Evidence map›Paper›PMID 42141707›Full record

ArticleClinical pharmacology and therapeutics2026

Systems Pharmacology Approach to Paroxysmal Nocturnal Hemoglobinuria: Quantitative Framework for Biomarker Dynamics across Multi-Mechanistic Therapies.

Allison Cruikshank, Yuching Yang, Guansheng Liu, Jiang Liu, Hao Zhu

Abstract read
In one paragraph

Article in Clinical pharmacology and therapeutics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Allison CruikshankMathematics Department, Duke University, Durham, North Carolina, USA.ORCID https://orcid.org/0000-0002-4780-4984
Yuching YangDivision of Pharmacometrics, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA.ORCID https://orcid.org/0000-0001-8982-4863
Guansheng LiuPharmacometrics Translational Sciences, Eisai Co., Ltds, Nutley, New Jersey, USA.ORCID https://orcid.org/0000-0002-4801-1919
Jiang LiuDivision of Pharmacometrics, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA.ORCID https://orcid.org/0000-0002-5755-3904
Hao ZhuDivision of Pharmacometrics, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA.ORCID https://orcid.org/0000-0002-3858-2048

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Paroxysmal nocturnal hemoglobinuria (PNH) is a rare and life-threatening hematologic disorder driven by complement-mediated destruction of red blood cells. Although complement inhibitors have transformed PNH management, clinical responses vary across therapeutic classes because intravascular and extravascular hemolysis contribute differently to disease manifestations. Existing quantitative systems pharmacology (QSP) models of the complement system have improved understanding of PNH dynamics but primarily represent intravascular hemolysis and therefore do not fully explain biomarker patterns observed with all available treatments. In this study, we extend a published QSP model of the alternative complement pathway to incorporate mechanisms of extravascular hemolysis. The updated model integrates clinical pharmacokinetic and pharmacodynamic data from phase III trials of C5, C3, and factor B inhibitors and characterizes biomarker responses, including lactate dehydrogenase and circulating hemoglobin. By capturing both intravascular and extravascular processes, the model reproduces differences in therapeutic effects across complement inhibitor classes and provides a more complete mechanistic representation of complement-mediated hemolysis in PNH. The expanded model enables evaluation of drug targets throughout the complement cascade and supports prediction of biomarker dynamics, dose and regimen effects, and sources of patient variability. This work establishes a translational framework that can inform therapeutic development and guide the design of future studies for complement-mediated diseases.

Identifiers

PMID42141707
PMCPMC13339265

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.