MANFREDI, MATTEO
MANFREDI, MATTEO
FABIT - DIPARTIMENTO DI FARMACIA E BIOTECNOLOGIE
Personale tecnico amm.vo
AlphaFold2 and ESMFold: A large-scale pairwise model comparison of human enzymes upon Pfam functional annotation
2025 Manfredi, Matteo; Vazzana, Gabriele; Savojardo, Castrense; Martelli, Pier Luigi; Casadio, Rita
DDGemb: predicting protein stability change upon single- and multi-point variations with embeddings and deep learning
2025 Savojardo, Castrense; Manfredi, Matteo; Martelli, Pier Luigi; Casadio, Rita
Evaluating predictors of kinase activity of STK11 variants identified in primary human non-small cell lung cancers
2025 Chen, Yile; Lee, Kyoungyeul; Woo, Junwoo; Kim, Dong-wook; Keum, Changwon; Babbi, Giulia; Casadio, Rita; Martelli, Pier Luigi; Savojardo, Castrense; Manfredi, Matteo; Shen, Yang; Sun, Yuanfei; Katsonis, Panagiotis; Lichtarge, Olivier; Pejaver, Vikas; Seward, David J.; Kamandula, Akash; Bakolitsa, Constantina; Brenner, Steven E.; Radivojac, Predrag; O'Donnell-Luria, Anne; Mooney, Sean D.; Jain, Shantanu
Evaluation of enzyme activity predictions for variants of unknown significance in Arylsulfatase A
2025 Jain, Shantanu; Trinidad, Marena; Nguyen, Thanh Binh; Jones, Kaiya; Neto, Santiago Diaz; Ge, Fang; Glagovsky, Ailin; Jones, Cameron; Moran, Giankaleb; Wang, Boqi; Rahimi, Kobra; Çalıcı, Sümeyra Zeynep; Cedillo, Luis R.; Berardelli, Silvia; Özden, Buse; Chen, Ken; Katsonis, Panagiotis; Williams, Amanda; Lichtarge, Olivier; Rana, Sadhna; Pradhan, Swatantra; Srinivasan, Rajgopal; Sajeed, Rakshanda; Joshi, Dinesh; Faraggi, Eshel; Jernigan, Robert; Kloczkowski, Andrzej; Xu, Jierui; Song, Zigang; Özkan, Selen; Padilla, Natàlia; de la Cruz, Xavier; Acuna-Hidalgo, Rocio; Grafmüller, Andrea; Barrón, Laura T. Jiménez; Manfredi, Matteo; Savojardo, Castrense; Babbi, Giulia; Martelli, Pier Luigi; Casadio, Rita; Sun, Yuanfei; Zhu, Shaowen; Shen, Yang; Pucci, Fabrizio; Rooman, Marianne; Cia, Gabriel; Raimondi, Daniele; Hermans, Pauline; Kwee, Sofia; Chen, Ella; Astore, Courtney; Kamandula, Akash; Pejaver, Vikas; Ramola, Rashika; Velyunskiy, Michelle; Zeiberg, Daniel; Mishra, Reet; Sterling, Teague; Goldstein, Jennifer L.; Lugo-Martinez, Jose; Kazi, Sufyan; Li, Sindy; Long, Kinsey; Brenner, Steven E.; Bakolitsa, Constantina; Radivojac, Predrag; Suhr, Dean; Suhr, Teryn; Clark, Wyatt T.
Evaluation of the structural models of the human reference proteome: AlphaFold2 versus ESMFold
2025 Manfredi, Matteo; Savojardo, Castrense; Martelli, Pier Luigi; Casadio, Rita
Predicting the Pathogenicity of Human Protein Variants: Not Only a Matter of Residue Labeling
2025 Manfredi, Matteo; Vazzana, Gabriele; Babbi, Giulia; Bertolini, Elisa; Savojardo, Castrense; Martelli, Pier Luigi; Casadio, Rita
Alpha&ESMhFolds: A Web Server for Comparing AlphaFold2 and ESMFold Models of the Human Reference Proteome
2024 Manfredi, Matteo; Savojardo, Castrense; Iardukhin, Georgii; Salomoni, Davide; Costantini, Alessandro; Martelli, Pier Luigi; Casadio, Rita
CoCoNat: A Deep Learning–Based Tool for the Prediction of Coiled-coil Domains in Protein Sequences
2024 Manfredi, Matteo; Savojardo, Castrense; Martelli, Pier Luigi; Casadio, Rita
E-pRSA: Embeddings Improve the Prediction of Residue Relative Solvent Accessibility in Protein Sequence
