Your Lead QSP PK - Project Manager

Cat-powered researcher geekin' out on pharmacometrics & real-world maths. Accomplished bio-mathematician focused on mechanistic modeling (QSP, PK, ODE) for oncology & neurosciences. Collaboration-minded, results-driven, and ready to push boundaries together. I currently work at Vantage-Research, your partner in drug-dev.

QSP • PBPK • PKPD Project Management Immunology Oncology Neurology Open science Cats 😼
Professional headshot, Lyon - QSP/PK modeler

Welcome

Hello there! I am a Principal Scientist, Project Manager and QSP–PK modeler. My game is decoding biological complexity with mathematical models from ODEs to PDEs, from NCA to PBPK and QSP, to illuminate mechanisms in immunology, oncology and neurology. I love turning numbers into insights, sharing science, and collaborating across disciplines to make meaningful impact

I thrive in uncertain contexts, keep teams accountable and upbeat, and consistently deliver against project goals. From building strong teams and navigating tough discussions to resource juggling, I have got you covered

Time - Concentration - Solution

Publications, Talks, Posters, Grants & More

PhD Manuscript

📚 Publications

2023

  1. L'Hostis, A., Palgen, J. L., Perrillat-Mercerot, A., Peyronnet, E., Jacob, E., Bosley J. R., Duruisseaux M., Toueg R., Lefèvre L., Kahoul R., Ceres, N. & Monteiro, C. (2023). Knowledge-based mechanistic modeling accurately predicts disease progression with gefitinib in EGFR-mutant lung adenocarcinoma. npj Systems Biology and Applications (accepted).
  2. Jacob, E., Perrillat-Mercerot, A., Palgen, J. L., L’Hostis, A., Ceres, N., Boissel, J. P., Bosley J., Monteiro C. & Kahoul, R. (2023). Empirical methods for the validation of Time-To-Event mathematical models taking into account uncertainty and variability: Application to EGFR+ Lung Adenocarcinoma. BMC Bioinformatics (accepted).

2022

  1. Palgen, J. L., Perrillat-Mercerot, A., Ceres, N., Peyronnet, E., Coudron, M., Tixier, E., Illigens B., Bosley J., L’Hostis A. & Monteiro, C. (2022). Integration of heterogeneous biological data in multiscale mechanistic model calibration: application to lung adenocarcinoma. Acta Biotheoretica, 70(3), 1-24.
  2. Perrillat-Mercerot, A., Deliot, N., Miranville, A., Guillevin, R., & Constantin, B. (2022). Mathematical Analysis of Membrane Transporters Dynamics: A Calcium Fluxes Case Study. Acta Biotheoretica, 70(2), 1-32.

2021

  1. Perrillat-Mercerot, A., Miranville, A., Agosti, A., Rocca, E., Ciarletta, P., & Guillevin, R. (2021). Partial differential model of lactate neuro-energetics: analytic results and numerical simulations. Mathematical Medicine and Biology: A Journal of the IMA.

2019

  1. Perrillat-Mercerot, A., Guillevin C., Miranville A., & Guillevin R. (2019). Using mathematics in MRI data management for glioma assessment. Journal of Neuroradiology.
  2. Perrillat-Mercerot, A., Miranville A., Bourmeyster N., Guillevin C., Naudin M., & Guillevin R. (2019). What mathematical models can or cannot do in glioma description and understanding. Discrete & Continuous Dynamical Systems - S.
  3. Perrillat-Mercerot, A., Bourmeyster N., Guillevin C., Miranville A., & Guillevin R. (2019). Analysis of a mathematical model for the glutamate/glutamine cycle. Bulletin of Mathematical Biology, 1-20.
  4. Perrillat-Mercerot, A., Bourmeyster N., Guillevin C., Miranville A., & Guillevin R. (2019). Mathematical Modeling of Substrates Fluxes and Tumor Growth in the Brain. Acta Biotheoretica, 1-27.

2018

  1. Helal, M., Igel-Egalon, A., Lakmeche, A., Mazzocco, P., Perrillat-Mercerot, A., Pujo-Menjouet, L., Rezaei H., & Tine, L. M. (2018). Stability analysis of a steady state of a model describing Alzheimer’s disease and interactions with prion proteins. Journal of Mathematical Biology, 1-25.
  2. Guillevin C., Guillevin R., Miranville A., & Perrillat-Mercerot, A. (2018). Analysis of a mathematical model for brain lactate kinetics. Mathematical Biosciences & Engineering, 15(5), 1225-1242.

