Recombinant Neosartorya fumigata Serine/threonine-protein kinase tel1 (tel1), partial

Shipped with Ice Packs
In Stock

Description

Background on Tel1 Protein

In Saccharomyces cerevisiae, the tel1 protein is known to play a crucial role in maintaining telomere length and responding to DNA damage, particularly double-strand breaks. It is part of the PIK-related kinase family, which includes ATM (ataxia-telangiectasia mutated) and ATR (ATM- and Rad3-related) in humans. These kinases are essential for the activation of cell cycle checkpoints and the repair of DNA damage .

Neosartorya fumigata and Recombinant Proteins

Neosartorya fumigata is a species of fungus that is closely related to Aspergillus fumigatus, a common pathogen in humans. Recombinant proteins from these fungi are often expressed in systems like HEK293 cells for research and therapeutic purposes. For instance, recombinant proteins such as Asp f 1 from Neosartorya fumigata are produced with high purity and biological activity .

Potential Applications and Research Findings

While specific research findings on the recombinant Neosartorya fumigata serine/threonine-protein kinase tel1 are scarce, studies on similar kinases suggest potential applications in understanding fungal biology and pathogenesis. The tel1 kinase could be involved in DNA damage responses and telomere maintenance in Neosartorya fumigata, similar to its role in other fungi.

Table: Comparison of Tel1 Kinases Across Different Organisms

OrganismFunction of Tel1 KinaseKnown Applications or Research Findings
Saccharomyces cerevisiaeTelomere length regulation, DNA damage responseEssential for maintaining telomere length and responding to DNA damage .
Neosartorya fumigataHypothetical: Similar to S. cerevisiae tel1Limited information available; potential role in fungal pathogenesis.
Humans (ATM/ATR)DNA damage response, cell cycle checkpointsCritical in human cells for responding to ionizing radiation and maintaining genome stability .

References

  1. Protein Kinase Mutants of Human ATR Increase Sensitivity to UV and Ionizing Radiation. PMC22645.

  2. Secreted Factors of Aspergillus fumigatus Cause Lung Epithelial Barrier Disruption. PubMed.

  3. Establishment of a Structure–Activity Relationship of 1H-Imidazo[4,5-c]quinoline-Based Kinase Inhibitor NVP-BEZ235. PMC4099174.

  4. Recombinant Neosartorya fumigata Asp f 1 Protein. Sino Biological.

  5. Current and Future Pathways in Aspergillus Diagnosis. PMC9952630.

  6. Discovery and Characterization of 2-Nitro-5-(4-(phenylsulfonyl)piperazin-1-yl)-N-(pyridin-4-ylmethyl)anilines as Novel Inhibitors of the Aedes aegypti Kir1 Channel. PMC7241282.

Product Specs

Form
Lyophilized powder
Note: While we prioritize shipping the format currently in stock, please specify your format preference in order notes for customized preparation.
Lead Time
Delivery times vary depending on the purchase method and location. Please consult your local distributor for precise delivery estimates.
Note: All proteins are shipped with standard blue ice packs. Dry ice shipping requires prior arrangement and incurs additional charges.
Notes
Avoid repeated freeze-thaw cycles. Store working aliquots at 4°C for up to one week.
Reconstitution
Centrifuge the vial briefly before opening to collect the contents. Reconstitute the protein in sterile, deionized water to a concentration of 0.1-1.0 mg/mL. We recommend adding 5-50% glycerol (final concentration) and aliquoting for long-term storage at -20°C/-80°C. Our standard glycerol concentration is 50% and can serve as a guideline.
Shelf Life
Shelf life depends on various factors including storage conditions, buffer components, temperature, and protein stability. Generally, liquid formulations have a 6-month shelf life at -20°C/-80°C, while lyophilized forms have a 12-month shelf life at -20°C/-80°C.
Storage Condition
Upon receipt, store at -20°C/-80°C. Aliquoting is recommended for multiple uses. Avoid repeated freeze-thaw cycles.
Tag Info
Tag type is determined during manufacturing.
The tag type is determined during production. If a specific tag type is required, please inform us for preferential development.
Synonyms
tel1; AFUA_5G12660; Serine/threonine-protein kinase tel1; EC 2.7.11.1; ATM homolog; DNA-damage checkpoint kinase tel1; Telomere length regulation protein 1
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Protein Length
Partial
Purity
>85% (SDS-PAGE)
Species
Neosartorya fumigata (strain ATCC MYA-4609 / Af293 / CBS 101355 / FGSC A1100) (Aspergillus fumigatus)
Target Names
tel1
Uniprot No.

