Increasing evidence suggests the important role of metabolic reprogramming in the regulation of the innate inflammatory response, but the underlying mechanism remains unclear. Here we provide evidence to support a novel role for the pyruvate kinase M2 (PKM2)-mediated Warburg effect, namely aerobic glycolysis, in the regulation of high-mobility group box 1 (HMGB1) release. PKM2 interacts with hypoxia-inducible factor 1α (HIF1α) and activates the HIF-1α-dependent transcription of enzymes necessary for aerobic glycolysis in macrophages. Knockdown of PKM2, HIF1α and glycolysis-related genes uniformly decreases lactate production and HMGB1 release. Similarly, a potential PKM2 inhibitor, shikonin, reduces serum lactate and HMGB1 levels, and protects mice from lethal endotoxemia and sepsis. Collectively, these findings shed light on a novel mechanism for metabolic control of inflammation by regulating HMGB1 release and highlight the importance of targeting aerobic glycolysis in the treatment of sepsis and other inflammatory diseases.
Severe sepsis and septic shock represent a major clinical problem and are the leading causes of death in patients within intensive care units worldwide1. This medical problem results from an exuberant and excessive host response associated with a deleterious and non-resolving systemic inflammatory response syndrome, often caused by Gram-negative bacterial infection2. As the major component of Gram-negative bacteria, lipopolysaccharide (LPS) can induce the secretion and release of multiple proinflammatory cytokines such as tumour necrosis factor-α (TNF-α)3, interleukin-1β (IL-1β)4 and high-mobility group box 1 (HMGB1)5. In contrast to early proinflammatory cytokines (for example, TNF-α and IL-1β), HMGB1 is released in a delayed manner and functions as a late mediator of lethal sepsis5, and thus as a therapeutic target that has a wider time window for clinical intervention6.
In resting cells, most of the HMGB1 resides in the nucleus and functions as a DNA chaperone to regulate chromosomal structure and DNA biology7. When actively secreted by immune cells or passively leaked from necrotic or injured cells5,8,9, HMGB1 functions as a damage-associated molecular pattern to mediate innate immune responses10. The secretion of HMGB1 from activated immune cells is a highly regulated process involving multiple steps and mechanisms. For instance, post-transcriptional modification (for example, acetylation) in the nuclear localization signal promotes HMGB1 translocation from the nucleus to the cytoplasm11. Subsequently, secretory lysosome-mediated exocytosis and other unknown pathways facilitate HMGB1 release into the extracellular space12. Therefore, a more comprehensive understanding of the mechanisms underlying the regulation of HMGB1 release by activated immune cells may ultimately lead to better treatments for patients with various inflammation-associated diseases13.
Metabolism includes processes in which biochemicals are degraded to produce energy (in the form of adenosine triphosphate). Intermediate metabolites may serve as signalling molecules to regulate cellular processes. This metabolism-driven reprogramming dictates the progression of many cellular functions and even cellular fate. For instance, tumour cells can strategically generate adenosine triphosphate through aerobic glycolysis (in addition to oxidative phosphorylation), even when oxygen is abundant14, enabling exaggerated tumour cell proliferation. This phenomenon has been termed the ‘Warburg effect’ and represents one of the key hallmarks of cancer15.
Growing evidence suggests that activated immune cells (for example, macrophages, dendritic cells and T cells) also have the ability to switch from oxidative phosphorylation to aerobic glycolysis in a manner similar to tumour cells. This alteration may contribute to the regulation of innate immune functions16,17,18,19 and represents a novel target for inflammatory diseases. One key mediator of the Warburg effect is the transcription factor hypoxia-inducible factor 1α (HIF1α), a master regulator of metabolism that is upregulated in response to low oxygen or hypoxia20. Remarkably, a bacterial constituent, LPS, can also induce a switch from oxidative phosphorylation to aerobic glycolysis in dendritic cells and macrophages21,22,23 and consequently results in cell activation and release of proinflammatory cytokines, including IL-1β21,22,23.
