Mycobacterium tuberculosis Central Metabolism Is Key Regulator of Macrophage Pyroptosis and Host Immunity

Metabolic dysregulation in Mycobacterium tuberculosis results in increased macrophage apoptosis or pyroptosis. However, mechanistic links between Mycobacterium virulence and bacterial metabolic plasticity remain ill defined. In this study, we screened random transposon insertions of M. bovis BCG to identify mutants that induce pyroptotic death of the infected macrophage. Analysis of the transposon insertion sites identified a panel of fdr (functioning death repressor) genes, which were shown in some cases to encode functions central to Mycobacterium metabolism. In-depth studies of one fdr gene, fdr8 (BCG3787/Rv3727), demonstrated its important role in the maintenance of M. tuberculosis and M. bovis BCG redox balance in reductive stress conditions in the host. Our studies expand the subset of known Mycobacterium genes linking bacterial metabolic plasticity to virulence and also reveal that the broad induction of pyroptosis by an intracellular bacterial pathogen is linked to enhanced cellular immunity in vivo.


Introduction
Mycobacterium tuberculosis is a highly effective pathogen that has evolved numerous mechanisms to successfully invade, replicate, and persist in the macrophage (MΦ) of humans and mammals.Persistence in MΦ in vivo contributes to the chronicity of tuberculosis (TB), the infectious disease caused by members of the M. tuberculosis complex.To effectively persist, intracellular mycobacteria must not only evade innate pathogen recognition mechanisms and antimicrobial pathways but also metabolically adapt to the MΦ intracellular environment.The successful synthesis of these strategies allows for the tubercle bacilli to persist and multiply within the host.
In vivo, innate immune cells such as MΦ are major cellular reservoirs for persistent intracellular mycobacteria [1,2].Following infection of the host by infectious aerosol, lung-resident MΦ are amongst the first cells to encounter the bacterium.Within MΦ, mycobacteria initiate global changes in gene expression, upregulating virulence factors and pathways for fatty acid degradation, gluconeogenesis, and iron acquisition [3][4][5][6][7].For intracellular pathogens such as mycobacteria, pathogenicity is correlated to metabolic plasticity in vivo and the adaptation to host lipid carbon sources [8][9][10][11][12].These observations highlight the importance of bacterial metabolism to the host-pathogen interaction, although the mechanisms for this linkage remain to be clarified.
In the current study, we used a global genetic analysis to investigate a well-known mycobacterial innate immune evasion tactic, the suppression of MΦ cell death, as a means to broadly interrogate requirements for pathogen virulence and host immunity.By screening an M. bovis BCG transposon (Tn) mutant library for mutants that caused death of infected human MΦ, we identified a panel of fdr (functioning death repressor) mutants that induced robust pyroptotic cell death in human MΦ.A number of these mutations mapped to genes central to Mycobacterium metabolism, supporting a link between mycobacterial metabolic homeostasis and the host MΦ response to infection.One fdr gene, fdr8 (BCG3787/Rv3727), encoded a hypothetical oxidoreductase/phytoene desaturase important for the maintenance of M. tuberculosis and M. bovis BCG redox balance in reductive stress conditions.In addition, fdr-induced MΦ pyroptosis resulted in enhanced M. tuberculosis-specific CD4 and CD8 T-cell immunity in vivo.This work presents data connecting bacterial pyroptosis induction and in vivo protective immunity.Our studies underscore the intimate connection between M. tuberculosis intracellular metabolic plasticity and innate immune evasion, an essential aspect of mycobacterial pathogenesis in the human host.

THP-1 and Primary Human MΦ Infection with Mycobacteria Strains
After differentiation into adherent MΦ by overnight treatment in 50 nM phorbol 12-myristate 13-acetate (PMA, Sigma-Aldrich, St. Louis, MO, USA), the medium was changed to complete RPMI medium (see Supporting Information) containing 5% non-heat inactivated human serum.Adherent THP-1 cells were infected an MOI of 5 bacteria to 1 MΦ (5:1) for 3 h.After infection, infected THP-1 monolayers were washed 3 times with 1X PBS to remove extracellular bacteria and left in complete RPMI media at 37 • C and 5% CO 2 until analysis.Most analyses were carried out 3-5 days post infection, as indicated.For infections with human primary cells, the same infection protocol was followed, with the exception that pre-and post-infection monolayers were maintained in RPMI media containing 10% AB human serum.

Flow Cytometric Sub-G 1 Cell Cycle Analysis of Infected THP-1 Cells
Procedure was adapted from Riccardi et al. 2006 [29].Briefly, 3 days post infection, the media from mycobacteria-infected THP-1 monolayers were removed from micotiter plates using 0.1% trypsin-EDTA (Invitrogen, Waltham, MA, USA) and mechanical pipetting.THP-1 cells were washed in 1× PBS, and fixed in ice-cold 70% ethanol at −20 • C. The following day, fixed cells were washed in 1× PBS and resuspended in propidium iodide staining solution (0.1% Triton X-100, 20 µg•mL −1 propidium iodide, 200 µg•mL −1 RNase A).Cells were incubated 30 min at room temperature in the dark.Cells were then subjected to flow cytometric cell cycle analysis using a FACSCalibur cytometer (BD Biosciences, Franklin Lakes, NJ, USA).Data were further analyzed with the FlowJo software (v.9, Tree Star, Inc., San Carlos, CA, USA).A hypodiploid, i.e., sub-G 1 , population in the FL2-H channel was indicative of DNA fragmentation that accompanies apoptotic or pyroptotic cell death.

Detection of Active Caspase-1 and Caspase-3/7
FAM-FLICA in vitro Caspase Detection Kits for caspase-1 and caspase-3 (Immunochemistry technologies) were used to detect active caspases in infected THP-1 cells by microscopy.Briefly, 4 × 10 5 THP-1 cells were seeded onto 12 mm glass coverslips in 24-well plates following differentiation procedures (Supporting Information).Infections with various mycobacteria strains were performed as described (Supporting Information), and 3 days post infection, coverslips were stained with FAM-YVAD-fmk or FAM-DEVD-fmk to detect active caspase-1 or caspase-3/7, respectively, and fixed according to the manufacturer's instructions for adhered cells.Stained monolayers were visualized under 200× magnification and the green channel using an Olympus IX 70 inverted microscope, equipped with a 100 W Hg light source, a lambda filter wheel containing 61002 DAPI/FITC/Texas Red cube (61002 exciter and 61002bs dichroic), and blue (BP 330-385), cyan (S403/12), green (S492/18), and red (S572/23) fluorescence channels.Images were captured using an ORCA-II Hamamatsu camera controlled by MetaMorph software (version 3.5, Molecular Devices).Image processing and analyses were done using Photoshop CS5 (Adobe, San Jose, CA, USA) or ImageJ (version 2, Wayne Rasband, U.S. National Institute of Health) software.For each sample, cells were counted from three different fields, with 100 cells counted per field.

