Evidence map›Paper›PMID 37344529›Full record

ArticleScientific reports2023

Application of systems biology to identify pharmacological mechanisms of thrombotic microangiopathy evoked by combined activated prothrombin complex concentrate and emicizumab.

Raquel Valls, Jonathan Wagg, Ido Paz-Priel, Gabriel Man, Laura Artigas, Georges Jaccard, Mireia Coma, Christophe Schmitt

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
1.5field-weighted citation impact, top 16% of its field
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

4 citing papers in PubMed, 1 synthesis or guideline pooled it, 5 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Review
  4. Article
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

8 authors at 2 institutions in 2 countries.

Raquel VallsAnaxomics Biotech SL, Barcelona, Spain.
Jonathan WaggRoche Innovation Center, Basel, Switzerland.
Ido Paz-PrielGenentech, Inc., South San Francisco, CA, USA.
Gabriel ManGenentech, Inc., South San Francisco, CA, USA.
Laura ArtigasAnaxomics Biotech SL, Barcelona, Spain.
Georges JaccardIridessa SA, Saint-Gingolph, Switzerland.
Mireia ComaAnaxomics Biotech SL, Barcelona, Spain.
Christophe SchmittF. Hoffmann-La Roche Ltd, Basel, Switzerland. christophe.schmitt@roche.com.
Anaxomics (Spain) · ESRoche (Switzerland) · CH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Emicizumab is a bispecific monoclonal antibody that substitutes for the function of missing or deficient factor VIII (FVIII) in people with hemophilia A (PwHA). Long-term safety and efficacy of emicizumab have been demonstrated in several clinical trials. Nevertheless, in the first of these, three cases of thrombotic microangiopathy (TMA) occurred in PwHA treated with emicizumab receiving high doses of activated prothrombin complex concentrate (aPCC), a bypassing agent used for treating breakthrough bleeds when FVIII neutralizing antibodies (inhibitors) make FVIII replacement ineffective. The aim of the present work is to offer a method to elucidate the pathophysiological and pharmacological mechanisms involved in this treatment-induced TMA. Systems biology and machine learning-based Therapeutic Performance Mapping System is a validated in silico technology that allowed us to construct models of potential mechanisms behind induced TMA. Two drug combinations were modeled and assessed: emicizumab plus aPCC and emicizumab plus recombinant activated factor VII (another bypassing agent). Our models showed that both combinations were related to activation of the coagulation cascade. However, mechanisms involved mainly in platelet activation and possibly in complement activation were detected only for emicizumab plus aPCC, potentially explaining the occurrence of TMA only in this combination.

Indexed as

Antibodies, BispecificHemophilia AThrombotic MicroangiopathiesAntibodies, Monoclonal, HumanizedBlood Coagulation FactorsFactor IXFactor VIIaFactor VIIIHumansSystems BiologyAntibodies, BispecificAntibodies, Monoclonal, HumanizedBlood Coagulation FactorsemicizumabFactor IXFactor VIIaFactor VIIIprothrombin complex concentrates

Identifiers

PMID37344529
PMCPMC10284911
OpenAlexW4381597288

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.