Although the Warburg effect similarly occurs in activated macrophages, its possible role in the regulation of HMGB1 release is unknown. In the current study, we demonstrate that pyruvate kinase M2 (PKM2), a protein kinase and transcriptional coactivator, functions as an essential mediator of aerobic glycolysis24 and an important regulator of HMGB1 release in activated macrophages. Our findings shed light on a novel mechanism for metabolic control of inflammation by regulating HMGB1 release and highlight the possibility of targeting the switch to aerobic glycolysis in the treatment of sepsis and other inflammatory diseases.
Glycolysis promotes HMGB1 release
To investigate whether aerobic glycolysis plays a role in the regulation of HMGB1 release, we used a glucose analogue, 2-deoxy-D-glucose (2-DG), a widely used competitive inhibitor of the first hexokinase of the glycolytic pathway. 2-DG is phosphorylated by hexokinase to 2-DG-P, which cannot be further metabolized by phosphoglucose isomerase. 2-DG (IC50≈1 mM) significantly inhibited the LPS-induced switch from oxidative phosphorylation (as measured by oxygen consumption rate (OCR)) to glycolysis (as measured by extracellular acidification rate (ECAR)) in a concentration-dependent manner (Fig. 1a). In parallel, 2-DG treatment also concentration-dependently inhibited the release of early (for example, IL-1β at 2 h) and late (for example, HMGB1 at 24 h) mediators in LPS-stimulated macrophages (Fig. 1b,c). Several immunoregulatory cytokines such as TNF-α5 and interferon-γ (IFN-γ)25 can induce HMGB1 release in macrophages. Similarly, 2-DG also inhibited TNF-α and IFN-γ-induced HMGB1 release in macrophages (Fig. 1d), suggesting a general role for glycolysis in the regulation of HMGB1 release. Although 2-DG significantly inhibited LPS-induced upregulation of IL-1β mRNA (Fig. 1e), it did not affect the HMGB1 mRNA levels in response to LPS, TNF-α and IFN-γ in macrophages (Fig. 1f). These results are consistent with those previous reports; namely, LPS induced IL-1β release in macrophages through transcriptional-dependent mechanisms, whereas LPS induced HMGB1 release in macrophages through transcriptional-independent mechanisms5,22. Collectively, our results therefore indicate a possible role for aerobic glycolysis in the regulation of HMGB1 release through post-transcriptional mechanisms.
PKM2 is required for active HMGB1 release
The M2 isoform of PKM2 catalyses the final and rate-limiting reaction step of the glycolytic pathway and functions as the central regulator of cancer metabolism via regulating the Warburg effect26. However, it remains unclear whether PKM2 is also important for the Warburg effect in activated innate immune cells. Surprisingly, LPS induced a time-dependent increase in the protein and mRNA levels of PKM2 (Fig. 2a,b), but not PKM1 in macrophages (Fig. 2a), suggesting a possible role for PKM2 in the regulation of the Warburg effect as well as HMGB1 release. To test this possibility, a target-specific short hairpin RNA (shRNA) against PKM2 was transfected into RAW 264.7 macrophages. The transfection of PKM2-shRNA led to a significant decrease in PKM2 (Fig. 2a,b), but not PKM1 protein levels (Fig. 2a). In parallel, the knockdown of PKM2 was associated with a decrease in LPS-induced glycolysis (Fig. 2c) and accompanying reduction of HMGB1 release (Fig. 2d). Treatment with a potential PKM2 inhibitor, shikonin27, also resulted in significant inhibition of LPS-, TNF-α- and IFN-γ-induced HMGB1 release (Fig. 2e). Furthermore, the knockdown of PKM2 by lentiviral shRNA in primary bone marrow macrophages (BMMs) led to inhibition of LPS-, TNF-α- and IFN-γ-induced HMGB1 release (Fig. 2f,g). Collectively, these results support an important role for PKM2-mediated glycolysis in the regulation of HMGB1 release in activated macrophages.