Caspase and Inflammasome Inhibitor Studies
After infection with various mycobacteria strains, THP-1 monolayers were placed in complete RPMI media containing 50 µM Z-YVAD-FMK (Millipore, Burlington, MA, USA) or Z-DEVD-FMK (Millipore) to inhibit caspase-1 or caspase-3, respectively.Three days post infection, infected THP-1 cells were subjected to sub-G 1 analysis and flow cytometry, as described above.Similarly, infected THP-1 monolayers were treated with 50 µM glyburide (Millipore) to inhibit the NALP3 inflammasome and subsequently analyzed by flow cytometric sub-G 1 analysis.

Multiplex Cytokine Analysis of Infected THP-1 Cell Supernatants
Cytokine analysis was performed on supernatants from THP-1 cells infected with various mycobacteria strains.Infection of THP-1 cells was carried out as described above, and 4 days post infection, supernatant samples were collected for analysis.MSD MULTI-ARRAY human T H 1/T H 2 10-plex kit (Meso Scale Diagnostics LLC, Rockville, MD, USA) was used to analyze 25 µL of supernatant containing secreted human cytokines, according to the manufacturer's instructions.The human T H 1/T H 2 10-plex kit was used to detect secreted IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-8, IL-10, IL-12p70, IL-13, and TNF-α.MULTI-ARRAY plates were read using the MSD SECTOR Imager 2400, following the manufacturer's instructions.

Mycobacterium Spotted Microarray Analysis
Microarray analysis was performed on RNA isolated from Mycobacterium grown in standard 7H9 broth conditions or isolated from THP-1 cells, as indicated.Spotted M. tuberculosis H37Rv DNA microarrays were obtained through the U.S. National Institute of Allergy and Infectious Diseases-sponsored Pathogen Functional Genomics Resource Center (PFGRC) at the J. Craig Venter Institute (JCVI, La Jolla, CA, USA).cDNA probes were prepared from mycobacteria's 4 µg RNA following the PFGRC microarray laboratory protocol SOP # M007.Cy3-and Cy5-labeled cDNA probes were hybridized according to PFGRC protocol SOP # M008 to 70-mer oligo DNA microarrays representing the complete M. tuberculosis genome (M.tuberculosis v. 4 microarray slides).Three biological replicate microarrays were carried out per sample.Slides were scanned on a GenePix 4000A scanner (Molecular Devices, San Jose, CA, USA).Images were processed with the TM4 software suite37 (JCVI).TIGR Spotfinder was used to grid and quantitate spots.TIGR MIDAS was used for Lowess normalization, S.D. regularization, and in-slide replicate analysis, with all quality-control flags on and one bad-channel-tolerance policy set to "generous".Results were analyzed in TIGR MeV with significance analysis of microarrays (SAM) and considered significant at q < 0.05.

Infected-THP-1 Cell Affymetrix Microarray Analysis
Microarray analysis was performed on RNA isolated from mycobacteria-infected THP-1 cells, as described above.First, 700 ng total RNA was further processed by the Albert Einstein College of Medicine Microarray Facility using the standard Affymetrix pipeline and hybridized to a Human Gene 1.0 ST GeneChip array (Affymetrix, Santa Clara, CA, USA).The raw data CEL files, provided by the Microarray Facility, were normalized by RMA methods in GeneSpring GX software (Affymetrix).The log 2 -transformed signal intensities were averaged for biological triplicates and the mean value used to compute the fold expression change.Results were analyzed in TIGR MeV with significance analysis of microarrays (SAM) and considered significant at q < 0.05.
Significant data were analyzed through the use of IPA (Ingenuity Systems, www.ingenuity.com,accessed on 12 December 2012).Functional analysis identified the biological functions from the Ingenuity Knowledge Base most significant to the dataset and the dataset molecules associated with these functions.Right-tailed Fisher's exact test was used to calculate p-value, determining the probability that each biological function assigned to the dataset was due to chance alone.

Statistical Analyses
GraphPad Prism 5 and Microsoft Excel (version 2011) were used for statistical analyses.The F-test was used to determine equal variance between experimental data and control (p > 0.05).The unpaired, two-tailed t-test was used to evaluate significance relative to control, as indicated in the text.Significance is displayed according to the Michelin Guide scale: * p < 0.05; ** p < 0.01; *** p < 0.001; ns: not significant.
For growth curves, Graphpad Prism 5 software was used for non-linear regression Logistic curve fit analysis, using the following formulas: where y 0 is the OD 600nm at time zero, and y max is OD 600nm at plateau.k = growth rate = ln 2/doubling time.
The typical growth rate for a bacterial strain with a 24 h doubling time is 0.029 h −1 .

Identification of Mycobacterium Mutants That Promote MΦ Cell Death
The strain chosen for Tn mutagenesis was mc 2 6455, a recombinant M. bovis BCG Danish 1331 strain (see Table S1).M. bovis BCG is genetically 99.95% identical to M. tuberculosis and preserves many mycobacterial immune evasion mechanisms, including the suppression of host cell death [17,30].Strain mc 2 6455 expresses the Clostridium perfringens perfringolysin O [31,32], predicted to mediate bacterial endosomal escape in a manner similar to M. tuberculosis RD1-mediated phagosomal escape [33][34][35].Therefore, mc 2 6455 is expected to partially mimic the phenotype of virulent RD1 + M. tuberculosis and M. bovis in intracellular lifestyle.
Tn mutagenesis was performed on mc 2 6455, and 5000 Tn mutants were screened by infection of human monocytoid THP-1 cells to identify mutants defective in the suppression of MΦ cell death.Candidate Tn mutants were selected on the basis of increased numbers of dead THP-1 cells based on microscopy of cultures stained with the fluorescent dye HO258.Initial screening identified 17 candidate mutants that had substantially lost the ability of the parental mc 2 6455 to suppress MΦ cell death.These mutants were subjected to secondary screening using an alternate cell death detection method in which infected MΦ were analyzed by flow cytometry to quantitate the proportion of cells showing substantial loss of genomic DNA due to DNA fragmentation [29].These results confirmed the robust induction of MΦ cell death by 9 of the Tn mutants (Figure 1A), which we designated as fdr (functioning death repressor) mutants.The percent cell death in THP-1 cells following infection with fdr mutants was similar to that observed in M. kansasii-infected control cultures.In these experiments, treatment of THP-1 cells with 1 µM staurosporine (an inducer of apoptosis) or 20 µM nigericin (an inducer of necrosis) were also included as controls.
stantial loss of genomic DNA due to DNA fragmentation [29].These results confirmed the robust induction of MΦ cell death by 9 of the Tn mutants (Figure 1A), which we designated as fdr (functioning death repressor) mutants.The percent cell death in THP-1 cells following infection with fdr mutants was similar to that observed in M. kansasii-infected control cultures.In these experiments, treatment of THP-1 cells with 1 µM staurosporine (an inducer of apoptosis) or 20 µM nigericin (an inducer of necrosis) were also included as controls.

