MétaCan
Menu
Back to cohort
Record W3001540556 · doi:10.1038/s41467-020-14318-9

Noncoding mutations target cis-regulatory elements of the FOXA1 plexus in prostate cancer

2020· article· en· W3001540556 on OpenAlexafffund
Stanley Zhou, James R. Hawley, Fraser Soares, Giacomo Grillo, Mona Teng, Seyed Ali Madani Tonekaboni, Junjie T. Hua, Ken J. Kron, Parisa Mazrooei, Musaddeque Ahmed, Christopher Arlidge, Hwayoung Yun, Julie Livingstone, Vincent Huang, Takafumi N. Yamaguchi, Shadrielle M. G. Espiritu, Yanyun Zhu, Tesa Severson, Alex Murison, Sarina Cameron, Wilbert Zwart, Theodorus van der Kwast, Trevor J. Pugh, Michael Fraser, Paul C. Boutros, Robert G. Bristow, Housheng Hansen He, Mathieu Lupien

Bibliographic record

VenueNature Communications · 2020
Typearticle
Languageen
FieldMedicine
TopicProstate Cancer Treatment and Research
Canadian institutionsPrincess Margaret Cancer CentreOntario Institute for Cancer ResearchUniversity of TorontoUniversity Health Network
FundersCure Brain Cancer FoundationCanadian Institutes of Health ResearchKWF KankerbestrijdingProstate Cancer CanadaGovernment of OntarioPrincess Margaret Cancer FoundationOntario Institute for Cancer ResearchMovember Foundation
KeywordsFOXA1Prostate cancerTransactivationTranscription factorBiologyCancer researchAndrogen receptorProstateCancerMedicineGeneticsGene

Abstract

fetched live from OpenAlex

Prostate cancer is the second most commonly diagnosed malignancy among men worldwide. Recurrently mutated in primary and metastatic prostate tumors, FOXA1 encodes a pioneer transcription factor involved in disease onset and progression through both androgen receptor-dependent and androgen receptor-independent mechanisms. Despite its oncogenic properties however, the regulation of FOXA1 expression remains unknown. Here, we identify a set of six cis-regulatory elements in the FOXA1 regulatory plexus harboring somatic single-nucleotide variants in primary prostate tumors. We find that deletion and repression of these cis-regulatory elements significantly decreases FOXA1 expression and prostate cancer cell growth. Six of the ten single-nucleotide variants mapping to FOXA1 regulatory plexus significantly alter the transactivation potential of cis-regulatory elements by modulating the binding of transcription factors. Collectively, our results identify cis-regulatory elements within the FOXA1 plexus mutated in primary prostate tumors as potential targets for therapeutic intervention.

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.045
GPT teacher head0.377
Teacher spread0.331 · 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 designBench or experimental
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

Citations74
Published2020
Admission routes2
Has abstractyes

Explore more

Same venueNature CommunicationsSame topicProstate Cancer Treatment and ResearchFrench-language works237,207