From Stool to Scope: Optimising FIT Thresholds to Guide Future Panenteric Capsule Endoscopy and Reduce Colonoscopy Burden in Iron Deficiency Anaemia
Simple Summary
Abstract
1. Introduction
2. Methods
2.1. Study Design and Participants
2.2. Outcome Measures
2.3. Statistical Analysis
- (1)
- A threshold-based analysis was conducted using the Cumulative Sum Control (CUSUM) Charts by incrementally increasing FIT values (0.1 µg/g) and calculating the cumulative number of urgent colonoscopies at each level. Sharp increases (≥5 cases) were identified as “jump points”, indicating potential inflection thresholds. Corresponding conversion rates were calculated as the proportion of urgent cases at or below each FIT threshold [16].
- (2)
- A cost–benefit analysis was performed to estimate the net benefit per patient across varying FIT thresholds, incorporating the trade-offs between true positives, true negatives, false positives, and false negatives using predefined clinical cost and outcome values (see Table S2 in the Supplementary Materials) [17,18].
- (3)
- A decision curve analysis (DCA) was conducted using a logistic regression model, with the binary outcome variable “Urgent Colonoscopy” modelled as a function of continuous FIT values. Predicted probabilities were used to calculate the net benefit across threshold probabilities ranging from 0 to 1 (in 0.01 increments), classifying patients as high or low risk based on each threshold [19,20,21,22].
2.4. Ethical Approval
3. Results
3.1. The Accuracy of FIT in Predicting CRC, Polyp, and CCC (Urgent)
3.2. Threshold-Based Analysis
3.3. Decision Curve and Cost–Benefit Analysis for FIT Thresholds to Minimise CCC
4. Discussion
Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
AI | Artificial Intelligence |
BSG | British Society of Gastroenterology |
CCC | CCE-to-Colonoscopy Conversion |
CCE | Colon Capsule Endoscopy |
COVID-19 | Coronavirus Disease 2019 |
CR | Completion Rate |
CRC | Colorectal Cancer |
CT | Computed Tomography |
CTC | CT Colonography |
ESGE | European Society of Gastrointestinal Endoscopy |
GI | Gastrointestinal |
NHS | National Health Service |
NPV | Negative Predicted Value |
PCE | Panenteric Capsule Endoscopy |
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Number of included patients | 1531 |
Age (mean) | 65.4 ± 14.3 |
Sex | |
Male | 664 (43.4) |
Female | 867 (56.6) |
Indications | |
Asymptomatic IDA | 757 (49.4) |
FIT positive | 250 (16.3) |
Dyspepsia | 29 (1.9) |
Rectal bleeding | 49 (3.2) |
Dysphagia | 24 (1.6) |
Change in bowel habit | 52 (3.4) |
Weight loss | 80 (5.2) |
Abnormal imaging | 18 (1.2) |
Abdominal pain | 55 (3.6) |
Diarrhoea | 18 (1.2) |
Other * | 199 (13) |
Smoking | |
Smoker | 79 (5.2) |
Non-smoker | 447 (29.2) |
Ex-smoker | 211 (13.8) |
Missing data | 794 (51.8) |
FIT level (μg/g) | |
Median | 16 |
Mean | 77.8 ± 122.5 |
Bowel preparation | |
Adequate | 641 (41.9) |
Poor | 40 (2.6) |
Missing data | 850 (55.5) |
Haemoglobin | 112.2 ± 19.1 |
Significant Findings | |
Normal | 630 (41.1) |
Polyp | 534 (34.9) |
Diverticulosis (Only) | 123 (8.0) |
CRC | 103 (6.7) |
Angioectasia | 15 (1.0) |
IBD | 47 (3.1) |
Lymphoma | 4 (0.3) |
Other findings ** | 75 (4.9) |
Number patients with advanced polyps (≥10 mm) | 211 (13.8) |
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Lei, I.I.; O’Connell, N.; Adu-Darko, M.A.; Parambil, J.; Suresh, V.; Mc Donnell, K.; Newville, J.; Chaplin, K.; Siyambalapityage, D.; Khan, A.; et al. From Stool to Scope: Optimising FIT Thresholds to Guide Future Panenteric Capsule Endoscopy and Reduce Colonoscopy Burden in Iron Deficiency Anaemia. Cancers 2025, 17, 1951. https://doi.org/10.3390/cancers17121951
Lei II, O’Connell N, Adu-Darko MA, Parambil J, Suresh V, Mc Donnell K, Newville J, Chaplin K, Siyambalapityage D, Khan A, et al. From Stool to Scope: Optimising FIT Thresholds to Guide Future Panenteric Capsule Endoscopy and Reduce Colonoscopy Burden in Iron Deficiency Anaemia. Cancers. 2025; 17(12):1951. https://doi.org/10.3390/cancers17121951
Chicago/Turabian StyleLei, Ian Io, Nicola O’Connell, Michael Agyekum Adu-Darko, Jessiya Parambil, Vishnupriya Suresh, Kiara Mc Donnell, Jessie Newville, Kirsten Chaplin, Deekshi Siyambalapityage, Asad Khan, and et al. 2025. "From Stool to Scope: Optimising FIT Thresholds to Guide Future Panenteric Capsule Endoscopy and Reduce Colonoscopy Burden in Iron Deficiency Anaemia" Cancers 17, no. 12: 1951. https://doi.org/10.3390/cancers17121951
APA StyleLei, I. I., O’Connell, N., Adu-Darko, M. A., Parambil, J., Suresh, V., Mc Donnell, K., Newville, J., Chaplin, K., Siyambalapityage, D., Khan, A., Muhammad, U., Emil, J., Abbas, M., Kanji, Z., Khalil, O., Alam, H., Bennett, A., Soanes, H., Bhattacharyya, A., ... Arasaradnam, R. P. (2025). From Stool to Scope: Optimising FIT Thresholds to Guide Future Panenteric Capsule Endoscopy and Reduce Colonoscopy Burden in Iron Deficiency Anaemia. Cancers, 17(12), 1951. https://doi.org/10.3390/cancers17121951