Figure 1. fdr mutants induce cell death of infected MΦ. (A). Secondary screening of candidate fdr
mutants by sub-G1 analysis.Flow cytometric cell cycle analysis of infected THP-1 cells that were ethanol-fixed and stained with propidium idodide.Percent sub-G1 was calculated from the total gated population for each sample from three independent experiments.Staurosporine and nigericin treatments were for 4 h at 37 °C.(B) THP-1 cells were infected with mycobacteria strains at an MOI of 5:1, and 3 days post infection, infected cells were analyzed by sub-G1 analysis for cell death.Checkered bars = cosmid integrants; solid bars = fdr strains.Data are from three independent experiments.
To prove that the fdr genes were responsible for the induction of MΦ cell death, complementation analysis was performed.Specific complementing cosmids were transformed into corresponding fdr mutants, and these strains were used to infect THP-1 cells.The results indicated that the introduction of the appropriate cosmids clearly complemented the cell death phenotype (Figure 1B).Therefore, these fdr mutant phenotypes were specific to an fdr gene knockout.To prove that the fdr genes were responsible for the induction of MΦ cell death, complementation analysis was performed.Specific complementing cosmids were transformed into corresponding fdr mutants, and these strains were used to infect THP-1 cells.The results indicated that the introduction of the appropriate cosmids clearly complemented the cell death phenotype (Figure 1B).Therefore, these fdr mutant phenotypes were specific to an fdr gene knockout.

A. B. u n i n f e c t e d B
The Tn insertion sites for these five fdr mutants were mapped to the M. bovis BCG genome (Table 1).Of note, one ORF was identified by two independent Tn hits (BCG3787, in fdr8 and fdr15); therefore, fdr8 was used for all subsequent experiments.The fdr ORF functional classifications revealed that four out of the five ORFs identified (fdr2, fdr4, fdr8/15, and fdr16) were involved in intermediate metabolism or lipid metabolism.This abundance of metabolic genes suggests a major role for the metabolic state of intracellular bacteria in the induction of cell death in infected MΦ and in the inhibition of this process by pathogenic mycobacteria.

Mechanism of Cell Death in MΦ Infected with fdr Mutants
Preliminary cell death analyses further defined the MΦ cell death induced by the fdr mutants.fdr-infected THP-1 monolayers were subjected to terminal deoxynucleotidyl transferase dUTP nick-end labeling (TUNEL staining).Microscopy analysis showed that all the fdr-infected THP-1 cells showed increased nuclear TUNEL staining (Figure S1A).
In addition, M. kansasii-infected and staurosporine-treated cells showed robust TUNEL staining.These data corroborated the results of sub-G 1 analysis (Figure 1A).However, TUNEL staining can be seen in cells undergoing DNA fragmentation associated with apoptosis or pyroptosis [23,36].
In addition, infected THP-1 monolayers were stained for pan-caspase activation.Microscopic analysis showed that all fdr-infected THP-1 cells were caspase-positive (Figure S1B).M. kansasii controls were also caspase-positive.Between the cell death modes that result in HO258 positivity, apoptosis and pyroptosis are caspase-positive, while necrosis is caspase-negative [37].Taken together, these data suggested that the cell death induced in THP-1 cells by fdr mutants is not necrotic but more representative of apoptosis or pyroptosis.
Pyroptosis involves the activation of caspase-1 by the recognition of intracellular danger signals by Nod-like-receptors, culminating in the secretion of IL-1β and caspase-1-dependent cell death [37,46,47].Pyroptosis induced by M. kansasii involves the Nodlike-receptor NALP3 [41].Therefore, the requirement for NALP3 inflammasome in pyroptosis induced by fdr mutants was tested by using a well-known inhibitor of NALP3, glyburide [48].Cell death analyses confirmed that glyburide significantly decreased fdrinduced MΦ cell death to that of the BCG parent control (Figure 2E).This expected decrease was also seen in the M. kansasii control.
Because reactive oxygen species (ROS) have been shown to be a danger signal mediating activation of the NALP3 inflammasome [49,50] and are involved in M. kansasii-induced pyroptosis [41], the effect of an ROS scavenger N-acetylcysteine (NAC) was tested.As a result, 20 mM NAC reduced pyroptosis induced by fdr mutants by approximately 50%, similar to the M. kansasii-infected MΦ (Figure 2F).Therefore, the pyroptosis seen in THP-1 cells infected with fdr mutants was dependent on the NALP3 inflammasome, with intracellular ROS contributing to the pyroptosis induction.
(Figure 2B,D).Cell death analyses showed that while caspase-3/7 inhibitor had no effect on fdr-induced THP-1 cell death (Figure 2B), caspase-1 inhibitor significantly decreased fdr-induced cell death to control levels (Figure 2D).Therefore, caspase-1 was required for fdr-induced cell death, consistent with similar pyroptosis studies using the avirulent M kansasii [41].Taken together, these results indicate that the cell death induced by fdr mutants in THP-1 cells was not apoptotic but pyroptotic in nature.

MΦ Infected with fdr Mutants Secreted IL-1β and Exhibited a Host-Protective Cytokine Profile
The activation of caspase-1 in pyroptotic cells results in the processing of pro-IL-1β into mature IL-1β, which is secreted [51].IL-1β can have autocrine and paracrine effects on local pro-and anti-inflammatory cytokine secretion.Therefore, THP-1 cells infected with fdr mutants were analyzed for secretion of T H 1 and T H 2 cytokines by MSD MULTI-ARRAY technology at 4 days post infection.M. kansasii and M. tuberculosis H37Ra-infected THP-1 cell supernatants were included as cell-death-positive controls [14].
In all cases, the cytokine profile of fdr mutant-infected THP-1 cells was similar to the cell death control infections (Figure 3).fdr mutant-infected cells showed significantly increased IL-1β, consistent with pyroptosis (Figure 3A).They also secreted significantly increased TNF-α, less IL-8, and increased IL-4 (Figure 3B-D).Unexpectedly, fdr mutantinfected THP-1 cells produced increased IFN-γ (Figure 3E), which is normally secreted primarily by T cells but has also been found to be secreted by human MΦ in the presence of IL-12 and IL-18.Here, IL-12 showed a tendency to be increased (Figure 3F), but IL-18 was not tested.Overall, fdr mutant-infected MΦ exhibited a pro-inflammatory cytokine profile that included IL-4 and IFN-γ, two cytokines important for the control of mycobacterial infection and inflammation in the host.
Interestingly, the cell death and cytokine responses to infection with fdr mutants was correlated with an intracellular bacterial growth restriction prior to the appearance of cell death (Figure S2A).For five mutants (fdr2, fdr4, fdr8, fdr11, and fdr16), the approximately half-log decrease in cfu at day 3 was statistically significant (between p < 0.01 and p < 0.05).The fdr strains had no significant growth differences 7H9 broth medium (Figure S2B), indicating that these mutants did not have intrinsic growth defects.Together, these data suggest that the effects of fdr mutations on MΦ cell death and cytokine production were responsible for the enhanced control of intracellular burden.

