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Record W4408725747 · doi:10.1038/s41598-025-94666-y

Tryptic oncopeptide secreted from the gut bacterium Cronobacter malonaticus PO3 promotes colorectal cancer

2025· article· en· W4408725747 on OpenAlexaff
Rajesh P. Shastry, Asif Hameed, Shukla Banerjee, Ashwini Prabhu, Sukesh Kumar Bajire, S. R. Pavan, Honagodu Ravichandra Dhanyashree, Chinmaya Narayana Kotimoole, Paul Stothard, Suprith Surya, Thottethodi Subrahmanya Keshava Prasad, Rohan Shetty, Fo‐Ting Shen, Yashodhar P. Bhandary

Bibliographic record

VenueScientific Reports · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicEnterobacteriaceae and Cronobacter Research
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsColorectal cancerCell growthCancer researchDysplasiaIn vivoBiologyCancerMolecular biologyMedicinePathologyInternal medicineBiochemistry

Abstract

fetched live from OpenAlex

The involvement of Cronobacter, which is frequently associated with meningitis and necrotizing enterocolitis, in human colorectal cancer remains unexplored. In this study, we isolate and characterize a novel strain of C. malonaticus designated PO3 from a fecal sample of a colon cancer patient and demonstrate its proliferative effects on colorectal cancer both in vitro and in vivo. The secretome of PO3 significantly promoted cell proliferation, as evidenced by increased cell viability, fluorescence intensity, and Ki-67 expression, without inducing cell death. Furthermore, using high-resolution mass spectrometry (HRMS), we identified a novel tryptic oncopeptide designated P506, in the PO3 secretome that promotes colorectal cancer. Synthetic P506 further stimulated human colorectal adenocarcinoma cell line HT-29 cell proliferation in a dose-dependent manner. Experiments with the BALB/c mouse model in vivo revealed that both the PO3 secretome and P506 contributed to the development of colorectal polyps and associated histological changes, including dysplasia and altered colonic architecture. These findings suggest that P506, a potent peptide from the PO3 secretome, may have oncogenic potential, promoting colorectal cancer progression.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.246
Threshold uncertainty score0.707

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.009
GPT teacher head0.275
Teacher spread0.266 · 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 teacher head, 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

Citations2
Published2025
Admission routes1
Has abstractyes

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