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Method Article
* These authors contributed equally
Two assays for microscopy-based high-throughput screening of host factors involved in Brucella infection are described. The entry assay detects host factors required for Brucella entry and the endpoint assay those required for intracellular replication. While applicable for alternative approaches, siRNA screening in HeLa cells is used to illustrate the protocols.
Brucella species are facultative intracellular pathogens that infect animals as their natural hosts. Transmission to humans is most commonly caused by direct contact with infected animals or by ingestion of contaminated food and can lead to severe chronic infections.
Brucella can invade professional and non-professional phagocytic cells and replicates within endoplasmic reticulum (ER)-derived vacuoles. The host factors required for Brucella entry into host cells, avoidance of lysosomal degradation, and replication in the ER-like compartment remain largely unknown. Here we describe two assays to identify host factors involved in Brucella entry and replication in HeLa cells. The protocols describe the use of RNA interference, while alternative screening methods could be applied. The assays are based on the detection of fluorescently labeled bacteria in fluorescently labeled host cells using automated wide-field microscopy. The fluorescent images are analyzed using a standardized image analysis pipeline in CellProfiler which allows single cell-based infection scoring.
In the endpoint assay, intracellular replication is measured two days after infection. This allows bacteria to traffic to their replicative niche where proliferation is initiated around 12 hr after bacterial entry. Brucella which have successfully established an intracellular niche will thus have strongly proliferated inside host cells. Since intracellular bacteria will greatly outnumber individual extracellular or intracellular non-replicative bacteria, a strain constitutively expressing GFP can be used. The strong GFP signal is then used to identify infected cells.
In contrast, for the entry assay it is essential to differentiate between intracellular and extracellular bacteria. Here, a strain encoding for a tetracycline-inducible GFP is used. Induction of GFP with simultaneous inactivation of extracellular bacteria by gentamicin enables the differentiation between intracellular and extracellular bacteria based on the GFP signal, with only intracellular bacteria being able to express GFP. This allows the robust detection of single intracellular bacteria before intracellular proliferation is initiated.
Brucella species are gram-negative, facultative intracellular pathogens belonging to the class of α-Proteobacteria. They cause abortions and infertility in their natural hosts such as cattle, goats, or sheep resulting in severe economic losses in endemic areas. Brucellosis is one of the most important zoonotic diseases worldwide causing over half a million new human infections annually1. Transmission to human is most commonly caused by direct contact with infected animals or by ingestion of contaminated food such as unpasteurized milk. Symptoms of the febrile disease are unspecific, which causes difficulties in the diagnosis of brucellosis. If untreated, patients can develop a chronic infection with more severe symptoms such as arthritis, endocarditis, and neuropathy2.
On the cellular level Brucella is able to invade phagocytic and non-phagocytic cells and replicates within an intracellular compartment known as the Brucella-containing vacuole (BCV). Internalization of bacteria requires actin cytoskeleton rearrangements by Rac, Rho, and direct activation of Cdc423. Inside the eukaryotic host cell, the BCV traffics along the endocytic pathway and despite the interaction with lysosomes, bacteria manage to avoid degradation4. Acidification of the BCV by the vesicular ATPase is required to induce the expression of the bacterial type IV secretion system (T4SS)5. It is believed that bacterial effectors secreted by the T4SS are essential for Brucella to establish its replicative niche, since deletion of the T4SS6 or inhibition of the vesicular ATPase lead to defects in the establishment of the intracellular niche7. Bacteria do not replicate during the phase of trafficking until they reach an ER-derived vacuolar compartment8. Once intracellular proliferation occurs, the BCV is found in close association with ER markers such as calnexin and glucose-6-phosphatase6.
The molecular mechanisms by which Brucella enters cells, avoids lysosomal degradation, and finally replicates in an ER-like compartment remain largely unknown. Host factors involved in different steps of infection have mainly been identified by targeted approaches or a small scale small interfering RNA (siRNA) screen performed in Drosophila cells9. These have shed light on the contribution of individual host factors during Brucella infection but we are still far from a comprehensive understanding of the entire process.
Here, protocols that allow the identification of human host factors using large-scale RNA interference (RNAi) screening in combination with automated wide-field fluorescence microscopy and automated image analysis are presented. Reverse siRNA transfection of HeLa cells is performed as described earlier10,11 with minor modifications. The endpoint assay covers a large part of the Brucella intracellular lifecycle except the egress and the infection of neighboring cells. To further characterize the hits identified in the endpoint assay, a modified protocol to identify factors involved in early steps of the infection is used.
