Silvio C. E. Tosatto
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View article: AlphaFlex: Ensembles of the human proteome representing disordered regions
AlphaFlex: Ensembles of the human proteome representing disordered regions Open
Over a third of residues in the canonical human proteome are predicted to fall within intrinsically disordered protein regions (IDRs), which do not adopt stable folded structures. These IDRs play critical roles in biological regulation and…
View article: Integrative Multi-Omics Characterization and Structural Insights into the Poorly Annotated Integrin ITGA6 X1X2 Isoform in Mammals
Integrative Multi-Omics Characterization and Structural Insights into the Poorly Annotated Integrin ITGA6 X1X2 Isoform in Mammals Open
Background: Accurate annotation of gene isoforms remains one of the major obstacles in translating genomic data into meaningful biological insight. Laminin-binding integrins, particularly integrin α6 (ITGA6), exemplify this challenge throu…
View article: Mathematical modeling and simulation of tumor-induced angiogenesis in retinal hemangioblastoma
Mathematical modeling and simulation of tumor-induced angiogenesis in retinal hemangioblastoma Open
Retinal Hemangioblastoma (RH) is the most frequent manifestation of the von Hippel-Lindau syndrome (VHL), a rare disease associated with the germline mutation of the von Hippel-Lindau protein (pVHL). An emblematic feature of RH is the high…
View article: Decoding protein structures with residue interaction networks
Decoding protein structures with residue interaction networks Open
The rise of AlphaFold and similar structure predictors has made it possible to determine the 3D structure of almost any protein from its amino acid sequence. Residue interaction networks (RINs), graphs where residues are represented as nod…
View article: Critical Assessment of Protein Intrinsic Disorder Round 3 ‐ Predicting Disorder in the Era of Protein Language Models
Critical Assessment of Protein Intrinsic Disorder Round 3 ‐ Predicting Disorder in the Era of Protein Language Models Open
Intrinsic disorder (ID) in proteins is a complex phenomenon, encompassing a continuum from entirely disordered regions to structured domains with flexible segments. The absence of a ground truth for all forms of disorder, combined with the…
View article: GeomeTRe: accurate calculation of geometrical descriptors of tandem repeat proteins
GeomeTRe: accurate calculation of geometrical descriptors of tandem repeat proteins Open
Motivation Structured tandem repeat proteins (STRPs) are characterized by preserved structural motifs arranged in a modular way. The structural and functional diversity of STRPs makes them particularly important for studying evolution and …
View article: ngx-mol-viewers: Angular components for interactive molecular visualization in bioinformatics
ngx-mol-viewers: Angular components for interactive molecular visualization in bioinformatics Open
Advancements in bioinformatics have been propelled by technologies like machine learning and have resulted in substantial increases in data generated from both empirical observations and computational models. Hence, well-known biological d…
View article: Open and Sustainable AI: challenges, opportunities and the road ahead in the life sciences (October 2025 -- Version 2)
Open and Sustainable AI: challenges, opportunities and the road ahead in the life sciences (October 2025 -- Version 2) Open
Artificial intelligence (AI) has recently seen transformative breakthroughs in the life sciences, expanding possibilities for researchers to interpret biological information at an unprecedented capacity, with novel applications and advance…
View article: MobiDB-lite 4.0: faster prediction of intrinsic protein disorder and structural compactness
MobiDB-lite 4.0: faster prediction of intrinsic protein disorder and structural compactness Open
Motivation In recent years, many disorder predictors have been developed to identify intrinsically disordered regions (IDRs) in proteins, achieving high accuracy. However, it may be difficult to interpret differences in predictions across …
View article: GeomeTRe: accurate calculation of geometrical descriptors of tandem repeat proteins
GeomeTRe: accurate calculation of geometrical descriptors of tandem repeat proteins Open