PKM2-mediated HIF1α activation is required for HMGB1 release
In cancer cells, PKM2 physically interacts with HIF1α in the nucleus and activates the transcription of glycolysis-related genes such as GLUT1 (glucose transporter 1, which increases glucose uptake), LDHA (lactate dehydrogenase A, which increases lactate production) and PDK1 (pyruvate dehydrogenase kinase 1, which blocks the entry of pyruvate into the tricarboxylic acid cycle)28. In LPS-stimulated RAW264.7 cells and primary BMMs, the interaction between PKM2 and HIF1α was markedly elevated, as determined by immunoprecipitation assays (Fig. 3a). However, the knockdown of PKM2 by RNA interference impaired LPS-induced HIF1α transcriptional activation (Fig. 3b), as well as the consequent expression of GLUT1 (Fig. 3c), LDHA (Fig. 3d) and PDK1 mRNAs (Fig. 3e). Notably, the knockdown of PKM2 did not affect LPS-induced HIF1α protein expression (Fig. 3f), suggesting an important role of PKM2-HIF1α interaction in the regulation of the transcriptional activity, but not the stability of HIF1α protein in activated macrophages. To confirm the roles of HIF1α as well as its target glycolysis-related genes in the regulation of HMGB1 release, various shRNA constructs were transfected into cultured macrophages. Interestingly, the knockdown of HIF1α (Fig. 3g), GLUT1 (Fig. 3h), LDHA (Fig. 3i) and PDK1 (Fig. 3i) by RNA interference uniformly impaired LPS-induced HMGB1 release. Together, these findings suggest a novel role for PKM2-mediated HIF1α activation in the regulation of HMGB1 release by activated macrophages.
Lactate promotes HMGB1 acetylation and release
As the end product of glycolysis, lactate accumulated at increased levels (5–7 mM) in the culture medium of LPS-stimulated macrophages (Fig. 4a). In contrast, the knockdown of PKM2 and HIF1α prevented LPS-induced lactate accumulation in the culture medium (Fig. 4a). To understand the role of lactate in the regulation of HMGB1 release, we tested whether supplementation of exogenous lactate could induce HMGB1 release. Indeed, exposure of macrophage cultures to lactate (5 mM for 6 h) triggered a marked HMGB1 release without reducing cell viability (Fig. 4b,c). The recently identified lactate receptor GPR81 (ref. 29) was responsible for this effect (Fig. 4b,c). In addition, intermediate metabolites of glycolysis such as 3-phosphoglycerate, 2-phosphoglycerate and phosphoenolpyruvate (PEP) can induce lactate production and HMGB1 release in macrophages (Fig. 4d). Acetylation is a post-translational modification that can promote HMGB1 cytoplasmic translocation and subsequent release in response to various inflammatory stimuli as well as hypoxia11,30. Lactate increased HMGB1 acetylation (Fig. 4e), whereas LPS-induced HMGB1 acetylation was impaired by the knockdown of PKM2 and HIF1α (Fig. 4f). To gain insight into the mechanisms underlying glycolysis-mediated HMGB1 hyperacetylation, we assayed the activity of histone deacetylases (HDACs), which have been shown to acetylate both histone and non-histone nuclear proteins, including HMGB1 (refs 11, 30). Similar to LPS and HDAC inhibitors (for example, trichostatin A), lactate and PEP also decreased the activity of HDACs in macrophage cultures (Fig. 4g–j). Collectively, these findings suggest that LPS-induced lactate production from PKM2-mediated aerobic glycolysis may act as an inhibitory signal for HDAC activity, which in turn enables HMGB1 hyperacetylation and subsequent release by LPS-stimulated macrophages.
A previous study demonstrated that lactate stimulates Toll-like receptor (TLR)-4 signalling activation in macrophages31. In addition, HMGB1 can stimulate TNF-α release through TLR4 (ref. 32). We demonstrated that HMGB1-neutralizing antibody significantly inhibits lactate-induced TNF-α release (Fig. 4k). These findings suggest that lactate promotes macrophage activation via an autocrine HMGB1-dependent pathway.
