RECANTHIA

Breast cancer · France · Where we start

Know, before treating,
who will respond to immunotherapy.

In triple-negative breast cancer, nearly 40% of patients do not achieve a complete pathological response after chemo-immunotherapy with pembrolizumab. Recanthia reads the activity of the tumour’s master regulators to understand and predict that response: first as research services for industry from 2027, then, after validation, as clinical decision support.

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Breast cancer · France

Triple-negative × pembrolizumab

The question we want to answer, before treatment:

  1. A biopsyThe tumour sample taken at diagnosis.
  2. Tumour RNAWhich genes are active.
  3. Master regulatorsA few conductors that summarise its state.
  4. Response to pembrolizumab
    Will respondWill not respond
First focusTriple-negative breast cancer

Research-stage approach: not a test available today.

01 / Where we start

Breast cancer in France, and one precise question.

Breast cancer is the most common cancer in women in France. We start with one of its hardest forms, triple-negative disease, and one specific treatment, pembrolizumab.

61,214

new breast cancer cases in France in 2023. [E2] INCa

1 in 8

women affected during their lifetime. [E1] Ameli

12,765

breast cancer deaths in 2023. [E2] INCa

≈ 15%

of breast cancers are triple-negative, often in young women. Institut Curie, based on INCa

≈ 6,640

patients per year: estimated target population for chemo-immunotherapy in high-risk early triple-negative disease. [E3] HAS, 2022

Nearly 40%

without a complete pathological response after chemo-immunotherapy: 36% in the KEYNOTE-522 trial. [E4] EMA

Why start here

A measurable need

A large share of patients do not get the expected benefit from pembrolizumab, and no validated test can tell in advance which ones.

A heavy, costly treatment

About €64,000 additional cost per patient versus chemotherapy alone (HAS, 2023), and immune-related side effects that can be long-lasting.

Expertise on site

Two CRCLille teams and BRCA.cRegMap, a transcriptomic platform built specifically on breast cancer.

Context figures: they describe the disease and the treatment, not the performance of Recanthia.

02 / Our offer

A concrete offer: triple-negative × pembrolizumab.

We start with one precise case to demonstrate the value of the approach, before extending it to other treatments and other cancers.

Step 1 · From 2027

Research services for industry

  • Response and resistance profiles to pembrolizumab in public and partner cohorts.
  • Resistance mechanisms and candidate targets for combinations.
  • Evaluation of candidate molecules against these profiles.

For pharma, biotechs and CROs developing triple-negative treatments or immunotherapy combinations.

Assess feasibility

Step 2 · 2028–2030

Validation

  • Independent cohorts and reproducibility.
  • Clinical studies with partner centres.
  • Quality and regulatory preparation.

For clinical and academic teams who want to test the signature against real-world care.

Collaborate with us

Step 3 · By 2031–2032

Clinical decision support

  • A tool to inform treatment choice before pembrolizumab.
  • Then other treatments and cancers: lung, head & neck, melanoma.

After clinical validation and approval: this is not a test available today.

Support the project

Target timeline, conditional on results, partners and funding.

03 / Science

From tumour data to biological insight.

By studying regulatory programmes alongside available treatment and clinical data, we aim to reveal response-associated profiles and generate testable hypotheses about sensitivity and resistance.

  1. 01

    Profile

    Transcriptomic data, clinical metadata and treatment response where available.

  2. 02

    Interpret

    Regulatory activity and biological programmes, compared across groups and cohorts.

  3. 03

    Prioritise

    Candidate mechanisms, targets, signatures and the experiments needed to test them.

Starting point: triple-negative breast cancer

Our first research programme studies response to immunotherapy in triple-negative breast cancer. Extensions to other tumour types, such as lung and head and neck cancers, and to other treatments are envisaged.

Research stage: our findings are hypotheses that require independent and functional validation. We do not publish performance figures before independent, approved results.

Clinical context: immunotherapy in early triple-negative breast cancer

In the final pathological complete response (pCR) analysis of KEYNOTE-522, 428 of 669 patients treated with pembrolizumab plus chemotherapy reached pCR (64.0%). About 36% therefore did not reach a complete histological response at surgery — which does not mean they derived no benefit. [E4]

In France, the Haute Autorité de santé estimated the target population for this indication at about 6,640 patients per year (December 2022 estimate, not a count of treated patients). [E3]

04 / Research services

Three entry points for R&D teams.

