QSAR Model Reporting Format (QMRF) of VEGA models
VERA
March 9, 2023
ToxEraser Solvents
January 20, 2022
the QSAR Model Reporting Format (QMRF) is a harmonised template for summarising and reporting key information relating to QSAR models.

Triebe et al., 2017

 

In this page the available QMRF of each VEGA model is listed, grouped within the six VEGA thematic areas:

Human Toxicology


Genotoxicity/Mutagenicity

Mutagenicity CONSENSUS

Author: IRFMN
Version: 1.0.4

QMRF

Mutagenicity CAESAR

Author: IRFMN
Version: 2.1.13

QMRF

Mutagenicity SARpy

Author: IRFMN
Version: 1.0.8

QMRF

Mutagenicity ISS

Author: IRFMN
Version: 1.0.3

QMRF

Mutagenicity KNN

Author: IRFMN
Version: 1.0.1

QMRF

Chromosomal aberration CORAL

Author: IRFMN
Version: 1.0.1

QMRF

In Vitro micronucleus

Author: IRFMN
Version: 1.0.1

QMRF

In Vivo micronucleus

Author: IRFMN
Version: 1.0.2

QMRF
Carcinogenicity

Carcinogenicity CAESAR

Author: IRFMN
Version: 2.1.10

QMRF

Carcinogenicity ISS

Author: IRFMN
Version: 1.0.3

QMRF

Carcinogenicity ANTARES

Author: IRFMN
Version: 1.0.1

QMRF

Carcinogenicity ISSCAN

Author: IRFMN
Version: 1.0.2

QMRF

Carcinogenicity SFO class

Author: IRFMN
Version: 1.0.1

QMRF

Carcinogenicity SFO reg

Author: IRFMN
Version: 1.0.1

QMRF

Carcinogenicity SFI class

Author: IRFMN
Version: 1.0.1

QMRF

Carcinogenicity SFI reg

Author: IRFMN
Version: 1.0.1

QMRF

Carcinogenicity female Rat

Author: IRFMN
Version: 1.0.0

not available

Carcinogenicity male Rat

Author: IRFMN
Version: 1.0.0

not available
Developmental Toxicity

Developmental Toxicity CAESAR

Author: IRFMN
Version: 2.1.8

QMRF

Developmental/Reproductive Toxicity CORAL

Author: IRFMN
Version: 1.1.2

QMRF

Zebrafish embryo AC50

Author: IRFMN
Version: 1.0.1

QMRF
Endocrine Disruption

Estrogen Receptor RBA

Author: IRFMN
Version: 1.0.2

QMRF

Estrogen Receptor-mediated effect

Author: IRFMN
Version: 1.0.1

QMRF

Androgen Receptor-mediated effect

Author: IRFMN
Version: 1.0.1

QMRF

Thyroid Receptor alpha effect

Author: IRFMN
Version: 1.0.1

QMRF

Thyroid Receptor beta effect

Author: IRFMN
Version: 1.0.1

QMRF
Skin Sensitization

Skin sensitization CAESAR

Author: IRFMN
Version: 2.1.7

QMRF

Skin sensitization JRC

Author: IRFMN/JRC
Version: 1.0.1

QMRF

Skin sensitization NCSTOX

Author: IRFMN
Version: 1.0.1

not available

Skin sensitization TOXTREE

Author: TOXTREE (Implementation of TOXTREE model)
Version: 1.0.0

QMRF
Others

Hepatotoxicity model IRFMN

Author: IRFMN
Version: 1.0.1

QMRF

NOAEL

Author: IRFMN
Version: 1.0.1

QMRF

Cramer Classification

Author: TOXTREE (Implementation of TOXTREE model)
Version: 1.0.1

QMRF

LD50 KNN

Author: IRFMN
Version: 1.0.0

QMRF

Liver LOAEL

Author: IRFMN
Version: 1.0.1

not available

Liver NOAEL

Author: IRFMN
Version: 1.0.1

not available
 

Environmental Fate and Distribution


Biodegradability

Ready Biodegradability

Author: IRFMN
Version: 1.0.10

QMRF

Persistence Sediment Class

Author: IRFMN
Version: 1.0.1

QMRF

Persistence Sediment reg

Author: IRFMN
Version: 1.0.1

QMRF

Persistence Soil Class

Author: IRFMN
Version: 1.0.1

QMRF

Persistence Soil reg

Author: IRFMN
Version: 1.0.1

QMRF

Persistence Water Class

Author: IRFMN
Version: 1.0.1

QMRF

Persistence Water reg

Author: IRFMN
Version: 1.0.1

QMRF

Air HL CORAL

Author: IRFMN
Version: 1.0.1

QMRF
Bioaccumulation

BCF CAESAR

Author: IRFMN
Version: 2.1.15

QMRF

BCF Meylan

Author: Implementation of BCFBAF EPISuite model
Version: 1.0.4

QMRF

BCF KNN

Author: IRFMN
Version: 1.1.1

QMRF

BCF Arnot-Gobas

Author: Implementation of BAFBCF EPISuite model
Version: 1.0.1

QMRF

Ecotoxicology


Fish Toxicity

Zebrafish embryo AC50

Author: IRFMN
Version: 1.0.1

QMRF

Fish MOA EPA

Author: EPA T.E.S.T (Implementation of EPA T.E.S.T model)