Target Background

Function
Serine/threonine protein kinase activating checkpoint signaling in response to genotoxic stresses (ionizing radiation, UV light, DNA replication stalling). It functions as a DNA damage sensor, recognizing the substrate consensus sequence [ST]-Q. It phosphorylates histone H2A to form H2AS128ph (γ-H2A) at DNA damage sites, regulating DNA damage response mechanisms. It plays a crucial role in telomere length control and genome stability.
Database Links
Protein Families
PI3/PI4-kinase family, ATM subfamily
Subcellular Location
Nucleus. Chromosome, telomere.

Q&A

What is the taxonomic relationship between Neosartorya fumigata and Aspergillus fumigatus?

Neosartorya fumigata and Aspergillus fumigatus have a close phylogenetic relationship. Species of the genus Neosartorya have anamorphs that are phylogenetically and morphologically very similar to Aspergillus fumigatus . This relationship creates challenges in taxonomic identification that researchers must consider when working with these organisms. While Aspergillus fumigatus is responsible for approximately 90% of human infections within the genus, understanding its relationship to Neosartorya species is crucial for accurate experimental design and interpretation . PCR-based methods using β-tubulin and calmodulin gene regions have been developed to differentiate between these species with high specificity .

What are the structural domains of Neosartorya fumigata tel1 kinase and their functional significance?

While specific structural information about Neosartorya fumigata tel1 is not detailed in the search results, kinase domain analysis can be approached using methodologies similar to those used for other fungal kinases. Researchers studying kinases in A. fumigatus have used sequence alignment to identify conserved domains and functionally significant regions . For tel1, which belongs to the PIKK (phosphatidylinositol 3-kinase-related kinase) family, key domains likely include: a catalytic kinase domain, FAT domain (FRAP, ATM, TRRAP), FATC domain, and N-terminal HEAT repeats. These domains contribute to substrate recognition, catalytic activity, and protein-protein interactions. Comparative analysis with other fungal tel1 orthologues, particularly the well-studied S. cerevisiae Tel1, would be a productive approach for structural characterization.

What are the most effective protein expression systems for producing recombinant Neosartorya fumigata tel1 kinase?

For recombinant expression of Neosartorya fumigata tel1 kinase, researchers should consider multiple expression systems, evaluating each based on protein yield, solubility, and post-translational modifications:

  • E. coli expression systems: Beneficial for high-throughput screening but may require optimization for fungal protein folding. BL21(DE3) strains with chaperone co-expression can improve folding of eukaryotic kinases.

  • Yeast expression systems: Pichia pastoris or Saccharomyces cerevisiae offer eukaryotic protein processing machinery more compatible with fungal proteins.

  • Baculovirus-insect cell system: Provides superior post-translational modifications and is particularly suitable for large proteins like tel1 kinase.

  • Filamentous fungi expression: Aspergillus or Neurospora expression systems may offer native-like processing but require optimization of transformation protocols similar to those described for A. fumigatus .

For tel1 specifically, researchers should consider expressing functional domains separately if the full-length protein proves challenging, as the protein kinase domain often remains functionally active in isolation .

How can researchers develop a genetic knockout system for tel1 in Neosartorya fumigata to study its function?

Developing a tel1 knockout in Neosartorya fumigata can follow methodologies similar to those used for A. fumigatus kinome analysis:

  • Design gene disruption cassettes: Generate constructs containing 1kb flanking regions of tel1 fused to a selectable marker (such as hygromycin resistance) using fusion PCR approaches .

  • Transformation protocol: Transform Neosartorya fumigata using protoplast-mediated transformation. A parental strain with Δku80 background improves homologous recombination efficiency, as demonstrated in A. fumigatus MFIG001 .

  • Genetic verification: Screen transformants using PCR, Southern blotting, and sequencing to confirm successful gene disruption.