2017

  1. Guillevin R., Miranville A., & Perrillat-Mercerot A. (2017). On a reaction-diffusion system associated with brain lactate kinetics. Electronic Journal of Differential Equations, 2017(23), 1-16.

🎤 Oral Presentations

🌍 International

  • Sept. 2019
    Perrillat-Mercerot A., Investigation on complex nutrient fluxes, International Workshop Mathematical Biology on the Mediterranean Conference (MBMC), Samos (Greece)
  • May 2019
    Perrillat-Mercerot A., Substrate fluxes between cells and capillaries, Workshop Recent advances in Phase-Field modeling: from Engineering to Biology, Pavia (Italy)
  • July 2018
    Perrillat-Mercerot A., What about lactate kinetics in a (gliomatous) brain?, invited speaker at the special session Recent Advances in Mathematical Biology, Ecology, Epidemiology, and Oncology organized by Sophia Jang, Hsiu-Chuan Wei, Ting-Hui Yang, Jui-Ling Yu and Alain Miranville, The 12th AIMS Conference, Taipei (Taiwan)

🇫🇷 National

  • Sept. 2020
    Perrillat-Mercerot A., From MRS data to mathematical equations and back, Internal presentation, Grenoble.
  • March 2020
    Perrillat-Mercerot A., Modeling and study of cerebral energy metabolism, Internal presentation, Strasbourg.
  • Dec. 2019
    Perrillat-Mercerot A., Use of Mathematics in medical imaging, application to the study of brain tumors, Round table for the 80th anniversary of CNRS - Health division, Poitiers.
  • Dec. 2019
    Perrillat-Mercerot A., Models in neuro-oncology, Workshop Oncosphère Nouvelle-Aquitaine, Angoulême.
  • June 2019
    Perrillat-Mercerot A., Approach to cerebral lactate fluxes, from 1D to 3D, 39th SFBT Colloquium, Poitiers.
  • June 2019
    Perrillat-Mercerot A., Mathematics and glioma, a story of operations., 39th SFBT Colloquium, Poitiers.
  • June 2019
    Perrillat-Mercerot A., When mathematics uses operations against gliomas, ANOCEF Congress 2019, Poitiers.
  • May 2019
    Perrillat-Mercerot A., How MRI and mathematics can get together, Invited by the University of Pavia, Pavia (Italy).
  • Nov. 2018
    Perrillat-Mercerot A., When mathematics uses operations against gliomas, Young Mathematicians Forum, Femmes & Mathématiques, Orléans.
  • Nov. 2018
    Perrillat-Mercerot A., What about nutrient kinetics in a (gliomatous) brain?, Invited by Politecnico di Milano, Milan (Italy).
  • Nov. 2018
    Perrillat-Mercerot A., What about nutrient kinetics in a (gliomatous) brain?, Invited by University of Pavia, Pavia (Italy).
  • Sept. 2017
    Perrillat-Mercerot A., A model for studying tumor growth. Math and cancer day, Poitiers.
  • June 2017
    Perrillat-Mercerot A., Reduced model for lactate kinetics. 37th SFBT Colloquium, Poitiers.

🎓 Doctoral

  • Feb. 2019
    Presentation during the doctoral students seminar of the SISMI doctoral school in Poitiers.
  • Oct. 2018
    Presentation during the doctoral students seminar in Amiens at AMFA in Amiens.
  • March 2018
    Presentation at thematic days of the bio-health doctoral school in Cussac.

🧾 Presentations with support (poster & e-poster)