Shikonin protects mice from endotoxic shock and sepsis
Given the capacity of the PKM2 inhibitor shikonin to attenuate LPS-induced IL-1β and HMGB1 release in vitro, we determined whether shikonin protects mice against lethal endotoxemia by inhibiting cytokine release. Repetitive administration of shikonin at −0.5, +12 and +24 h following the onset of endotoxemia (5 mg kg−1 LPS, intraperitoneally (i.p.)) conferred significant protection against lethal endotoxemia (Fig. 5a) and simultaneously reduced the PKM2 activity in peritoneal macrophages (Fig. 5b) and the serum levels of lactate (Fig. 5c), IL-1β (Fig. 5d) and HMGB1 (Fig. 5e) in endotoxemic mice. All of these mice were observed for at least 2 weeks and no late deaths occurred. These findings suggest that shikonin does not merely delay animal lethality by attenuating the production of lactate and cytokines, but also provides long-lasting protection. Although endotoxemia is a useful animal model for investigating the complex network of cytokines, a more clinically relevant experimental model for sepsis is bacterial infection induced by caecal ligation and puncture (CLP). At +24, +48 and +72 h following the onset of sepsis, animals were given shikonin or vehicle i.p. Shikonin rescued mice from CLP-induced lethal sepsis, even if given after the onset of sepsis (Fig. 5f). All of these mice were observed for at least 2 weeks and no late deaths occurred. The PKM2 activity in peritoneal macrophages (Fig. 5g) and the serum levels of lactate (Fig. 5h) and HMGB1 (Fig. 5i) were significantly decreased in the group receiving shikonin treatment for CLP. Collectively, these data suggest that the PKM2 inhibitor shikonin protects against experimental lethal endotoxic shock and sepsis partly by inhibiting PKM2 activity, lactate production and HMGB1 release.
To ensure a timely response to infection, effective innate recognition systems that rapidly detect various microbial products such as LPS have evolved in mammals. The effective recognition of pathogen-associated molecular patterns by innate immune cells triggers the sequential release of early (for example, TNF-α and IL-1β) and late (for example, HMGB1) proinflammatory cytokines. Appropriate inflammatory responses facilitate innate immunity against infections, but excessive inflammation may also result in sepsis and even death1,2. The molecular mechanisms underlying the innate immune system response to LPS are not completely understood. In this study, we demonstrate that PKM2-mediated aerobic glycolysis contributes to macrophage activation and the resultant inflammatory response. As a co-activator, PKM2 interacts with HIF-1α and activates the transcription of glycolysis-related genes, leading to excessive lactate production and HMGB1 hyperacetylation and its subsequent release. Moreover, genetic and/or pharmacological inhibition of PKM2 significantly impairs LPS-induced HMGB1 release in macrophages and protects mice from lethal endotoxic shock and sepsis. These findings provide novel insight into the mechanisms underlying the metabolic control of inflammation and highlight the importance of targeting aerobic glycolysis in the treatment of patients with sepsis and other inflammatory diseases.
The Warburg effect, first observed in various tumour cells, is also increasingly recognized as an essential regulator of innate and adaptive immunity. For instance, increased aerobic glycolysis contributes to the maturation of dendritic cells in response to TLR4, TLR2 and TLR9 ligands21, and influences the differentiation of both anti-inflammatory regulatory T cells and pro-inflammatory Th17 cells33,34. There are two major types of macrophages35: the classical M1 phenotype, which can be activated by LPS and IFN-γ to orchestrate proinflammatory responses, and the alternate M2 phenotype, which is activated by IL-4, IL-13, IL-10 and TGF-β to fulfill anti-inflammatory functions. LPS can induce the metabolic switch to aerobic glycolysis only in M1 macrophages, which contributes to transcriptional expression and release of early proinflammatory cytokines (for example, IL-1β)22. In this study, we found that increased aerobic glycolysis also contributes to LPS-induced release of late mediators (for example, HMGB1) by modulating its post-translational modification (rather than transcriptional expression). It now appears that the Warburg effect can participate in the regulation of proinflammatory cytokines at both the transcriptional and post-transcriptional levels.