  • Barcode integration: Consider incorporating unique 20-bp barcode sequences to enable downstream competitive fitness profiling through bar-seq assays, as implemented for A. fumigatus kinome analysis .

  • Heterokaryon rescue: For potentially essential genes, employ heterokaryon rescue techniques to maintain viable transformants, an approach necessary for 40 essential kinases in A. fumigatus .

What kinase activity assays are most appropriate for measuring tel1 enzymatic function in vitro?

For characterizing tel1 kinase activity in vitro, researchers should implement multiple complementary assays:

  • Radiometric assays: Using [γ-32P]ATP to measure phosphate incorporation into substrates provides high sensitivity. Suitable substrates include recombinant proteins involved in DNA damage response pathways or synthetic peptides containing tel1 consensus phosphorylation motifs (S/TQ).

  • Non-radiometric assays: Antibody-based detection of phosphorylated substrates using phospho-specific antibodies in Western blot analysis.

  • FRET-based assays: Employing fluorescence resonance energy transfer substrates that change emission properties upon phosphorylation allows real-time monitoring.

  • ADP-Glo assays: This luminescence-based assay can quantify ADP production as a measure of kinase activity.

  • Mass spectrometry: To identify specific phosphorylation sites on substrates and analyze kinase-dependent phosphoproteome changes.

When developing these assays, researchers should consider optimizing reaction conditions (pH, temperature, cation requirements) based on the fungal growth environment, as tel1 may have adapted to specific physiological conditions in Neosartorya .

How does tel1 kinase contribute to pathogenicity mechanisms in Neosartorya fumigata?

Tel1 kinase may contribute to Neosartorya fumigata pathogenicity through multiple mechanisms, though specific tel1 functions must be investigated empirically:

  • Stress response regulation: Similar to YakA kinase in A. fumigatus, tel1 likely regulates responses to environmental stressors encountered during infection. YakA deletion resulted in reduced pathogenicity in mouse models, suggesting similar kinases play crucial roles in adaptation to host environments .

  • Hyphal morphogenesis: Tel1 may regulate hyphal growth patterns and tissue penetration capacity. Studies of YakA mutants showed reduced ability to penetrate solid media and reduced recovery of turgor pressure after collapse, mechanisms potentially shared by tel1 .

  • DNA damage responses: As a PIKK family member, tel1 likely coordinates DNA damage responses essential for survival within the host's oxidative environment.

  • Septation and compartmentalization: Tel1 could participate in regulating septal pore plugging necessary for stress adaptation, similar to YakA's role in A. fumigatus .

Assessment methods should include murine infection models using immunosuppressed mice (CD1 strain), with endpoint analysis including survival curves, histopathology with H&E and Grocott's Methenamine Silver staining, and comparison of fungal burden in lung tissue .

What signaling pathways does tel1 interact with in Neosartorya fumigata and how can researchers map these interactions?

Mapping tel1 signaling networks requires multi-omics approaches:

  • Phosphoproteomics: Compare phosphoproteome profiles between wild-type and tel1-null mutants under various stress conditions using LC-MS/MS. This approach identified 21 proteins differentially phosphorylated in YakA-null mutants in A. fumigatus .

  • Yeast two-hybrid screening: Identify direct protein interactors using the kinase domain or regulatory regions as bait.

  • Co-immunoprecipitation followed by mass spectrometry: Isolate tel1 protein complexes to identify interacting partners in vivo.

  • Genetic interaction screens: Analyze synthetic lethality or epistatic relationships between tel1 and other kinases/phosphatases. The barcoded kinase library approach used for A. fumigatus (111 protein kinase null mutants) provides a model for such analyses .

  • Transcriptomics: RNA-Seq analysis comparing wild-type and tel1-null mutants can reveal downstream effectors and regulated pathways.

Based on studies of other fungal kinases, tel1 likely intersects with multiple pathways, including TOR signaling, DNA damage response pathways, and stress-responsive transcriptional programs .

How can structural analysis of tel1 kinase inform the design of specific inhibitors with antifungal potential?

Structure-based drug design for tel1 kinase inhibitors should follow these approaches:

The design should consider inhibitor specificity across fungal species while maintaining selectivity over human kinases to minimize toxicity.

