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Record W4394812519 · doi:10.21203/rs.3.rs-4238470/v1

Incidences of colorectal adenomas and cancers under colonoscopy surveillance suggest an accelerated “Big Bang” pathway to CRC in three of the four Lynch syndromes

2024· preprint· en· W4394812519 on OpenAlexaff
Pål Møller, Saski Haupt, Aysel Ahadova, Matthias Kloor, Julian R. Sampson, Lone Sunde, Toni T. Seppälä, John Burn, Inge Bernstein, Gabriel Capellá, D. Gareth Evans, Annika Lindblom, Ingrid Winship, Finlay Macrae, Lior H. Katz, Ido Laish, E Vainer, Kevin Monahan, Elizabeth Half, Karoline Horisberger, Leandro Apolinário da Silva, Vincent Heuveline, Christina Therkildsen, Charlotte Kvist Lautrup, Louvise L Klarskov, Giulia Martina Cavestro, Gabriela Möslein, Eivind Hovig, Mev Dominguez–Valentin

Bibliographic record

VenueResearch Square · 2024
Typepreprint
Languageen
FieldMedicine
TopicGenetic factors in colorectal cancer
Canadian institutionsRoyal Ottawa Mental Health Centre
Fundersnot available
KeywordsMSH6ColonoscopyPMS2MedicineLynch syndromeMLH1Colorectal cancerMSH2Internal medicineAdenomaIncidence (geometry)MalignancyGastroenterologyOncologyCancerDNA mismatch repair

Abstract

fetched live from OpenAlex

Abstract Background: Colorectal cancers (CRCs) in the Lynch syndromes have been assumed to emerge through an accelerated adenoma-carcinoma pathway. In this model adenomas with deficient mismatch repair have an increased probability of acquiring additional cancer driver mutation(s) resulting in more rapid progression to malignancy. If this model was accurate, the success of colonoscopy in preventing CRC would be a function of the intervals between colonoscopies and mean sojourn time of detectable adenomas. Contrary to expectations, colonoscopy did not decrease incidence of CRC in the Lynch syndromes and shorter colonoscopy intervals have not been effective in reducing CRC incidence. The prospective Lynch Syndrome Database [PLSD) was designed to examine these issues in carriers of pathogenic variants of the mis-match repair [path_MMR) genes. Material and methods: We examined the CRC and colorectal adenoma incidences in 3,574 path_MLH1, path_MSH2, path_MSH6 and path_PMS2 carriers subjected to regular colonoscopy with polypectomy, and considered the results based on sojourn times and stochastic probability paradigms. Results: Most of the path_MMR carriers in each genetic group had no adenomas. There was no association between incidences of CRC and the presence of adenomas. There was no CRC observed in path_PMS2 carriers. Conclusions: Colonoscopy prevented CRC in path_PMS2 carriers but not in the others. The findings are consistent with colonoscopy surveillance blocking the adenoma-carcinoma pathway by removing adenomas which might otherwise become CRCs. However, in carriers other than path_PMS2, most CRCs observed in carriers subjected to colonoscopy likely arise from dMMR cells in the crypts that have an increased mutation rate with increased stochastic chaotic probabilities for mutations. This mechanism, that may be associated with no or only a short sojourn time of MSI tumours as adenomas, could explain the findings in our previous and current reports.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.135
GPT teacher head0.406
Teacher spread0.271 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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