Abstract
Human immunodeficiency type 1 (HIV)-infected macrophages (HIV-Mφ) are a reservoir for latent HIV infection and a barrier to HIV eradication. In contrast to CD4+ T cells, HIV-Mφ are resistant to the cytopathic effects of acute HIV infection and have increased expression of cell survival factors, including X-linked inhibitor of apoptosis (XIAP), baculoviral IAP repeat containing (BIRC) 2/cIAP1, beclin-1, BCL2, BCL-xl, triggering receptor expressed on myeloid cells 1, mitofusin (MFN) 1, and MFN2. DIABLO/SMAC mimetics are therapeutic agents that affect cancer cell survival and induce cell death. We found that DIABLO/SMAC mimetics (LCL-161, AT-406 (also known as SM-406 or Debio 1143), and birinapant) selectively kill HIV-Mφ without increasing bystander cell death. DIABLO/SMAC mimetic treatment of HIV-Mφ-induced XIAP and BIRC2 degradation, leading to the induction of autophagy and the formation of a death-inducing signaling complex on phagophore membranes that includes both pro-apoptotic or necroptotic (FADD, receptor-interacting protein kinase (RIPK) 1, RIPK3, caspase 8, and MLKL) and autophagy (ATG5, ATG7, and SQSTM1) proteins. Genetic or pharmacologic inhibition of early stages of autophagy, but not late stages of autophagy, ablated this interaction and inhibited apoptosis. Furthermore, DIABLO/SMAC mimetic-mediated apoptosis of HIV-Mφ is dependent upon tumor necrosis factor signaling. Our findings thus demonstrate that DIABLO/SMAC mimetics selectively induce autophagy-dependent apoptosis in HIV-Mφ.
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Introduction
Although latently infected CD4+ T cells are the predominant human immunodeficiency virus type 1 (HIV) reservoir in infected persons on suppressive antiretroviral therapy (ART), other cell types including macrophages serve as important sites of viral persistence1,2,3. Long-lived HIV-infected perivascular macrophages contain replication-competent proviral HIV DNA, support persistent permissive HIV infection in the absence of CD4+ T cells4,5, and contain lower intracellular concentrations of antiretrovirals than CD4+ T cells resulting in ongoing HIV replication6. HIV-infected macrophages also harbor and synaptically transmit replication-competent virus to nearby CD4+ T cells, a process that is resistant to antibody-mediated neutralization7. Additionally, HIV signals through multiple pathways to reprogram the transcriptome and proteome of human macrophages rendering them resistant to both the cytopathic effects of HIV infection and to CD8+ T-cell-mediated killing8,9,10. HIV decreases the expression of pro-apoptotic proteins, while increasing the expression of anti-apoptosis regulatory proteins, including BCL2 family members, and the inhibitor of apoptosis proteins (IAP) X-linked inhibitor of apoptosis (XIAP), baculoviral IAP repeat containing (BIRC) 2 (formerly known as cIAP1), and BIRC3 (refs. 11,12,13,14,15,16,17,18,19,20,21). The overexpression of IAPs can inhibit cell death through a number of mechanisms, including direct inhibition of caspases and ubiquitination of receptor-interacting protein kinase (RIPK) 1, an important convergence point between pro-death, pro-survival, and proinflammatory signals. They may also play a role in the establishment of HIV latency and cytopathogenesis22. Thus, IAP are relevant targets for therapeutic exploitation in HIV cure strategies.
To circumvent the ability of IAP to turn pro-death into pro-survival signals in cancer cells, small-molecule DIABLO/SMAC peptidomimetics (SM) were developed that mimic the N-terminal 4 amino acid IAP-binding sequence of DIABLO. The interaction of SM with XIAP leads to caspase activation23, while the binding of SM to BIRC2 and BIRC3 enhances their E3 ligase activity promoting their autoubiquitination and proteasomal degradation with subsequent cell death19,24,25. In this study, we examined the ability of the SM LCL-161 (ref. 26), AT-406 (ref. 27), and birinapant28 to induce selective cell death in HIV-infected macrophages.