How has tel1 kinase evolved across different fungal lineages and what does this reveal about its functional adaptation?

Evolutionary analysis of tel1 across fungal lineages would follow methodologies similar to those used for other fungal kinases:

  • Phylogenetic tree construction: Analysis of tel1 sequences across diverse fungi reveals evolutionary relationships and potential functional divergence. For A. fumigatus kinases, phylogenetic analysis identified distinct evolutionary clusters of kinases that correlated with functional categories .

  • Conservation analysis: Examination of domain conservation reveals functional constraints. In YakA, comparative analysis with S. cerevisiae orthologue showed limited conservation in regulatory regions (7-31%) despite higher conservation (58%) in the kinase domain, suggesting functional divergence .

  • Selection pressure analysis: Calculate dN/dS ratios across tel1 sequences to identify regions under positive or purifying selection.

  • Ancestral sequence reconstruction: Infer ancestral tel1 sequences to track evolutionary changes across fungal lineages.

  • Motif analysis: Identify lineage-specific motifs that may confer specialized functions, such as the analysis of nuclear localization signals (NLS) in YakA that revealed significant differences from yeast orthologues .

The evolutionary trajectory of tel1 may mirror patterns seen in other fungal kinases, potentially revealing repurposing events similar to YakA, which appears to have evolved different functions in filamentous fungi compared to yeasts .

What are the key differences in substrate specificity between tel1 kinase and related serine/threonine kinases in pathogenic fungi?

Understanding substrate specificity differences requires systematic approaches:

  • Consensus motif analysis: Determine phosphorylation motifs for tel1 using oriented peptide library screening and compare with related kinases.

  • Phosphoproteome analysis: Perform quantitative phosphoproteomics comparing wild-type, tel1-null, and related kinase-null mutants to identify unique and shared substrates. For YakA in A. fumigatus, this approach identified Lah (a Woronin body tethering protein) as a key substrate .

  • Kinase assays with candidate substrates: Test recombinant tel1 activity against potential substrates identified through bioinformatic prediction and compare with other fungal kinases.

  • Structural basis of specificity: Analyze structural features of the substrate-binding pocket that determine specificity differences.

  • Systems-level pathway analysis: Map kinase-substrate networks to identify pathway-specific roles of different kinases. In A. fumigatus, Bar-seq competitive fitness profiling revealed distinct roles for different MAP kinase cascade components in stress responses .

What are the optimal conditions for purifying recombinant tel1 kinase to maintain enzymatic activity?

Purification of active recombinant tel1 kinase requires careful consideration of several factors:

  • Expression system selection: For tel1, a large protein kinase, insect cell or fungal expression systems likely yield better results than bacterial systems.

  • Affinity tags: A dual-tagging approach using N-terminal His6 and C-terminal FLAG or Strep-tag II allows multi-step purification while minimizing interference with kinase activity.

  • Buffer optimization:

    • Extraction buffer: 50 mM HEPES pH 7.5, 300 mM NaCl, 10% glycerol, 1 mM DTT, 1 mM PMSF, phosphatase inhibitor cocktail

    • Purification buffers: Gradually reduce salt concentration (300 mM to 150 mM NaCl)

    • Storage buffer: 20 mM HEPES pH 7.5, 150 mM NaCl, 10% glycerol, 1 mM DTT

  • Temperature considerations: Maintain samples at 4°C throughout purification and avoid freeze-thaw cycles.

  • Co-factors and stabilizers: Include ATP analogs (AMP-PNP) during purification to stabilize the active conformation.

  • Limited proteolysis approach: If full-length tel1 proves unstable, identify stable domains through limited proteolysis and express them separately.

  • Activity preservation: Validate kinase activity at each purification step using radiometric kinase assays to ensure retention of enzymatic function.

These approaches draw from general protein kinase purification principles and specific considerations for large serine/threonine kinases in fungi .

How can researchers design experiments to investigate tel1 kinase's role in antifungal drug resistance?

