Evidence map›Paper›PMID 27679517›Full record

ArticleThe AAPS journal2017

Development and Translational Application of an Integrated, Mechanistic Model of Antibody-Drug Conjugate Pharmacokinetics.

Siddharth Sukumaran, Crystal Zhang, Douglas D Leipold, Ola M Saad, Keyang Xu, Kapil Gadkar, Divya Samineni, Bei Wang, Marija Milojic-Blair, Montserrat Carrasco-Triguero and 4 more

Abstract read
PubMed Publisher
In one paragraph

Article in The AAPS journal, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
0.6field-weighted citation impact, top 26% 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

17 citing papers in PubMed, 26 citations in OpenAlex.

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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

14 authors at 1 institution in 1 country.

Siddharth SukumaranGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Crystal ZhangGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Douglas D LeipoldGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Ola M SaadGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Keyang XuGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Kapil GadkarGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Divya SamineniGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Bei WangGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Marija Milojic-BlairGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Montserrat Carrasco-TrigueroGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Bonnee RubinfeldGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Paul FielderGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Kedan LinGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA.
Saroja RamanujanGenentech Research and Early Development, 1 DNA Way, South San Francisco, California, 94080, USA. ramanujan.saroja@gene.com.
Genesys (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antibody drug conjugates (ADC), in which small molecule cytotoxic agents are non-specifically linked to antibodies, can enable targeted delivery of chemotherapeutics to tumor cells. ADCs are often produced and administered as a mixture of conjugated antibodies with different drug to antibody ratios (DAR) resulting in complex and heterogeneous disposition kinetics. We developed a mechanism-based platform model that can describe and predict the complex pharmacokinetic (PK) behavior of ADCs with protease-cleavable valine-citrulline (VC) linker linked to Monomethylmonomethyl auristatin F/E by incorporating known mechanisms of ADC disposition. The model includes explicit representation of all DAR species; DAR-dependent sequential deconjugation of the drug, resulting in the conversion of higher DAR to lower DAR species; and DAR-dependent antibody/ADC clearance. PK profiles of multiple analytes (total antibody, drug-conjugated antibody, and/or antibody-conjugated drug) for different ADC molecules and targets in rodents and cynomolgus monkeys were used for model development. The integrated cross-species model was successful in capturing the multi-analyte PK profiles after administration of purified ADCs with defined DAR species and ADCs with mixtures of DAR. Human PK predictions for DSTP3086S (anti-STEAP1-vc-MMAE) with the platform model agreed well with PK (total antibody and antibody-conjugated drug concentrations) measurements in the dose-ranging phase I clinical study. The integrated model is applicable to various other ADCs with different formats, conjugated drugs, and linkers, and provides a valuable tool for the exploration of mechanisms governing disposition of ADCs and enables translational predictions.

Indexed as

Models, BiologicalAnimalsAntibodies, MonoclonalAntineoplastic AgentsComputer SimulationHumansImmunoconjugatesOligopeptidesTranslational Research, BiomedicalAntibodies, MonoclonalAntineoplastic AgentsImmunoconjugatesmonomethyl auristatin Emonomethylauristatin FOligopeptidesantibody-drug conjugateclinical translationdrug deconjugationdrug-to-antibody ratio (DAR)DSTP3086Smathematical modeling

Identifiers

PMID27679517
OpenAlexW2525282064

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.