2024 Manfredi, Matteo; Savojardo, Castrense; Martelli, Pier Luigi; Casadio, Rita
CoCoNat: a novel method based on deep learning for coiled-coil prediction
2023 Madeo G.; Savojardo C.; Manfredi M.; Martelli P.L.; Casadio R.
ISPRED-SEQ: Deep Neural Networks and Embeddings for Predicting Interaction Sites in Protein Sequences
2023 Manfredi M.; Savojardo C.; Martelli P.L.; Casadio R.
E-SNPs&GO: embedding of protein sequence and function improves the annotation of human pathogenic variants
2022 Manfredi, Matteo; Savojardo, Castrense; Martelli, Pier Luigi; Casadio, Rita
DeepREx-WS: A web server for characterising protein–solvent interaction starting from sequence
2021 Manfredi M.; Savojardo C.; Martelli P.L.; Casadio R.
Solvent Accessibility of Residues Undergoing Pathogenic Variations in Humans: From Protein Structures to Protein Sequences
2021 Savojardo, Castrense; Manfredi, Matteo; Martelli, Pier Luigi; Casadio, Rita
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| AlphaFold2 and ESMFold: A large-scale pairwise model comparison of human enzymes upon Pfam functional annotation | Manfredi, Matteo; Vazzana, Gabriele; Savojardo, Castrense; Martelli, Pier Luigi; Casadio, Rita | 2025-01-01 | COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL | - | 1.01 Articolo in rivista | - |
| DDGemb: predicting protein stability change upon single- and multi-point variations with embeddings and deep learning | Savojardo, Castrense; Manfredi, Matteo; Martelli, Pier Luigi; Casadio, Rita | 2025-01-01 | BIOINFORMATICS | - | 1.01 Articolo in rivista | - |
| Evaluating predictors of kinase activity of STK11 variants identified in primary human non-small cell lung cancers | Chen, Yile; Lee, Kyoungyeul; Woo, Junwoo; Kim, Dong-wook; Keum, Changwon; Babbi, Giulia; Casadio,... Rita; Martelli, Pier Luigi; Savojardo, Castrense; Manfredi, Matteo; Shen, Yang; Sun, Yuanfei; Katsonis, Panagiotis; Lichtarge, Olivier; Pejaver, Vikas; Seward, David J.; Kamandula, Akash; Bakolitsa, Constantina; Brenner, Steven E.; Radivojac, Predrag; O'Donnell-Luria, Anne; Mooney, Sean D.; Jain, Shantanu | 2025-01-01 | HUMAN GENETICS | - | 1.01 Articolo in rivista | - |
| Evaluation of enzyme activity predictions for variants of unknown significance in Arylsulfatase A | Jain, Shantanu; Trinidad, Marena; Nguyen, Thanh Binh; Jones, Kaiya; Neto, Santiago Diaz; Ge, Fang...; Glagovsky, Ailin; Jones, Cameron; Moran, Giankaleb; Wang, Boqi; Rahimi, Kobra; Çalıcı, Sümeyra Zeynep; Cedillo, Luis R.; Berardelli, Silvia; Özden, Buse; Chen, Ken; Katsonis, Panagiotis; Williams, Amanda; Lichtarge, Olivier; Rana, Sadhna; Pradhan, Swatantra; Srinivasan, Rajgopal; Sajeed, Rakshanda; Joshi, Dinesh; Faraggi, Eshel; Jernigan, Robert; Kloczkowski, Andrzej; Xu, Jierui; Song, Zigang; Özkan, Selen; Padilla, Natàlia; de la Cruz, Xavier; Acuna-Hidalgo, Rocio; Grafmüller, Andrea; Barrón, Laura T. Jiménez; Manfredi, Matteo; Savojardo, Castrense; Babbi, Giulia; Martelli, Pier Luigi; Casadio, Rita; Sun, Yuanfei; Zhu, Shaowen; Shen, Yang; Pucci, Fabrizio; Rooman, Marianne; Cia, Gabriel; Raimondi, Daniele; Hermans, Pauline; Kwee, Sofia; Chen, Ella; Astore, Courtney; Kamandula, Akash; Pejaver, Vikas; Ramola, Rashika; Velyunskiy, Michelle; Zeiberg, Daniel; Mishra, Reet; Sterling, Teague; Goldstein, Jennifer L.; Lugo-Martinez, Jose; Kazi, Sufyan; Li, Sindy; Long, Kinsey; Brenner, Steven E.; Bakolitsa, Constantina; Radivojac, Predrag; Suhr, Dean; Suhr, Teryn; Clark, Wyatt T. | 2025-01-01 | HUMAN GENETICS | - | 1.01 Articolo in rivista | - |
