STRING: 71421.HI0148.1
HI_0148.1 is a small uncharacterized protein consisting of 68 amino acids with the sequence: mLFIPPPLLCLFIAIAMYFLPKIASYSVHFSVIVFVISLSFLIALSSVMQSLYVKPPLILVTLKAQQN . The protein is from Haemophilus influenzae strain ATCC 51907/DSM 11121/KW20/Rd .
Sequence analysis reveals several notable features:
High proportion of hydrophobic residues (L, I, F, V, A)
Multiple proline residues, particularly at the N-terminus
Cluster of polar residues near the C-terminus
The abundance of hydrophobic residues suggests HI_0148.1 may be membrane-associated, potentially functioning as a small transmembrane protein or membrane-associated signaling peptide. When analyzing uncharacterized proteins like HI_0148.1, researchers should perform comprehensive bioinformatic analyses including hydropathy plots, secondary structure predictions, and homology searches to identify functional domains or motifs.
Expression and purification of small hydrophobic proteins like HI_0148.1 requires careful optimization. The commercially available recombinant protein is supplied in Tris-based buffer with 50% glycerol, optimized for stability . For laboratory expression, consider:
| Expression System | Advantages | Challenges | Tag Recommendations |
|---|---|---|---|
| E. coli | Fast growth, high yield | Potential improper folding | SUMO or GST tag for solubility |
| Insect cells | Better folding of bacterial proteins | Higher cost, longer time | His-tag with TEV cleavage site |
| Cell-free systems | Avoids toxicity issues | Lower yield | Multiple options available |
For purification, implement a multi-step approach:
Initial capture using affinity chromatography (based on chosen tag)
Intermediate purification using ion exchange chromatography
Polishing step using size exclusion chromatography
Consider detergent solubilization if membrane-associated
Due to the small size of HI_0148.1, special attention should be paid to protein loss during concentration and dialysis steps. Using spin concentrators with appropriate molecular weight cut-offs (3-5 kDa) is recommended.
For proteins with limited characterization like HI_0148.1, researchers should implement multiple complementary detection methods:
Immunodetection approaches:
Mass spectrometry-based detection:
Targeted MS approaches like selected reaction monitoring (SRM)
Data-independent acquisition (DIA) methods
Peptide mass fingerprinting after trypsin digestion
Nucleic acid-based detection of expression:
qPCR to measure transcript levels
RNA-seq for comprehensive transcriptomic analysis
Northern blotting for confirmation of transcript size
When developing detection methods, researchers should consider the challenges posed by the small size of HI_0148.1 and its potentially membrane-associated nature. Extraction protocols should be optimized to ensure complete recovery from membrane fractions.
Investigating the role of HI_0148.1 in pathogenesis requires a multi-faceted approach, especially considering that H. influenzae remains a significant public health burden with increasing multi-drug resistance . Researchers should consider:
Gene knockout/knockdown studies:
CRISPR-Cas9 gene editing to create HI_0148.1 mutants
Antisense RNA approaches for transient knockdown
Assessment of virulence in infection models
Comparative genomics:
Transcriptomic/proteomic profiling:
Expression changes during infection processes
Differential expression between non-typeable (NT) and encapsulated strains
Response to antibiotic pressure and stress conditions
Host-pathogen interaction studies:
Protein-protein interaction screens with host factors
Cell adhesion and invasion assays with wild-type vs. mutant strains
Immune response triggered by purified recombinant HI_0148.1
The absence of lineage enrichment among disease samples in recent population studies suggests that invasive disease capability may not be restricted to specific H. influenzae subpopulations . Therefore, functional studies of proteins like HI_0148.1 should be conducted across diverse strain backgrounds.