Experimental design for investigating tel1's potential role in drug resistance should include:

  • Generation of genetic tools:

    • Create tel1 knockout, conditional knockdown, and point mutants (kinase-dead)

    • Develop fluorescently tagged tel1 for localization studies

    • Implement barcode-tagged mutants for competitive fitness profiling

  • Drug susceptibility testing:

    • Determine minimum inhibitory concentrations (MICs) for multiple antifungal classes

    • Conduct checkerboard assays to detect synergism between tel1 inhibitors and established antifungals

    • Perform time-kill assays to assess fungicidal versus fungistatic effects

  • Competitive fitness profiling:

    • Use Bar-seq to evaluate tel1 mutant fitness under various antifungal stresses

    • Follow protocols similar to those used for A. fumigatus kinome analysis, which identified YakA's role in azole sensitivity

  • Molecular mechanisms:

    • Analyze tel1-dependent phosphoproteome changes under drug exposure

    • Assess tel1's impact on drug efflux pumps expression and activity

    • Investigate changes in cell wall composition and ergosterol biosynthesis

  • In vivo relevance:

    • Test infection outcomes in murine models treated with antifungals

    • Compare wild-type and tel1 mutant strains for persistence during therapy

These approaches parallel the successful identification of YakA as a kinase whose deletion results in hypersensitivity to azole antifungals in A. fumigatus .

What are the challenges in developing tel1-specific inhibitors and how can these be addressed in a drug discovery pipeline?

Development of tel1-specific inhibitors faces several challenges that can be addressed through systematic approaches:

  • Selectivity challenges:

    • High conservation of kinase domains across species

    • Distinguishing tel1 from human ATM and related PIKKs

    • Solution: Focus on unique structural features in fungal tel1, specifically in ATP-binding pocket flanking regions

  • Technical challenges:

    • Large protein size complicating structural studies

    • Difficulty in expressing active recombinant protein

    • Solution: Fragment-based approaches targeting specific domains

  • Discovery pipeline:

    StageMethodsChallengesSolutions
    Target validationGenetic studies, phenotypic analysisFunctional redundancySynthetic lethality screens
    Hit identificationHigh-throughput screening, in silico dockingLimited compound librariesRepurpose existing PIKK inhibitors
    Hit-to-leadMedicinal chemistry, SAR studiesMaintaining selectivityStructure-guided optimization
    Lead optimizationPharmacokinetic studiesPenetration of fungal cell wallFormulation strategies
    PreclinicalAnimal models, toxicity studiesTranslating in vitro to in vivo efficacyPK/PD modeling
  • Synergistic approaches:

    • Identify compounds that synergize with existing antifungals

    • Target 1-ECBC derivatives, shown to synergize with azoles by inhibiting YakA kinase

    • Develop combination therapy approaches to reduce resistance development

  • Screening methodology:

    • Implement phenotypic screens based on tel1-dependent cellular processes

    • Develop biochemical assays measuring tel1 kinase activity

    • Create cell-based reporter systems for tel1 pathway activity

These strategies build on successful approaches used to identify inhibitors for other fungal kinases with therapeutic potential .

How can researchers overcome challenges in expressing soluble, active recombinant tel1 kinase?

Researchers facing challenges with tel1 expression can implement several strategies:

  • Domain-based expression:

    • Express the catalytic kinase domain (approximately 300 amino acids) separately

    • Design constructs based on secondary structure prediction to avoid disrupting structural domains

    • Create truncation libraries to identify optimally expressing constructs

  • Solubility enhancement:

    • Utilize solubility-enhancing fusion partners (MBP, SUMO, thioredoxin)

    • Co-express with molecular chaperones (GroEL/ES, DnaK/J)

    • Optimize codon usage for the expression host

  • Expression conditions optimization:

    • Test induction at lower temperatures (16-20°C)

    • Reduce inducer concentration for slower protein production

    • Evaluate auto-induction media for gradual expression

  • Post-translational modifications:

    • Consider eukaryotic expression systems if phosphorylation is critical for activity

    • Implement in vitro phosphorylation if specific sites are known

  • Protein stabilization:

    • Screen buffer conditions using differential scanning fluorimetry

    • Include stabilizing ligands (ATP analogs, specific ions)

    • Test detergents or amphipols for stabilizing hydrophobic regions

These approaches have proven successful for expressing challenging kinases and large proteins in various systems and can be adapted specifically for tel1 from Neosartorya fumigata .