Structured tandem repeat proteins (STRPs) are characterized by preserved structural motifs arranged in a modular way. The structural and functional diversity of STRPs makes them particularly important for studying evolution, novel structur…
View article: Towards a Unified Framework for Determining Conformational Ensembles of Disordered Proteins
Towards a Unified Framework for Determining Conformational Ensembles of Disordered Proteins Open
Disordered proteins play essential roles in myriad cellular processes, yet their structural characterization remains a major challenge due to their dynamic and heterogeneous nature. We here present a community-driven initiative to address …
View article: Genetic variants and phenotypic data curated for the CAGI6 intellectual disability panel challenge
Genetic variants and phenotypic data curated for the CAGI6 intellectual disability panel challenge Open
Neurodevelopmental disorders (NDDs) are common conditions including clinically diverse and genetically heterogeneous diseases, such as intellectual disability, autism spectrum disorders, and epilepsy. The intricate genetic underpinnings of…
View article: Mathematical Modeling and Simulation of Tumor-Induced Angiogenesis in Retinal Hemangioblastoma
Mathematical Modeling and Simulation of Tumor-Induced Angiogenesis in Retinal Hemangioblastoma Open
Retinal Hemangioblastoma (RH) is the most frequent manifestation of the von Hippel-Lindau syndrome (VHL), a rare disease associated with the germline mutation of the von Hippel-Lindau protein (pVHL). An emblematic feature of RH is the high…
View article: CAGI6 ID panel challenge: assessment of phenotype and variant predictions in 415 children with neurodevelopmental disorders (NDDs)
CAGI6 ID panel challenge: assessment of phenotype and variant predictions in 415 children with neurodevelopmental disorders (NDDs) Open
The Genetics of Neurodevelopmental Disorders Lab in Padua provided a new intellectual disability (ID) Panel challenge for computational methods to predict patient phenotypes and their causal variants in the context of the Critical Assessme…
View article: APICURON: Database for crediting & recognition of biocuration activities
APICURON: Database for crediting & recognition of biocuration activities Open
View article: DRMAAtic: dramatically improve your cluster potential
DRMAAtic: dramatically improve your cluster potential Open
Motivation The accessibility and usability of high-performance computing (HPC) resources remain significant challenges in bioinformatics, particularly for researchers lacking extensive technical expertise. While Distributed Resource Manage…
View article: Searching and Using MobiDB Resource 6 to Explore Predictions and Annotations for Intrinsically Disordered Proteins
Searching and Using MobiDB Resource 6 to Explore Predictions and Annotations for Intrinsically Disordered Proteins Open
Intrinsically disordered proteins (IDPs) make up around 30% of eukaryotic proteomes and play a crucial role in cellular processes and in pathological conditions such as neurodegenerative disorders and cancers. However, IDPs exhibit dynamic…
View article: InterPro: the protein sequence classification resource in 2025
InterPro: the protein sequence classification resource in 2025 Open
InterPro (https://www.ebi.ac.uk/interpro) is a freely accessible resource for the classification of protein sequences into families. It integrates predictive models, known as signatures, from multiple member databases to classify sequences…
View article: The Pfam protein families database: embracing AI/ML
The Pfam protein families database: embracing AI/ML Open
The Pfam protein families database is a comprehensive collection of protein domains and families used for genome annotation and protein structure and function analysis (https://www.ebi.ac.uk/interpro/). This update describes major developm…
View article: STRPsearch: fast detection of structured tandem repeat proteins
STRPsearch: fast detection of structured tandem repeat proteins Open
Motivation Structured Tandem Repeats Proteins (STRPs) constitute a subclass of tandem repeats characterized by repetitive structural motifs. These proteins exhibit distinct secondary structures that form repetitive tertiary arrangements, o…
View article: RepeatsDB in 2025: expanding annotations of structured tandem repeats proteins on AlphaFoldDB
RepeatsDB in 2025: expanding annotations of structured tandem repeats proteins on AlphaFoldDB Open