Each project is scoped around your scientific question. We are preparing our B2B research services for launch in 2027 and seeking our first pilot partners. Clinical use is a future development that will require its own validation.

Characterise response

Candidate molecules

Explore profiles associated with response or resistance in the available data.

Deliverables
Subgroups, sensitivity analyses, figures, limits and validation leads.
For
Biotech, pharma and discovery teams.
Learn more
Reveal mechanisms

Targets and unmet needs

Investigate biological programmes, candidate targets and potential escape mechanisms.

Deliverables
Ranked hypotheses and suggested experiments.
For
Laboratories and translational research teams.
Learn more
Map populations

Relevant populations

Estimate how often profiles of interest occur in defined cohorts, with explicit transfer assumptions.

Deliverables
Segmentation, potentially concerned populations and data needs.
For
R&D strategy, studies and development.
Learn more

How a project works

  1. 1Scoping

    Biological question, candidate, indication, cohorts, response criteria and expected deliverables.

  2. 2Feasibility

    Data availability and rights of use, metadata quality, power and comparability limits.

  3. 3Analysis

    Defined analysis plan, quality control, regulatory programme analysis and clinical context.

  4. 4Interpretation

    Robust versus exploratory findings, uncertainties, confounders and mechanistic hypotheses.

  5. 5Delivery

    Report, usable figures, scientific presentation and proposed next validations.

Tell us about your candidate, dataset or research question.
Project-based pricing — request a proposal.

Discuss your R&D project Download the brochure (PDF)

05 / Roadmap

From research services to clinical ambition.

A target timeline, conditional on results, partners and funding.

  1. 2027

    Launch B2B services

    Scope the offer, run first pilots, deliver reports and a reproducible analytical pipeline.

    Needs Pilot clients • data • funding

  2. 2028

    Strengthen the evidence

    Independent cohorts, biological validation and clinical context.

    Needs Academic teams • cohorts • quality

  3. 2029–2030

    Prepare clinical use

    Studies, analytical and clinical performance, regulatory file and quality organisation.

    Needs Clinical centres • regulatory expertise

  4. 2031–2032

    Aim for clinical access

    Assess clinical utility, reimbursement pathways and deployment.

    Needs Dedicated funding • clinicians • market access

Clinical use, compliance, insurance and reimbursement are development goals, not achievements or guaranteed dates.

06 / Team

The people behind Recanthia.

Cancer biology and computational analysis, brought together around therapeutic response.

Co-founders

Portrait of Maxime Grember

Maxime Grember

Co-founder • CEO

Maxime is a cancer biology PhD researcher at the University of Lille, studying tumour plasticity and brain metastases in triple-negative breast cancer. He leads Recanthia’s business development and company structuring, while contributing to experimental validation.

Portrait of Nathan Horochowska Laneret

Nathan Horochowska Laneret

Co-founder • CTO

Nathan holds a PhD from the University of Lille and developed BRCA.cRegMap during his doctoral research. His work combines transcriptomic analysis, regulatory networks and clinical data to explore tumour biology and therapeutic response.

Scientific & Strategic Advisory Board

An advisory board that brings expertise, scientific perspective and network.

Portrait of Robert-Alain Toillon

Robert-Alain Toillon

Scientific Advisor

Robert-Alain contributes expertise in breast cancer biology, preclinical research and functional validation, supporting the scientific and translational direction of the project.

Portrait of Mohamed Elati

Mohamed Elati

Scientific Advisor • Data & AI

Mohamed contributes expertise in computational methods, regulatory networks and biological data interpretation.

Portrait of Wajdi Dhifli

Wajdi Dhifli

Scientific Advisor • Data & AI

Wajdi contributes data and AI expertise to methodological discussions and the structuring of analytical workflows.

Portrait of Erwan Bogaert

Erwan Bogaert

Founding Scientific & Strategic Advisor

Erwan contributes to experimental validation, scientific discussions and the development of Recanthia’s network and communication materials, supporting the project from its formative stages.