A Brucella abortus strain that constitutively expresses GFP is used for the endpoint assay where bacteria are allowed to infect cells for two days. During this time, bacteria enter cells, traffic to the ER-derived replicative niche, and replicate in the peri-nuclear space. The high levels of GFP signal can then be used to reliably detect individual cells which contain replicating bacteria.
To study Brucella entry in a high-throughput assay, it is important to be able to distinguish between intracellular and extracellular bacteria. The method presented here circumvents differential antibody staining of intracellular and extracellular bacteria. It is based on a Brucella strain expressing a tetracycline-inducible GFP in combination with constitutive expression of dsRed. The presence of a constitutive dsRed marker allows identification of all bacteria that are present in the sample. GFP expression is induced by the addition of the non-toxic tetracycline analog anhydrotetracycline (aTc) simultaneously with inactivation of extracellular bacteria by gentamicin (Gm). While the cell-impermeable antibiotic Gm kills extracellular bacteria, aTc can enter the host cell and induce GFP expression selectively in intracellular bacteria. This dual reporter allows the robust separation of single intracellular bacteria (GFP and dsRed signal) from extracellular bacteria (only dsRed signal) using wide-field microscopy. In order to reach detectable GFP expression by intracellular Brucella we have found that 4 hr of induction by aTc results in a reliable signal. Similar induction schemes to selectively express GFP in intracellular bacteria has been used previously to study intracellular Shigella12.
Note: All work with live Brucella abortus strains must be performed inside a biosafety level 3 (BSL3) laboratory considering all required regulations and safety precautions.
1. Preparation of Screening Plates and Culturing of Bacteria and Cells
2. Reverse siRNA Transfection
3. Infection and Fixation
4. Staining
5. Imaging
6. Automated Image Analysis
Note: CellProfiler 215 is employed as image analysis software to segment cellular and bacterial objects and perform automated measurements within the identified objects. The software provides image analysis algorithms in individual modules, which can be combined into a pipeline that will execute the modules consecutively on all images, to automatically perform a specific image analysis task. To follow the protocol, install CellProfiler 2.1.1 or a newer version. Then, load the provided pipeline and follow the instructions below to adjust the required parameters within the modules. A description of the individual modules of all pipelines can be found in the Supplemental Files.
Note: Two separate pipelines are used for each assay. The first pipeline calculates a shading model, which is used by the second pipeline to correct images prior to analysis. Shading correction is applied to the images to reduce the effects of an inhomogeneous light path from the microscope. Computing the shading model in the first pipeline is a lengthy process, but the results will be of higher accuracy.
7. Infection Scoring
Note: siRNAs which have a significant impact on cell viability have to be considered with caution, since this can promote false positive discoveries. An altered cell number affects the actual MOI and targeting of essential genes can have pleiotropic effects on pathogen infection. While the incomplete depletion by siRNAs allows for the study of essential genes, such targets have to be validated by alternative methods (e.g., pharmaceutical interference) to corroborate their role as host factors during infection.
Figure 1A shows an example of image analysis used to automatically identify infected cells in the endpoint assay. Nuclei of HeLa cells stained with DAPI were identified, a peri-nucleus of 8 pixels width surrounding the nucleus, and a Voronoi cell body by extension of the nucleus by 25 pixels were calculated. Since bacteria mainly proliferate in the peri-nuclear space, the GFP intensity in this area of the cell is the most robust measurement to discriminate between infecte...
Bacterial pathogens have evolved numerous strategies to manipulate eukaryotic host cells to their benefit. Pathogens causing acute infections often show rapid proliferation which is accompanied by significant alarming of the immune system and loss of viability of infected cells. In contrast, Brucella and other pathogens that cause chronic infections manage to establish long-lasting interactions within host cells. Therefore, bacteria need to fine tune host cell functions to their benefit without disrupting cellul...
The authors declare no conflicts of interest.
This work was supported by grants 51RT 0_126008 and 51RTP0_151029 for the Research and Technology Development (RTD) project InfectX and TargetInfectX, respectively, in the frame of SystemsX.ch, the Swiss Initiative for Systems Biology. We acknowledge grant 310030B_149886 from the Swiss National Science Foundation (SNSF). Work of S.H.L and A.C. was supported by the International PhD Program "Fellowships for Excellence" of the Biozentrum. Simone Muntwiler is acknowledged for technical assistance. We would like to thank Dirk Bumann for providing pNF106 and Jean Celli for pJC43 and pJC44.