Results
DIABLO mimetics selectively kill HIV-infected macrophages
We previously showed that HIV latently infected CD4+ T cells (HIV-TCM) have increased expression of BIRC2 and XIAP19. Therefore, we examined the expression of BIRC2 and XIAP in HIVBa-L-infected macrophages (HIV-Mφ; Supplementary Fig. 1); XIAP and BIRC2 expression was significantly upregulated in HIV-Mφ (P < 0.05; Fig. 1). As SM induce the rapid degradation of BIRC2 and XIAP in cancer cells and HIV-TCM19,24,25,29,30,31, we evaluated the ability of the SM LCL-161, AT-406, and birinapant to induce BIRC2 and XIAP degradation in uninfected macrophages and HIV-Mφ. All three compounds induce significant BIRC2 and XIAP degradation in uninfected cells and HIV-Mφ (Fig. 1a). However, the concentrations required to induce significant degradation are 10–100× lower in HIV-Mφ than in uninfected cells.
SM-induced rapid degradation of BIRC2 and XIAP is a key early event in SM-induced cell death24,25,29,30,31. We evaluated the toxicity of the three SM against both uninfected macrophages and HIV-Mφ, using the presence of formamide-sensitive single-stranded DNA (a specific indicator of apoptosis32) and the release of lactate dehydrogenase (LDH). In uninfected macrophages, LCL-161, AT-406, and birinapant all showed minimal toxicity at the concentrations tested (Fig. 1b). Conversely, all three SM induced a dose-dependent increase in HIV-Mφ cytotoxicity. We observed similar results in HIV93IN905-infected macrophages (Fig. 1c). The increase in HIV-Mφ cytotoxicity corresponded to the dose-dependent proteolysis of poly(ADP-ribose) polymerase 1 (PARP1; a substrate of caspase (CASP) 3) and CASP8 cleavage (Fig. 2a). We then assessed whether the kinetics of killing uninfected macrophages is slower than that observed in HIV-Mφ. We observed no significant increase in LDH release in the uninfected cells post-SM treatment over 168 h, indicating that at no point do they undergo biologically significant cell death in response to SM (Fig. 2b). In contrast, SM induced a time-dependent increase in HIV-Mφ cytotoxicity. Importantly, we measured no SM-mediated increase in HIV p24 antigen release after LCL-161 or birinapant treatment, indicating that the SM were killing HIV-Mφ in the absence of increased virus production (Fig. 2c). Conversely, AT-406 treatment induced a dose-dependent increase of HIV p24 antigen release.
SM-mediated cell death conventionally requires the presence of pro-apoptotic tumor necrosis factor (TNF) family ligands33,34, and we previously demonstrated that SM selectively induce TNF-independent death of HIV-TCM19. Therefore, to determine the role of TNF in SM-mediated death of HIV-Mφ, we blocked TNF signaling with a specific neutralizing antibody and observed that neutralization of TNF significantly ablated SM-mediated HIV-Mφ cell death (Fig. 2d), suggesting that, unlike HIV-TCM, the SM-mediated killing of HIV-Mφ is TNF dependent.