Post-translational modifications (PTMs) can significantly impact protein function and may be relevant for HI_0148.1. Drawing from techniques used to study PTMs like hydroxylation , researchers can employ:
Mass spectrometry-based approaches:
High-resolution MS/MS for identification of mass shifts
Electron transfer dissociation (ETD) or electron capture dissociation (ECD) for labile modifications
Enrichment strategies for specific PTMs prior to MS analysis
PTM-specific detection methods:
Phospho-specific staining (if phosphorylation is suspected)
Glycosylation detection using lectins or specific dyes
Ubiquitination detection using specific antibodies
In silico prediction and verification:
Computational prediction of potential modification sites
Site-directed mutagenesis of predicted sites
Functional assessment of PTM-deficient mutants
| Potential PTM | Prediction Tools | Detection Method | Functional Significance |
|---|---|---|---|
| Hydroxylation | HydroxyProSite, ModPred | MS/MS with neutral loss scanning | May affect protein stability or interactions |
| Phosphorylation | NetPhos, GPS | Phospho-specific antibodies, MS | Signal transduction, regulation |
| Acetylation | PAIL, GPS-PAIL | MS/MS, acetyl-lysine antibodies | Protein localization, activity |
| Lipidation | GPS-Lipid, PrePS | Metabolic labeling, MS | Membrane anchoring |
For hydroxylation specifically, researchers can adapt methods used to detect HIF hydroxylation , such as:
CO2 capture assays to detect hydroxylation-associated decarboxylation
VHL capture assays (if hydroxylation affects protein-protein interactions)
Pharmacological substrate-trapping using inhibitors like DMOG
Mapping protein-protein interactions (PPIs) for an uncharacterized protein like HI_0148.1 requires multiple complementary approaches:
Affinity-based methods:
Tandem affinity purification (TAP-tag) of HI_0148.1 followed by MS
BioID or TurboID proximity labeling to identify neighboring proteins
Pull-down assays using recombinant HI_0148.1 as bait
Library screening approaches:
Yeast two-hybrid screening against H. influenzae or host proteomes
Phage display libraries to identify peptide binders
Protein arrays containing human proteins to identify host targets
In situ methods:
Fluorescence resonance energy transfer (FRET)
Bimolecular fluorescence complementation (BiFC)
Proximity ligation assay (PLA) for detecting interactions in tissue
Computational prediction:
Interolog mapping based on homologs with known interactions
Structural docking simulations
Co-expression network analysis
When studying membrane-associated proteins like HI_0148.1, special consideration should be given to detergent selection for extraction and maintaining native membrane environments during interaction studies. Split-membrane yeast two-hybrid systems or mammalian membrane two-hybrid approaches may be more suitable than conventional methods.
For small membrane-associated proteins like HI_0148.1, multiple structural biology approaches should be considered:
Solution NMR spectroscopy:
Particularly suitable for small proteins (<20 kDa)
Can be performed in membrane-mimetic environments (micelles, bicelles)
Provides dynamic information alongside structure
X-ray crystallography:
Requires successful crystallization, which can be challenging for membrane proteins
Consider lipidic cubic phase (LCP) crystallization
May require fusion partners to aid crystallization
Cryo-electron microscopy:
Traditionally challenging for small proteins, but advances in technology make it increasingly viable
Consider scaffold approaches or incorporation into nanodiscs
Particle averaging from multiple images to enhance resolution
Computational structure prediction:
AlphaFold2 or RoseTTAFold can provide initial structural models
Molecular dynamics simulations to assess stability in membrane environments
Refinement using limited experimental data (chemical shifts, crosslinking)
For the 68-amino acid HI_0148.1, solution NMR may be the most practical approach, particularly if the protein can be isotopically labeled during recombinant expression. The resulting structural data would provide crucial insights into potential functional domains and interaction surfaces.
Determining essentiality requires systematic genetic and phenotypic analysis:
Genetic disruption methods:
Targeted gene deletion attempts (failure may indicate essentiality)
Conditional expression systems (tet-on/off)
CRISPRi for partial knockdown to assess dose-dependent effects
Transposon mutagenesis approaches:
Tn-seq to identify essential genes under various conditions
TraDIS (Transposon Directed Insertion-site Sequencing)
Comparison of insertion patterns in HI_0148.1 vs. known essential and non-essential genes
Complementation studies:
Heterologous complementation to rescue deletion phenotypes
Domain complementation to identify essential regions
Cross-species complementation with homologs
Growth phenotype analysis:
Monitoring growth curves under various conditions
Competition assays between wild-type and mutant strains
Stress response profiling (antibiotic, oxidative, pH, temperature)
Given the rising concern about multi-drug resistant H. influenzae lineages , determining whether HI_0148.1 is essential could have significant implications for identifying new drug targets. If essential, researchers should conduct targeted small-molecule screens against the protein.
Despite being uncharacterized, HI_0148.1 may possess enzymatic activities that can be systematically investigated:
Activity screening approaches:
Generic substrate panels (protease, kinase, phosphatase, etc.)