Augmentation of CD4 and CD8 T-Cell Responses by Infection with fdr Mutants
As a pro-inflammatory, T H 1-skewed immune response is considered optimal for the control of TB and the establishment of immunity to mycobacteria [52][53][54].Pyroptosis has also been hypothesized to play an important role in bacterial immunity in vivo; however, direct evidence has been lacking [55].Our results showing that pyroptotic fdr mutants induced a pro-inflammatory cytokine profile and have a growth defect in MΦ were consistent with the proposed role of pyroptosis in promoting host immunity.To further asses this in vivo and examine the effects of pyroptosis on adaptive immunity, the stimulation of IFN-γ producing T-cell responses in mice infected with fdr mutants was assessed by ELISPOT.BCG parent and fdr mutant bacteria were injected subcutaneously into C57BL/6 mice, and 21 days later, M. tuberculosis-specific CD4 and CD8 T-cell responses in the spleen were quantitated by IFN-γ ELISPOT (Figure 3G,H).BCG Danish strain 1331 was included for comparison to the BCG parent (mc 2 6455), and these showed similar results.Remarkably, the fdr mutants robustly enhanced both CD4 and CD8 responses to peptides from M. tuberculosis antigens Ag85B and TB10.3/4 (Figure 3G,F).The differences in responses between BCG parent and mutants were not due to differences in inoculum or bacterial burden at harvest since, despite the enhanced immunogenicity, the bacterial loads in the spleens at 3 weeks showed no significant differences between BCG parent and fdr strains (Figure S3A,B).

Microarray Analysis of fdr8 Intracellular Expression Patterns
Because the BCG3787 was identified twice in the Tn mutagenesis screen (fdr8 and fdr15; Table 1), and these Tn insertions could be complemented with an appropriate cosmid (Figure 1B), this fdr locus was selected for more detailed analysis.To gain initial insight into the interaction of the fdr8 mutant bacilli with host MΦ, we carried out global analyses by microarrays of both the bacterial and host cell transcriptomes.For intracellular bacterial gene expression analysis, mc 2 6455 (parental strain) and fdr8 mutant strain were used to infect THP-1 cells, and bacterial RNA isolated 3 days post infection was used for microarray analysis.This revealed 294 genes differentially expressed at least 2-fold in fdr8 mutant compared to the parental strain bacilli.Among these, 222 genes were over-represented (Table S2), and 72 genes were under-represented (Table S3) in the fdr8 mutant.Amongst the over-represented genes was a large subset involved in mycobacterial fatty acid and protein biosynthesis (Figure 4, in red).

Augmentation of CD4 and CD8 T-Cell Responses by Infection with fdr Mutants
As a pro-inflammatory, TH1-skewed immune response is considered optimal for the control of TB and the establishment of immunity to mycobacteria [52][53][54].Pyroptosis has also been hypothesized to play an important role in bacterial immunity in vivo; however, direct evidence has been lacking [55].Our results showing that pyroptotic fdr mutants induced a pro-inflammatory cytokine profile and have a growth defect in MΦ were consistent with the proposed role of pyroptosis in promoting host immunity.To further asses lar bacterial gene expression analysis, mc 2 6455 (parental strain) and fdr8 mutant strain were used to infect THP-1 cells, and bacterial RNA isolated 3 days post infection was used for microarray analysis.This revealed 294 genes differentially expressed at least 2-fold in fdr8 mutant compared to the parental strain bacilli.Among these, 222 genes were overrepresented (Table S2), and 72 genes were under-represented (Table S3) in the fdr8 mutant.Amongst the over-represented genes was a large subset involved in mycobacterial fatty acid and protein biosynthesis (Figure 4, in red).Since it is hypothesized that lipid anabolism functions in redox balance to alleviate reductive stress [56,57], these data suggest that the fdr8 mutant was undergoing reductive stress in MΦ.Consistent with this, eight genes involved in the mycobacterial response to stress from reactive oxygen species (ROS) were also over-represented (Figure 4, in red).Reductive stress can also paradoxically lead to production of ROS, resulting from the release of redox-active iron leading to oxidative stress [57,58].Therefore, this implies the fdr8 mutant experienced greater redox stress in MΦ and provides a possible explanation for the partial decrease in fdr-induced pyroptosis that was observed after NAC treatment (Figure 2).Since it is hypothesized that lipid anabolism functions in redox balance to alleviate reductive stress [56,57], these data suggest that the fdr8 mutant was undergoing reductive stress in MΦ.Consistent with this, eight genes involved in the mycobacterial response to stress from reactive oxygen species (ROS) were also over-represented (Figure 4, in red).Reductive stress can also paradoxically lead to production of ROS, resulting from the release of redox-active iron leading to oxidative stress [57,58].Therefore, this implies the fdr8 mutant experienced greater redox stress in MΦ and provides a possible explanation for the partial decrease in fdr-induced pyroptosis that was observed after NAC treatment (Figure 2).Also, there were over-represented genes in the mce1 and ESX-5 regions, which are both predicted to have roles in M. tuberculosis pathogenesis.The mce1 genes are expressed early in M. tuberculosis infection and induce pro-inflammatory cytokines [59].The ESX-5 system is expressed intracellularly and induces caspase-1, secretion of IL-1β, and pyroptotic cell death in THP-1 MΦ [60].Therefore, the over-representation of mce1 and ESX-5 genes may contribute to the effects of fdr8 mutant bacilli on MΦ cytokine and cell death responses.
Amongst the 72 under-represented genes, many were conserved hypothetical proteins.However, consistent with the over-representation of redox stress-related genes, the underrepresented genes included genes that increase bacterial iron acquisition and storage that could potentially promote redox damage (Figure 4, in blue) Of note, there were several uncharacterized, transcriptional regulators under-represented in the fdr8 mutant, which could be involved in regulation of these redox genes.

Microarray Analysis of fdr8-Infected MΦ Gene Expression
Gene expression profiles of THP-1 cells infected with fdr8 mutant versus parental strains were also assessed by microarray, revealing 80 genes that were differentially expressed.To determine whether any biological pathways or functions were overrepresented within this gene set, ingenuity pathway analysis (IPA) was performed (Ingenuity Systems).
Overall, 67 genes were over-represented in fdr8 mutant-infected THP-1 cells (Table S5) and 13 genes under-represented (Table S6) compared to wild-type infected MΦ.The expression data and IPA analyses support previous observations that pyroptosis and a pro-inflammatory innate response was induced in fdr8 mutant-infected MΦ (Figure S4A,B).IPA identified the cell-to-cell signaling and interaction, cellular movement, and immune cell trafficking functions to be most highly over-represented in this pattern of gene expression.(Figure S4A).On the other hand, cell-mediated immune responses, hematological system development, lymphoid tissue structure and development, and cell-to-cell signaling and interaction functions were the most under-represented (Figure S4B).

