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Mechanism & biomarker studies

Relate tissue, functional and molecular changes to the observed phenotype and identify response-associated biomarker candidates for further validation.

H&E, CD31 and HEP-1 immunohistochemistry in HCC source tissue and PDOView image
Model & assay data

Mechanism and biomarkers across models

Connect tissue identity, molecular response and functional phenotype

HCC tissue–PDO histology and marker comparisons, kidney-injury qPCR and intestinal tight-junction imaging show how tissue, molecular and functional readouts can be combined around different mechanism questions.

Study focus

What this study can help you decide

  1. 01Which pathways change with the observed phenotype?
  2. 02Which biomarkers best distinguish response groups?
  3. 03Which results support the next study?

Study workflow

Connect reproducible phenotypes to mechanism and prioritize biomarker candidates

Compare baseline features, treatment response and mechanism readouts within the same model and batch context, then confirm key associations in additional samples, with orthogonal methods or repeat perturbation.

01

Phenotype and comparison groups

Define the most reliable functional phenotype and create comparison groups by response, model feature, dose or time.

02

Mechanism-focused readout panel

Select histology, imaging, flow, qPCR, protein or secreted readouts around the candidate pathway so every readout serves the scientific question.

03

Data integration and biomarker candidates

Compare baseline features, treatment response and mechanism readouts within model and batch context to identify reproducible response-associated candidates.

04

Independent validation of candidate markers

Confirm key findings in additional samples, with orthogonal methods or repeat perturbation, then assess candidate-marker reproducibility and its relevance to mechanism or response groups.

Expected study outputs

What you receive

01

Phenotype and molecular data

Functional, morphological, histological and molecular results from the agreed assays, with model and batch information.

02

Mechanistic insights & candidate markers

Integrate supporting findings, identify associations for follow-up testing and explain how candidate markers were selected.

03

Follow-up priorities and plan

Prioritized findings, orthogonal confirmation methods and additional sample requirements for the next study.

Relevant model systems

Recommended model systems

Study design

TRiCBIO studies in IBD barrier biology, kidney injury, tumor apoptosis and tumor immunity combine morphological, functional and molecular readouts. Candidate signals can then be advanced through additional samples, orthogonal methods and prespecified analyses to support mechanism and follow-on biomarker research.

PROJECT DISCUSSION

Connect phenotype and mechanism

Bring the observed phenotype, comparison groups, available data and mechanism hypothesis. Our scientists will connect molecular, functional and orthogonal assays around that question.