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Updated: Jan 22, 2026

A Robust Discovery Platform for the Identification of Novel Mediators of Melanoma Metastasis
Published on: March 8, 2022
The Melding of Drug Screening Platforms for Melanoma
Gabriela Klein Couto1, Natália Vieira Segatto2, Thaís Larré Oliveira2
1Research Group in Molecular and Cellular Oncology, Postgraduate Program in Biochemistry and Bioprospecting, Cancer Biotechnology Laboratory, Center for Technological Development, Federal University of Pelotas, Pelotas, Brazil.
Abstract:
The global incidence of cancer is rising rapidly and continues to be one of the leading causes of death in the world. Melanoma deserves special attention since it represents one of the fastest growing types of cancer, with advanced metastatic forms presenting high mortality rates due to the development of drug resistance. The aim of this review is to evaluate how the screening of drugs and compounds for melanoma has been performed over the last seven decades. Thus, we performed literature searches to identify melanoma drug screening methods commonly used by research groups during this timeframe. In vitro and in vivo tests are essential for the development of new drugs; however, incorporation of in silico analyses increases the possibility of finding more suitable candidates for subsequent tests. In silico techniques, such as molecular docking, represent an important and necessary first step in the screening process. However, these techniques have not been widely used by research groups to date. Our research has shown that the vast majority of research groups still perform in vitro and in vivo tests, with emphasis on the use of in vitro enzymatic tests on melanoma cell lines such as SKMEL and in vivo tests using the B16 mouse model. We believe that the union of these three approaches (in silico, in vitro, and in vivo) is essential for improving the discovery and development of new molecules with potential antimelanoma action. This workflow would provide greater confidence and safety for preclinical trials, which will translate to more successful clinical trials and improve the translatability of new melanoma treatments into clinical practice while minimizing the unnecessary use of laboratory animals under the principles of the 3R's.
Insights
Drug screening for melanoma has historically relied on in vitro and in vivo methods. Integrating in silico approaches, alongside traditional techniques, can accelerate the discovery of effective melanoma treatments.
Area of Science:
- Oncology
- Pharmacology
- Computational Biology
Background:
- Global cancer incidence is rising, with melanoma posing a significant threat due to drug resistance in metastatic forms.
- Effective melanoma drug discovery is crucial for improving patient outcomes and addressing treatment challenges.
Purpose of the Study:
- To review melanoma drug screening methodologies employed over the past seventy years.
- To assess the historical and current utilization of various screening techniques in melanoma research.
Main Methods:
- Literature searches were conducted to identify common melanoma drug screening methods.
- Analysis focused on in vitro (e.g., enzymatic assays on SKMEL cell lines) and in vivo (e.g., B16 mouse models) testing.
- The role and adoption of in silico techniques, such as molecular docking, were evaluated.
Main Results:
- Traditional in vitro and in vivo assays remain the predominant methods for melanoma drug screening.
- In silico methods, despite their potential, have not been widely adopted by research groups.
- Specific in vitro (SKMEL cell lines) and in vivo (B16 mouse model) tests are frequently utilized.
Conclusions:
- A combined approach integrating in silico, in vitro, and in vivo methods is essential for enhancing melanoma drug discovery.
- This integrated workflow can increase confidence in preclinical findings, leading to more successful clinical trials.
- Adopting a multimodal screening strategy can improve the translation of new melanoma treatments into clinical practice and support the 3Rs principles in animal research.
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