  • April 2026
    Patnaikuni N., Luklem T., Srinivas Duddu A., E.S.,2, Kolappurath Madathil A.,*, BC N., Thiagarajan K., Dixit N., Kumar R. Perrillat-Mercerot A., Modeling of efficacy and nausea of GLP-1 mono and dual (GLP-1/GIP) receptor agonists (RA) to support weight management and glycemic control in obese patients, QSP Conference (QSPC), Leiden.
  • June 2025
    Chadalavada S.M., Dey S., Pendsey N., Nair G., Packirisamy P., Joshi T., Rengaswamy M., Kumar R., Perrillat-Mercerot A., Build and explore your own mono and combo therapies to Optimize clinical outcomes in IBD, Population Approach Group in Europe (PAGE), Thessalinoki.
  • Oct. 2024
    Paleja B., Dutta R., Srinivasan V., Sahoo S., and Kumar R., A quantitative systems pharmacology (QSP) model framework for combined clinical efficacy and hematological toxicity predictions for antibody-drug conjugates, American Conference on Pharmacometrics, Phoenix.
  • Oct. 2024
    Perrillat-Mercerot A., Gangwar V., Bhardway A. Raman Aditya K., Sing R., Channavazzala M., Paleja B., A comprehensive multi-scale in silico approach for predicting antibody-drug conjugate clinical efficacy across oncological indications, Groupe de Métabolisme et Pharmacocinétique Meeting, Lyon.
  • June 2024
    Perrillat-Mercerot A., Gangwar V., Bhardway A. Raman Aditya K., Sing R., Channavazzala M., Paleja B., A comprehensive multi-scale in silico approach for predicting antibody-drug conjugate clinical efficacy across oncological indications, Population Approach Group in Europe (PAGE), Rome.
  • Sept. 2019
    Perrillat-Mercerot A., Bourmeyster N., Miranville A., Guillevin R., Guillevin C. Let’s make maths about lactate in the brain, 23rd ESN Biennial Meeting – 7th Conference on Molecular Mechanisms of Regulation in the Nervous System, Milan.
  • March 2018
    Perrillat-Mercerot A., Guillevin C., Guillevin R., Miranville A. Mathematical modeling of intracerebral glutamate fluxes integrating MR spectroscopy data. 45th SFNR Congress, Paris.
  • Sept. 2017
    Perrillat-Mercerot A., Guillevin C., Guillevin R., Miranville A. Data Analysis and Computation Through Imaging and Modeling – Maths Image Santé. Francophone Radiology Days – Innovation Village, Paris.
  • Sept. 2017
    Perrillat-Mercerot A., Guillevin C., Guillevin R., Miranville A. A model for studying tumor growth. Math and cancer day, Poitiers.
  • June 2017
    Perrillat-Mercerot A., Guillevin C., Guillevin R., Miranville A. Dynamics of energy substrates in the brain affected by glioma. Poster – ANOCEF Congress 2017, Nancy.

🌍 Awards, Grants & More

🎖️ Awards & Grants

  • May 2019
    EC2U grant for a laboratory exchange with the University of Pavia (Italy). (EC2U). My report: eng - fr.
  • Nov. 2018
    GDR Mamovi grant to present at the Young Mathematicians Forum. (GDR Mamovi)
  • Nov. 2018
    LYSM grant for a laboratory exchange with the University of Pavia and the Polytechnic School of Milan (Italy). (LYSM)
  • June 2017
    Delattre prize awarded for an oral presentation at the 37th SFBT Colloquium. (SFBT)
  • Sept. 2017
    GDR Mamovi grant to attend the GDR Mamovi session. (GDR Mamovi)

🌍 International & Other Activities

  • Feb 2025 - Ongoing.
    Member of the ISoP community. Community Manager for the ISoP-Connect.
  • March 2023
    Co-organization of a symposium: Credibility and Validation of knowledge-based models.
  • 2020/2022
    Member of the editorial board for Acta Biotheoretica.
  • Sept. 2022
    Organization of a symposium: Knowledge model creation: Key points and traps.
  • Oct. 2021
    Co-organization of a conference: IbOMaN, focus on treatment studies.
  • June 2020
    Co-organization of a videoconference: IbOMaN, focus on pre-treatment studies (website).
  • Sept. 2019
    International summer school "Mathematical Biology on the Mediterranean Conference (MBMC)", Samos (Greece).
  • July 2018
    Summer school "CEMRACS: Numerical and mathematical modeling for biological and medical applications: deterministic, probabilistic and statistical descriptions" in Marseille.
  • Dec. 2017
    Winter school "Winter School on Deterministic and Stochastic Models in Neuroscience" in Toulouse.
  • Sept. 2017
    GDR Mamovi session (Mathematics of Living Modelling) in Lyon. (GDR Mamovi)

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Angélique Perrillat-Mercerot, PhD, Lyon

Email: angelique.perrillat [at] gmail.com

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