Metabolite profiling in presence/absence of recombinant protein
Co-factor dependency tests (metal ions, nucleotides, etc.)
Assay optimization considerations:
Buffer composition screening (pH, ionic strength, detergents)
Temperature and time course analysis
Substrate concentration optimization
Detection methods:
Spectrophotometric/fluorometric continuous assays
HPLC/MS-based product detection
Radiometric assays for high sensitivity
Control experiments:
Heat-inactivated protein controls
Site-directed mutants of predicted catalytic residues
Inhibitor studies if activity is detected
When working with membrane-associated proteins like HI_0148.1, consider incorporating the protein into liposomes or nanodiscs to maintain a native-like environment that may be required for activity. Additionally, test for potential enzymatic functions in both detergent-solubilized and membrane-reconstituted forms.
While not specifically documented for HI_0148.1, protein hydroxylation is an important post-translational modification that could affect its function. Using techniques established for studying HIF hydroxylation , researchers can:
Detection of hydroxylation:
Mass spectrometry approaches optimized for hydroxylated residues
CO2 capture assays to detect hydroxylation-dependent decarboxylation
In silico prediction of potential hydroxylation sites
Manipulation of hydroxylation status:
Pharmacological inhibition using compounds like DMOG
Genetic manipulation of putative hydroxylases
Site-directed mutagenesis of predicted hydroxylation sites
Functional consequences assessment:
Protein stability studies (pulse-chase, cycloheximide chase)
Protein-protein interaction changes upon hydroxylation
Subcellular localization effects
Identification of responsible hydroxylases:
Co-immunoprecipitation with known hydroxylases
Substrate-trapping approaches using catalytically inactive hydroxylases
In vitro hydroxylation assays with recombinant enzymes
| Method | Application | Advantages | Considerations |
|---|---|---|---|
| MS/MS | Direct detection | Definitive identification | Requires high-quality spectra |
| VHL capture | Functional readout | Detects functional hydroxylation | Only applicable if hydroxylation affects VHL binding |
| Pharmacological inhibition | Functional studies | Simple implementation | Potential off-target effects |
| Immunoprecipitation | Protein-protein interactions | Identifies native complexes | Requires specific antibodies |
| Site-directed mutagenesis | Functional validation | Direct test of specific sites | May affect protein folding |
With increasing reports of multi-drug resistant (MDR) H. influenzae lineages , investigating the potential role of uncharacterized proteins like HI_0148.1 in resistance mechanisms is crucial:
Expression analysis approaches:
Comparative transcriptomics between resistant and susceptible strains
Induction studies under antibiotic pressure
Single-cell expression analysis during antibiotic exposure
Genetic manipulation studies:
Overexpression of HI_0148.1 and assessment of MIC changes
Knockout/knockdown and evaluation of antibiotic susceptibility
Site-directed mutagenesis to identify critical residues
Protein-antibiotic interaction studies:
Direct binding assays between purified HI_0148.1 and antibiotics
Structural studies of potential drug-protein complexes
Competitive binding assays with known antibiotic targets
Clinical correlation studies:
Given the membrane-associated nature of HI_0148.1, particular attention should be paid to its potential role in membrane permeability, drug efflux, or modification of cell envelope components that might contribute to resistance phenotypes.
With limitations of current Hib vaccines in protecting against non-typeable H. influenzae , novel vaccine targets are needed:
Antigenicity assessment:
Epitope mapping using synthetic peptide arrays
B-cell epitope prediction and validation
T-cell epitope identification through MHC binding assays
Conservation analysis:
Sequence conservation across clinical isolates
Population structure analysis to ensure broad coverage
Assessment of selective pressure on the protein
Accessibility studies:
Surface exposure confirmation through protease shaving
Antibody binding to intact bacteria
Immunofluorescence or electron microscopy visualization
Immunization studies:
Animal immunization with recombinant HI_0148.1
Evaluation of protective antibody responses
Challenge studies to assess vaccine efficacy
Cross-protection potential:
Cross-reactivity testing against diverse clinical isolates
Opsonophagocytic killing assays with immune sera
Complement-mediated killing assessment
If HI_0148.1 proves to be surface-exposed and conserved across non-typeable strains, it could represent a valuable target for next-generation vaccines aimed at broader protection against H. influenzae infections.