nSIDES
nSIDES is a comprehensive collection of drug side effect and drug interaction resources developed by the Tatonetti Lab. It includes OnSIDES (adverse events from drug labels), KidSIDES (pediatric drug safety signals), AwareDX (sex-specific adverse drug effects), OffSIDES (off-label side effects), TwoSIDES (drug-drug interactions), and ManySIDES (combinations of 3+ drugs).
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It includes OnSIDES (adverse events from drug labels), KidSIDES (pediatric drug safety signals), AwareDX (sex-specific adverse drug effects), OffSIDES (off-label side effects), TwoSIDES (drug-drug interactions), and ManySIDES (combinations of 3+ drugs).", "domains": ["pharmacology", "drug discovery", "biomedical", "precision medicine"], "homepage_url": "https://nsides.io/", "id": "nsides", "infores_id": "nsides", "last_modified_date": "2026-06-12T00:00:00Z", "layout": "resource_detail", "name": "nSIDES", "products": [{"category": "Product", "description": "Adverse drug events extracted from FDA drug labels using fine-tuned PubMedBERT, covering 3.6M+ drug-ADE pairs for 2,793 drug ingredients from 46,686 labels", "format": "csv", "id": "nsides.onsides", "name": "OnSIDES", "original_source": [{"relation_type": "prov:hadPrimarySource", "source": "nsides"}], "product_url": "https://github.com/tatonetti-lab/onsides/releases"}, {"category": "Product", "description": "Pediatric drug safety signals across developmental phases, covering adverse events specific to children", "format": "csv", "id": "nsides.kidsides", "name": "KidSIDES", "original_source": [{"relation_type": "prov:hadPrimarySource", "source": "nsides"}], "product_file_size": 107, "product_url": "https://tatonettilab-resources.s3.amazonaws.com/KidSIDES/ade_nichd.csv.gz"}, {"category": "GraphicalInterface", "description": "Interactive RShiny web portal for browsing pediatric drug safety signals", "format": "http", "id": "nsides.pdsportal", "name": "PDSPortal", "original_source": [{"relation_type": "prov:hadPrimarySource", "source": "nsides"}], "product_url": "https://pdsportal.shinyapps.io/pdsportal/"}, {"category": "Product", "description": "Drug safety signals with differential risk between men and women, covering 20,817 adverse drug effects with sex-specific risks", "format": "http", "id": "nsides.awaredx", "name": "AwareDX", "original_source": [{"relation_type": "prov:hadPrimarySource", "source": "nsides"}], "product_url": "http://tatonettilab-resources.s3-website-us-west-1.amazonaws.com/?p=nsides/"}, {"category": "ProcessProduct", "description": "Code repository for OnSIDES model training and data generation", "id": "nsides.onsides.code", "name": "OnSIDES Code", "original_source": [{"relation_type": "prov:hadPrimarySource", "source": "nsides"}], "product_url": "https://github.com/tatonetti-lab/onsides"}, {"category": "ProcessProduct", "description": "Code repository for KidSIDES pediatric adverse drug event database study", "id": "nsides.kidsides.code", "name": "KidSIDES Code", "original_source": [{"relation_type": "prov:hadPrimarySource", "source": "nsides"}], "product_url": "https://github.com/ngiangre/pediatric_ade_database_study"}], "publications": [{"authors": ["Chandak