Sensitivity of fdr8-Null Mutants to Reductive Stress
In order to test the impact of the fdr8 locus on redox stress, we tested the impact of both a classical oxidative stress inducer (0.1% hydrogen peroxide) and a reductive stress inducer (5 mM dithiothreitol, DTT) on the growth of mycobacteria in culture.For these experiments, we generated precise null deletions of this locus in the parental mc 2 6455 BCG strain as well as standard BCG-Danish and in an attenuated strain of M. tuberculosis (Table S1 and Figure S5A; mc 2 6206-M.tuberculosis H37RV ∆panCD∆leuCD) [61].Of note, all null mutants induced pyroptosis in THP-1 cells independent of strain background (Figure S5B).In addition, this induction of cell death was seen in human primary MΦ (Figure S5C).The fdr8-null mutants of BCG-Danish and mc 2 6206 were used in further studies.
In redox stress experiments, M. bovis BCG and M. tuberculosis strains showed similar results (Figure 5).The fdr8 nulls were significantly more sensitive to 5 mM DTT treatment (reductive stress) than the wild type (Figure 5A,B).In contrast, the fdr8-null bacteria did not show growth inhibition in the presence of 0.1% H2O2 (Figure 5C,D).Rather, there was a trend for increased cfu of the BCG-Danish mutant and a statistically significant increase in cfu for the M. tuberculosis mutant.This enhancement, while unexpected, may reflect the overrepresentation of several ROS scavenging genes observed in the intracellular transcriptome of fdr8 mutants (Figure 4).In contrast, the reductive stress induced by DTT treatment may represent a different form of redox stress that the fdr8-null mutant cannot overcome.

Defect in the Utilization of Odd-Chain Fatty Acids by fdr8 Mutants
Many of the identified fdr genes have metabolic roles, including fdr8 (Table 1).These strains had a growth defect in MΦ (Figure S2).Therefore, it is possible that the inactivation of fdr genes may affect bacterial metabolism and growth on in vivo carbons sources.Moreover, the fdr8-null mutants exhibited a defect in reductive stress conditions (Figure 5), and reductive stress has been correlated with mycobacterial catabolism of host lipid carbon sources [57].Therefore, we investigated the effect of fdr8 inactivation on growth during a 4-week period in media containing a variety of individual carbon sources (glucose, glycerol, acetate, propionate, butyrate, valerate, and caproate).In the M. bovis BCG and M. tuberculosis fdr8-null mutants, there were strong growth defects when the odd-chain lipids propionate and valerate were used as sole carbon sources (Figure S6).This was reflected in decreased growth rates compared to wild-type parent strains (Table 2, decreased The fdr8 nulls were significantly more sensitive to 5 mM DTT treatment (reductive stress) than the wild type (Figure 5A,B).In contrast, the fdr8-null bacteria did not show growth inhibition in the presence of 0.1% H 2 O 2 (Figure 5C,D).Rather, there was a trend for increased cfu of the BCG-Danish mutant and a statistically significant increase in cfu for the M. tuberculosis mutant.This enhancement, while unexpected, may reflect the overrepresentation of several ROS scavenging genes observed in the intracellular transcriptome of fdr8 mutants (Figure 4).In contrast, the reductive stress induced by DTT treatment may represent a different form of redox stress that the fdr8-null mutant cannot overcome.

Defect in the Utilization of Odd-Chain Fatty Acids by fdr8 Mutants
Many of the identified fdr genes have metabolic roles, including fdr8 (Table 1).These strains had a growth defect in MΦ (Figure S2).Therefore, it is possible that the inactivation of fdr genes may affect bacterial metabolism and growth on in vivo carbons sources.Moreover, the fdr8-null mutants exhibited a defect in reductive stress conditions (Figure 5), and reductive stress has been correlated with mycobacterial catabolism of host lipid carbon sources [57].Therefore, we investigated the effect of fdr8 inactivation on growth during a 4-week period in media containing a variety of individual carbon sources (glucose, glycerol, acetate, propionate, butyrate, valerate, and caproate).In the M. bovis BCG and M. tuberculosis fdr8-null mutants, there were strong growth defects when the odd-chain lipids propionate and valerate were used as sole carbon sources (Figure S6).This was reflected in decreased growth rates compared to wild-type parent strains (Table 2, decreased growth rate has been bolded).The BCG-Danish fdr8 mutant also had small defects in glucose and glycerol, while the M. tuberculosis mutant did not.The reason for this disparity in glucose and glycerol defects is currently not known but may represent species-specific differences in carbon utilization.Regardless, the odd-chain lipid growth defects in both M. bovis BCG and M. tuberculosis fdr8-null mutants strongly suggested that the fdr8 locus has a conserved role in mycobacterial catabolism or detoxification of host cell lipids.

fdr Mutations Map to a Diverse Set of Genes Conserved in Virulent Mycobacterium
In this study, we identified that novel fdr mutants induce MΦ cell death.Unlike the cell-death-repressing genes of other pathogenic bacteria that directly modulate host cell death machinery (such as Yop proteins of Yersinia) [62], a number of fdr Tn insertions mapped to genes involved in metabolism, albeit with uncharacterized or hypothetical functions (Table 1).Nonetheless, the fdr mutants characterized exhibited normal growth kinetics in vitro.Their growth defects in MΦ suggests the metabolic pathways identified are important for mycobacterial intracellular growth.This is supported by the observed in vitro growth defect of fdr8 on odd-chain fatty acids; however, the defects of other fdr mutants on in-vivo-relevant carbon sources remain to be explored.Most are implicated in M. tuberculosis pathogenicity.fdr2 (Rv1831) is expressed in both murine and human MΦ and is required for survival in primary murine MΦ [5,63].fdr4 (tcrX) is implicated in the response of Mycobacterium to iron starvation in the host [64] and is required [63] for survival in primary mouse MΦ. fdr8 (Rv3727) is required for M. tuberculosis survival in non-human primates [65].fdr16 (arcA) is also required for M. tuberculosis survival in non-human primates [65].These fdr genes indicate that mycobacterial metabolic balance in the host is paramount to the mycobacterial-MΦ interaction.However, it is possible that with reduced stringencies, future genetic studies may show that additional mycobacterial factors and metabolic pathways contribute to the host viability.

Mechanistic Insights into Pyroptosis Induction by fdr Mutants
Several experiments confirmed that the fdr mutants induced robust pyroptosis of THP-1 cells (Figure 2).Gasdermin D (GSDMD) mediates pyroptosis by binding to the host membrane to form pores, which leads to the release of proinflammatory mediators, majorly IL-1β [66,67].In humans, caspase-1 activates GSDMD, and the M. tuberculosis protein EST12 has been reported to induce GSDMD-induced pyroptosis in MΦ [45].The induction of pyroptosis requires two inducing signals: (1) the expression of pro-IL-1β in response to TLR stimulation or MyD88 signaling and (2) the activation of inflammasome and caspase-1, requiring recognition of an intracellular danger signal by an NLR, such as NALP3.The fdr mutants clearly modulate signal 2 since fdr-induced MΦ cell death was dependent on caspase-1 and the NALP3 inflammasome (Figure 2) and resulted in IL-1β secretion (Figure 3A).Although we did not analyze GSDMD, the detection of IL-1β secretion in our experiment results strongly indicates its involvement in fdr8-induced pyroptosis.In addition, the observed fdr8-induced increase in MΦ IL-1β expression suggests that signal 1 is also modulated by fdr (Figure 4).fdr-induced pyroptosis was partially dependent on ROS, which is a confirmed activator of the NALP3 inflammasome [49,50], including during microbial infection [68].The pyroptosis induced by M. kansasii has been attributed to the NALP3 inflammasome and ROS [41].The data presented here provide further evidence that the NALP3 inflammasome has a role in the control of virulent Mycobacterium infection.

