Cited by 77Statistical Methods in Clinical TrialsPharmaceutical studies and practicesComputational Drug Discovery Methods

FDA Advisory Meeting Clinical Pharmacology Review Utilizes a Quantitative Systems Pharmacology (QSP) Model: A Watershed Moment?

Open access
Peterson, MC, Riggs, MM·2015·CPT: Pharmacometrics & Systems Pharmacology

Abstract

In the evolving discipline of quantitative systems pharmacology (QSP), QSP model (QSPM) applications are expanding. Recently, a QSPM was used by US Food and Drug Administration (FDA) clinical pharmacologists to evaluate the appropriateness of a proposed dosing regimen for a new biologic. This application expands the use-horizon for QSPMs into the regulatory domain. Here we retrace the evolution of the model and suggest a question-based approach to directing model scope, identifying applications, and understanding overall QSPM value.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1002/psp4.20

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The ease of reproducibility is critical if QSP is to play a greater role in drug development and regulatory decisions.

    “The ease of reproducibility is also critical if QSP is to play a greater role in drug development and regulatory decisions.8”

    From Reproducibility of Quantitative Systems Pharmacology Models: Current Challenges and Future Opportunities (2019) · cites this paper as [8]

    In “QSP Enters the Regulatory Arena” (page unavailable), the paper says regulatory acceptance requires scrutiny of model parameters and validation, and describes an independent evaluation that increased confidence. It does not say that ease of reproducibility is critical to QSP’s wider use in drug development or regulatory decisions. (LLM, conf=0.76)

    Experimental — accuracy not yet measured
  • In the 2013 filing of recombinant human parathyroid hormone (rhPTH) for the treatment of hypoparathyroidism, FDA reviewers used a publicly available calcium homeostasis QSP model to explore alternative dosage regimens.

    “The US Food and Drug Administration (FDA) reviewers raised some concerns about the hypercalciuria being observed in the clinical study and used a publicly available calcium homeostasis QSP model12 to explore alternative dosage regimens.”

    From Best Practices to Maximize the Use and Reuse of Quantitative and Systems Pharmacology Models: Recommendations From the United Kingdom Quantitative and Systems Pharmacology Network (2019) · cites this paper as [11]

    The “QSP Enters the Regulatory Arena” section says FDA reviewers used an open-source QSP model to evaluate alternative dosing regimens for rhPTH treatment of hypoparathyroidism and recommended optimization because of hypercalciuria concerns. It dates the advisory meeting to September 2014 but does not establish that the application was filed in 2013. (LLM, conf=0.86)

    Experimental — accuracy not yet measured
  • In a regulatory setting, knowledge derived from a QSP model can translate into approval or rejection of a license application.

    “In a regulatory setting, the knowledge derived from a QSP model can translate into an approval (e.g., the rhPTH example11) or a rejection of the license application.”

    From Best Practices to Maximize the Use and Reuse of Quantitative and Systems Pharmacology Models: Recommendations From the United Kingdom Quantitative and Systems Pharmacology Network (2019) · cites this paper as [11]

    In “QSP Enters the Regulatory Arena” (page unavailable), the paper says FDA reviewers used a QSP model to assess the rhPTH license application and recommended further dose optimization. It does not say that the model led to approval or rejection of that application, or document either outcome for another application. (LLM, conf=0.86)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 7 · Cited by 77

Authors
Peterson, M., & Riggs, M.
Affiliations
  • Global Clinical Pharmacology, Pfizer Inc.Cambridge Massachusetts USA
  • Metrum Research GroupTariffville Connecticut USA
Venue
CPT: Pharmacometrics & Systems Pharmacology
Publisher
Wiley
Published
2015-03
Volume
4
Issue
3
Pages
189-192
ISSN
2163-8306 (ISSN-L)
OpenAlex
W1554237150
Cited by
77
References
7
Citations by year
2026: 1 · 2025: 6 · 2024: 4 · 2023: 2 · 2022: 5 · 2021: 9 · 2020: 3 · 2019: 10 · 2018: 13 · 2017: 10 · 2016: 11 · 2015: 3
FWCI
10.98
Type
journal article
Language
en
Open access
Locations
  • CPT Pharmacometrics & Systems Pharmacology (publishedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
Topics
  • Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
  • Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Pharmaceutical studies and practices
  • Physical Sciences › Computer Science › Computational Theory and Mathematics › Computational Drug Discovery Methods
Keywords
quantitative systems pharmacology, biologic drugs, regulatory applications, drug development

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review