What strategies can address inconsistent results in tel1 kinase activity assays?

When facing inconsistent kinase activity results, consider these troubleshooting approaches:

  • Sample preparation variables:

    • Standardize protein concentration determination methods

    • Verify protein integrity by SDS-PAGE before each assay

    • Maintain consistent freeze-thaw cycles and storage conditions

  • Assay optimization:

    • Titrate key assay components (ATP, substrate, enzyme concentrations)

    • Optimize buffer conditions (pH, salt concentration, divalent cations)

    • Determine linear range of the assay for quantitative comparisons

  • Technical controls:

    • Include kinase-dead mutant (typically K→R in ATP-binding site) as negative control

    • Use a well-characterized kinase as positive control for assay functionality

    • Implement internal normalization standards

  • Substrate considerations:

    • Verify substrate quality and batch consistency

    • For peptide substrates, ensure absence of contaminants or degradation

    • Consider substrate presentation (free vs. immobilized)

  • Data analysis:

    • Apply appropriate statistical methods for replicate analysis

    • Develop standard curves to ensure measurements fall within linear range

    • Implement quality control metrics for assay acceptance

Researchers studying YakA kinase in A. fumigatus implemented similar approaches to ensure reproducible kinase activity measurements that correlated with in vivo phenotypes .

How might CRISPR-Cas9 technologies advance the functional characterization of tel1 kinase in Neosartorya fumigata?

CRISPR-Cas9 technologies offer several advantages for tel1 kinase research:

  • Precision genome editing:

    • Generate point mutations in catalytic residues to create kinase-dead variants

    • Create domain deletion mutants to dissect domain-specific functions

    • Introduce tagged versions at the native locus for physiological expression levels

  • Conditional regulation systems:

    • Implement CRISPR interference (CRISPRi) for conditional knockdown studies

    • Develop auxin-inducible degron tags for rapid protein depletion

    • Create inducible promoter swaps for temporal control of expression

  • High-throughput approaches:

    • Generate CRISPR libraries to identify genetic interactors of tel1

    • Screen for synthetic lethal interactions in combination with antifungal drugs

    • Implement pooled CRISPR screens to identify tel1-dependent phenotypes

  • In vivo applications:

    • Develop CRISPR-based methods to modify tel1 during infection

    • Create reporter strains for monitoring tel1 activity in real-time

The implementation of CRISPR technologies would complement the traditional approaches used for studying protein kinases in A. fumigatus and allow more sophisticated genetic manipulations than the knockout approaches previously described .

What emerging technologies could enhance our understanding of tel1 kinase's spatial and temporal regulation in fungal cells?

Advanced technologies for studying tel1 kinase dynamics include:

  • Live-cell imaging approaches:

    • FRET-based kinase activity reporters for real-time visualization

    • Optogenetic tools for spatiotemporal control of tel1 activity

    • Super-resolution microscopy to analyze tel1 localization at nanoscale

  • Single-cell analysis:

    • Single-cell RNA-seq to capture cell-to-cell variation in tel1-dependent responses

    • Mass cytometry for quantifying pathway activation in thousands of individual cells

    • Microfluidics platforms for tracking tel1 activity through fungal developmental stages

  • Proximity labeling proteomics:

    • BioID or TurboID fusion proteins to identify proximal interacting partners

    • Spatial mapping of tel1 interactome under different stress conditions

    • Time-resolved proximity labeling to capture dynamic interactions

  • Structural biology advances:

    • Cryo-electron tomography for visualizing tel1 complexes in their cellular context

    • Hydrogen-deuterium exchange mass spectrometry for mapping conformational changes

    • AlphaFold2-based structural predictions integrated with experimental validation

These technologies would provide insights into how tel1 kinase is regulated spatially and temporally during fungal stress responses and host interactions, similar to recent advances in understanding YakA localization and function in A. fumigatus .

How can multi-omics approaches be integrated to comprehensively understand tel1 kinase functions in Neosartorya fumigata?