Although SM induce the proteasomal degradation of IAP, we examined whether they also stimulate autophagy in HIV-Mφ. Autophagic flux is assessed by monitoring the biogenesis of autophagosomes through a ubiquitin-like system that involves autophagy-related (ATG) 7 and the ATG12–ATG5 complex that converts cytosolic microtubule-associated protein 1 light chain 3 beta (MAP1LC3B or LC3B)-I to LC3B-II. The ATG12–ATG5 complex then ligates LC3B-II to the nascent autophagosome membrane. The polyubiquitin-binding protein sequestosome 1 (SQSTM1, p62) and SQSTM1-bound polyubiquitinated proteins are incorporated into completed autophagosomes that then fuse with lysosomes, resulting in the degradation of the engulfed components, as well as LC3B-II and SQSTM1 associated with the inner membrane. Thus, the quantification of SQSTM1 and the conversion of LC3B-I to LC3B-II, and its turnover are indicators of autophagy induction and flux35. In uninfected macrophages, SM increases LC3B lipidation at the highest concentrations tested while having no significant effect on SQSTM1 degradation, indicating an absence of induced autophagy (Fig. 3a). In contrast, LCL-161 and AT-406 induced a dose-dependent significant increase in LC3B-II lipidation, BECN1 expression, and SQSTM1 degradation. While we observed a change in LC3B lipidation and SQSTM1 expression using birinapant, at no point did we observe an increase in BECN1. To confirm the induction of autophagy in SM-treated HIV-Mφ, and not simply the activation of MAP1LC3B and SQSTM1 transcription, we used bafilomycin A1, an inhibitor of autophagosome–lysosome fusion. Blots of cell lysates confirmed autophagic flux in HIV-Mφ, with increased LC3B-II and SQSTM1 accumulation in bafilomycin A1-treated cells relative to vehicle controls (Fig. 4). Crucially, pretreatment with bafilomycin A1 did not reduce the effect of SM-induced XIAP or BIRC2 degradation in HIV-Mφ (Fig. 4b).
SM induce apoptosis in HIV-infected macrophages
To determine the mechanism of cell death, we examined the effect of SM on HIV-Mφ in the presence of pharmacological inhibitors of apoptosis (pan-caspase inhibitor z-VAD-FMK), autophagy (PI3K inhibitor wortmannin, bafilomycin A1, and chloroquine, a lysosomotropic agent that prevents endosomal acidification), and/or necroptosis (RIPK1 inhibitor necrostatin-1). None of the HIV-Mφ tested showed a purely apoptotic or necroptotic phenotype in response to SM with neither z-VAD-FMK nor necrostatin-1 alone able to arrest SM-induced cell death (Fig. 5a). However, co-treatment with both z-VAD-FMK and necrostatin-1 resulted in an 88.9% reduction in SM-mediated death of HIV-Mφ. During necroptosis, the effector mixed-lineage kinase domain-like protein (MLKL) is recruited to the necrosome where it is phosphorylated by RIPK3, inducing a conformational change that causes it to translocate to and permeabilize the plasma membrane36. Therefore, we assessed the role for MLKL in SM-mediated cell death. In the absence of z-VAD-FMK, we did not observe significant SM-mediated MLKL phosphorylation despite observing 50–66% cell death (Fig. 5b). However, when we pretreated cells with z-VAD-FMK, SM treatment induced significant MLKL phosphorylation, suggesting that cells switched to necroptosis when we inhibited apoptosis.
We then examined how autophagy affects SM-mediated cell death in HIV-Mφ. In these experiments, inhibition of the autophagy conjugation cascades with wortmannin or RNA interference (RNAi) for ULK1, ATG5, ATG7, or SQSTM1 (Fig. 5c) led to increased cell viability in the presence of SM (Fig. 5a, d). In contrast, we observed no effect on SM-induced death by blocking autophagic flux using either simultaneous RNAi for ATG2A and ATG2B (ATG2A/B), which causes the accumulation of immature unclosed autophagosomal structures (Fig. 5d), or the inhibition of autophagosome–lysosome fusion using either chloroquine or bafilomycin A1 (Fig. 5a). Importantly, we also observed no effect on SM-induced death with the inhibition of LC3-associated phagocytosis using RUBCN silencing. These data suggest that neither fully formed autophagosomes nor autophagy-mediated degradation of cargo is required to induce cell death in response to SM, as, if this were the case, a similar effect on cell death would occur regardless of autophagy stage inhibited.
