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Here, we present a protocol to profile the interplay between host and pathogen during infection by mass spectrometry-based proteomics. This protocol uses label-free quantification to measure changes in protein abundance of both host (e.g., macrophages) and pathogen (e.g., Cryptococcus neoformans) in a single experiment.
The technological achievements of mass spectrometry (MS)-based quantitative proteomics opens many undiscovered avenues for analyzing an organism’s global proteome under varying conditions. This powerful strategy applied to the interactions of microbial pathogens with the desired host comprehensively characterizes both perspectives towards infection. Herein, the workflow describes label-free quantification (LFQ) of the infectome of Cryptococcus neoformans, a fungal facultative intracellular pathogen that is the causative agent of the deadly disease cryptococcosis, in the presence of immortalized macrophage cells. The protocol details the proper protein preparation techniques for both pathogen and mammalian cells within a single experiment, resulting in appropriate peptide submission for liquid-chromatography (LC)-MS/MS analysis. The high throughput generic nature of LFQ allows a wide dynamic range of protein identification and quantification, as well as transferability to any host-pathogen infection setting, maintaining extreme sensitivity. The method is optimized to catalogue extensive, unbiased protein abundance profiles of a pathogen within infection-mimicking conditions. Specifically, the method demonstrated here provides essential information on C. neoformans pathogenesis, such as protein production necessary for virulence and identifies critical host proteins responding to microbial invasion.
The prevalence of invasive fungal infections is vastly increasing and is correlated with unacceptably high mortality rates, most commonly reported in individuals with immunodeficient predispositions1. Cryptococcus neoformans is a notorious opportunistic fungal pathogen capable of intracellular survival within host macrophage cells. Inadequate antifungal intervention results in fungal dissemination and life-threatening manifestations of cryptococcal meningitis and meningoencephalitis2,3. The global increase in immunocompromised status has demanded a parallel increase in the use of antifungal agents, in which many fungal species, including C. neoformans, have increasingly evolved resistance towards4,5,6. Therefore, it is imperative to implement robust and efficient technologies to answer vital biological questions regarding host defence response and microbial pathogenesis.
The new age of technological advancement in mass spectrometry (MS), including the generation of powerful computational and bioinformatic pipelines, provides the foundation for an integrative vision for large-scale analysis of host-pathogen research7,8. Conventional pathogenesis-driven proteomic analysis commonly profiles the view of infection from either the host or pathogen perspective, including comprehensive methodologies such as protein correlation profiling, affinity chromatography combined with proteomics, and interactomics9. Investigations into the virulence of dangerous pathogens in a host system are of immense clinical importance; however, the application of a dual perspective analysis in a single experiment was formerly considered unattainable. For example, the pathogen’s perspective towards infection is often overwhelmed by highly abundant host proteins resulting in reduced sensitivity for the detection of low-abundant fungal proteins7. Furthermore, the high sample complexity invites many targets to investigate in a single experimental system and proves challenging to elucidate mechanisms of action for a specific pathogen protein.
Bottom-up proteomics is a popular MS technique that enables manageable sample preparation, in which peptides are generated by sequence-specific enzymatic digestion followed by liquid chromatography separation, identification, and quantification by MS10,11. Here, we present a method demonstrating a data-dependent acquisition strategy purposed to achieve an unbiased coverage of an infection-based proteome or ‘infectome’. Specifically, label-free quantification (LFQ) sheds the dependence on chemical or metabolic labels for robust and accurate identification of protein level changes across multiple proteomes, reducing sample handling and processing steps12,13. This universal application interrogates produced proteins at a given moment within a cell independent of any expected protein production; thus, novel insights may be discovered that are critical to infection.
The workflow described herein is optimized to explore protein level changes of C. neoformans during infection-mimicking conditions with host immune cells (Figure 1). Rather than relying on the isolation and separation of cell types, this approach extracts the host and pathogen proteome together, and utilizes bioinformatic separation using two organism-specific databases to distinguish species-specific protein production. This method offers advantages for an unlimited number of samples to be processed without the extra costly preparation steps necessary in isotope-based labelling studies or fractionation. Furthermore, this workflow supports optimized protein extraction protocols transferable to a wide range of fungal and bacterial pathogens capable of targeting and infecting host immune cells. Overall, this protocol outlines the steps to complete an unbiased protein extraction and sample processing for high-resolution MS, followed by data and statistical analysis, capable of providing a wealth of knowledge of fungal proteins significant for infection combined with comprehensive profiling of the host defense response.
