Arrhythmias & electrophysiology

Risk of cancer following presentation with new-onset atrial fibrillation using data from UK national databases

EuropacePublished Prediction model development and validation study

Authors' conclusion

Most of the identified potential risk factors for cancer in the AF population are also associated with cardiovascular disease. The 1-year cancer prediction models showed moderate to good predictive performance

Study context

Population
Patients with new atrial fibrillation (AF) and no previous cancer, UK linked primary and secondary care data, January 1998–May 2016
Participants
163,549 patients
Outcome
Cancer incidence after AF diagnosis
Follow-up
1 year
Methodological detailsTRIPOD methodology, ridge-penalized multivariable logistic regression, 70% derivation / 30% validation
  • TRIPOD methodology
  • Ridge-penalized multivariable logistic regression
  • 70% derivation / 30% validation

Performance

As reported in the abstract

Discrimination of 1-year cancer prediction models (validation set)
C-statistic, all cancer in men
0.69 (0.68-0.70)
C-statistic, all cancer in women
0.63 (0.62-0.65)
C-statistic, lung cancer
0.70 (0.68-0.73)
C-statistic, colorectal cancer
0.70 (0.66-0.73)
C-statistic, breast cancer
0.59 (0.53-0.65)
C-statistic, prostate cancer
0.78 (0.72-0.84)

Further findings

Predictors of cancer

Age associated with increased risk across all cancer types
Socioeconomic deprivation, smoking, excessive alcohol intake, family history of cancer, CKD, anaemia and several cancer-related symptoms and signs (e.g. rectal bleeding, loss of appetite) associated with increased risk in ≥1 cancer type

Original publication

Risk of cancer following presentation with new-onset atrial fibrillation using data from UK national databases. Europace. Published 11 December 2025. doi:10.1093/europace/euaf319

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