We next tested whether varying expression of key components of the apoptotic and necroptotic response might contribute to the differential response to SM in uninfected macrophages and HIV-Mφ. We observed no increase in the expression of RIPK1, RIPK3, FADD, MLKL, ATG5, or ATG7 in HIV-Mφ (Fig. 6a), indicating that HIV-Mφ cell death in response to SM correlates with HIV-induced increased expression of LC3B-II, BECN1, XIAP, and BIRC2. In the next series of experiments, we assessed the effect of SM on these same key players of the apoptotic and necroptotic response. At the doses tested, we observed no significant changes in the cleavage of RIPK1 or RIPK3, or the expression of ATG7, MLKL, ATG12–ATG5, or FADD in uninfected macrophages. Likewise, we did not observe an increase in ATG12–ATG5 or FADD expression in HIV-Mφ. Conversely in HIV-Mφ, we observed the SM-mediated cleavage of RIPK1 and RIPK3 (Fig. 6a), which is consistent with RIPK1 and RIPK3 being targets of CASP8 cleavage, and thus as CASP8 is activated, RIPK1 and RIPK3 are cleaved37. We also observed an increase in the expression of ATG7, MLKL, and FADD in HIV-Mφ, suggesting that components of the apoptotic necroptotic and autophagic machinery are involved.
SM-induced apoptosis is dependent upon the autophagy machinery
Following the loss of BIRC2, a death-inducing signaling complex (DISC) involving RIPK1, CASP8, and FADD forms19,38,39. Having observed that the induction, but not the completion of autophagy is required for SM-mediated killing of HIV-Mφ, we examined whether the autophagy machinery might provide a scaffold for the formation of a DISC using co-immunoprecipitation. While the DISC proteins, RIPK3 and FADD co-immunoprecipitated with RIPK1 in uninfected macrophages and HIV-Mφ, CASP8 and MLKL only co-immunoprecipitated with RIPK1 in HIV-Mφ (Fig. 6b). Also in HIV-Mφ, proteins involved in early-to-mid stages of autophagy including ATG5, ATG7, and SQSTM1 co-immunoprecipitated with RIPK1 (Fig. 6b), while proteins that are important for earlier signaling in the autophagy process (BECN1 and ULK1 (unc-51-like autophagy-activating kinase 1)) and those involved in later steps, when autophagosomes fuse with lysosomes (syntaxin 17 [STX17] and lysosomal-associated membrane protein 1 (LAMP1)) did not.
We next assessed whether the autophagy proteins ATG5 and ATG7 are required for efficient SM-mediated DISC formation and activation in HIV-Mφ using RNAi. As RIPK1 directly interacts with SQSTM1 (ref. 40), we also silenced for SQSTM1. Silencing for ATG5, ATG7, or SQSTM1 each ablated the SM-mediated CASP8, RIPK1, and RIPK3 cleavage (Fig. 7a, Supplementary Fig. 2) and induced a significant negative change in CASP8, RIPK3, MLKL, ATG7, ATG5, FADD, and SQSTM1 co-immunoprecipitation with RIPK1 (Fig. 7b, Supplementary Fig. 3). Notably, MLKL did not associate with RIPK1 after any RNAi. These findings correspond to the increase in cell viability observed upon SM treatment of ATG5, ATG7, and SQSTM1-silenced cells (Fig. 5d). Collectively, these data indicate that SM require ATG5, ATG7, and SQSTM1 for the assembly and activation of a DISC in HIV-Mφ.
