Machine learning-guided discovery and design of non-hemolytic peptides
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Machine learning-guided discovery and design of non-hemolytic peptides
Authors
Keywords
-
Journal
Scientific Reports
Volume 10, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2020-10-06
DOI
10.1038/s41598-020-73644-6
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Computer-Aided Design of Antimicrobial Peptides: Are We Generating Effective Drug Candidates?
- (2020) Marlon H. Cardoso et al. Frontiers in Microbiology
- Xiaozhang Tie Improves Intestinal Motility in Rats With Cirrhotic Ascites by Regulating the Stem Cell Factor/c-kit Pathway in Interstitial Cells of Cajal
- (2020) Qiang Zhao et al. Frontiers in Pharmacology
- HLPpred-Fuse: improved and robust prediction of hemolytic peptide and its activity by fusing multiple feature representation
- (2020) Md Mehedi Hasan et al. BIOINFORMATICS
- Quantitative Prediction of Hemolytic Toxicity for Small Molecules and Their Potential Hemolytic Fragments by Machine Learning and Recursive Fragmentation Methods
- (2020) Suqing Zheng et al. Journal of Chemical Information and Modeling
- Antifungal Peptides as Therapeutic Agents
- (2020) Miguel Fernández de Ullivarri et al. Frontiers in Cellular and Infection Microbiology
- HAPPENN is a novel tool for hemolytic activity prediction for therapeutic peptides which employs neural networks
- (2020) Patrick Brendan Timmons et al. Scientific Reports
- DBS: a fast and informative segmentation algorithm for DNA copy number analysis
- (2019) Jun Ruan et al. BMC BIOINFORMATICS
- Reassessing the Host Defense Peptide Landscape
- (2019) Evan F. Haney et al. Frontiers in Chemistry
- In Silico Prediction of Hemolytic Toxicity on the Human Erythrocytes for Small Molecules by Machine-Learning and Genetic Algorithm
- (2019) Suqing Zheng et al. JOURNAL OF MEDICINAL CHEMISTRY
- Peptide Antiviral Strategies as an Alternative to Treat Lower Respiratory Viral Infections
- (2019) Origène Nyanguile Frontiers in Immunology
- Improvement of Epitope Prediction Using Peptide Sequence Descriptors and Machine Learning
- (2019) Cristian R. Munteanu et al. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
- In silico design and optimization of selective membranolytic anticancer peptides
- (2019) Gisela Gabernet et al. Scientific Reports
- Dermaseptins, Multifunctional Antimicrobial Peptides: A Review of Their Pharmacology, Effectivity, Mechanism of Action, and Possible Future Directions
- (2019) Emiel Jacob Henri Bartels et al. Frontiers in Pharmacology
- Therapeutic peptides: Historical perspectives, current development trends, and future directions
- (2018) Jolene L. Lau et al. BIOORGANIC & MEDICINAL CHEMISTRY
- Biological Properties, Current Applications and Potential Therapeautic Applications of Brevinin Peptide Superfamily
- (2018) Fatemeh Zohrab et al. International Journal of Peptide Research and Therapeutics
- HemoPred: a web server for predicting the hemolytic activity of peptides
- (2017) Thet Su Win et al. Future Medicinal Chemistry
- First Multitarget Chemo-Bioinformatic Model To Enable the Discovery of Antibacterial Peptides against Multiple Gram-Positive Pathogens
- (2016) Alejandro Speck-Planche et al. Journal of Chemical Information and Modeling
- Membranolytic anticancer peptides
- (2016) G. Gabernet et al. MedChemComm
- Enabling the Discovery and Virtual Screening of Potent and Safe Antimicrobial Peptides. Simultaneous Prediction of Antibacterial Activity and Cytotoxicity
- (2016) Valeria V. Kleandrova et al. ACS Combinatorial Science
- Anti-parasitic Peptides from Arthropods and their Application in Drug Therapy
- (2016) Ariane F. Lacerda et al. Frontiers in Microbiology
- A Web Server and Mobile App for Computing Hemolytic Potency of Peptides
- (2016) Kumardeep Chaudhary et al. Scientific Reports
- Peptide therapeutics: current status and future directions
- (2015) Keld Fosgerau et al. DRUG DISCOVERY TODAY
- Distinctive Structural Hallmarks and Biological Activities of the Multiple Cathelicidin Antimicrobial Peptides in a Primitive Teleost Fish
- (2015) Xu-Jie Zhang et al. JOURNAL OF IMMUNOLOGY
- Characterization and Biological Activities of Ocellatin Peptides from the Skin Secretion of the Frog Leptodactylus pustulatus
- (2015) Mariela Mirta Marani et al. JOURNAL OF NATURAL PRODUCTS
- Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure
- (2015) John A. Lee et al. NEUROCOMPUTING
- DBAASP v.2: an enhanced database of structure and antimicrobial/cytotoxic activity of natural and synthetic peptides
- (2015) Malak Pirtskhalava et al. NUCLEIC ACIDS RESEARCH
- APD3: the antimicrobial peptide database as a tool for research and education
- (2015) Guangshun Wang et al. NUCLEIC ACIDS RESEARCH
- Hemolytik: a database of experimentally determined hemolytic and non-hemolytic peptides
- (2013) Ankur Gautam et al. NUCLEIC ACIDS RESEARCH
- Use of 3D Properties to Characterize Beyond Rule-of-5 Property Space for Passive Permeation
- (2012) Cristiano R. W. Guimarães et al. Journal of Chemical Information and Modeling
- The UniProtKB/Swiss-Prot Tox-Prot program: A central hub of integrated venom protein data
- (2012) Florence Jungo et al. TOXICON
- Spider-Venom Peptides as Bioinsecticides
- (2012) Monique J. Windley et al. Toxins
- A survey on unsupervised outlier detection in high-dimensional numerical data
- (2012) Arthur Zimek et al. Statistical Analysis and Data Mining
- Host defense peptides in skin secretions of the Oregon spotted frog Rana pretiosa: Implications for species resistance to chytridiomycosis
- (2011) J. Michael Conlon et al. DEVELOPMENTAL AND COMPARATIVE IMMUNOLOGY
- Molecular cloning and characterization of two novel hepcidins from orange-spotted grouper, Epinephelus coioides
- (2010) Jing-Geng Zhou et al. FISH & SHELLFISH IMMUNOLOGY
- Best Practices for QSAR Model Development, Validation, and Exploitation
- (2010) Alexander Tropsha Molecular Informatics
- Discovering and improving novel peptide therapeutics
- (2008) D MCGREGOR CURRENT OPINION IN PHARMACOLOGY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now