{"doi":"10.1039/d5sc04465k","title":"Exploring and expanding the chemical multiverse of peptides","abstract":"peptide generation, driven by advances in generative modeling and high-throughput screening. Throughout, we emphasize the role of open-source resources and integrated computational pipelines that combine chemo- and bioinformatics approaches to enhance data quality and predictive performance. We conclude by identifying major challenges-such as the complex structural landscape of peptides, data curation, and the need for consensus screening methods-and outline emerging opportunities for further expanding and refining the peptide chemical space.","journal":"Chemical Science","year":2025,"id":522449,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":5,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9228,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2025-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1393986,"name":"Jean Paul Sánchez-Castañeda","orcid":"0000-0002-3247-7167","position":1,"is_corresponding":false},{"id":1394486,"name":"Massyel S. Martínez-Cortés","orcid":null,"position":2,"is_corresponding":false},{"id":106919,"name":"César de la Fuente‐Núñez","orcid":"0000-0002-2005-5629","position":3,"is_corresponding":false},{"id":323440,"name":"José L. Medina‐Franco","orcid":"0000-0003-4940-1107","position":4,"is_corresponding":false},{"id":1207535,"name":"Edgar López‐López","orcid":"0000-0002-7422-6059","position":0,"is_corresponding":true}],"reference_count":171,"raw_metadata":null,"created_at":"2026-07-19T02:49:54.058858Z","pmid":"41487131","pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}