The Effects of Mycobacterial Suppression of Pyroptosis on Host Immunity
fdr inactivation had multiple immunological effects on MΦ and in vivo.Infection of THP-1 cells with fdr mutants resulted in increased IL-1β, TNF-α, and IL-4 (Figure 3).IL-1 and TNF-α are known to be critical for the control of tuberculosis [69,70].Interestingly, IL-4 is also important for the control of inflammation during tuberculosis, protecting against the lung pathology concurrent with an unchecked inflammatory response [71].Surprisingly, fdr-infected THP-1 cells showed significant secretion of IFN-γ, a cytokine normally secreted by T cells.Reports show that human MΦ can secrete IFN-γ in the presence of pro-inflammatory cytokines IL-12 and IL-18 [72,73].While IL-12 showed only a trend for increase, IL-12 had an early peak and was endocytosed [74].IL-18 was not tested as part of this assay but is processed by caspase-1 in a manner similar to IL-1β, and the secretion of the two are correlated [75].Interestingly, IFN-γ has anti-inflammatory functions, including the promotion of caspase-1-and -3-dependent cell death and the inhibition of IL-1β, TNF-α, and IL-8 production [76].Perhaps together, the IL-4 and IFN-γ seen in fdr-infected MΦ help modulate the pyroptotic inflammatory response.Finally, fdr-infected THP-1 cells secreted less IL-8 than wild-type-infected controls.This chemokine is a major mediator of the inflammatory response and recruits neutrophils.IL-8 secretion is normally repressed by the anti-inflammatory properties of IL-4 [77] and IFN-γ [69], consistent with the results of this study.Therefore, these data indicate that the pyroptosis induced by fdr strains results in a protective-and not pathological-immunological response in the host.This is supported by the growth of fdr mutants in MΦ and the immunogenicity of these strains in mice.The fdr mutants showed decreased growth in THP-1 cells.The induction of pyroptosis is associated with intracellular control of infection for several intracellular pathogens [42,[78][79][80][81].Moreover, in vivo, ELISPOT analysis confirmed that the inactivation of fdr genes and pyroptosis-suppressing mechanisms was beneficial to cellular immunity to M. tuberculosis in vivo.This group previously reported the first in vivo studies linking the subversion of mycobacterial MΦ apoptosis-suppressing mechanisms, by precise deletion of secA2, to the augmentation of M. tuberculosis-specific CD8 T-cell immunity [13].Here, the inactivation of pyroptosis-suppressing fdr genes was robustly enhanced both CD4 and CD8 T-cell responses (Figure 3).The in vivo results are especially significant since a direct connection between pathogen-induced pyroptosis and adaptive immunity to M. tuberculosis-specific antigens have not been demonstrated.The induction of pyroptosis through non-microbial compounds has been demonstrated to augment CD4 and CD8 T-cell immunity [82,83], and the importance of pyroptosis to adaptive immunity to microbes has been predicted [25,55].However, it was reported recently that Rv1759c, a secreted protein of M. tuberculosis-induced pyroptosis in MΦ by activating NLRP3 (NACHT, LRR, and PYD domains containing protein 3)-caspase-1/11-GSDMD-interleukin-1β (IL-1β) immune process but had no effect on T cells [45].Therefore, this work represents an important association of mycobacteria-induced NALP3-dependent pyroptosis with augmented cellular immunity.However, CFU burden in fdr-immunized mice showed no attenuation at this point (Figure S3).The ELISPOT results at 3 weeks post infection reflect a time point optimal to sampling of early cellular responses but represent a point prior to onset of active adaptive immunity, the main controlling factor of Mycobacterium burden in vivo [84].Chai et al. (2022) reported that the protein tyrosine phosphatase B (PtpB, also called Rv0153c) from M. tuberculosis inhibits GSDMD-dependent pyropotosis by altering the phospholipid composition of the host membrane [27].This interaction has also been shown to be important in evading host immunity in a mouse model.Together, these data confirm that the suppression of pyroptosis is a potent immune evasion tactic of virulent Mycobacterium.4.4.The Role of fdr8 in Bacterial Homeostasis and Redox Balance fdr8 (BCG3787 or Rv3727) is annotated to encode a predicted oxidoreductase, similar to phytoene dehydrogenase crtI, which is involved in microbial carotenoid biosynthesis.Interestingly, carotenoids are protective against reactive oxygen species in bacteria species [85][86][87].ctrI and/or carotenoid production is essential for virulence of Rhodococcus equi [88], Staphylococcus aureus [89], M. marinum [65,90], and M. tuberculosis.Interestingly, M. marinum crtI is required for growth and survival in MΦ [65,90].Similarly, M. tuberculosis Rv3727 is required for survival in non-human primates [65].Therefore, it is clear that Rv3727 plays an important role during host infection, although the functional data are currently lacking.
Transcriptomic studies have provided valuable clues to the role of Rv3727 in Mycobacterium pathogenesis.Microarray experiments identified an over-representation of redox stress genes in an Rv3727-null mutant during MΦ infection (Figure 4A, left).Consistent with this, under-represented genes (Figure 4A, right) included genes involved in oxidation reactions or iron metabolism.These data suggest the fdr8 mutant experiences greater redox stress in MΦ compared to wild-type BCG.Exposure of fdr8-null mutants to H 2 O 2 stress, a classical ROS generator, did not negatively affect bacterial viability (Figure 5C,D).However, exposure to reductive stress, DTT, did affect growth (Figure 5A,B).Reductive stress is also linked to the production of ROS, as reduction of electron carriers can promote the formation of toxic ROS in the presence of oxygen [57,58].The data suggest that BCG3787/Rv3727 is important for redox balance during reductive stress.
In vivo studies show that M. tuberculosis experiences severe reductive stress in vivo [91], presumably due to the β-oxidation of host lipids.β-oxidation is associated with redox stress, free Fe 3+ , and ROS [58].Lipid biosynthesis (polyketides and triacyglycerol) has been hypothesized to be an important reductive sink in Mycobacterium used to maintain redox balance when utilizing host cholesterol and lipids [92].Consistent with this, several genes involved in fatty acid and protein biosynthesis were over-represented in an fdr8-null during MΦ infection, two processes that maintain bacterial redox balance and decrease reductive stress [57,92].Moreover, fdr8-null exhibited a growth defect when grown in vitro on odd-chain lipids, a reductive-stress-inducing condition.Unlike even-chain fatty acids, odd-chain fatty acid catabolism produces propionyl-CoA units that must be processed, mainly through the methylcitrate cycle [93,94].This feeds into the reductive arm of the TCA cycle (succinate to malate), unlike even-chain fatty acid catabolism, which yields acetyl-CoA and feeds into the glyoxylate bypass.In support of this, an increase in cellular propionyl-CoA during host lipid (cholesterol) catabolism has been reported for M. tuberculosis [95].Perhaps an increase in cellular reducing equivalents induces reductive stress and ROS in the fdr8 mutant during intracellular infection that cannot be overcome (Figure 6).
In addition to functioning as an antioxidant, mycobacterial carotenoid biosynthesis may serve as a valuable lipid reductive sink, similar to the biosynthesis of related terpenoids (polyketides) [57].Carotenoids may also aid in the maintenance of lipid reductive sinks in mycobacteria and other bacteria.Carotenoid production is tied with the oxidation of NADPH [96,97] and the production of lipids such as triacylglyerols [98,99].BCG3787/Rv3727 may contribute in this way to M. tuberculosis redox balance while utilizing host carbon sources (Figure 6).In the host, Mycobacterium utilizes host lipids (cholesterol) as a primar carbon source.β-oxidation catabolizes even and odd-chain lipids into acetyl-CoA or propionyl-Co units, respectively, generating NADPH and a reductive environment that must be balanced.Acety CoA is metabolized via the glyoxylate shunt, bypassing the reductive arm of the TCA cycle.How ever, propionyl-CoA is primarily metabolized via the methylcitrate cycle, which feeds into the TC cycle, generating reduced cofactors and contributing to reductive stress.To balance reductive stres Mycobacterium utilizes several metabolic processes as reductant sinks.Lipid anabolism functions a a main means to regenerate NADP + .fdr8 and carotenoid biosynthesis may contribute directly to th process, or carotenoids may protect against reductive-stress-induced ROS.ROS production is a inducing signal for the NALP3 inflammasome, and in the absence of fdr8 and/or other fdr gene ROS is increased, resulting in the induction of pyroptosis, IL-1β secretion, and macrophage ce death.

