Quantmetrics
Pharmacometrics and MIDD consulting

Model-informed decisions you can defend

MIDD for pharma and biotech: clinical development, preclinical and translational PK/PD, PBPK, and virtual trials for complex generics and biosimilars, plus NCA and toxicokinetic analysis with submission-ready TFLs. Strategy and hands-on execution, from the first question to the regulatory submission.

15+ years
At Director level in industry and CROs
50+ clients
Pharma and biotech, worldwide
End to end
Preclinical through filing, no handoff
AUC 0 4 8 12 16 20 24 Cmax Tmax Time (hours) Plasma concentration

What we offer

Four service areas

We start from your question, design the MIDD strategy, execute it and deliver toward submission, for internal and regulatory decisions.

Strategic and hands-on MIDD for clinical development

A model-informed plan for the clinical programme, and the analyses that carry it out, documented in line with ICH M15.

Preclinical and translational PK/PD modeling

From animal data to a human dose you can defend.

PBPK modeling

Predicting exposure where it has not been measured, to decide which clinical studies are still needed.

Virtual BE and PK-similarity trials

Bioequivalence for complex generics and PK similarity for biosimilars, simulated before the pivotal study is committed.

Core PK services

PK and TK analysis

Non-compartmental analysis and toxicokinetics for preclinical and clinical studies, delivered as a standalone package or as the base of a modeling programme.

  • NCA
  • Toxicokinetics
  • Safety margins
  • TFLs
  • ADaM PK datasets
How we run NCA and TK

Quality

Built for regulatory scrutiny

Every analysis is done to the standard a regulator expects, from the first day of the project.

Industry-standard tools

The platforms regulators know and expect to see in a submission.

GxP-compliant environment

Controlled, documented and version-controlled, so every number can be traced and reproduced.

Submission-ready by default

Datasets, code, models and reports are built to submission standard from the start.

Who you work with

You talk to the modeller, and the team scales to the project

Dr Raphael Bilgraer

Dr Raphael Bilgraer

Founder and Principal Modeller, Pharm.D, Ph.D

15+ years of experience at Director level in the pharmaceutical industry and at CROs. Pharm.D and Ph.D in Biomedical Sciences, Paris University. Every engagement is led personally, with additional pharmacokineticists and clinical pharmacology experts brought in as the project requires.

MIDD in practice

Where a model changes the decision

Illustrative applications drawn from regulatory guidance and the literature, not accounts of client work.

Translational First-in-human IND / CTA

Setting the first dose in humans

The situation

The animal model works and GLP toxicology is done. Now the starting dose has to be defended in an IND or CTA.

What we do

  • Predict human PK by allometry and by PBPK, then reconcile
  • Find the driver of effect: peak, AUC, or time above threshold
  • Translate on exposure, not dose

What you get

  • Predicted human profile, assumptions stated
  • Starting dose and escalation, with the rationale
  • A Phase I sampling schedule that informs the model

Regulatory basis

The starting dose is among the first things a reviewer scrutinises. A rationale tied to the toxicology exposures is far easier to defend than an unexplained scaling factor.

FDA, Estimating the Maximum Safe Starting Dose

Population PK PK/PD Phase 2

Choosing the Phase 2 dose

The situation

First-in-human is complete. The single and multiple ascending dose data are in, and the Phase 2 dose now has to be chosen and justified.

What we do

  • Characterise the PK profile across the dose range
  • Find the sources of variability that actually matter
  • Simulate candidate doses against the exposure target

What you get

  • A population PK model, covariates documented
  • The recommended Phase 2 dose, with the simulations behind it
  • A Phase 2 sampling plan that keeps the model learning

Regulatory basis

FDA's population PK guidance describes using population analyses to identify the factors that explain variability in exposure and to inform dosing. Applied to the first-in-human data, it gives the Phase 2 dose a quantitative basis rather than resting on tolerability alone.

FDA, Population Pharmacokinetics

Have a question a model could answer?

Tell us about the molecule, the stage you are at, and the decision you need to make. We will come back with an honest read on what modeling can and cannot settle.