42895 acp-breast-cancer 1 Author: Francesca Grisoni, Claudia S. Neuhaus, Miyabi Hishinuma, Gisela Gabernet, Jan A. Hiss, - Masaaki Kotera, Gisbert Schneider Source: [UCI](https://archive.ics.uci.edu/ml/datasets/Anticancer+peptides) - 2019 Please cite: [Paper](https://link.springer.com/article/10.1007/s00894-019-4007-6) Peptides with experimental annotations on their anticancer action on breast and lung cancer cells. This dataset only contains the breast cancer data. Membranolytic anticancer peptides (ACPs) are drawing increasing attention as potential future therapeutics against cancer, due to their ability to hinder the development of cellular resistance and their potential to overcome common hurdles of chemotherapy, e.g., side effects and cytotoxicity. This dataset contains information on peptides (annotated for their one-letter amino acid code) and their anticancer activity on breast and lung cancer cell lines. The final training sets contained 949 peptides for Breast cancer and 901 peptides for Lung cancer. ### Attribute Information: The dataset contains three attributes: 1. Peptide ID 2. One-letter amino-acid sequence 3. Class (active, moderately active, experimental inactive, virtual inactive) 2 arff Francesca Grisoni Claudia S. Neuhaus Miyabi Hishinuma Gisela Gabernet Jan A. Hiss Masaaki Kotera Gisbert Schneider 11-10-2019 2021-05-19T18:02:54 English CC-BY https://api.openml.org/data/v1/download/22045526/acp-breast-cancer.arff https://openml1.win.tue.nl/datasets/0004/42895/dataset_42895.pq 22045526 1 test ImagesTransportation public https://archive.ics.uci.edu/ml/datasets/Anticancer+peptides https://openml1.win.tue.nl/datasets/0004/42895/dataset_42895.pq active 2021-05-19 18:03:07 f59e7c4cb69259c76d7cb9cd5f32ebfa