replying to R. Comas-Ghierra et al. Nature Communications https://doi.org/10.1038/s41467-023-39510-5 (2023)
In a recent paper, we showed that the hypoxia response (HR) pathway promotes gluconeogenesis in Caenorhabditis elegans through upregulation of PCK-1, a phosphoenolpyruvate carboxykinase (PEPCK)1. In their comment, Comas-Ghierra et al. suggest an additional role for the upregulation PCK-1: driving of the electron transport chain (ETC) through malate dismutation. This is a welcome point, as a complete picture of the different functions of the HR pathway is important for our understanding of oxygen-dependent metabolism.
Oxygen is a terminal electron acceptor for the ETC to continuously receive electrons generated by glycolysis, thereby creating the mitochondrial proton gradient that drives ATP generation. Oxygen deprivation stress (hypoxia) can occur for environmental, physiological, or pathological reasons. One of the roles of the HR pathway is to combat the effects of hypoxia to ensure cellular survival until oxygen is restored. The key effector of the HR pathway is the transcription factor HIFα (HIF-1 in C. elegans), which binds to the promoters of target genes and promotes the expression of factors that reprogram metabolism1, 2. One well established HIFα functional target from mammalian studies is pyruvate dehydrogenase kinase (PDK1), as upregulation of PDK1 by HIFα reduces flux through the tricarboxylic acid cycle (TCA) and promotes anaerobic ATP generation by glycolysis3. However, the complete transcriptional response mediated by HIFα, including how individual gene expression changes are integrated into metabolic and physiological changes, is not well understood.
Our paper provided a complete assessment of HIFα/HIF-1 transcriptional targets and the resulting changes in metabolites when activated under aerobic conditions1. Surprisingly, HIF-1 directly upregulates the expression of the PEPCK PCK-1, a key gate keeper for gluconeogenesis. HIF-1 activation also increases metabolites involved in gluconeogenesis and the production of reducing agents like glutathione, suggesting that one of the key facets of the HR pathway is to combat the oxidative stress that occurs in situations like hypoxia. Indeed, we found that the addition of supplemental antioxidants was sufficient to rescue both hif-1 and pck-1 mutants from hypoxia-induced damage, demonstrating the importance for this HIF-mediated antioxidant response under hypoxic conditions.
Comas-Ghierra et al. suggest that PCK-1 upregulation might provide an additional mechanism for hypoxia survival: malate dismutation. Nematodes can use malate dismutation to generate ATP under hypoxic conditions through an alternative version of the ETC that uses rhodoquinone (RQ) instead of ubiquinone (UQ) as an electron carrier. PEPCK can contribute to this alternative mechanism, as it can convert PEP to oxaloacetate. Malate dehydrogenase, which is also upregulated by HIF-1, converts oxaloacetate into malate, which can enter the mitochondria to be converted to fumarate in the first step of malate dismutation. Fumarate then takes the place of oxygen as the terminal electron acceptor at complex II of the ETC, allowing for the regeneration of rhodoquinone, which in turn can drive complex I function, proton efflux, and ATP generation. This mechanism has been particularly well studied in parasitic nematodes surviving the anaerobic environment of their host’s intestine, but this pathway also operates in C. elegans, which is non-parasitic4.
Is HIF-1 promoting malate dismutation by upregulating PCK-1? In gluconeogenesis, the conversion of oxaloacetate to PEP by PEPCK produces CO2 and hydrolyzes GTP, two elements of the reaction that make it quite energetically favorable. By contrast, the reverse reaction (conversion of PEP to oxaloacetate) would require elevated levels of dissolved CO2 and a high PEP/oxaloacetate ratio. Such conditions would be tissue-specific, dependent on the severity of oxygen deprivation stress, and/or dependent on the level of cellular metabolic activity. It is worth noting that we found that supplementation with PEP, but not oxaloacetate, rescued hif-1 mutants from hypoxia (Fig. 1a). Moreover, our meta-analysis of human cell line experiments showed that activated HIFα often induces PEPCK expression even though malate dismutation is generally not thought to occur in humans1.
Another important consideration for answering this question is the presence of oxygen itself. We now have a greater appreciation for how HIFα operates under aerobic conditions (e.g., as part of the Warburg effect), including in cancer cells, dividing stem cells, activated T lymphocytes, endometrial decidualization, patients receiving prolyl hydroxylase inhibitors to treat anemia, and even the flight muscles of locusts3, 5,6,7,8,9,10,11,12,13,14. We activated HIF-1 by using a null mutant for egl-9, as this mutant has constitutively active HIF-1 regardless of oxygen levels. Our choice to study HIF-1 activation under aerobic conditions was intentional, as we expected to find differences in how the pathway regulates gene expression and metabolism depending on whether activation occurs under hypoxic versus aerobic conditions.