An immortalized line of macrophages derived from BALB/c mice were used for the following protocol approved by the University of Guelph Animal Utilization Protocol 4193. Notably, other strains of mice or other sources of immortalized cells can be applied to the outlined protocol with sufficient testing to optimize the detailed parameters. The following protocol will navigate the steps beginning with a frozen vial of macrophage cells. Cells are stored in 10% FBS (fetal bovine serum), 1% L-glutamine and 5% Pen/Strep (Penicillin-Streptomycin) mixture to DMEM (Dulbecco's Modified Eagle Medium) and 20% DMSO (dimethyl sulfoxide).
1. Culturing of C. neoformans
2. Culturing of macrophage cells
NOTE: Ensure work environment is sterilized prior to cell culture work.
3. Infection of macrophage cells with C. neoformans
NOTE: Upon reaching 70-80% confluence, there will be approx. 1.2 x 106 macrophage cells per well. To achieve the desired multiplicity of infection (MOI) of 100:1, 1.2 x 108 fungal cells are required for each reaction. Cultures must be set accordingly in biological quadruplicate.
DISCLAIMER: A MOI of 100:1 has achieved desirable results in our research group and is meant as a suggestion to readers. A lower MOI may be required for more infectious C. neoformans strains or for less resilient macrophage cell lines. Verification of infection (section 3.5) can be used to determine the ideal MOI for particular C. neoformans – macrophage combinations.
4. Sample collection
5. Cellular proteome
NOTE: Sufficient lysis must be optimized for the cell type analyzed (i.e., the quantity of cycles and amplitudes depends on cell pellet size and the power percentage of probe sonicator model).
6. Mass spectrometry
7. Data analysis
NOTE: MS data can be processed with numerous bioinformatics pipelines. In this protocol, we describe processing using the publicly available MaxQuant and Perseus platforms but recommend individual users to evaluate bioinformatic tools appropriate for the analysis, preference, and usage.
The protocol outlined above enables identification and quantification of proteins derived from both the fungal pathogen, C. neoformans, and the host, macrophage cells, in a single experiment. Following co-culture, cells are collected and processed together and bioinformatically separated based on peptide profiles specific to each species. This is a powerful approach for defining the interplay of the host-pathogen relationship during infection. The number of proteins identified from the experiment depends on the ...
Critical steps in the protocol include preparation of macrophage cells and collection of co-culture samples for protein processing with minimal disruption to the cells. It is important to perform steps of washing, inoculating, and removing adherent macrophage cells gently and carefully to prevent unnecessary lysis of cells prior to collection. Establishing the correct MOI for the experiment is also critical as inoculating with an excessively high MOI can cause rapid macrophage cell death and difficulty in collecting and ...
The authors declare no conflicts of interest.
The authors thank Dr. Jonathan Krieger of Bioinformatics Solutions Inc. for operating the mass spectrometer for representative experiments, as well as members of the Geddes-McAlister group for their assistance with experimental set-up and manuscript feedback. The authors acknowledge funding support, in part, from the Banting Research Foundation – The Jarislowsky Fellowship Discovery Award, New Frontiers Research Fund – Exploration (NFRFE-2019-00425), and the Canadian Foundation for Innovation (JELF 38798) for J.G.M., as well as NSERC Canada Graduate Scholarship – Masters and Ontario Graduate Scholarship for B.B., and Queen Elizabeth II Graduate Scholarship in Science and Technology for A.S..