Name | Company | Catalog Number | Comments |
Tryptic Soy Agar (TSA) | BD | 236950 | |
Tryptic Soy Broth (TSB) | Fluka | 22092 | |
Kanamycin sulfate | Sigma-Aldrich | 60615 | |
Skim milk | |||
250 ml screw cap bottle | Corning | 8396 | |
DMEM | Sigma-Aldrich | D5796 | |
Fetal Calf Serum (FCS) | Gibco | 10270 | Heat-inactivated |
Trypsin-EDTA (0.5%) | Gibco | 15400-054 | 10x stock solution, dilute 1:10 in PBS |
Scepte 2.0 Cell Counter | Merck Milipore | PHCC20060 | Alternative cell counting devices can be used |
Greiner CELLSTAR 384-well plate | Sigma-Aldrich | M2062 | |
Peelable aluminum foil | Costar | 6570 | |
Reagent dispenser: "Multidrop 384 Reagent Dispenser" | Thermo Scientific | 5840150 | Alternative reagent dispenser can be used. |
Transfection reagent: "Lipofectamine RNAiMAX | Invitrogen | 13778-150 | |
Automated plate washer: "Plate washer ELx50-16" | BioTek | ELX5016 | This plate washer contains a 16-channel manifold suitable for 384-well plates. It fits into a biosafety cabinet and has a lid covering the plate during washing which reduces the risk of aerosol production. Alternative plate washers with similar features could be used. |
Gentamicin | Sigma-Aldrich | G1397 | |
Anhydrotetracycline hydrochloride | Sigma-Aldrich | 37919 | 100 μg/ml solution in 100% ethanol is kept at -20 °C protected from light in aluminum-foil |
PBS | Gibco | 20012 | |
Paraformaldehyde | Sigma-Aldrich | P6148 | Dissolve in 0.2 M HEPES buffer, pH 7.4. Store at -20 °C and thaw freshly the day before use. Caution, PFA is toxic by inhalation, in contact with skin and if swallowed. |
HEPES | Sigma-Aldrich | H3375 | |
Triton X-100 | Sigma-Aldrich | T9284 | |
DAPI | Roche | 10236276001 | |
Scrambled siRNA | Dharmacon | D-001810-10 | |
Kif11 siRNA | Dharmacon | L-003317-00 | |
ARPC3 siRNA | Dharmacon | L-005284-00 | |
Brucella abortus 2308 | |||
pJC43 (apHT::GFP) | Celli et al.12 | ||
pAC042.08 (apht::dsRed, tetO::tetR-GFP) | Construction: pJC44 4 was digested with EcoRI followed by generation of blunt ends with Klenov enzyme and subsequent digestion with SalI. TetR-GFP was amplified from pNF106 using primer prAC090 and prAC092. Following digestion with SalI, the TetR-GFP product was ligated to the digested pJC44 vector. | ||
Primer prAC090 | Sigma-Aldrich | TTT TTG AAT TCT GGC AAT TCC GAC GTC TAA GAA ACC | |
Primer prAC092 | Sigma-Aldrich | TTT TTG TCG ACT TTG TCC TAC TCA GGA GAG CGT TC | |
HeLa CCL-2 | ATCC | CCL-2 | |
ImageXpress Micro | Molecular Devices | IXM IMAGING MSCOPE | Automated cellular imaging microscope equipped with a precision motorized Z-stage. Alternative systems for automated microscopy and alternative components for hard- and software specified below can be employed. |
High-Speed Laser Auto-Focus | Molecular Devices | 1-2300-1037 | |
CFI Super Fluor 10X objective | Nikon | MRF00100 | N.A 0.50, W.D 1.20 mm, DIC Prism: 10X, Spring loaded |
Photometrics CoolSNAP HQ Monochrome CCD Camera | Molecular Devices | 1-2300-1060 | 1,392 x 1,040 imaging pixels, 6.45 x 6.45 µm pixels, 12 bits digitization |
MetaXpress software | Molecular Devices | 9500-0100 | |
LUI-Spectra-X-7 | Lumencor | SPECTRA X V-XXX-YZ | Light engine. The following light sources are used: violet (DAPI), cyan (GFP), green/yellow (RFP) |
Single Band Exciter for DAPI | Semrock | FF01-377/50-25 | |
Single Band Emitter for DAPI | Semrock | FF02-447/60-25 | |
Single Band Dichroic for DAPI | Semrock | FF409-Di03-25x36 | |
Single Band Exciter for GFP | Semrock | FF02-472/30-25 | |
Single Band Emitter for GFP | Semrock | FF01-520/35-25 | |
Single Band Dichroic for GFP | Semrock | FF495-Di03-25x36 | |
Single Band Exciter for RFP | Semrock | FF01-562/40-25 | |
Single Band Emitter for RFP | Semrock | FF01-624/40-25 | |
Single Band Dichroic for RFP | Semrock | FF593-Di03-25x36 |
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