesions, and more CRC at earlier stages. The cost of screening per patient screened was USD 801 for ng mt-sDNA and USD 124 for FIT. Follow-up colonoscopy cost was USD 149 million with ng mt-sDNA versus USD 22 million with FIT, whereas CRC treatment costs were lower for ng mt-sDNA (USD 1423 million versus USD 1474 million, respectively). When accounting for both direct and CRC averted costs, the total cost of screening and treatment was USD 1383 million with ng mt-sDNA versus USD 1427 million with FIT. Conclusions: Higher screening costs with ng mt-sDNA versus FIT are counterbalanced by savings realized from enhanced CRC prevention and earlier detection due to the superior test performance and better adherence with ng mt-sDNA. Full article
(This article belongs to the Special Issue Current and Emerging Treatment Options in Colorectal Cancer)
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16 pages, 1960 KB  
Article
Gaps in Community-Based Screening for Non-Communicable Diseases in Saudi Arabia
by Ghadeer Al Ghareeb, Zaenab M. Alkhair, Zainab Alradwan, Hussain Alqaissoom, Horiah Ali Soumel, Khadijah R. Alsaffar, Fatema Muhaimeed, Burair Alsaihati, Mohammad N. Alkhrayef and Ibrahim Alradwan
Diseases 2025, 13(12), 407; https://doi.org/10.3390/diseases13120407 - 18 Dec 2025
Viewed by 510
Abstract
Background: Non-communicable diseases (NCDs) such as cardiovascular diseases, diabetes, obesity, and cancer are the leading cause of mortality globally and in Saudi Arabia, accounting for more than 70% of all deaths. Despite national initiatives offering free preventive services, screening uptake remains low. This [...] Read more.
Background: Non-communicable diseases (NCDs) such as cardiovascular diseases, diabetes, obesity, and cancer are the leading cause of mortality globally and in Saudi Arabia, accounting for more than 70% of all deaths. Despite national initiatives offering free preventive services, screening uptake remains low. This study aimed to describe the demographic and clinical characteristics of individuals participating in community-based NCD screening campaigns in the Eastern Province of Saudi Arabia and to evaluate screening uptake, compliance, and diagnostic outcomes. Methods: A retrospective cross-sectional analysis was conducted among 3106 adults screened at volunteer-driven community campaigns held between January 2023 and December 2024. Screening included anthropometric measurements, blood pressure assessment, and glucose testing, followed by eligibility evaluation for osteoporosis and cancer screening. Uptake and compliance were verified using electronic health records. Descriptive and inferential statistical analyses were applied. Results: Participants were 64% male and 36% female, with a mean age of 41.4 ± SD years. Obesity, hypertension, and diabetes were identified in 32%, 31%, and 12% of participants overall. Gender-stratified prevalence showed higher obesity among females at 36% (95% CI 32.3 to 38.1) and higher hypertension and diabetes among males at 36% (95% CI 34.0 to 38.2) and 14% (95% CI 12.1 to 15.2), respectively. Uptake among eligible individuals was 51% for dual-energy X-ray absorptiometry (DEXA), 47% for fecal immunochemical testing (FIT), 43% for Pap smear, and 39% for mammography. Diagnostic findings demonstrated substantial undetected disease burden, including osteoporosis in 41% (95% CI 26.0 to 56.8) of DEXA scans, a FIT positivity rate of 5% (95% CI 1.5 to 10.3), abnormal Pap cytology in 3% (95% CI 1.1 to 7.5), and BI-RADS 0 mammograms in 19% (95% CI 11.9 to 29.5), reflecting incomplete assessments requiring further evaluation. Conclusions: Community-based campaigns can effectively resolve limited engagement in health promotional activities and detect substantial burdens of undiagnosed NCDs. However, improvements in referral tracking, follow-up systems, and culturally tailored health education are essential to enhance screening compliance and early detection outcomes. These results can be utilized to inform public policies by extending screening services to additional areas, increasing investment in preventive health campaigns, and enhancing the capacity of the health system. Full article
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12 pages, 1645 KB  
Article
Limited Diagnostic Yield of Routine Gastroscopy in FIT-Positive Patients
by Majd Khader, Fadi Abu Baker, Jorge-Shmuel Delgado, Avraham Yitzhak, Revital Guterman, Ruhama Elhayany, Or Bakshi, Vered Klaitman, Tali Braun, Naim Abu-Freha and Rimon Artoul
Diagnostics 2025, 15(21), 2781; https://doi.org/10.3390/diagnostics15212781 - 2 Nov 2025
Viewed by 683
Abstract
Background and aim: The necessity and diagnostic yield of routine gastroscopy in Fecal Immunochemical Test (FIT)-positive patients with normal colonoscopy findings remains controversial and poorly defined. Here, we aimed to investigate the prevalence and clinical significance of upper gastrointestinal lesions detected by gastroscopy [...] Read more.
