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M

Marcelo D. T. Torres

University of Pennsylvania

38H-index
138Paper Count
5.4KCitation Count
Published Papers 56
Publication Date
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Deep learning reveals antimicrobial peptides within prions
errNature Microbiology
IF19.4
err2026-06-19
err0
errOAAI
errMarcelo D. T. Torres; Fangping Wan; Cesar de la Fuente-Nunez
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errSave
Molecular response to the non-lytic peptide bac7 (1-35) triggers disruption of Klebsiella pneumoniae biofilm
errPLOS PATHOGENS
IF4.9
err2025-12-01
err0
PREAI
errBeckman, Robert L.; Martinez, Berta; Santiago, Flor Z.; Echeverria, Gabriela N.; Pinheiro, Bruno V.; Torres, Marcelo D. T.; Suits, Logan; Garcia, Shantal; Wantuch, Paeton L.; De La Fuente-nunez, Cesar; Eswara, Prahathees; Rosen, David A.; Fleeman, Renee M.
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errSave
Tailored structured peptide design with a key-cutting machine approach
errNature Machine Intelligence
IF23.9
err2025-10-21
err0
errOAAI
errYan C. Leyva; Marcelo D. T. Torres; Carlos A. Oliva; Cesar de la Fuente-Nunez; Carlos A. Brizuela
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errSave
Exploring the Antimicrobial and Antiviral Properties of Cryptic Peptides from Human Fibrinogen
errInternational Journal of Molecular Sciences 2025, Vol. 26, Page 8914
IF4.9
err2025-09-21
err0
errOAAI
errAndrea Bosso; Antonio Masino; Ilaria Di Nardo; Carla Zannella; Rosa Gaglione; Ida Palumbo; Rosanna Culurciello; Anna De Filippis; Marcelo D. T. Torres; Cesar de la Fuente-Nunez; Massimiliano Galdiero; Angela Arciello; Antimo Di Maro; Elio Pizzo; Valeria Cafaro; Eugenio Notomista
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errSave
Deep learning reveals antibiotics in the archaeal proteome
errNature Microbiology
IF19.4
err2025-08-12
err0
errOAAI
errMarcelo D. T. Torres; Fangping Wan; Cesar de la Fuente-Nunez
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errSave
Computational exploration of global venoms for antimicrobial discovery with Venomics artificial intelligence
errNature Communications
IF15.7
err2025-07-12
err0
errOAAI
errChangge Guan; Marcelo D. T. Torres; Sufen Li; Cesar de la Fuente-Nunez
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errSave
Tutorial: guidelines for the use of machine learning methods to mine genomes and proteomes for antibiotic discovery
errNATURE PROTOCOLS
IF16
err2025-05-14
err0
PREAI
errWan, Fangping; Torres, Marcelo D. T.; Guan, Changge
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errSave
Frog-derived synthetic peptides display anti-infective activity against Gram-negative pathogens
errTrends in Biotechnology
IF14.9
err2025-03-25
err0
errOAAI
errLucía Ageitos; Andreia Boaro; Angela Cesaro; Marcelo D.T. Torres; Esther Broset; Cesar de la Fuente-Nunez
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errSave
Peptides from non-immune proteins target infections through antimicrobial and immunomodulatory properties
errTRENDS IN BIOTECHNOLOGY
IF14.9
err2025-01-01
err3
errOAAI
errTorres, Marcelo D. T.; Cesaro, Angela
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errSave
Computational Design of Pore-Forming Peptides with Potent Antimicrobial and Anticancer Activities
errJOURNAL OF MEDICINAL CHEMISTRY
IF6.8
err2024-08-08
err0
errOAAI
errDeb, Rahul; Torres, Marcelo D. T.; Boudny, Miroslav; Koberska, Marketa; Cappiello, Floriana; Popper, Miroslav; Bendova, Katerina Dvorakova; Drabinova, Martina; Hanackova, Adelheid; Jeannot, Katy; Petrik, Milos; Mangoni, Maria Luisa; Novotna, Gabriela Balikova; Mraz, Marek; de la Fuente-nunez, Cesar; Vacha, Robert
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errSave
Deep-learning-enabled antibiotic discovery through molecular de-extinction
errNATURE BIOMEDICAL ENGINEERING
IF26.6