P", "Tatonetti NP"], "doi": "10.1016/j.patter.2020.100108", "id": "doi:10.1016/j.patter.2020.100108", "journal": "Patterns", "title": "Using Machine Learning to Identify Adverse Drug Effects Posing Increased Risk to Women", "year": "2020"}, {"authors": ["Mar\u00eda Eugenia Toledo-Romani", "Mayra Garc\u00eda-Carmenate", "Leslyhana Verdecia-S\u00e1nchez", "Suzel P\u00e9rez-Rodr\u00edguez", "Meybis Rodriguez-Gonz\u00e1lez", "Carmen Valenzuela-Silva", "Beatriz Paredes-Moreno", "Belinda Sanchez-Ramirez", "Ra\u00fal Gonz\u00e1lez-Mugica", "Tays Hern\u00e1ndez-Garcia", "Ivette Orosa-V\u00e1zquez", "Marianniz D\u00edaz-Hern\u00e1ndez", "Mar\u00eda Teresa P\u00e9rez-Guevara", "Juliet Enriquez-Puertas", "Enrique Noa-Romero", "Ariel Palenzuela-Diaz", "Gerardo Baro-Roman", "Ivis Mendoza-Hern\u00e1ndez", "Yaima Mu\u00f1oz", "Yanet G\u00f3mez-Maceo", "Bertha Leysi Santos-Vega", "Sonsire Fernandez-Castillo", "Yanet Climent-Ruiz", "Laura Rodr\u00edguez-Noda", "Darielys Santana-Mederos", "Yanelda Garc\u00eda-Vega", "Guang-Wu Chen", "Delaram Doroud", "Alireza Biglari", "Tammy Boggiano-Ayo", "Yury Vald\u00e9s-Balb\u00edn", "Daniel G. Rivera", "Dagmar Garc\u00eda-Rivera", "Vicente V\u00e9rez-Bencomo", "Mailin Cubas-Curbelo", "Pedro Gabriel Rodr\u00edguez-Castillo", "Yosmel Acevedo-Mart\u00ednez", "Solangel Estoque-Cabrera", "Jos\u00e9 Alejandro \u00c1vila-Cabreja", "Ainadis Alfaro-Guzm\u00e1n", "Lilian Zulueta-P\u00e9rez", "Niurka Tamara Espino-Rojas", "Gloria Margarita Medinas-Santos", "Ileana Luisa Sarda-Rodriguez", "Mario Alejandro Acosta-Martinez", "Radamet Reyes-Matienzo", "Jos\u00e9 Manuel Coviella-Artime", "Irania Morffi-Cinta", "Marisel Mart\u00ednez-P\u00e9rez", "Rodrigo Valera-Fern\u00e1ndez", "Aniurka Garc\u00e9s-Hechavarr\u00eda", "Dayle Mart\u00ednez-Bedoya", "Raine Garrido-Arteaga", "F\u00e9lix Cardoso-SanJorge", "Ubel Ram\u00edrez-Gonzalez", "Lauren Quintero-Moreno", "Ivis Ontivero-Pino", "Roselyn Mart\u00ednez-Rivera", "Berta Guill\u00e9n-Obreg\u00f3n", "Janet Lora-Garc\u00eda", "Maite Medina-N\u00e1poles", "Jennifer Espi-\u00c1vila", "Marcos Fontanies-Fern\u00e1ndez", "Yeney Regla Dom\u00ednguez-Pent\u00f3n", "Gretchen Bergado-Baez", "Franciscary Pi-Estopi\u00f1\u00e1n", "Eduardo Ojito-Magaz", "Misladys Rodr\u00edguez", "Otto Cruz-Sui", "Majela Garc\u00eda-Montero", "Marta Dubed-Echevarr\u00eda", "Elena Garc\u00eda-L\u00f3pez", "Evelyn Galano-Frutos", "Alina Perez-Perez", "Susana Morales-Ruano", "Idalmis Brito-Pascual", "Mait\u00e9 Amoroto", "Amaylid Arteaga-Garc\u00eda"], "doi": "10.1016/j.medj.2022.08.001", "id": "doi:10.1016/j.medj.2022.08.001", "journal": "Med", "title": "Safety and immunogenicity of anti-SARS-CoV-2 heterologous scheme with SOBERANA 02 and SOBERANA Plus vaccines: Phase IIb clinical trial in adults", "year": "2022"}, {"authors": ["Giangreco N", "Tatonetti NP"], "doi": "10.1186/s13040-021-00264-9", "id": "doi:10.1186/s13040-021-00264-9", "journal": "BioData Mining", "title": "Evaluating risk detection methods to uncover ontogenic-mediated adverse drug effect mechanisms in children", "year": "2021"}], "repository": "https://github.com/tatonetti-lab", "synonyms": ["nSIDES"]}