Background and aim: The necessity and diagnostic yield of routine gastroscopy in Fecal Immunochemical Test (FIT)-positive patients with normal colonoscopy findings remains controversial and poorly defined. Here, we aimed to investigate the prevalence and clinical significance of upper gastrointestinal lesions detected by gastroscopy in FIT-positive patients, stratified by normal and abnormal colonoscopy findings. Methods: This retrospective study included 38,392 adults (≥18 years) who tested positive for FIT between 2016 and 2022 across eight medical centers in Israel. Of them, 1560 patients underwent routine bi-directional endoscopic evaluation and were included in the final analysis. Comprehensive procedural data were retrieved, including detailed colonoscopic and gastroscopic findings. Colonoscopy outcomes included the detection of neoplastic and precancerous lesions, with the rates of adenoma and polyp detection calculated. Gastroscopy findings, including gastritis, hiatal hernia, esophagitis, duodenitis, peptic ulcer disease, and malignancy, were analyzed and compared between patients with normal and abnormal colonoscopy results. Results: Among 38,392 FIT-positive adults, 1560 underwent bidirectional endoscopy; of these, 632 (40.5%) had normal and 928 (59.5%) had abnormal colonoscopy findings. Gastroscopy revealed upper GI findings in both groups, with gastritis detected in 55.5% (normal colonoscopy) vs. 48.7% (abnormal colonoscopy), hiatal hernia in 15% vs. 14.9%, esophagitis in 9.0% vs. 10.3%, and duodenitis in 6.6% vs. 7.3%. Gastric ulcers were rare, observed in 0.95% of patients with normal colonoscopy and 1.29% with abnormal colonoscopy. No cases of upper gastrointestinal malignancy were detected in either group. Conclusions: Routine gastroscopy in FIT-positive patients demonstrates limited diagnostic yield, with clinically significant upper gastrointestinal lesions being rare. Full article
(This article belongs to the Special Issue New Insights into Endoscopy-Guided Diagnosis)
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12 pages, 383 KB  
Article
Clinical Evaluation of PolyDeep, A Computer-Aided Detection System: A Multicenter Randomized Tandem Colonoscopy Trial
by Pedro Davila-Piñón, Astrid Irene Díez Martín, Alba Nogueira-Rodríguez, Ruben Domínguez-Carbajales, Florentino Fdez-Riverola, Sara Zarraquiños, Luisa de Castro, Jesús Herrero, Nereida Fernández, Pablo Vega, David Remedios, Alfonso Martínez, Manuel Puga, Sara Alonso, Noel Pin, Natalia García-Morales, Laura Rivas, Alejandro Ledo, Ramiro Macenlle, Lucia Cid, Antonio Rodríguez, Santiago Soto, Franco Baiocchi, Indhira Pérez-Medrano, Eloy Sánchez, Daniel Glez-Peña, Miguel Reboiro-Jato, Hugo López-Fernández and Joaquín Cubiellaadd Show full author list remove Hide full author list
Diagnostics 2025, 15(21), 2751; https://doi.org/10.3390/diagnostics15212751 - 30 Oct 2025
Viewed by 887
Abstract
Background/Objectives: Computer-aided detection (CADe) systems are increasingly used in endoscopy to enhance lesion recognition. PolyDeep is a CADe/x tool previously assessed in an observational study. The aim of our study is to determine if PolyDeep-assisted colonoscopy reduces the adenoma miss rate (AMR) [...] Read more.