err2024-06-11
err18
errOAAI
errWan, Fangping; Torres, Marcelo D. T.; Peng, Jacqueline; de la Fuente-Nunez, Cesar
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errSave
Polyproline peptide targets Klebsiella pneumoniae polysaccharides to collapse biofilms
errCELL REPORTS PHYSICAL SCIENCE
IF7.3
err2024-03-01
err3
errOAAI
errde los Santos, Laura; Beckman, Robert L.; DeBarro, Christina; Keener, James E.; Torres, Marcelo D. T.; de la Fuente-Nunez, Cesar; Brodbelt, Jennifer S.; Fleeman, Renee M.
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errSave
Recombinant production of antimicrobial peptides in plants
errBIOTECHNOLOGY ADVANCES
IF12.5
err2024-03-01
err7
PREAI
errNazarian-Firouzabadi, Farhad; Torres, Marcelo Der Torossian; de la Fuente-Nunez, Cesar
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errSave
Synthetic angiotensin II peptide derivatives confer protection against cerebral and severe non-cerebral malaria in murine models
errSCIENTIFIC REPORTS
IF3.9
err2024-02-26
err2
errOAAI
errSilva, Adriana F.; Torres, Marcelo D. T.; Silva, Leandro S.; Alves, Flavio L.; Miranda, Antonio; Oliveira Jr, Vani X.; de la Fuente-Nunez, Cesar; Pinheiro, Ana Acacia S.
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errSave
Low-Cost Biosensor Technologies for Rapid Detection of COVID-19 and Future Pandemics
errACS NANO
IF16
err2024-01-08
err17
errOAAI
errde Araujo, William Reis; Lukas, Heather; Torres, Marcelo D. T.; Gao, Wei; de la Fuente-Nunez, Cesar
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errSave
Molecular hybridization strategy for tuning bioactive peptide function
errCOMMUNICATIONS BIOLOGY
IF5.1
err2023-10-19
err7
errOAAI
errPedron, Cibele Nicolaski; Torres, Marcelo Der Torossian; Oliveira, Cyntia Silva; Silva, Adriana Farias; Andrade, Gislaine Patricia; Wang, Yiming; Pinhal, Maria Aparecida Silva; Cerchiaro, Giselle; da Silva Jr, Pedro Ismael; da Silva, Fernanda Dias; Radhakrishnan, Ravi; de la Fuente-Nunez, Cesar; Oliveira Jr, Vani Xavier
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errSave
Deep learning tools to accelerate antibiotic discovery
errEXPERT OPINION ON DRUG DISCOVERY
IF4.9
err2023-10-04
err14
PREAI
errCesaro, Angela; Bagheri, Mojtaba; Torres, Marcelo; Wan, Fangping; de la Fuente-Nunez, Cesar
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errSave
Rapid and accurate detection of herpes simplex virus type 2 using a low-cost electrochemical biosensor
errCELL REPORTS PHYSICAL SCIENCE
IF7.3
err2023-09-01
err7
errOAAI
errde Lima, Lucas F.; Ferreira, Andre L.; Awasthi, Sita; Torres, Marcelo D. T.; Friedman, Harvey M.; Cohen, Gary H.; de Araujo, William R.; de la Fuente-Nunez, Cesar
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errSave
Structure-function-guided design of synthetic peptides with anti-infective activity derived from wasp venom
errCELL REPORTS PHYSICAL SCIENCE
IF7.3
err2023-07-01
err12
errOAAI
errBoaro, Andreia; Ageitos, Lucia; Torres, Marcelo Der Torossian; Blasco, Esther Broset; Oztekin, Sebahat; de la Fuente-Nunez, Cesar
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Stability of Ti3C2T x MXene Films and Devices under Clinical Sterilization Processes
errACS NANO
IF16
err2023-05-12
err6
PREAI
errAverbeck, Spencer R. R.; Xu, Doris; Murphy, Brendan B. B.; Shevchuk, Kateryna; Shankar, Sneha; Anayee, Mark; Der Torossian Torres, Marcelo; Beauchamp, Michael S. S.; de la Fuente-Nunez, Cesar; Gogotsi, Yury; Vitale, Flavia
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Research Directions

No research directions
Co-authors
Cooperation Journals
R
Robert E. W. Hancock
H-index: 166 · Papers: 966
F
Frederic D. Bushman
H-index: 139 · Papers: 780
D
David J. Craik
H-index: 113 · Papers: 1.4K
H
HattonT.Alan (T. Alan Hatton)
H-index: 105 · Papers: 584
王
王萍 (Ping Wang)
H-index: 105 · Papers: 2.1K
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