07 / Potential impact

Scientific and economic value.

Better understanding treatment response could inform research priorities and, after clinical validation, support more relevant care. These are potential benefits to investigate, not demonstrated outcomes of Recanthia.

Prioritise the next research decision.

Connect molecular mechanisms, candidate response and the populations represented in the data.

Targets and mechanisms

Generate hypotheses about sensitivity, resistance and therapeutic gaps to guide the next experiments.

Candidate molecules

Characterise response-associated profiles and explore differences between groups, with explicit uncertainty.

Relevant populations

Estimate the prevalence of profiles in defined cohorts to inform study design and population hypotheses.

Expected research outputs depend on available data. A cohort segment is not an established addressable market or evidence of clinical benefit.

Build evidence for more relevant care.

Our clinical ambition is to help understand which patients may benefit from a treatment, and why.

Treatment relevance

Investigate whether molecular profiles could improve the assessment of expected treatment benefit.

Patient experience

Evaluate possible effects on quality of life and treatment burden in future clinical studies.

Evidence first

Establish analytical validity, clinical validity and clinical utility before any use in care.

Clinical benefit remains to be demonstrated. Recanthia currently develops research services and does not provide treatment or dosing recommendations.

Evaluate the whole care pathway.

A future health-economic study would compare outcomes and resource use, with actual treatment pathways and an appropriate comparator.

Medicine purchase

Separate the published tariff from actual net acquisition costs and the duration of treatment.

Administration

Account for preparation, infusion, monitoring and professional time.

Adverse events

Measure the resources used to prevent, monitor and manage adverse events.

Hospital care

Identify hospital stays, consultations and other care without counting the same resource twice.

These are distinct cost categories to measure. No reduction in resource use or healthcare expenditure has yet been demonstrated for Recanthia.

Keep each perspective visible.

The effects beyond direct medical costs also need to be studied, from the perspective of each person or organisation concerned.

Sick leave

Study work absence and lost working time using a defined method and time horizon.

Patient out-of-pocket costs

Document expenses actually borne by patients and families, separately from reimbursed care.

Employer impact

Examine absence, replacement and workplace adjustments from the employer’s perspective.

These perspectives must not be added together without addressing overlaps. No societal saving is claimed at this stage.

08 / Development & innovation

Turning research into a venture.

Applications and conversations that support the next stage of the project.

Application submitted

PUI

The application has been submitted. Final panel on 20 November 2026; results announced by the organiser on 1 December 2026.

Application in preparation

We.Pulse

Application to Eurasanté’s We.Pulse support programme in preparation, with its presentation video.

Status at 10 November 2026, as reported by the founders; dates from the organisers’ pages. These are application milestones: no award, admission or funding is claimed.

Current needs

  • Pilot partners
  • Cohort access
  • Regulatory expertise
  • IP advice
  • Funding for validation
  • Introductions
See how to collaborate →

Help us reach the next milestones.

We are seeking pilot partners, well-characterised cohorts, introductions and funding to build the evidence and prepare our B2B services. Funding needs and their allocation are available through a direct discussion.

09 / Partner with us

Help build what comes next.

Tell us how you would like to contribute. Each button opens a pre-filled email draft.

Research partners

Bring a candidate, dataset or biological question. Let’s explore a focused research collaboration.

Discuss an R&D project

Clinical & academic partners

Help connect molecular findings with clinical reality through well-characterised cohorts and independent validation.

Propose a collaboration

Funding & ecosystem partners

Support the next milestones: B2B pilots, independent validation and the preparation of future clinical development.

Talk about funding

10 / News

What we’re building.

· Project update

Our first R&D pilots

We are preparing exploratory projects on therapeutic response in oncology, starting with breast cancer. We welcome conversations with teams developing candidate therapies or studying response in tumour cohorts.

Feasibility

Assess the feasibility of your project.

Four questions to prepare a structured first email. Nothing is stored on this site: the button opens a draft in your email application.

Please do not include patient data or confidential material.

11 / Contact

Let’s talk about your project.

Tell us what decision you are trying to make and what kind of data you have. We will discuss the scope and the evidence a project could deliver.

All the ways to reach us →