Prediction of the carcinogenic potential of human pharmaceuticals using repeated dose toxicity data and their pharmacological properties

In an exercise designed to reduce animal use, we analysed the results of rat sub-chronic toxicity studies from 289 pharmaceutical compounds with the aim to predict the tumour outcome of carcinogenicity studies in this species. The results were obtained from the assessment reports available at the M...

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Main Authors: Jan Willem Van Der Laan, Wenny Buitenhuis, Laura Wagenaar, Ans Soffers, Eugene van Someren, Cyrille Krul, Ruud Woutersen
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-10-01
Series:Frontiers in Medicine
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fmed.2016.00045/full
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spelling doaj-d2a51666cf6d46ac9e73565fb53125b42020-11-25T00:42:25ZengFrontiers Media S.A.Frontiers in Medicine2296-858X2016-10-01310.3389/fmed.2016.00045217229Prediction of the carcinogenic potential of human pharmaceuticals using repeated dose toxicity data and their pharmacological propertiesJan Willem Van Der Laan0Jan Willem Van Der Laan1Wenny Buitenhuis2Laura Wagenaar3Ans Soffers4Eugene van Someren5Cyrille Krul6Ruud Woutersen7Ruud Woutersen8College ter Beoordeling van GeneesmiddelenLeiden Academic Center for Drug ResearchCollege ter Beoordeling van GeneesmiddelenIRASWageningen University and Research CentreTNO Innovation for LiveTNO Innovation for LiveTNO Innovation for LiveWageningen University and Research CentreIn an exercise designed to reduce animal use, we analysed the results of rat sub-chronic toxicity studies from 289 pharmaceutical compounds with the aim to predict the tumour outcome of carcinogenicity studies in this species. The results were obtained from the assessment reports available at the Medicines Evaluation Board of the Netherlands for 289 pharmaceutical compounds that had been shown to be non-genotoxic. One hundred and forty-three of the 239 compounds not inducing putative preneoplastic lesions in the sub-chronic study did not induce tumours in the carcinogenicity study (True Negatives - TN), whereas 96 compounds were categorised as False Negatives (FN), because tumours were observed in the carcinogenicity study. For the remaining 50 compounds, 31 showed preneoplastic lesions in the subchronic study and tumours in the carcinogenicity study (True positives - TP), and 19 only showed preneoplastic lesions in subchronic studies but no tumours in the carcinogenicity study (False positives - FP). In addition, we then re-assessed the prediction of the tumour outcome by integrating the pharmacological properties of these compounds. These pharmacological properties were evaluated with respect to the presence or absence of a direct or indirect proliferative action. We found support for the absence of cellular proliferation for 204 compounds (TN). For 67 compounds the presence of cellular hyperplasia as evidence for proliferative action could be found (TP). Therefore, this approach resulted in an ability to predict non-carcinogens at a success rate of 92 % and the ability to detect carcinogens at 98 %. The combined evaluation of pharmacological and histopathological endpoints eventually led to only 18 unknown outcomes (17 categorised as FN. 1 as FP), thereby enhancing both the negative and positive predictivity of an evaluation based upon histopathological evaluation only. The data show the added value of a consideration of the pharmacological properties of compounds in relation to potential class-effects, both in the negative and positive direction. A high negative and a high positive predictivity will both result in waiving the need for conducting 2-year rat carcinogenicity studies, if this is accepted by Regulatory Authorities, which will save , large numbers of animals, reduce drug developmenthttp://journal.frontiersin.org/Journal/10.3389/fmed.2016.00045/fullPharmacologyhistopathologycarcinogenicityPredictivityHuman pharmaceuticals
collection DOAJ
language English
format Article
sources DOAJ
author Jan Willem Van Der Laan
Jan Willem Van Der Laan
Wenny Buitenhuis
Laura Wagenaar
Ans Soffers
Eugene van Someren
Cyrille Krul
Ruud Woutersen
Ruud Woutersen
spellingShingle Jan Willem Van Der Laan
Jan Willem Van Der Laan
Wenny Buitenhuis
Laura Wagenaar
Ans Soffers
Eugene van Someren
Cyrille Krul
Ruud Woutersen
Ruud Woutersen
Prediction of the carcinogenic potential of human pharmaceuticals using repeated dose toxicity data and their pharmacological properties
Frontiers in Medicine
Pharmacology
histopathology
carcinogenicity
Predictivity
Human pharmaceuticals
author_facet Jan Willem Van Der Laan
Jan Willem Van Der Laan
Wenny Buitenhuis
Laura Wagenaar
Ans Soffers
Eugene van Someren
Cyrille Krul
Ruud Woutersen
Ruud Woutersen
author_sort Jan Willem Van Der Laan
title Prediction of the carcinogenic potential of human pharmaceuticals using repeated dose toxicity data and their pharmacological properties
title_short Prediction of the carcinogenic potential of human pharmaceuticals using repeated dose toxicity data and their pharmacological properties
title_full Prediction of the carcinogenic potential of human pharmaceuticals using repeated dose toxicity data and their pharmacological properties
title_fullStr Prediction of the carcinogenic potential of human pharmaceuticals using repeated dose toxicity data and their pharmacological properties
title_full_unstemmed Prediction of the carcinogenic potential of human pharmaceuticals using repeated dose toxicity data and their pharmacological properties
title_sort prediction of the carcinogenic potential of human pharmaceuticals using repeated dose toxicity data and their pharmacological properties
publisher Frontiers Media S.A.
series Frontiers in Medicine
issn 2296-858X
publishDate 2016-10-01
description In an exercise designed to reduce animal use, we analysed the results of rat sub-chronic toxicity studies from 289 pharmaceutical compounds with the aim to predict the tumour outcome of carcinogenicity studies in this species. The results were obtained from the assessment reports available at the Medicines Evaluation Board of the Netherlands for 289 pharmaceutical compounds that had been shown to be non-genotoxic. One hundred and forty-three of the 239 compounds not inducing putative preneoplastic lesions in the sub-chronic study did not induce tumours in the carcinogenicity study (True Negatives - TN), whereas 96 compounds were categorised as False Negatives (FN), because tumours were observed in the carcinogenicity study. For the remaining 50 compounds, 31 showed preneoplastic lesions in the subchronic study and tumours in the carcinogenicity study (True positives - TP), and 19 only showed preneoplastic lesions in subchronic studies but no tumours in the carcinogenicity study (False positives - FP). In addition, we then re-assessed the prediction of the tumour outcome by integrating the pharmacological properties of these compounds. These pharmacological properties were evaluated with respect to the presence or absence of a direct or indirect proliferative action. We found support for the absence of cellular proliferation for 204 compounds (TN). For 67 compounds the presence of cellular hyperplasia as evidence for proliferative action could be found (TP). Therefore, this approach resulted in an ability to predict non-carcinogens at a success rate of 92 % and the ability to detect carcinogens at 98 %. The combined evaluation of pharmacological and histopathological endpoints eventually led to only 18 unknown outcomes (17 categorised as FN. 1 as FP), thereby enhancing both the negative and positive predictivity of an evaluation based upon histopathological evaluation only. The data show the added value of a consideration of the pharmacological properties of compounds in relation to potential class-effects, both in the negative and positive direction. A high negative and a high positive predictivity will both result in waiving the need for conducting 2-year rat carcinogenicity studies, if this is accepted by Regulatory Authorities, which will save , large numbers of animals, reduce drug development
topic Pharmacology
histopathology
carcinogenicity
Predictivity
Human pharmaceuticals
url http://journal.frontiersin.org/Journal/10.3389/fmed.2016.00045/full
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