An integrated multi-omics strategy for tel1 characterization would include:

  • Data generation layer:

    • Genomics: Whole-genome sequencing of tel1 variants across clinical isolates

    • Transcriptomics: RNA-seq comparing wild-type and tel1 mutants under various conditions

    • Proteomics: Quantitative proteomics to identify abundance changes

    • Phosphoproteomics: Global phosphorylation profiling to identify tel1 substrates

    • Metabolomics: Analysis of metabolic changes in tel1 mutants

  • Integrative analysis:

    • Network reconstruction: Integrate phosphoproteomics with protein-protein interaction data to build tel1 signaling networks

    • Pathway enrichment: Identify biological processes regulated by tel1 across multiple data types

    • Causal modeling: Infer directed relationships between tel1 and downstream effectors

  • Validation approaches:

    • Targeted experiments: Test specific hypotheses generated from integrated analyses

    • Comparative analysis: Contrast tel1 networks with other kinases like YakA

    • Temporal profiling: Capture dynamic changes in tel1-dependent processes

  • Data management and visualization:

    • Implement unified data storage and processing pipelines

    • Develop interactive visualization tools for exploring multi-dimensional datasets

    • Establish data sharing through public repositories

This integrated approach would provide a systems-level understanding of tel1 function, similar to the comprehensive analysis of YakA's role in stress responses and septal plugging in A. fumigatus .

What are the potential applications of machine learning in predicting tel1 kinase substrates and inhibitors?

Machine learning approaches offer powerful tools for tel1 research:

  • Substrate prediction:

    • Sequence-based models: Train neural networks on known kinase-substrate pairs to predict tel1 substrates

    • Structural models: Use 3D conformation data to predict binding affinities

    • Ensemble methods: Combine sequence, structure, and interaction data for improved accuracy

    • Transfer learning: Leverage data from well-studied kinases to improve tel1 substrate predictions

  • Inhibitor discovery:

    • Virtual screening enhancement: Train models to prioritize compounds from virtual screening

    • De novo design: Generate novel chemical structures targeting tel1-specific pockets

    • QSAR models: Develop quantitative structure-activity relationships for tel1 inhibitors

    • Active learning: Implement iterative experimental validation to refine predictions

  • Biological effect prediction:

    • Phenotype prediction: Forecast cellular outcomes of tel1 manipulation

    • Drug combination effects: Predict synergistic combinations with existing antifungals

    • Resistance development: Model potential resistance mechanisms

  • Implementation strategy:

    Machine Learning ApproachApplicationData Requirements
    Random ForestSubstrate classificationPhosphoproteomics datasets
    Convolutional Neural NetworksBinding site recognitionStructural data
    Recurrent Neural NetworksDynamic response predictionTime-series experiments
    Graph Neural NetworksPathway impact analysisProtein interaction networks

These approaches could accelerate discovery compared to traditional methods used in kinase research and help prioritize experimental directions for understanding tel1 function .

How does tel1 kinase contribute to different pathogenicity mechanisms across Neosartorya species and related pathogenic fungi?

Comparative pathogenicity studies of tel1 across fungal species would involve:

  • Cross-species functional analysis:

    • Generate tel1 knockouts in multiple species (Neosartorya fumigata, Aspergillus fumigatus, and related pathogens)

    • Conduct comparative phenotyping under standardized conditions

    • Perform reciprocal complementation experiments with tel1 from different species

  • Host interaction studies:

    • Compare tel1 mutant virulence in consistent animal models

    • Analyze host immune response to different species' tel1 mutants

    • Examine tissue invasion capabilities using histopathological methods

  • Environmental adaptation:

    • Test stress responses relevant to specific host niches

    • Compare temperature sensitivity, similar to observations with other kinases

    • Analyze adaptation to micronutrient limitation, particularly iron

  • Molecular mechanisms comparison:

    • Identify conserved and species-specific tel1 substrates

    • Compare tel1-dependent gene expression profiles across species

    • Analyze septal plugging mechanisms, which have shown importance in A. fumigatus pathogenicity

This comparative approach would reveal how tel1 functions have evolved across species and identify conserved mechanisms that could serve as broad-spectrum therapeutic targets, similar to analyses performed for YakA kinase .

What models best simulate in vivo conditions for studying tel1 kinase function during infection?