Background/Objectives: Computer-aided detection (CADe) systems are increasingly used in endoscopy to enhance lesion recognition. PolyDeep is a CADe/x tool previously assessed in an observational study. The aim of our study is to determine if PolyDeep-assisted colonoscopy reduces the adenoma miss rate (AMR) compared with conventional colonoscopy. Methods: We carried out a multicenter randomized controlled trial with a tandem colonoscopy design in participants from a colorectal cancer screening program (positive fecal immunochemical test-FIT or surveillance). Expert endoscopists performed all colonoscopies, and patients were allocated to groups by a computer-generated sequence. The primary endpoint was AMR; secondary endpoints included polyp miss rate (PMR), serrated lesion miss rate (SLMR) and advanced polyp miss rate (APMR). Results: From May to November 2023, we recruited 260 patients and excluded 20, leaving 240 for analysis. Baseline characteristics were balanced between groups (62.1% male; mean age 62.3 ± 6.5 years; 65.8% FIT-positive; mean first withdrawal time 13:38 ± 08:07 min; mean second withdrawal time 07:50 ± 03:38 min; lesion detection rate 76.6%; mean polyps per patient 3.4 ± 3.1). We did not find statistically significant differences between PolyDeep-assisted and conventional colonoscopy groups in AMR (21.3% vs. 18.1%, p = 0.5), PMR (21.8% vs. 20.3%, p = 0.7), SLMR (23.4% vs. 25.6%, p = 0.9) or APMR (7.3% vs. 11.3%, p = 0.5). In the subgroup analysis according to indication, we did not find any statistically significant differences. Conclusions: In the context of a CRC screening program, PolyDeep-assisted colonoscopy did not reduce AMR. Full article
(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
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15 pages, 354 KB  
Article
The Effectiveness of ¡Salud!, por la Vida, an Educational Intervention to Increase Colorectal Cancer Screening in Puerto Rico
by Josheili Llavona-Ortiz, Maria E. Fernández, Ileska M. Valencia-Torres, Francisco J. Muñoz-Torres, Marievelisse Soto-Salgado, Yara Sánchez-Cabrera and Vivian Colón-López
Cancers 2025, 17(20), 3391; https://doi.org/10.3390/cancers17203391 - 21 Oct 2025
Viewed by 986
Abstract
Background/Objectives: Colorectal cancer (CRC) is the leading cancer-related death in Puerto Rico (PR). Yet CRC screening (CRCS) rates remain low. We developed ¡Salud!, por la Vida, an educational intervention aiming to increase CRCS among age-eligible adults living in PR. Methods: [...] Read more.
Background/Objectives: Colorectal cancer (CRC) is the leading cancer-related death in Puerto Rico (PR). Yet CRC screening (CRCS) rates remain low. We developed ¡Salud!, por la Vida, an educational intervention aiming to increase CRCS among age-eligible adults living in PR. Methods: We conducted a cluster randomized controlled trial among adults 50–75 years old at Federally Qualified Health Clinics in PR. Participants could not have a history of CRC nor be currently adherent to CRCS guidelines for a fecal occult blood test (FOBT) or fecal immunochemical test (FIT) (within last year) or colonoscopy (within last 5–10 years). Out of 445 randomized participants, 355 completed the study procedures (Control: 277; Intervention: 78) and were included in the main analysis. Participants in the intervention arm completed baseline and follow-up questionnaires alongside the educational intervention (at baseline) and two reminder calls (before follow-up) within a four-month period. Control arm participants only completed baseline and follow-up questionnaires within the same period. All participants were followed up to assess CRCS completion. Results: Post-trial screening rates were significantly higher in the intervention group: FOBT/FIT (55% vs. 39%, p = 0.02), colonoscopy (10% vs. 3%, p = 0.02), and any CRCS (60% vs. 41%, p < 0.01). Compared to controls, those in the intervention group showed a 48% higher probability of undergoing any CRCS (RR = 1.48, 95%CI: 1.17, 1.86), were 1.4 times more likely to complete a FOBT/FIT (RR = 1.40, 95%CI: 1.09, 1.80), and were over 3 times more likely to undergo a colonoscopy (RR = 3.16, 95%CI: 1.26, 7.91). Conclusions: The findings underscore the efficacy of the intervention in increasing CRCS uptake, potentially preventing late-stage detection and reducing CRC mortality in PR. Full article
(This article belongs to the Special Issue Cancer Screening and Primary Care)
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15 pages, 707 KB  
Review
Toward Earlier Detection: Revisiting Colorectal Cancer Screening Age in the U.S. and Europe
by Vlad Buică, Ancuța Năstac, Gina Gheorghe, Teodor Florin Georgescu, Camelia Cristina Diaconu and Vlad Alexandru Ionescu
Gastrointest. Disord. 2025, 7(4), 66; https://doi.org/10.3390/gidisord7040066 - 16 Oct 2025
Viewed by 1871
Abstract
Background: Colorectal cancer (CRC) represents one of the leading causes of cancer-related morbidity and mortality globally. Although national screening programs in Europe and the United States have demonstrated success in reducing incidence and death rates among populations aged 50 and above, a [...] Read more.