As RIPK1 directly interacts with SQSTM1, it is possible that DISC components translocate to autophagosomal membranes. Therefore, to determine the stage of autophagosome formation at which DISCs localize to autophagic structures, we analyzed membranes in ATG2A/B-silenced cells using differential centrifugation, using LC3B-II and SQSTM1 as markers of autophagosome membranes and autophagy substrates, respectively41. In the control cells, and in the absence of SM, LC3B (as LC3B-I), SQSTM1, FADD, and RIPK1 were located primarily in the cytosol (the high-speed supernatant (HSS) fraction; Fig. 8). However, in the presence of SM and bafilomycin A1, LC3B and SQSTM1accumulated in the low-speed pellet (LSP) and was resistant to proteinase K but sensitive to Triton X-100, indicating that they were enclosed in autophagosomes. Conversely, SQSTM1, RIPK1, cleaved RIPK1, and FADD accumulated in the high-speed pellet (HSP) that was sensitive to both proteinase K and Triton X-100, indicating that these were not enclosed structures. In ATG2A/B-silenced cells proteinase K-sensitive LC3B-II and SQSTM1 accumulated in the HSP fraction in the absence of birinapant and bafilomycin A1. In the presence of SM and bafilomycin A1, LC3B-II and SQSTM1 accumulated in both the LSP and HSP fractions, while proteinase K-sensitive RIPK1, cleaved RIPK1, and FADD were present only in the HSP fraction (Fig. 8). Collectively, this suggests that ATG2A and ATG2B are required for complete closure of autophagosomes, as LC3B-II-positive structures accumulate in their absence41, and that RIPK1 and FADD do not translocate into closed autophagosomes after SM treatment.
Discussion
Although ART has greatly improved life expectancy and quality for those infected with HIV, multidrug resistance continues to increase, emphasizing the importance of identifying novel strategies to improve HIV treatment with the goal of reducing the size of the viral reservoir. Although current efforts to purge the latent HIV reservoir predominantly endeavor to reactivate viral production from latently infected CD4+ T cells followed by immunologic suppression or viral clearance through ART, this strategy has, to date, failed to decrease significantly the viral reservoir42,43,44,45,46. This approach will be even less effective in macrophages since HIV-infected macrophages are particularly resistant to HIV-mediated apoptosis and CD8+ T-cell-mediated killing8,9,10. Despite the documented importance of macrophages, few studies have targeted killing HIV-infected macrophages as part of a cure strategy, although some show promise21,47,48,49.
In the present study, we used an alternative strategy to activate cell death pathways selectively in HIV-infected macrophages, while sparing uninfected cells. Similar to our data with HIV-TCM19, the selective SM-mediated apoptosis of HIV-Mφ is dependent upon the induction of autophagy and the translocation, and interaction of FADD and the CASP8 homocomplex with both ATG5 and SQSTM1—self-oligomerized SQSTM1 localizes and recruits RIPK1 to the endoplasmic reticulum-associated autophagosome formation site independently of LC3 and is retained as autophagosomes mature50,51, while CASP8 and RIPK1 tethering to autophagosomal membranes involves ATG5 and FADD52. We also show that in HIV-Mφ, RNAi and pharmacological inhibition of early autophagy events inhibits the SM-mediated formation of a cytosolic DISC, CASP8 activation, and subsequent cell death, whereas neither simultaneous silencing of ATG2A and ATG2B, nor the pharmacological inhibition of autophagosome–lysosome fusion protected cells from SM-mediated cell death. Moreover, RIPK1 and FADD co-localize with SQSTM1 in the HSP. Collectively these data suggest that autophagy proteins serve as a platform for the assembly of a cytosolic DISC that initiates apoptosis, linking autophagy to the control of cell survival and death.
Importantly, two of the SM tested, LCL-161 and birinapant, failed to increase the viral production from HIV-Mφ. These findings correlate with previous studies that showed that the SM SBI-0637142, LCL-161, GDC-0152, and birinapant all failed to activate latent provirus in resting CD4+ T cells collected from HIV-infected patients undergoing ART19,53. Conversely, AT-406 increased the production of HIV p24 from HIV-Mφ in agreement with Bobardt et al.54. This increase correlated with increased TNF production not observed with either LCL-161 or birinapant treatment.