Although PKM2 is expressed at extremely low levels (if any at all) in quiescent and normally differentiated cells, its expression levels are markedly upregulated in rapidly proliferating tumour cells as well as activated macrophages. Elevated PKM2 expression in cancer cells26 and activated immune cells enables the metabolic switch from oxidative phosphorylation to aerobic glycolysis. In cancer cells, PKM2 contributes to the Warburg effect by interacting and activating HIF-1α to induce the expression of glycolytic genes28. Here we demonstrate that PKM2 fulfills similar functions by interacting with HIF1α to regulate the expression of LPS-induced glycolytic genes and release of proinflammatory cytokines in macrophages. Consistently, the knockdown of PKM2, HIF1α, as well as aerobic glycolysis-related genes (for example, GLUT1, LDHA and PDK1) significantly impaired LPS-induced HMGB1 release, suggesting an important role of the PKM2-HIF1α glycolysis pathway in the regulation of HMGB1 release by activated macrophages.
Intriguingly, it has been suggested that hyperglycaemia aggravates LPS-induced HMGB1 release, whereas insulin can decrease serum HMGB1 levels in septic animals36, implying a possible role of glucose metabolism in the regulation of HMGB1 release. The mechanisms underlying the regulation of PKM2 expression in macrophages remains a subject of future investigation. In cancer cells, however, the expression of PKM2 is controlled by several transcription factors such as Sp1 (ref. 37), nuclear factor-κB38 and Myc39, as well as HIF1α28. In addition, activation of the extracellular signal-regulated kinase is required for PKM2 expression and nuclear translocation during aerobic glycolysis40. Given the essential role of extracellular signal-regulated kinase in regulating active HMGB1 secretion41, elucidating the mechanism underlying the regulation of PKM2 upregulation in activated immune cells will be important.
Hypoxia and inflammation are often intimately associated under various conditions. Hypoxia is not only a prominent feature in inflamed and injured tissues but also an effective inducer of inflammatory responses42,43. Under hypoxic conditions, HIF1α, the master regulator of the cellular response to hypoxia, can escape degradation by the ubiquitin-proteasome pathway, thereby accumulating at high levels44. Similarly, bacterial products (for example, LPS)45 and proinflammatory cytokines (for example, TNF-α and IFN-γ)46,47 can also stabilize HIF1α and activate relevant signalling pathways, even under normoxic conditions. In the present study, we found that knockdown of HIF1α impaired LPS-induced HMGB1 release by macrophages under normoxic conditions. Similarly, others have found that conditional knockout of HIF1α in myeloid cells (including macrophages) decreased inflammatory responses in vivo48 and protected animals against LPS-induced lethality49.
Activated macrophages/monocytes acetylate HMGB1 at its nuclear localization sequences, leading to sequestration of HMGB1 within cytoplasmic vesicles and subsequent release into the extracellular milieu. Extracellular HMGB1 functions as a late mediator of lethal endotoxemia and sepsis, because HMGB1-neutralizing antibodies or inhibitors reverse the course of established experimental sepsis even when these antidotes are given up to 24 h after induction of experimental sepsis5,50,51. These findings support the idea of HMGB1 as a promising therapeutic target to allow rescue from lethal sepsis. It is thus important to fully understand the intricate mechanisms underlying the regulation of HMGB1 release under relevant pathological conditions. Our present study reveals a crucial role for the PKM2 pathway in the regulation of HMGB1 release and suggests another possible therapeutic target for sepsis. Indeed, a potential PKM2 inhibitor27, shikonin, conferred significant protection against lethal endotoxemia and sepsis partly by attenuating systemic accumulation of lactate and proinflammatory cytokines. Of note, increased serum lactate levels have been suggested as a biomarker of organ failure and mortality in patients with sepsis, trauma and other critical illnesses52,53,54. Our findings that lactate can effectively stimulate macrophages to release HMGB1 provide a logical explanation for lactate clearance as a therapy for sepsis and other inflammatory diseases. As a component of Chinese herbal medicine, shikonin also has antioxidant properties55 and has been tested for efficacy in the treatment of microbial infections and cancer in experimental and clinical settings56. It is essential to determine whether other HMGB1 inhibitors (for example, epigallocatechin gallate, tanshinone, carbenoxolone and quercetin) confer protection against lethal sepsis similarly by inhibiting the PKM2-mediated Warburg effect in innate immune cells.