Background: Colorectal cancer (CRC) represents one of the leading causes of cancer-related morbidity and mortality globally. Although national screening programs in Europe and the United States have demonstrated success in reducing incidence and death rates among populations aged 50 and above, a concerning increase in early-onset colorectal cancer (EOCRC), defined as diagnosis before age 50, has emerged. Methods: This paper is a narrative literature review comparing American and European CRC screening guidelines. A comprehensive search was conducted using the PubMed database with emphasis on publications from the past ten years. Results: The United States has adapted more swiftly to EOCRC trends by lowering the recommended screening age to 45, supported by modeling studies showing life-years gained and improved cost-effectiveness. In contrast, European programs remain largely organized and cost-efficient but predominantly initiate screening at age 50, potentially missing high-risk younger adults. EOCRC appears to demonstrate unique molecular and pathological features compared to late-onset CRC. Participation and adherence to screening also vary significantly between regions and modalities, with colonoscopy remaining the gold standard but less scalable than fecal immunochemical tests. Conclusions: The rising incidence of EOCRC calls for a reassessment of CRC screening policies. While the European model emphasizes equity and structure, its slower responsiveness to epidemiological changes may lead to late detection in younger cohorts. The American model’s earlier screening age addresses emerging trends but faces challenges in implementation equity. A hybrid approach may provide the optimal management, balancing public health benefit with system sustainability. Full article
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11 pages, 467 KB  
Article
Impact of a Failsafe Reminder Letter and Associated Factors on Correct Follow-Up After a Positive FIT in the Flemish Colorectal Cancer Screening Program
by Sarah Hoeck and Thuy Ngan Tran
Gastrointest. Disord. 2025, 7(4), 61; https://doi.org/10.3390/gidisord7040061 - 26 Sep 2025
Viewed by 718
Abstract
Background: Timely diagnostic colonoscopy (DC) after a positive fecal immunochemical test (FIT+) is essential for effective colorectal cancer (CRC) screening. In Flanders, 16% of FIT+ participants in 2022 had no DC in the 24 months following the FIT+ result. This study evaluated the [...] Read more.