Finally, a key component of the malate dismutation mechanism is the regulated alternative splicing of coq-2, which encodes a polyprenyl transferase needed to synthesize both UQ and RQ. In an elegant study, Tan et al. showed that hypoxia or potassium cyanide exposure causes nematodes to switch from producing the COQ-2A isoform, which contains exon 6a and generates UQ, to producing the COQ-2E isoform, which contains exon 6e instead of 6a, generating RQ instead of UQ15. Although the differential splicing of coq-2 is an essential facet of the hypoxia response needed for malate dismutation in nematodes, our analysis of exon usage for the coq-2 transcription unit showed no significant difference when HIF-1 was activated under aerobic conditions (Fig. 1b). Exon 6e, which is a critical exon needed for the COQ-2E isoform that makes RQ, was poorly represented in the transcriptome compared to other exons, and there was no switch in the ratio of exons 6e to 6a. If the malate dismutase pathway is used by the HR pathway under aerobic conditions, then it does not seem to be used as prominently as it is under hypoxic conditions.
We propose that HIFα and the HR pathway are not simply a single survival response to hypoxia, but a multifunctional tool that is employed to reprogram metabolism in diverse ways depending on environmental, developmental, physiological, or pathological context (Fig. 1c–e). A core set of target genes is activated by HIFα regardless of the specific agent activating the pathway, and genes like PEPCK/PCK-1 likely belong to this core. In addition, we speculate that HIFα activates disparate sets of genes that are either tissue dependent or context dependent (e.g., some activated only under aerobic conditions, others activated only under hypoxic conditions). The presence or absence of oxygen likely directs which genes HIFα selects to regulate, operating either through other signaling pathways that crosstalk with the HR pathway, or through oxygen-dependent changes in epigenetic marks. The resulting metabolic changes are also likely to be context dependent, influenced by the metabolites available in specific tissues and/or the availability of oxygen to participate in metabolism. For example, C. elegans might use fatty acids shunted through the glyoxylate cycle to fuel gluconeogenesis under aerobic conditions of HIF-1 activation (or post-hypoxia reoxygenation) but not under hypoxic conditions because of the need for oxygen for β-oxidation of fatty acids.
In summary, we agree with Comas-Ghierra et al. that malate dismutation is an additional important adaptation to hypoxia, but we want to highlight that the specific environmental and developmental context of HIFα activation dictates the specific hypoxia response. A next major step in the field will be characterizing this context-dependent activity of HIFα.
Methods
Hypoxia survival assays
Nematodes were grown on standard NGM plates containing any indicated supplement prior to collection at the L4 stage for the assay. The supplements included 10 mM oxaloacetate (Sigma O4126) or phosphoenol pyruvic (PEP) acid trisodium salt (VWR IC15187283), which were added to NGM plates, dried at room temperature, then seeded with OP50 bacterial cultures. Garlic extract (100 μL in ethanol) was applied as a ring around the NGM agar bed to prevent nematodes from escaping the dish. L4 stage animals were added to the plates, which were then incubated at 0.1% O2 at 25 °C for 48 h with subsequent normoxia recovery at 20 °C for 24 h. No supplement was included in recovery plates. The number of animals alive, dead, or censored (i.e., crawled out of the agar and up the edge of the dish) was counted to generate the percent survival for each trial. Thirty animals per trial were used for the assays, with the average percent of animals surviving for 48 h drawn from at least 3 independent, biological trials.
Statistical analysis
Simple calculations were done in MS Excel v16.70. Data for survival assays were analyzed using GraphPad Prism 9.5.1. Statistical power analysis was performed for sample size estimations using G*Power v3.1.9.6 based on our own preliminary analysis of mutants at the beginning of the study (or from previous measurements of the mutants as published), where effect size compared to wild type has been large (d = 2.3–4.8) depending on the phenotypic assay. Researchers were blind to genotype or experimental treatment. Statistical tests were as indicated in the figure; two-sided tests were used unless otherwise indicated. Data was tested for normality using Kolmogorov-Smirnov and adjusted for multiple comparisons as indicated in the figure legends.
Transcriptome analysis
Previously published RNA-seq expression data from wild-type and egl-9(sa307) mutant L4 stage animals under aerobic conditions was analyzed. Reads were mapped to the C. elegans genome and transcriptome (WS273) with STAR 2.5.1a. DexSeq (v 1.28.1) was used to normalize the data and identify genes that have differential exon usage between the two genotypes (FDR < 0.05). Likelihood ratio tests for individual coq-2 exons were conducted in a pairwise fashion between genotypes with a Benjamini and Hochberg correction. RNA-seq data sets are available at NIH/NCBI GEO through accession number GSE173581.
Reporting summary
Further information on research design is available in the Nature Portfolio Reporting Summary linked to this article.