RepeatsDB (URL: https://repeatsdb.org) stands as a key resource for the classification and annotation of Structured Tandem Repeat Proteins (STRPs), incorporating data from both the Protein Data Bank (PDB) and AlphaFoldDB. This latest relea…
View article: MOBIDB in 2025: integrating ensemble properties and function annotations for intrinsically disordered proteins
MOBIDB in 2025: integrating ensemble properties and function annotations for intrinsically disordered proteins Open
The MobiDB database (URL: https://mobidb.org/) aims to provide structural and functional information about intrinsic protein disorder, aggregating annotations from the literature, experimental data, and predictions for all known protein se…
View article: Diversity and structural‐functional insights of alpha‐solenoid proteins
Diversity and structural‐functional insights of alpha‐solenoid proteins Open
Alpha‐solenoids are a significant and diverse subset of structured tandem repeat proteins (STRPs) that are important in various domains of life. This review examines their structural and functional diversity and highlights their role in cr…
View article: Genetic Variants and Phenotypic Data Curated for the CAGI6 Intellectual Disability Panel Challenge
Genetic Variants and Phenotypic Data Curated for the CAGI6 Intellectual Disability Panel Challenge Open
Neurodevelopmental disorders (NDDs) are common conditions including clinically diverse and genetically heterogeneous diseases, such as intellectual disability, autism spectrum disorders, and epilepsy. The intricate genetic underpinnings of…
View article: 8485 Transcriptome Profiling Of Pediatric Adrenocortical Tumors (pACT) According To Disease Presentation Reinforces Prognostic Markers And Reveals A Lincrna As A Potential Therapeutic Target
8485 Transcriptome Profiling Of Pediatric Adrenocortical Tumors (pACT) According To Disease Presentation Reinforces Prognostic Markers And Reveals A Lincrna As A Potential Therapeutic Target Open
Disclosure: A.B. Arruda: None. R.P. da Silva-Júnior: None. M.F. Stecchini: None. J. Marrero-Gutiérrez: None. I. Cardinalli: None. T. Junqueira: None. C. Scrideli: None. C.A. Molina: None. T. Silvio: None. T. Silvio: None. F. Coeli-Lacchini…
View article: In Silico Exploration of AHR-HIF Pathway Interplay: Implications for Therapeutic Targeting in ccRCC
In Silico Exploration of AHR-HIF Pathway Interplay: Implications for Therapeutic Targeting in ccRCC Open
The oxygen-sensing pathway is a crucial regulatory circuit that defines cellular conditions and is extensively exploited in cancer development. Pathogenic mutations in the von Hippel–Lindau (VHL) tumour suppressor impair its role as a mast…
View article: DOME Registry: Implementing community-wide recommendations for reporting supervised machine learning in biology
DOME Registry: Implementing community-wide recommendations for reporting supervised machine learning in biology Open
Supervised machine learning (ML) is used extensively in biology and deserves closer scrutiny. The DOME recommendations aim to enhance the validation and reproducibility of ML research by establishing standards for key aspects such as data …
View article: STRPsearch: fast detection of structured tandem repeat proteins
STRPsearch: fast detection of structured tandem repeat proteins Open
Motivation State-of-the-art prediction methods are generating millions of publicly available protein structures. Structured Tandem Repeats Proteins (STRPs) constitute a subclass of tandem repeats characterized by repetitive structural moti…
View article: RING 4.0: faster residue interaction networks with novel interaction types across over 35,000 different chemical structures
RING 4.0: faster residue interaction networks with novel interaction types across over 35,000 different chemical structures Open
Residue interaction networks (RINs) are a valuable approach for representing contacts in protein structures. RINs have been widely used in various research areas, including the analysis of mutation effects, domain-domain communication, cat…
View article: A <scp>PDZ</scp> scaffolding/<scp>CaM</scp>‐mediated pathway in <scp>Cryptochrome</scp> signaling
A <span>PDZ</span> scaffolding/<span>CaM</span>‐mediated pathway in <span>Cryptochrome</span> signaling Open
Cryptochromes are cardinal constituents of the circadian clock, which orchestrates daily physiological rhythms in living organisms. A growing body of evidence points to their participation in pathways that have not traditionally been assoc…