During HIV infection, macrophages are primary producers of TNF, express constitutively activated NFκB, upregulate IAPs, and are resistant to many apoptotic stimuli, including TNF superfamily members55,56. In this state, binding of TNF to its receptor leads to the activation of TNF complex I, comprised of TRADD, the ubiquitin ligases TRAF2 and TRAF5, IKBKG (NEMO), and TNF alpha-induced protein 3 together with the linear ubiquitin chain assembly complex, RIPK1, BIRC2, and BIRC3. In addition to binding caspases, BIRC2 also interacts with TRAF2, which mediates their recruitment to TNFRSF1A. The BIR3 domain of BIRC2 binds RIPK1, while its E3 ligase activity mediates the ubiquitination of RIPK1, stimulating NFκB activation and suppressing activation of CASP8, ultimately leading to pro-survival signaling25,57,58. After SM-induced degradation of IAPs, the TNF-receptor ligation initiates the formation of a DISC known as TNF complex IIa, which leads to the cleavage and activation of CASP8 and the induction of apoptosis, resulting in the reversal of the role of TNF from promoting survival to inducing cell death59. The evidence for this occurring in SM-treated HIV-Mφ stems from the TNF neutralization experiment that demonstrated that neutralizing TNF completely ablated the effect of SM, indicating the dependency of SM-mediated apoptosis of HIV-Mφ on TNF (Fig. 2e). This is in contrast to what we found in HIV-TCM where SM-mediated apoptosis was independent of TNF19. However, despite the initiation of apoptosis and the involvement of caspases, we were unable to block cell death using the pan-caspase inhibitor z-VAD-FMK. In this case, when we reduced IAP activity through treatment with SM while inhibiting caspases, MLKL became activated, and the cells died through caspase-independent necroptosis (Fig. 5b)30. Therefore, SM can potentiate TNF-stimulated cell death of HIV-Mφ by promoting either apoptosis or necroptosis in a context-dependent manner. Thus, for the purposes of sensitizing HIV-Mφ to the cytotoxic effects of HIV, IAPs are critical targets.
In summary, our data identify a molecular mechanism whereby we can selectively induce apoptosis in HIV-infected macrophages through a SM-mediated autophagy-dependent assembly of a DISC. Our study thus highlights IAPs as therapeutic targets to clear the macrophage HIV reservoir, and suggests that current HIV cure strategies should include the targeting of IAPs in efforts to achieve HIV eradication.
Materials and methods
Macrophages
Venous blood was drawn from human subjects using protocols approved by the Human Research Protections Program of the University of California San Diego in accordance with the requirements of the Code of Federal Regulations on the Protection of Human Subjects (45 CFR 46 and 21 CFR 50 and 56). All volunteers gave written informed consent prior to their participation. PBMC were isolated from whole blood by density gradient centrifugation over Ficoll-Paque Plus (GE Healthcare). Monocyte derived macrophages were prepared from PBMC by adherence, using colony stimulating factor 1 (Peprotech) as previously described21.
HIV
The following were obtained from the NIH AIDS Reagent Program: HIVBa-L from Suzanne Gartner, Mikulas Popovic, and Robert Gallo60,61 and HIV93IN905 from Kavita Lole, Robert Bollinger, and Stuart Ray62. Virus stocks were prepared as previously described19,63. Macrophages were infected with HIV at 0.04 multiplicity of infection for 4 h, washed then cultured for 10 days before use in experiments as previously described21,64.
Cell death assays
Apoptotic ssDNA damage measurements were made using the ssDNA Apoptosis ELISA Kit (Millipore) as described previously65. LDH activity in cell supernatants was measured using a mixture of diaphorase/NAD+ and 3-(4-iodophenyl)-2-(4-nitrophenyl)-5-phenyl-2H-tetrazol-3-ium chloride/sodium 2-hydroxypropanoate using the LDHPLUS assay (Roche). Percent cytotoxicity was calculated according to the manufacturer’s protocol using a LDH standard curve and a cell lysate standard curve.