Background: Timely diagnostic colonoscopy (DC) after a positive fecal immunochemical test (FIT+) is essential for effective colorectal cancer (CRC) screening. In Flanders, 16% of FIT+ participants in 2022 had no DC in the 24 months following the FIT+ result. This study evaluated the impact of a failsafe reminder letter—sent 24 months after a FIT+ result without registered correct follow-up—on DC completion and identified factors associated with correct follow-up. Methods: We included all individuals in the Flemish CRC screening program who had a FIT+ result between 2017 and 2019 and later received a failsafe letter due to lacking correct follow-up within 24 months. Correct follow-up was defined as a complete colonoscopy, virtual colonoscopy, or cancer diagnosis. We calculated the proportion of individuals completing correct follow-up within 24 months of the letter. Multivariable logistic regression examined associations between odds of correct follow-up and individual and area-level characteristics. Results: Of the 7175 individuals who received a failsafe letter, 16.1% completed correct follow-up within 24 months. Individuals aged 70–74 had significantly lower odds of correct follow-up than those aged 60–64 (odd ratio (OR) = 0.59; 95% confidence interval (CI): 0.48–0.72). Living in areas with a higher proportion of young adults in higher education was associated with higher odds of correct follow-up (OR = 1.041; 95% CI: 1.002–1.080). Conclusions: The failsafe letter modestly improved follow-up among a hard-to-reach group. Older age and lower area-level educational attainment were linked to reduced odds of correct follow-up. Targeted efforts are needed to improve DC completion in these subgroups. Full article
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18 pages, 529 KB  
Article
Perspectives on Mail-Based Fecal Testing for Colorectal Cancer Screening in Bulgaria: A Survey of Gastroenterologists
by Kostadin Yordanov Dimitrov, Vladislav Velchev, Nely Danailova, Elena Staneva, Teodor Koparanov, Trifon Diankov, Teodora Gencheva, Bozhidar Valkov, Eleonora Hristova-Atanasova, Georgi Iskrov and Rumen Stefanov
Gastroenterol. Insights 2025, 16(3), 25; https://doi.org/10.3390/gastroent16030025 - 26 Jul 2025
Cited by 1 | Viewed by 2057
Abstract
Background: Bulgaria carries a high burden of colorectal cancer (CRC) but, at the start of this study, lacked a nationwide organized screening program. Understanding specialist views (particularly on mail-based fecal testing) is essential for effective policy development. Objective: The objective is to assess [...] Read more.
Background: Bulgaria carries a high burden of colorectal cancer (CRC) but, at the start of this study, lacked a nationwide organized screening program. Understanding specialist views (particularly on mail-based fecal testing) is essential for effective policy development. Objective: The objective is to assess the attitudes towards, practices of, and perceived barriers to CRC screening among Bulgarian gastroenterologists, with a focus on the feasibility of mail-based fecal occult blood testing (FOBT). Methods: A cross-sectional survey of 38 gastroenterologists examined clinical use of FOBT, screening method preferences, and perceived systemic and patient-level barriers to CRC screening. Results: Among respondents, 57.89% reported using FOBT in clinical practice, and 71.05% indicated they would undergo the test themselves and recommend it to relatives. Colonoscopy was the preferred diagnostic tool for 84.21% of participants; however, the existing literature raises concerns about its feasibility for large-scale population screening. Key systemic barriers, rated on a 5-point Likert scale, included financial constraints (mean = 3.08), inadequate infrastructure (2.89), and healthcare workforce shortages (2.71). Patient-level barriers were led by low health literacy (4.13), lack of motivation (3.95), and procedural fears (3.26). A majority (84.38%) believed that mail-based FOBT would increase screening uptake, and 57.89% supported annual distribution of test kits. Nearly all respondents (97.37%) favored initiating screening at age 50. Conclusions: This study highlights strong support among Bulgarian gastroenterologists for a national CRC screening program, with particular endorsement of mail-based FOBT. Despite acknowledged systemic and population-level barriers, the findings suggest that such an approach could increase screening coverage, promote early detection, and support the strategic rollout of Bulgaria’s emerging cancer control initiatives. Full article
(This article belongs to the Section Gastrointestinal Disease)
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21 pages, 1005 KB  
Article
Metabolic Signature in Combination with Fecal Immunochemical Test as a Non-Invasive Tool for Advanced Colorectal Neoplasia Diagnosis
by Oihane E. Albóniga, Joaquín Cubiella, Luis Bujanda, Patricia Aspichueta, María Encarnación Blanco, Borja Lanza, Cristina Alonso and Juan Manuel Falcón-Pérez
Cancers 2025, 17(14), 2339; https://doi.org/10.3390/cancers17142339 - 15 Jul 2025
Viewed by 1009
Abstract
Background/Objectives: Colorectal cancer (CRC) is one of the most prevalent cancers worldwide. Even though the screening programs have decreased the incidence rates, the prognosis for CRC varies depending on the stage at diagnosis. Thus, early diagnosis is still a big challenge due [...] Read more.