| Evaluation of the structural models of the human reference proteome: AlphaFold2 versus ESMFold | Manfredi, Matteo; Savojardo, Castrense; Martelli, Pier Luigi; Casadio, Rita | 2025-01-01 | CURRENT RESEARCH IN STRUCTURAL BIOLOGY | - | 1.01 Articolo in rivista | - |
| Predicting the Pathogenicity of Human Protein Variants: Not Only a Matter of Residue Labeling | Manfredi, Matteo; Vazzana, Gabriele; Babbi, Giulia; Bertolini, Elisa; Savojardo, Castrense; Marte...lli, Pier Luigi; Casadio, Rita | 2025-01-01 | - | Humana Press Inc. | 2.01 Capitolo / saggio in libro | - |
| Alpha&ESMhFolds: A Web Server for Comparing AlphaFold2 and ESMFold Models of the Human Reference Proteome | Manfredi, Matteo; Savojardo, Castrense; Iardukhin, Georgii; Salomoni, Davide; Costantini, Alessan...dro; Martelli, Pier Luigi; Casadio, Rita | 2024-01-01 | JOURNAL OF MOLECULAR BIOLOGY | - | 1.01 Articolo in rivista | 1-s2.0-S0022283624001888-main(1).pdf; 1-s2.0-S0022283624001888-mmc1.docx |
| CoCoNat: A Deep Learning–Based Tool for the Prediction of Coiled-coil Domains in Protein Sequences | Manfredi, Matteo; Savojardo, Castrense; Martelli, Pier Luigi; Casadio, Rita | 2024-01-01 | BIO-PROTOCOL | - | 1.01 Articolo in rivista | Bio-protocol4935.pdf; 2305206_File S1.docx |
| E-pRSA: Embeddings Improve the Prediction of Residue Relative Solvent Accessibility in Protein Sequence | Manfredi, Matteo; Savojardo, Castrense; Martelli, Pier Luigi; Casadio, Rita | 2024-01-01 | JOURNAL OF MOLECULAR BIOLOGY | - | 1.01 Articolo in rivista | 1-s2.0-S0022283624000664-main.pdf; 1-s2.0-S0022283624000664-mmc1.docx; E-pRSA ManuscriptUnmarked-Complete.pdf |
| CoCoNat: a novel method based on deep learning for coiled-coil prediction | Madeo G.; Savojardo C.; Manfredi M.; Martelli P.L.; Casadio R. | 2023-01-01 | BIOINFORMATICS | - | 1.01 Articolo in rivista | btad495.pdf; btad495_supplementary_data.pdf |
| ISPRED-SEQ: Deep Neural Networks and Embeddings for Predicting Interaction Sites in Protein Sequences | Manfredi M.; Savojardo C.; Martelli P.L.; Casadio R. | 2023-01-01 | JOURNAL OF MOLECULAR BIOLOGY | - | 1.01 Articolo in rivista | 1-s2.0-S0022283623000190-main.pdf; 1-s2.0-S0022283623000190-mmc1(2).docx |
| E-SNPs&GO: embedding of protein sequence and function improves the annotation of human pathogenic variants | Manfredi, Matteo; Savojardo, Castrense; Martelli, Pier Luigi; Casadio, Rita | 2022-01-01 | BIOINFORMATICS | - | 1.01 Articolo in rivista | btac678.pdf |
| DeepREx-WS: A web server for characterising protein–solvent interaction starting from sequence | Manfredi M.; Savojardo C.; Martelli P.L.; Casadio R. | 2021-01-01 | COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL | - | 1.01 Articolo in rivista | 1-s2.0-S2001037021004384-main.pdf |
| Solvent Accessibility of Residues Undergoing Pathogenic Variations in Humans: From Protein Structures to Protein Sequences | Savojardo, Castrense; Manfredi, Matteo; Martelli, Pier Luigi; Casadio, Rita | 2021-01-01 | FRONTIERS IN MOLECULAR BIOSCIENCES | - | 1.01 Articolo in rivista | fmolb-07-626363.pdf |