Chemicals
LCL-161, AT-406, birinapant (Selleck Chemicals) and staurosporine (Sigma) were prepared in dimethyl sulfoxide. Corresponding volumes of DMSO (5 µL DMSO mL−1) were used for vehicle in each experiment. For inhibitor experiments, 20 µM z-VAD-FMK, 200 nM wortmannin, 10 µM chloroquine, 10 nM bafilomycin A1, or 10 µM necrostatin-1 (all Sigma) were added for 1 h prior to, and for the duration of the experiment. The human TNF neutralizing antibody (D1B4; Cell Signaling) was added 2 h prior to SM treatment at 1 µg mL−1 as previously described19.
siRNA transfection
Macrophages were transfected with ThermoFisher Silencer Select ATG2A (ID# s23098), ATG2B (ID# s30173), ATG5 (ID# s18159), ATG7 (ID# s20651), RUBCN (ID# s18718), SQSTM1 (ID# s16961), ULK1 (ID# s15965), or control (Cat# 4390846) siRNA (siNS), using lipofectamine RNAiMAX transfection reagent (ThermoFisher) in Opti-MEM (Gibco) according to the manufacturer’s instructions. Forty eight hours later, cells were analyzed for target gene silencing and used in experiments. Transfection efficiency was assessed with BLOCK-iT Alexa Fluor Red Fluorescent Control (ThermoFisher) using flow cytometry19.
Western blotting
ATG2A (#15011), ATG5 (#2630), ATG7 (#2631), BECN1 (#3738), BIRC2 (D5G9), CASP8 (1C12), FADD (#2782), FAS (C18C12), FASLG (#4273), HSP90 (C45G5); LAMP1 (C54H11), MLKL (D2I6N), PARP1 (46D11), RIPK1 (D94C12), RIPK3 (D4G2A), ULK1 (D9D7), and XIAP (3B6) antibodies were obtained from Cell Signaling. SQSTM1 (#ab56416) and STX17 (#ab116113) antibodies were purchased from Abcam. β-actin (ACTB; AC-74) and ATG2B (#HPA019665) were purchased from Sigma. MAP1LC3B (#NB100-2220) was purchased from Novus Biologicals. Cell lysis, co-immunoprecipitation, subcellular fractionation, and western blotting were performed as previously described19,41. Relative densities of the target bands to the reference bands was calculated using ImageJ (NIH).
Statistics
Samples were assigned to experimental groups through simple random sampling. Sample size (n) was determined using a two-sample two-sided equality test with power (1 − β) = 0.8, α = 0.05, and preliminary data where the minimum difference in outcome was at least 70%. Data are represented as dot blots with arithmetic means ± 95% confidence interval for independent biological replicates. Data were assessed for symmetry, or skewness, using Pearson’s skewness coefficient. Normalized ratiometric data were log2 transformed. When expression in the reference sample is low or zero, we used proportion statistics as described previously19,66. Comparisons between groups were performed using the paired, two-tailed, Student’s t-test. In all experiments, differences were considered significant when P < 0.05; *P < 0.05.
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Acknowledgements
This work was supported, in whole or in part, by the National Institute of Neurological Disorders and Stroke of the NIH (www.ninds.nih.gov; R01 NS104015 to S.A.S.), and the International Maternal Pediatric Adolescent AIDS Clinical Trials Network (impaactnetwork.org). Overall support for the International Maternal Pediatric Adolescent AIDS Clinical Trials (IMPAACT) Network is provided by the National Institute of Allergy and Infectious Diseases (NIAID) of the NIH under award numbers UM1AI068632 (IMPAACT LOC), UM1AI068616 (IMPAACT SDMC), and UM1AI106716 (IMPAACT LC), with co-funding from the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) and the National Institute of Mental Health (NIMH). The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
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Campbell, G.R., To, R.K., Zhang, G. et al. SMAC mimetics induce autophagy-dependent apoptosis of HIV-1-infected macrophages. Cell Death Dis 11, 590 (2020). https://doi.org/10.1038/s41419-020-02761-x
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DOI: https://doi.org/10.1038/s41419-020-02761-x
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