Mechanistic Links between fdr and the Induction of Pyroptosis
ROS is an inducing signal of the NALP3 inflammasome and pyroptosis in eukaryot cells [49,50].The transcriptome of fdr8-infected THP-1 cells did not identify an over-rep resentation of host antioxidant functions (Table S4).Therefore, the pyroptosis inducin In the host, Mycobacterium utilizes host lipids (cholesterol) as a primary carbon source.β-oxidation catabolizes even and odd-chain lipids into acetyl-CoA or propionyl-CoA units, respectively, generating NADPH and a reductive environment that must be balanced.Acetyl-CoA is metabolized via the glyoxylate shunt, bypassing the reductive arm of the TCA cycle.However, propionyl-CoA is primarily metabolized via the methylcitrate cycle, which feeds into the TCA cycle, generating reduced cofactors and contributing to reductive stress.To balance reductive stress, Mycobacterium utilizes several metabolic processes as reductant sinks.Lipid anabolism functions as a main means to regenerate NADP + .fdr8 and carotenoid biosynthesis may contribute directly to this process, or carotenoids may protect against reductive-stress-induced ROS.ROS production is an inducing signal for the NALP3 inflammasome, and in the absence of fdr8 and/or other fdr genes, ROS is increased, resulting in the induction of pyroptosis, IL-1β secretion, and macrophage cell death.

Mechanistic Links between fdr and the Induction of Pyroptosis
ROS is an inducing signal of the NALP3 inflammasome and pyroptosis in eukaryotic cells [49,50].The transcriptome of fdr8-infected THP-1 cells did not identify an overrepresentation of host antioxidant functions (Table S4).Therefore, the pyroptosis inducing ROS, as observed during fdr infection, is likely to be bacteria-derived (Figure 6).This is supported by mechanistic work characterizing the fdr8 mutant (Figure 4 , Figure 5 and Figure S4-S6), which indicates that BCG3787/Rv3727 is required for the balance of bacterial redox and ROS in the intracellular lifestyle of Mycobacterium.
A recent report has linked NALP3 inflammasome activation with fatty acids and fatty acid-CoA derivatives in MΦ [100], and dependent on palmitate, ROS, TLR4 stimulation, and TNF-α, Mycobacteria stimulate TLR4 signaling [101], and TNF-α was seen up-regulated in fdr-mutant-infected THP-1 cells (Figure 3B).There is also ample proof that Mycobacterium changes its protein/enzyme profile and lipid profile in response to infection and redox stress [3,7,102,103].Therefore, fdr-deletion-induced redox imbalance in the host may modulate fatty acid biosynthesis in such a way that the NALP3 inflammasome is induced in response to mycobacterial lipid.Future investigations will examine the NALP3inducing signal modulated by fdr genes and whether the fdr strains exhibit differences in lipid profile during host infection or while utilizing host carbon sources.

Conclusions
In summary, our studies have identified novel mycobacterial pyroptosis-suppressing mechanisms that underscore the significance of metabolic and redox balance to the M. tuberculosis intracellular lifestyle and provide striking evidence that the metabolic state of Mycobacterium during infection is critical to the pathogen-host interaction.Therefore, central metabolic homeostasis constitutes a bona fide but perhaps underappreciate, host evasion virulence mechanism in virulent Mycobacterium.Importantly, this work presents a critical link between pathogen-induced pyroptosis of innate cells and augmented cellular immunity.Continued investigation of the requirements for Mycobacterium pathogenicity, including metabolic requirements, will no doubt prove invaluable to our evolutionary understanding of this complex pathogen and to the future rational design of drugs and vaccines to combat tuberculosis worldwide.

G p a r e n t f d r 2 f d r 4 1 Figure 1 .
Figure 1.fdr mutants induce cell death of infected MΦ. (A).Secondary screening of candidate fdr mutants by sub-G 1 analysis.Flow cytometric cell cycle analysis of infected THP-1 cells that were ethanol-fixed and stained with propidium idodide.Percent sub-G 1 was calculated from the total gated population for each sample from three independent experiments.Staurosporine and nigericin treatments were for 4 h at 37 • C. (B) THP-1 cells were infected with mycobacteria strains at an MOI of 5:1, and 3 days post infection, infected cells were analyzed by sub-G1 analysis for cell death.Checkered bars = cosmid integrants; solid bars = fdr strains.Data are from three independent experiments.