Collectively, our findings reveal a novel PKM2-dependent mechanism for the metabolic control of inflammation. Upregulation of PKM2 expression enables a metabolic switch to aerobic glycolysis, leading to excessive production of lactate. By inhibiting HDAC activity57, lactate in turn increases HMGB1 hyperacetylation, translocation to the cytoplasm and subsequent release into the extracellular milieu. Thus, novel therapeutic strategies targeting aerobic glycolysis for the treatment of patients with sepsis and other inflammatory diseases are in order.
LPS (Escherichia coli LPS 0111:B4; L4391), 2DG (D8375), trichostatin A (8552), 3-phosphoglycerate (P8877), 2-phosphoglycerate (19710) and PEP (#860077) were obtained from Sigma (St Louis, MO, USA). Shikonin (CAS 517-89-5) was obtained from EMD Millipore Corporation (Billerica, MA, USA). Mouse TNF-α (410-MT-010) and IFN-γ (485-MI-100) were obtained from R&D Systems (Minneapolis, MN, USA). Mouse anti-HMGB1 2G7 neutralizing antibody was a generous gift from Kevin J. Tracey (The Feinstein Institute for Medical Research, Manhasset, NY, USA)32.
Murine macrophage-like RAW 264.7 cells were obtained from the American Type Culture. Mouse peritoneal and BMMs were isolated from Balb/C mice58,59. These cells were cultured in DMEM medium (supplemented with 10% heat-inactivated fetal bovine serum and 100 units of penicillin and 100 μg ml−1 streptomycin) at 37 °C, 95% humidity and 5% CO2.
Animal model of endotoxemia and sepsis
This study was approved by the Xiangya Hospital Institutional Ethics Committee and performed in accordance with Association for Assessment and Accreditation of Laboratory Animal Care guidelines (http://www.aaalac.org/). Endotoxemia was induced in Balb/C mice (male, 7–8 weeks old, 20–25 g) by i.p. injection of bacterial endotoxin (LPS, 5 mg kg−1)5,51. Sepsis was induced in male Balb/C mice (male, 7–8 weeks old, 20–25 g) by CLP5,51. Shikonin was dissolved in vehicle (10% dimethylsulphoxide, 20% Cremophor:ethanol (3:1) and 70% PBS) and administered i.p. to mice at the indicated time points. Blood was collected at indicated time points, allowed to clot for 2 h at room temperature and then centrifuged for 15 min at 1,500 g. Serum samples were stored at −20 °C before analysis. Mortality was recorded for up to 2–3 weeks after the onset of lethal endotoxemia or sepsis to ensure that no additional late deaths occurred.
Commercially available enzyme-linked immunosorbant assay (ELISA) kits were used to measure the concentrations of HMGB1 (Shino Test Corporation, Tokyo, Japan, ST51011), IL-1β (R&D Systems, MLB00C) and TNF-α (R&D Systems, MTA00B) in serum or the culture medium according to the manufacturer’s instructions.
Lactate in serum or the culture medium was measured with colorimetric L-Lactate Assay Kit (Abcam, Cambridge, MA, USA, ab65331) according to the manufacturer’s instructions. HDAC activity was measured with the fluorometric HDAC Activity Assay kit (Abcam, ab156064) according to the manufacturer’s instructions. HIF1α DNA binding activity in nuclear extracts was measured with HIF1α Transcription Factor Assay Kit (Cayman, Ann Arbor, MI, USA, 10006910) according to the manufacturer’s instructions. PKM2 activity was measured by a lactate dehydrogenase-coupled enzyme assay27,60. The assay was carried out with 1 μg of cell lysates with an enzyme buffer (50 mM Tris-HCl (pH 7.5), 100 mM KCl, 10 mM MgCl2, 0.9 mM adenosine diphosphate, 0.6 mM PEP, 0.12 mM β-nicotinamide adenine dinucleotide and 4.8 U ml−1 lactate dehydrogenase). Enzyme activity can be measured at 340 nm absorbance by spectrophotometry.