Background/Objectives: Colorectal cancer (CRC) is one of the most prevalent cancers worldwide. Even though the screening programs have decreased the incidence rates, the prognosis for CRC varies depending on the stage at diagnosis. Thus, early diagnosis is still a big challenge due to screening methods, and subsequent diagnosis is not very sensitive. Methods: In this work, LC-MS-based metabolomics, a powerful and sensitive tool to study complex dynamic changes, was used to analyze 211 human fecal samples from control individuals (CTRL), adenoma (AA), and CRC patients. Results: Multivariate and univariate statistical analysis highlighted cholesteryl esters (CEs) and fecal haemoglobin, quantified by fecal immunochemical test (FIT), as relevant biomarkers that clearly differentiate CRC from AA and CTRL. Predictive models based on random forest and the area under the curve (AUC) of the receiver operating characteristic curve (ROC) demonstrate that CEs, together with FIT measurement, improved the CRC and CTRL classification, but not AA. This study revealed that the AA group is a transitional stage with high heterogeneity. The increased tendency observed in CEs from CTRL to CRC might be related to the imbalance of cholesterol homeostasis due to cancer cells requiring a high cholesterol level for cell development and proliferation. The free cholesterol is probably obtained from CEs, as it is the most cost/effective way to obtain the needed cholesterol. Conclusions: The accumulation of CEs is produced by two possible approaches: (1) dysfunction of cholesterol absorption in the small intestine and/or (2) transported inside exosomes from cell to cell to promote proliferation. Full article
(This article belongs to the Section Cancer Causes, Screening and Diagnosis)
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40 pages, 5595 KB  
Article
Neural Network-Based Composite Risk Scoring for Stratification of Fecal Immunochemical Test-Positive Patients in Colorectal Cancer Screening: Findings from South-West Oltenia
by Alexandra-Georgiana Bocioagă, Carmen-Nicoleta Oancea, Dumitru Rădulescu, Bogdan Silviu Ungureanu, Vlad Florin Iovănescu, Dan Nicolae Florescu, Irina-Paula Doica, Victor-Mihai Sacerdoțianu, Liliana Streba, Tudorel Ciurea and Dan-Ionuț Gheonea
Cancers 2025, 17(11), 1868; https://doi.org/10.3390/cancers17111868 - 2 Jun 2025
Cited by 1 | Viewed by 1314
Abstract
Background: Colorectal cancer (CRC) remains a major cause of cancer-related mortality worldwide, underscoring the need for more efficient and resource-conscious screening strategies. Methods: We screened 51,437 individuals (50–74 y) in South-West Oltenia, Romania, with FIT values of ≥20 µg Hb/g. Of [...] Read more.
Background: Colorectal cancer (CRC) remains a major cause of cancer-related mortality worldwide, underscoring the need for more efficient and resource-conscious screening strategies. Methods: We screened 51,437 individuals (50–74 y) in South-West Oltenia, Romania, with FIT values of ≥20 µg Hb/g. Of the 2825 FIT-positive individuals, 1550 completed colonoscopy, and we recorded their age, sex, residence, education, comorbidities, medications, and FIT values. After imputing < 8% missing data via multiple imputation, we reduced dimensionality with an autoencoder (ReLU, dropout 0.5, L2, 100 epochs, batch 32) and applied K-Means clustering (k = 5). The following are examples of actionable clusters: Cluster 0 (“High-FIT malignant”): FIT > 200 µg/g, age > 65, diabetes; Cluster 2 (“Low-risk mixed”): FIT 100–199 µg/g, age < 60, no comorbidities; Cluster 3 (“Intermediate-risk older”): FIT 150–200 µg/g, ≥3 comorbidities, rural. Cluster labels were then predicted by a feed-forward neural network (64–32 neurons, dropout 0.6) and validated via 5-fold cross-validation plus a temporal hold-out. Results: Five distinct patient clusters were identified, enabling the development of a composite risk score. Notably, Cluster 0, characterized by elevated FIT levels, exhibited a malignancy rate of 50.91%, while the overall CRC diagnostic rate among colonoscoped patients was approximately 13.87%. This stratification model enhances the diagnostic yield by prioritizing high-risk patients for urgent colonoscopy and sparing low-risk individuals from unnecessary invasive procedures. Conclusions: The AI-driven composite risk score offers a refined framework for CRC risk stratification and optimized resource allocation. Its implementation can lead to earlier detection of advanced lesions, thereby improving patient outcomes. Further external validation on independent cohorts and regions is essential to confirm its broad utility, with potential future integration of additional biomarkers (e.g., genetic or omics-based indicators) to further enhance predictive accuracy. Full article