Version: 1.0.2

QMRF

Verhaar Classification

Author: TOXTREE (Implementation of TOXTREE model)
Version: 1.0.1

QMRF

Fish LC50 SarPy

Author: IRFMN
Version: 1.0.3

QMRF

Fish LC50 KNN

Author: IRFMN
Version: 1.0.1

QMRF

Fish LC50 NIC

Author: NIC
Version: 1.0.1

QMRF

Fish LC50 IRFMN

Author: IRFMN
Version: 1.0.1

QMRF

Fish LC50 Combase

Author: IRFMN
Version: 1.0.1

QMRF

Fish NOEC IRFMN

Author: IRFMN
Version: 1.0.1

QMRF

Fathead LC50 EPA

Author: EPA (Implementation of EPA T.E.S.T model)
Version: 1.0.8

QMRF

Fathead LC50 KNN

Author: IRFMN
Version: 1.1.1

QMRF

Guppy LC50 KNN

Author: IRFMN
Version: 1.1.1

QMRF
Daphnia Toxicity

Daphnia LC50 EPA

Author: EPA (Implementation of EPA T.E.S.T model)
Version: 1.0.8

QMRF

Daphnia LC50 DEMETRA

Author: IRFMN
Version: 1.0.4

QMRF

Daphnia EC50 IRFMN

Author: IRFMN
Version: 1.0.1

QMRF

Daphnia EC50 Combase

Author: IRFMN
Version: 1.0.1

QMRF

Daphnia NOEC IRFMN

Author: IRFMN
Version: 1.0.1

QMRF
Algae Toxicity

Algae EC50 IRFMN

Author: IRFMN
Version: 1.0.1

QMRF

Algae EC50 Combase

Author: ProtoQSAR
Version: 1.0.1

QMRF

Algae NOEC IRFMN

Author: IRFMN
Version: 1.0.1

QMRF

Algae Classification Combase

Author: ProtoQSAr
Version: 1.0.1

QMRF
Terrestrial Toxicity and others

Bee MOA

Author: IRFMN
Version: 1.0.2

QMRF

Bee acute toxicity KNN

Author: IRFMN
Version: 1.0.1

QMRF

Sludge Classification Combase

Author: ProtoQSAR
Version: 1.0.1

QMRF

Sludge EC50 Combase

Author: ProtoQSAR
Version: 1.0.1

QMRF
 

Physico-chemical Properties


Partition Coefficient

LogP Meylan

Author: IRFMN (Implementation EPISuite model)
Version: 1.1.5

QMRF

MlogP

Author: IRFMN
Version: 1.0.1

QMRF

AlogP

Author: IRFMN
Version: 1.0.1

QMRF
Others

Water solubility

Author: IRFMN
Version: 1.0.1

QMRF

Hydrolysis CORAL

Author: IRFMN
Version: 1.0.1

QMRF

Henry's Law OPERA

Author: OPERA
Version: 1.0.1

QMRF

KOC OPERA

Author: OPERA
Version: 1.0.1

QMRF

KOA OPERA

Author: OPERA
Version: 1.0.1

QMRF

PBPK-ADME for Ecological Receptors


Bioaccumulation

BCF CAESAR

Author: IRFMN
Version: 2.1.15

QMRF

BCF Meylan

Author: Implementation of BCFBAF EPISuite model
Version: 1.0.4

QMRF

BCF KNN

Author: IRFMN
Version: 1.1.1

QMRF

BCF Arnot-Gobas

Author: Implementation of BAFBCF EPISuite model
Version: 1.0.1

QMRF
Others

kM/HL EpiSuite

Author: Implementation of kM BCFBAF EPISuite model
Version: 1.0.0

QMRF
 

PBPK-ADME for Humans


Aromatase

Aromatase activity

Author: IRFMN
Version: 1.0.1

QMRF

Aromatase activity TOX21

Author: IRFMN
Version: 1.0.0

not available
Hepatic Steatosis

Hepatic Steatosis MIE NRF2

Author: IRFMN
Version: 1.0.0

QMRF

Hepatic Steatosis MIE PPARa up

Author: IRFMN
Version: 1.0.0

QMRF

Hepatic Steatosis MIE PPARg up

Author: IRFMN
Version: 1.0.0

QMRF

Hepatic Steatosis MIE PXR up

Author: IRFMN
Version: 1.0.0

QMRF
Plasma Protein Binding

PPB logK

Author: IRFMN
Version: 1.0.0

QMRF

PPB sqFU

Author: IRFMN
Version: 1.0.0

not available
Skin Permeation

Skin Permeation Potts and Guy

Author: IRFMN
Version: 1.0.0

QMRF

Skin Permeation Ten Berge

Author: IRFMN
Version: 1.0.0

QMRF
Others

P-Glycoprotein activity

Author: IRFMN
Version: 1.0.1

QMRF

Adipose tissue:blood INERIS

Author: INERIS
Version: 1.0.1

QMRF

Total body elimination HL

Author: IRFMN
Version: 1.0.1

QMRF

Triebe, J., Worth, A., Janusch Roi, A. and Coe, A., JRC QSAR Model Database: EURL ECVAM DataBase service on ALternative Methods to animal experimentation: To promote the development and uptake of alternative and advanced methods in toxicology and biomedical sciences: User Support & Tutorial, EUR 28713 EN, Publications Office of the European Union, Luxembourg, 2017, ISBN 978-92-79-71406-1, doi:10.2760/905519, JRC107491