All shRNA constructs were in the pLKO.1 backbone (Sigma). Transfection with indicated shRNA (Supplementary Table 1) and control empty shRNA (SHC001) from Sigma were performed using FuGENE HD Transfection Reagent (Roche Applied Science) or MISSION shRNA Lentiviral Transduction (Sigma) according to the manufacturer’s instructions.
Western blot analysis
After extraction, proteins in cell lysates were first resolved by SDS–PAGE, and then transferred to nitrocellulose membrane and subsequently incubated with the primary antibody. The antibodies to HMGB1 (ab18256; 1:1,000) and HIF1α (ab16066; 1:1,000) were obtained from Abcam. The antibodies to PKM1 (7067; 1:1,000), PKM2 (4053; 1:1,000), acetylated-lysine (9441; 1:1,000) and actin (3700; 1:1,000) were obtained from Cell Signaling Technology (Danvers, MA, USA). The antibody to GPR81 (SAB1300089; 1:200) was obtained from Sigma. After incubation with peroxidase-conjugated secondary antibodies, the signals were visualized by enhanced chemiluminescence (Pierce, Rockford, IL, USA, 32106) according to the manufacturer’s instruction. The relative band intensity was quantified using the Gel-pro Analyzer software (Media Cybernetics, Bethesda, MD, USA).
Quantitative real-time PCR
Total RNA was extracted using TRI reagent (Sigma) according to the manufacturer’s instructions. First-strand complementary DNA was synthesized from 1 μg of RNA using the iScript cDNA Synthesis kit (Bio-Rad, Hercules, CA). cDNA from various cell samples were amplified by real-time quantitative PCR with specific primers (Supplementary Table 2).
Cells were lysed at 4 °C in RIPA buffer (Millipore). Before immunoprecipitation, samples containing equal amounts of proteins were pre-cleared with Protein A sepharose (Millipore) and subsequently incubated with various irrelevant IgG or specific antibodies (PKM2 (4053; 2 μg ml−1) and HMGB1 (ab18256; 2 μg ml−1)] in the presence of protein A sepharose beads. The beads were washed three times with RIPA buffer and the immune complexes were eluted from the beads and subjected to SDS–PAGE and immunoblot analysis as previously described61,62.
Oxidative phosphorylation and glycolysis assay
Cellular OXPHOS and glycolysis were monitored using the Seahorse Bioscience Extracellular Flux Analyzer (XF24, Seahorse Bioscience Inc., North Billerica, MA, USA) by measuring the OCR (indicative of respiration) and ECAR (indicative of glycolysis)63,64. Briefly, 30,000–50,000 cells were seeded in 24-well plates designed for XF24 in 150 μl of appropriate growth media and incubated overnight. Before measurements, cells were washed with unbuffered media once, then immersed in 675 μl unbuffered media and incubated in the absence of CO2 for 1 h. OCR and ECAR were then measured in a typical 8-min cycle of mix (2–4 min), dwell (2 min) and measure (2–4 min) as recommended by Seahorse Bioscience.
Data are expressed as means±s.e.m. of two or three independent experiments. Significance of differences between groups was determined by analysis of variance LSD test. The Kaplan–Meier method was used to compare the differences in mortality rates between groups. A P-value<0.05 was considered statistically significant.
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We thank Christine Heiner (Department of Surgery, University of Pittsburgh) for her critical reading of the manuscript. This work was supported by grants from The National Natural Sciences Foundation of China (31171328 and 81370648 to L.C.; 81270616 to Y.Y.; 81100359 to M.Y.) and a grant from the National Institutes of Health (R01CA160417 to D.T.). H.W. is supported by grants from the National Center of Complementary and Alternative Medicine (R01AT005076) and the National Institute of General Medical Sciences (R01GM063075). T.R.B. is supported by grants from the National Institute of General Medical Sciences (R01GM050441 and P50GM053789). This project used University of Pittsburgh Cancer Institute shared resources that are supported in part by award P30CA047904.
The authors declare no competing financial interests.
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Yang, L., Xie, M., Yang, M. et al. PKM2 regulates the Warburg effect and promotes HMGB1 release in sepsis. Nat Commun 5, 4436 (2014). https://doi.org/10.1038/ncomms5436
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