Optimal models for studying tel1 function during infection include:

  • In vitro infection models:

    • 3D lung organoids: Recapitulate lung architecture for studying invasion

    • Air-liquid interface cultures: Mimic respiratory epithelium for attachment studies

    • Immune cell co-cultures: Examine interactions with macrophages and neutrophils

  • Ex vivo systems:

    • Precision-cut lung slices: Maintain complex lung architecture and cellular diversity

    • Whole blood assays: Evaluate interactions with complete immune components

    • Explanted tissue cultures: Study tissue-specific invasion processes

  • In vivo models:

    • Murine infection models: Immunosuppressed CD1 mice as used for YakA studies

    • Galleria mellonella: Invertebrate model for high-throughput screening

    • Zebrafish larvae: Transparent model for real-time imaging of infection

  • Advanced analytics for model systems:

    • Bioluminescent imaging for tracking fungal burden in real-time

    • Intravital microscopy for visualizing tel1 activity during infection

    • Single-cell RNA-seq of host-pathogen interface

  • Comparative assessment metrics:

    • Fungal burden quantification by qPCR and colony forming units

    • Histopathological evaluation with H&E and Grocott's Methenamine Silver staining

    • Immune response profiling through cytokine measurements

These models provide complementary approaches to understand tel1 function in different aspects of the infection process, similar to the comprehensive evaluation of YakA's role in A. fumigatus pathogenicity .

How can fundamental research on tel1 kinase translate into novel antifungal therapies for resistant Neosartorya infections?

Translational research pathways for tel1-targeted therapies include:

  • Target validation pathway:

    • Confirm tel1's essentiality or contribution to pathogenicity through robust in vivo studies

    • Establish genetic and pharmacological proof-of-concept using conditional mutants and tool compounds

    • Validate synergistic potential with existing antifungals, similar to YakA inhibition enhancing azole activity

  • Therapeutic approaches:

    • Direct inhibition: Develop small molecule inhibitors of tel1 kinase activity

    • Pathway modulation: Target downstream effectors or upstream regulators

    • Combination therapy: Exploit synergistic interactions with established antifungals

  • Screening cascade:

    • Primary biochemical screens against recombinant tel1

    • Secondary cellular assays measuring tel1-dependent phenotypes

    • Tertiary screens in infection models

  • Preclinical development considerations:

    • Pharmacokinetic optimization for lung penetration

    • Toxicity assessment focusing on selectivity over human orthologues

    • Resistance development monitoring through serial passage experiments

  • Translational challenges:

    • Fungal specificity: Ensuring selectivity over human ATM/ATR kinases

    • Tissue penetration: Overcoming the fungal cell wall barrier

    • Resistance emergence: Addressing potential compensatory mechanisms

This translational pathway mirrors successful approaches with other kinase inhibitors, including the identification of 1-ECBC as a YakA inhibitor with therapeutic potential against A. fumigatus .

What is the potential for tel1 inhibitors to be developed as broad-spectrum antifungals across multiple pathogenic species?

Evaluating tel1 as a broad-spectrum antifungal target requires addressing several key considerations:

  • Conservation analysis:

    • Assess sequence and structural conservation of tel1 across medically important fungi

    • Identify fungal-specific regions that could be exploited for selective targeting

    • Evaluate functional conservation through complementation studies

  • Comparative inhibition studies:

    • Test candidate inhibitors against tel1 from multiple fungal species

    • Determine IC50 values across orthologues to assess spectrum of activity

    • Evaluate whole-cell activity against diverse fungal pathogens

  • Resistance potential:

    • Conduct parallel evolution experiments across species to assess resistance development

    • Identify compensatory pathways that might differ between species

    • Evaluate genetic barriers to resistance through mutagenesis studies

  • Synergy evaluation:

    • Test tel1 inhibitors in combination with existing antifungal classes across species

    • Identify species-specific and conserved synergistic interactions

    • Develop optimal combination strategies for different fungal infections

  • Clinical development strategy:

    • Prioritize indications based on unmet medical need and target validation strength

    • Consider spectrum of activity in designing clinical trials

    • Develop companion diagnostics for identifying susceptible infections

Quick Inquiry

Personal Email Detected
Please use an institutional or corporate email address for inquiries. Personal email accounts ( such as Gmail, Yahoo, and Outlook) are not accepted. *
© Copyright 2025 TheBiotek. All Rights Reserved.