Name | Company | Catalog Number | Comments |
100 mM Tris-HCl, pH 8.5 | Fisher Scientific | BP152-1 | Maintain at 4°C |
60 x 15 mm Dish, Nunclon Delta | ThermoFisher Scientific | 174888 | |
6-well cell culture plate | ThermoFisher Scientific | 140675 | |
Acetonitrile, MS grade | Pierce | TS-51101 | |
Acetic Acid | Sigma Aldrich | 1099510001 | |
Acetone | Sigma Aldrich | 34850-1L | |
Ammonium bicarbonate (ABC) | ThermoFisher Scientific | A643-500 | Prepare a stock 50 mM ABC solution, stable at room temperature for up to one month. |
Bel-Art™ HiFlow Vacuum Aspirator Collection System | Fisher Scientific | 13-717-300 | Not essential, serological pipettes can be used to remove media. |
C18 resin | 3M Empore | 3M2215 | |
Cell Scrapers | VWR | 10062-906 | Not essential, other methods to release macrophage cells can be used. |
Centrifugal vaccuum concentrator | Eppendorf | 07-748-15 | |
Complete Filtration Unit | VWR | 10040-436 | |
Conical falcon tubes (15 mL) | Fisher Scientific | 05-539-12 | |
Countess II Automated Cell Counter | ThermoFisher Scientific | AMQAX1000 | Not essential, haemocytometer can be used as an alternative. |
CytoTox 96 Non-Radioactive Cytotoxicity Assay | Promega | G1780 | |
Dithiothreitol (DTT) | ThermoFisher Scientific | R0861 | Prepare bulk stock solution of 1 M DTT, flash frozen and stored at -20 °C until use. Discard after each use (do not freeze-thaw repeatedly). |
DMEM, high glucose, GlutaMAX Supplement | ThermoFisher Scientific | 10566016 | |
Fetal Bovine Serum (FBS) | ThermoFisher Scientific | 12483020 | Heat inactivate by incubating at 60°C for 30 minutes. Prepare 50 ml aliquots and flash freeze. Thaw prior to media preparation |
Haemocytometer | VWR | 15170-208 | |
HEPES | Sigma Aldrich | H3375 | Prepare 40 mM HEPES/8 M Urea in bulk stock solution, flash frozen, store at -20°C until use. Discard after each use (do not freeze-thaw repeatedly). |
High-performance liquid chromatography system | ThermoFisher Scientific | LC140 | Gradient length is based on sample complexity, recommended 120 min gradient for infectome samples. |
High-resolution mass spectrometer | ThermoFisher Scientific | 726042 | |
Iodoacetamide (IAA) | Sigma Aldrich | I6125 | Prepare 0.55 M bulk stock solution, flash frozen, store at -20°C until use. Discard after each use (do not freeze-thaw repeatedly). |
L-glutamine | ThermoFisher Scientific | 25030081 | Can be aliquot and frozen for storage. Thaw prior to media preparation. |
LoBind Microcentrifuge tubes | Eppendorf | 13-698-794 | |
MaxQuant | https://maxquant.org/ | MaxQuant is a public platform that offers tutorials, such as the MaxQuant Summer School, outlining the computational analysis steps of large MS data sets | |
Microcentrifuge | Eppendorf | 13864457 | |
Penicillin : Streptomycin 10k/10k | VWR | CA12001-692 | Can be aliquot and frozen for storage. Thaw prior to media preparation. |
Peptide separation columns | ThermoFisher Scientific | ES803 | |
Perseus Software | http://maxquant.net/perseus/ | ||
Phosphate Buffered Saline | VWR | CA12001-676 | Puchase not required. PBS can also be prepared but sterile filteration must be performed before use. |
Pierce BCA Protein Assay | ThermoFisher Scientific | 23225 | |
Pipette, Disposable Serological (10 mL) | Fisher Scientific | 13-678-11E | |
Pipette, Disposable Serological (25 mL) Basix | Fisher Scientific | 14955235 | |
Probe sonciator | ThermoFisher Scientific | 100-132-894 | |
Protease inhibitor cocktail tablet | Roche | 4693159001 | |
Sodium dodecyl sulfate | ThermoFisher Scientific | 28364 | 20% (w/v) |
Spectrophotometer (Nanodrop) | ThermoFisher Scientific | ND-2000 | |
STAGE tipping centrifuge | Sonation | STC-V2 | |
Thermal Shaker | VWR | NO89232-908 | |
Trifluoroacetic acid | ThermoFisher Scientific | 85183 | |
Trypsin/Lys-C protease mix, MS grade | Pierce | A40007 | Maintain at -20 °C. |
Ultrasonic bath | Bransonic | A89375-450 | Stored in cold room (4C) |
Urea | Sigma Aldrich | U1250-1KG | Prepare 40 mM HEPES/8 M Urea in bulk stock solution, flash frozen, store at -20 °C until use. Discard after each use (do not freeze-thaw repeatedly). |
Yeast-extract peptone dextrose broth | BD Difco | BM20 |
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