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Risk factors and risk prediction models for colorectal cancer metastasis and recurrence: an umbrella review of systematic reviews and meta-analyses of observational studies.


ABSTRACT: BACKGROUND:There is a clear need for systematic appraisal of models/factors predicting colorectal cancer (CRC) metastasis and recurrence because clinical decisions about adjuvant treatment are taken on the basis of such variables. METHODS:We conducted an umbrella review of all systematic reviews of observational studies (with/without meta-analysis) that evaluated risk factors of CRC metastasis and recurrence. We also generated an updated synthesis of risk prediction models for CRC metastasis and recurrence. We cross-assessed individual risk factors and risk prediction models. RESULTS:Thirty-four risk factors for CRC metastasis and 17 for recurrence were investigated. Twelve of 34 and 4/17 risk factors with p?

SUBMITTER: Xu W 

PROVIDER: S-EPMC7318747 | biostudies-literature | 2020 Jun

REPOSITORIES: biostudies-literature

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Risk factors and risk prediction models for colorectal cancer metastasis and recurrence: an umbrella review of systematic reviews and meta-analyses of observational studies.

Xu Wei W   He Yazhou Y   Wang Yuming Y   Li Xue X   Young Jane J   Ioannidis John P A JPA   Dunlop Malcolm G MG   Theodoratou Evropi E  

BMC medicine 20200626 1


<h4>Background</h4>There is a clear need for systematic appraisal of models/factors predicting colorectal cancer (CRC) metastasis and recurrence because clinical decisions about adjuvant treatment are taken on the basis of such variables.<h4>Methods</h4>We conducted an umbrella review of all systematic reviews of observational studies (with/without meta-analysis) that evaluated risk factors of CRC metastasis and recurrence. We also generated an updated synthesis of risk prediction models for CRC  ...[more]

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