Figure 2 .
Figure 2. fdr mutants induce pyroptosis of infected MΦ, dependent on the NALP3 inflammasome and ROS.THP-1 cells were infected at an MOI 5:1 with mycobacteria strains.Three days post infection, cells were analyzed.(A) Caspase-3/7 was activated during fdr infection of THP-1 cells.Infected MΦ were stained for active caspase-3/7 staining and quantitated by microscopy.Data are from two independent experiments.(B) Caspase-3/7 inhibitor had no effect on fdr-induced cell death.THP-1 cells were infected and incubated in media containing 50 µM Z-DEVD-fmk until cell death analyses Data are from three independent experiments.(C) Caspase-1 is activated during fdr infection of THP-1 cells.Infected MΦ were stained for active caspase-3/7 staining and quantitated by microscopy.Data are from two independent experiments.(D) Caspase-1 inhibitor abolished fdr-induced cell death.THP-1 cells were infected and incubated in media containing 50 µM Z-YVAD-fmk unti cell death analyses.Data are from three independent experiments.(E) THP-1 cells were infected and incubated in media containing 50 µM glybyride until cell death analyses.Data are from three independent experiments.For all fdr infections, (F) ROS contributes to the induction of pyroptosis in fdrinfected THP-1 cells.THP-1 cells were infected and incubated in media containing 20 mM NAC until cell death analyses.Data are from three independent experiments.

Figure 2 .
Figure 2. fdr mutants induce pyroptosis of infected MΦ, dependent on the NALP3 inflammasome and ROS.THP-1 cells were infected at an MOI 5:1 with mycobacteria strains.Three days post infection, cells were analyzed.(A) Caspase-3/7 was activated during fdr infection of THP-1 cells.Infected MΦ were stained for active caspase-3/7 staining and quantitated by microscopy.Data are from two independent experiments.(B) Caspase-3/7 inhibitor had no effect on fdr-induced cell death.THP-1 cells were infected and incubated in media containing 50 µM Z-DEVD-fmk until cell death analyses.Data are from three independent experiments.(C) Caspase-1 is activated during fdr infection of THP-1 cells.Infected MΦ were stained for active caspase-3/7 staining and quantitated by microscopy.Data are from two independent experiments.(D) Caspase-1 inhibitor abolished fdr-induced cell death.THP-1 cells were infected and incubated in media containing 50 µM Z-YVAD-fmk until cell death analyses.Data are from three independent experiments.(E) THP-1 cells were infected and incubated in media containing 50 µM glybyride until cell death analyses.Data are from three independent experiments.For all fdr infections, (F) ROS contributes to the induction of pyroptosis in fdr-infected THP-1 cells.THP-1 cells were infected and incubated in media containing 20 mM NAC until cell death analyses.Data are from three independent experiments.

Figure 4 .
Figure 4. Bacterial and host transcriptional responses during fdr8 MΦ infections.THP-1 MΦ were infected at an MOI of 5:1, and 3 days post infection, RNA was isolated for use in microarray analyses.Subset of bacterial genes differentially expressed in the intracellular environment in fdr8 compared to wild-type bacterium.Fold change is given for each gene.Genes over-represented in fdr8 compared to wild type are indicated in red bars, while genes under-represented are in blue bars.All microarray results were analyzed using TIGR MeV software (JCVI).

Figure 4 .
Figure 4. Bacterial and host transcriptional responses during fdr8 MΦ infections.THP-1 MΦ were infected at an MOI of 5:1, and 3 days post infection, RNA was isolated for use in microarray analyses.Subset of bacterial genes differentially expressed in the intracellular environment in fdr8 compared to wild-type bacterium.Fold change is given for each gene.Genes over-represented in fdr8 compared to wild type are indicated in red bars, while genes under-represented are in blue bars.All microarray results were analyzed using TIGR MeV software (JCVI).

Pathogens 2023 , 23 Figure 5 .
Figure 5.An fdr8-null mutant exhibits a growth defect when grown under reductive stress conditions.First, 3 × 10 6 log phase bacteria were resuspended in media containing 5 mM DTT (A,B) or 0.1% H2O2 (C,D).At 24 h and 48 h timepoints, cultures were serial diluted 10 0 -10 −7 and 5 µL spotted for cfu.Results are representative of two independent experiments with similar results.

Figure 5 .
Figure 5.An fdr8-null mutant exhibits a growth defect when grown under reductive stress conditions.First, 3 × 10 6 log phase bacteria were resuspended in media containing 5 mM DTT (A,B) or 0.1% H 2 O 2 (C,D).At 24 h and 48 h timepoints, cultures were serial diluted 10 0 -10 −7 and 5 µL spotted for cfu.Results are representative of two independent experiments with similar results.

Figure 6 .
Figure 6.Predicted model for fdr8-regulated redox balance and MΦ pyroptosis suppression by in tracellular Mycobacterium.In the host, Mycobacterium utilizes host lipids (cholesterol) as a primar carbon source.β-oxidation catabolizes even and odd-chain lipids into acetyl-CoA or propionyl-Co units, respectively, generating NADPH and a reductive environment that must be balanced.Acety CoA is metabolized via the glyoxylate shunt, bypassing the reductive arm of the TCA cycle.How ever, propionyl-CoA is primarily metabolized via the methylcitrate cycle, which feeds into the TC cycle, generating reduced cofactors and contributing to reductive stress.To balance reductive stres Mycobacterium utilizes several metabolic processes as reductant sinks.Lipid anabolism functions a a main means to regenerate NADP + .fdr8 and carotenoid biosynthesis may contribute directly to th process, or carotenoids may protect against reductive-stress-induced ROS.ROS production is a inducing signal for the NALP3 inflammasome, and in the absence of fdr8 and/or other fdr gene ROS is increased, resulting in the induction of pyroptosis, IL-1β secretion, and macrophage ce death.

Figure 6 .
Figure 6.Predicted model for fdr8-regulated redox balance and MΦ pyroptosis suppression by intracellular Mycobacterium.In the host, Mycobacterium utilizes host lipids (cholesterol) as a primary carbon source.β-oxidation catabolizes even and odd-chain lipids into acetyl-CoA or propionyl-CoA units, respectively, generating NADPH and a reductive environment that must be balanced.Acetyl-CoA is metabolized via the glyoxylate shunt, bypassing the reductive arm of the TCA cycle.However, propionyl-CoA is primarily metabolized via the methylcitrate cycle, which feeds into the TCA cycle, generating reduced cofactors and contributing to reductive stress.To balance reductive stress, Mycobacterium utilizes several metabolic processes as reductant sinks.Lipid anabolism functions as a main means to regenerate NADP + .fdr8 and carotenoid biosynthesis may contribute directly to this process, or carotenoids may protect against reductive-stress-induced ROS.ROS production is an inducing signal for the NALP3 inflammasome, and in the absence of fdr8 and/or other fdr genes, ROS is increased, resulting in the induction of pyroptosis, IL-1β secretion, and macrophage cell death.

Table 1 .
Functional annotations of identified fdr genes.
a Annotated functions provided by TubercuList and BCGList.

Table 2 .
Growth rate of Mycobacterium strains, calculated from OD 600nm data by Logistic non-linear regression curve fit a,b .Graphpad Prism 5 software used for non-linear regression curve fit analysis, using the Logistic formula y = y max * y 0 /[(y max − y 0 ) * exp(−k * x) + y 0 )].b The mean r 2 correlation value for curve fitting was 0.9836 ± 0.021.c Growth rate = k = ln 2/doubling time.The typical growth rate for a Mycobacterium strain with a 24 h doubling time is 0.029 h −1 . a