(This article belongs to the Section Clinical Research of Cancer)
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18 pages, 1764 KB  
Article
Development and Validation of a Lifestyle-Based 10-Year Risk Prediction Model of Colorectal Cancer for Early Stratification: Evidence from a Longitudinal Screening Cohort in China
by Jialu Pu, Baoliang Zhou, Ye Yao, Zhenyu Wu, Yu Wen, Rong Xu and Huilin Xu
Nutrients 2025, 17(11), 1898; https://doi.org/10.3390/nu17111898 - 31 May 2025
Cited by 1 | Viewed by 1745
Abstract
Background: Colorectal cancer (CRC) remains one of the leading causes of cancer-related mortality worldwide, with growing evidence linking risk to lifestyle and dietary factors. However, nutrition-related exposures have rarely been integrated into existing CRC risk prediction models. This study aimed to develop and [...] Read more.
Background: Colorectal cancer (CRC) remains one of the leading causes of cancer-related mortality worldwide, with growing evidence linking risk to lifestyle and dietary factors. However, nutrition-related exposures have rarely been integrated into existing CRC risk prediction models. This study aimed to develop and validate a lifestyle-based 10-year CRC risk prediction model using longitudinal data from a large-scale population-based screening cohort to facilitate early risk stratification and personalized screening strategies. Methods: Data were obtained from 21,358 individuals participating in a CRC screening program in Shanghai, China, with over 10 years of active follow-up until 30 June 2021. Of these participants, 16,782 aged ≥40 years were used for model development, and 4576 for external validation. Predictors were selected using random survival forest (RSF) and elastic net methods, and the final model was developed using Cox regression. Machine learning approaches (RSF and XGBoost) were additionally applied for performance comparison. Model performance was evaluated through discrimination, calibration, and decision curve analysis (DCA). Results: The final model incorporated twelve predictors: age, gender, family history of CRC, diabetes, fecal immunochemical test (FIT) results, and seven lifestyle-related factors (smoking, alcohol use, body shape, red meat intake, fried food intake, pickled food intake, and fruit and vegetable intake). Compared to the baseline demographic-only model (C-index = 0.622; 95% CI: 0.589–0.657), the addition of FIT improved discrimination, and further inclusion of dietary and lifestyle variables significantly enhanced the model’s predictive accuracy (C-index = 0.718; 95% CI: 0.682–0.762; ΔC-index = 0.096, p = 0.003). Conclusions: Incorporating dietary and lifestyle variables improved CRC risk stratification. These findings highlight the value of dietary factors in informing personalized screening decisions and providing an evidence-based foundation for targeted preventive interventions. Full article
(This article belongs to the Section Nutrition and Public Health)
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20 pages, 2054 KB  
Article
Development and Internal Validation of a Machine Learning-Based Colorectal Cancer Risk Prediction Model
by Deborah Jael Herrera, Daiane Maria Seibert, Karen Feyen, Marlon van Loo, Guido Van Hal and Wessel van de Veerdonk
Gastrointest. Disord. 2025, 7(2), 26; https://doi.org/10.3390/gidisord7020026 - 24 Mar 2025
Cited by 4 | Viewed by 3727
Abstract
Background: Colorectal cancer (CRC) remains a leading cause of cancer-related mortality worldwide. While screening tools such as the fecal immunochemical test (FIT) aid in early detection, they do not provide insights into individual risk factors or strategies for primary prevention. This study aimed [...] Read more.