Data availability
Files for RNA-seq data sets are available at NIH/NCBI GEO through accession number GSE173581. Files can be directly accessed at the web link GSE173580. The files GSM5271168, GSM5271169, GSM5271176, and GSM527117 contain data for four independent biological replicates for N2 wild-type nematodes. The files GSM5271170, GSM5271171, GSM5271178, and GSM5271179 contain data for four independent biological replicates for hif-1(ia4) mutant nematodes. The files GSM5271172, GSM5271173, GSM5271180, and GSM5271181 contain data for four independent biological replicates for egl-9(sa307) mutant nematodes. The files GSM5271174, GSM5271175, GSM5271182, and GSM5271183 contain data for four independent biological replicates for egl-9(sa307) hif-1(ia4) mutant nematodes. The files GSM5271184, GSM5271185, GSM5271186, and GSM5271187 contain data for four independent biological replicates for OR3350 nematodes. C. elegans genome WS273 (WBcel235) was used: https://www.ncbi.nlm.nih.gov/datasets/genome/GCF_000002985.6/. The SuperSeries file of the above subfiles is available at https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE173581. The source data underlying Fig. 1 is provided online as a single Source Data with this paper. Source data are provided with this paper.
References
Vora, M. et al. The hypoxia response pathway promotes PEP carboxykinase and gluconeogenesis in C. elegans. Nat. Commun. 13, 6168 (2022).
Powell-Coffman, J. A. Hypoxia signaling and resistance in C. elegans. Trends Endocrinol. Metab. 21, 435–440 (2010).
Kim, J. W., Tchernyshyov, I., Semenza, G. L. & Dang, C. V. HIF-1-mediated expression of pyruvate dehydrogenase kinase: a metabolic switch required for cellular adaptation to hypoxia. Cell Metab. 3, 177–185 (2006).
Rea, S. & Johnson, T. E. A metabolic model for life span determination in Caenorhabditis elegans. Dev. Cell 5, 197–203 (2003).
Wang, B. et al. Effect of hypoxia-inducible factor-prolyl hydroxylase inhibitors on anemia in patients with CKD: a meta-analysis of randomized controlled trials including 2804 patients. Ren. Fail. 42, 912–925 (2020).
LaGory, E. L. & Giaccia, A. J. The ever-expanding role of HIF in tumour and stromal biology. Nat. Cell Biol. 18, 356–365 (2016).
Luo, W. & Wang, Y. Hypoxia Mediates Tumor Malignancy and Therapy Resistance. Adv. Exp. Med. Biol. 1136, 1–18 (2019).
Vander Heiden, M. G., Cantley, L. C. & Thompson, C. B. Understanding the Warburg effect: the metabolic requirements of cell proliferation. Science 324, 1029–1033 (2009).
Zuo, R. J. et al. Warburg-like glycolysis and lactate shuttle in mouse decidua during early pregnancy. J. Biol. Chem. 290, 21280–21291 (2015).
Fernandez-Ramos, A. A., Poindessous, V., Marchetti-Laurent, C., Pallet, N. & Loriot, M. A. The effect of immunosuppressive molecules on T-cell metabolic reprogramming. Biochimie 127, 23–36 (2016).
Papandreou, I., Cairns, R. A., Fontana, L., Lim, A. L. & Denko, N. C. HIF-1 mediates adaptation to hypoxia by actively downregulating mitochondrial oxygen consumption. Cell Metab. 3, 187–197 (2006).
Seagroves, T. N. et al. Transcription factor HIF-1 is a necessary mediator of the pasteur effect in mammalian cells. Mol. Cell. Biol. 21, 3436–3444 (2001).
Iyer, N. V. et al. Cellular and developmental control of O2 homeostasis by hypoxia-inducible factor 1 alpha. Genes Dev. 12, 149–162 (1998).
Ding, D. et al. Non-canonical function of an Hif-1alpha splice variant contributes to the sustained flight of locusts. eLife 11 https://doi.org/10.7554/eLife.74554 (2022).
Tan, J. H. et al. Alternative splicing of coq-2 controls the levels of rhodoquinone in animals. eLife 9 https://doi.org/10.7554/eLife.56376 (2020).
Acknowledgements
This work was supported by NIH grant R01GM101972 to C.R.
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M.V., S.M.P., and C.R. designed the overall set of experiments. S.M.P. and T.L.M. mediated the RNA-seq, whereas M.V. and C.R. analyzed the results. M.V. and A.P. conducted the hypoxia survival assays. M.V. and C.R. wrote the manuscript. M.V., S.M.P., T.P., T.L.M., A.P., N.S.K., J.F., P.S., and C.R. discussed the response and approved the final paper.
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P.S. is a Scientific Advisory Board member of Trestle Biosciences, consults for Ribo-Therapeutics, and is a Director at an RNA-therapeutics startup. All other authors declare no competing interests.
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Vora, M., Pyonteck, S.M., Popovitchenko, T. et al. Reply to: Potential contribution of PEP carboxykinase-dependent malate dismutation to the hypoxia response in C. elegans. Nat Commun 14, 3937 (2023). https://doi.org/10.1038/s41467-023-39511-4
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DOI: https://doi.org/10.1038/s41467-023-39511-4
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