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In silico approaches in carcinogenicity hazard assessment: Current status and future needs

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TLDR
The current status of in silico tools for the assessment of each KC is summarized and the data gaps that need to be addressed are identified before a comprehensive insilico carcinogenicity protocol can be developed for regulatory use.
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This article is published in Computational Toxicology.The article was published on 2021-11-01. It has received 16 citations till now.

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A brief history of the DNA repair field

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TL;DR: The history of the repair of damaged DNA can be traced to the mid-1930s, when multiple DNA repair mechanisms, as well as other biological responses to DNA damage, have been discovered and their regulation has been studied.
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Current status and future directions for a neurotoxicity hazard assessment framework that integrates in silico approaches.

TL;DR: In this paper , a conceptual framework for the integration of in-silico methods with experimental information is presented, which is essential for the development of protocols, namely standardized approaches, to ensure that assessments of NT and DNT based on chemical structures are generated in a transparent, consistent, and defendable manner.
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A machine learning-driven approach for prioritizing food contact chemicals of carcinogenic concern based on complementary in silico methods

TL;DR: In this article , a machine learning-based weight-of-evidence (WoE) model was proposed for prioritizing chemical carcinogenesis, which can nonlinearly integrate complementary computational methods of structural alerts, quantitative structure-activity relationship models and in silico toxicogenomics models into a WoE-score.
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Rethinking agrochemical safety assessment: A perspective.

TL;DR: In this article, the authors review current initiatives and emerging opportunities to improve agrochemical safety assessment for humans, and consider various endpoints and initiatives (including acute toxicity, repeat dose toxicity studies, carcinogenicity, developmental and reproductive toxicity, exposure-driven approaches, inhalation toxicity, and data modelling).
References
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Hallmarks of cancer: the next generation.

TL;DR: Recognition of the widespread applicability of these concepts will increasingly affect the development of new means to treat human cancer.
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Inflammation and cancer

TL;DR: It is now becoming clear that the tumour microenvironment, which is largely orchestrated by inflammatory cells, is an indispensable participant in the neoplastic process, fostering proliferation, survival and migration.
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Cancer-related inflammation.

TL;DR: The molecular pathways of this cancer-related inflammation are now being unravelled, resulting in the identification of new target molecules that could lead to improved diagnosis and treatment.
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Origin and Physiological Roles of Inflammation

TL;DR: This work has shown that tissue stress or malfunction induces an adaptive response that is intermediate between the basal homeostatic state and a classic inflammatory response, which is referred to here as para-inflammation.
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Cancer immunoediting: from immunosurveillance to tumor escape.

TL;DR: The historical and experimental basis of cancer immunoediting is summarized and its dual roles in promoting host protection against cancer and facilitating tumor escape from immune destruction are discussed.
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