Background: Colorectal cancer (CRC) remains a leading cause of cancer-related mortality worldwide. While screening tools such as the fecal immunochemical test (FIT) aid in early detection, they do not provide insights into individual risk factors or strategies for primary prevention. This study aimed to develop and internally validate an interpretable machine learning-based model that estimates an individual’s probability of developing CRC using readily available clinical and lifestyle factors. Methods: We analyzed data from 154,887 adults, aged 55–74 years, who participated in the Prostate, Lung, Colorectal, and Ovarian (PLCO) Cancer Screening Trial. A risk prediction model was built using the Light Gradient Boosting Machine (LightGBM) algorithm. To translate these findings into clinical practice, we implemented the model into a risk estimator that categorizes individuals as average, increased, or high risk, highlighting modifiable risk factors to support patient–clinician discussions on lifestyle changes. Results: The LightGBM model incorporated 12 predictive variables, with age, weight, and smoking history identified as the strongest CRC risk factors, while heart medication use appeared to have a potentially protective effect. The model achieved an area under the receiver operating characteristic curve (AUROC) of 0.726 (95% confidence interval [CI]: 0.698–0.753), correctly distinguishing high-risk from average-risk individuals 73 out of 100 times. Conclusions: Our findings suggest that this model could support clinicians and individuals considering screening by guiding informed decision making and facilitating patient–clinician discussions on CRC prevention through personalized lifestyle modifications. However, before clinical implementation, external validation is needed to ensure its reliability across diverse populations and confirm its effectiveness in real-world healthcare settings. Full article
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13 pages, 1527 KB  
Article
Frequent Gastrointestinal Cancer Complications in Japanese Patients with Acute or Chronic Coronary Syndrome Undergoing Percutaneous Coronary Intervention
by Yasuyuki Chiba, Shogo Imagawa, Yuki Takahashi, Kimitoshi Kubo, Kenta Otsuka, Kyo Shimazu, Teisuke Anzai, Kazuya Yonezawa, Mototsugu Kato and Toshihisa Anzai
J. Clin. Med. 2025, 14(6), 1807; https://doi.org/10.3390/jcm14061807 - 7 Mar 2025
Viewed by 1245
Abstract
Background/Objective: Gastrointestinal bleeding is a major complication of dual antiplatelet therapy (DAPT) in patients undergoing percutaneous coronary intervention (PCI). Malignancy may be detected due to gastrointestinal bleeding, necessitating critical decisions regarding treatment selection and influencing patient prognosis. Methods: This single-center, retrospective, observational study [...] Read more.
Background/Objective: Gastrointestinal bleeding is a major complication of dual antiplatelet therapy (DAPT) in patients undergoing percutaneous coronary intervention (PCI). Malignancy may be detected due to gastrointestinal bleeding, necessitating critical decisions regarding treatment selection and influencing patient prognosis. Methods: This single-center, retrospective, observational study included 501 Japanese patients who underwent initial PCI between January 2019 and January 2023. Of these patients, 393 who underwent perioperative upper and lower gastrointestinal endoscopy were evaluated for the presence of gastrointestinal malignancy. Results: Of the total patients, 36% presented with acute coronary syndrome (ACS). Gastrointestinal malignancies were identified in 30 patients (8%), including 18 cases of colorectal cancer and eight cases of gastric cancer. No difference in the frequency of malignancies was observed between patients with ACS and chronic coronary syndrome (CCS) (p = 0.7398). Malignancies were significantly more common in patients with positive fecal immunochemical testing (FIT) (p < 0.0001); however, FIT did not detect all malignancies. The 1500-day survival rate for patients with gastrointestinal malignancies was 64%, with no difference in overall survival between treatment modalities. Conclusions: A considerable proportion of Japanese patients undergoing PCI had gastrointestinal malignancies, regardless of whether they had ACS or CCS, and their prognosis was poor. Gastrointestinal endoscopic evaluation in the perioperative period of PCI could detect malignancy without complications and might lead to appropriate cancer treatment. Full article
(This article belongs to the Section Cardiology)
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