Abstract
The mechanistic target of rapamycin complex 1 (mTORC1) is an essential hub that integrates nutrient signals and coordinates metabolism to control cell growth. Amino acid signals are detected by sensor proteins and relayed to the GATOR2 and GATOR1 complexes to control mTORC1 activity. Here we perform genome-wide CRISPR/Cas9 screens, coupled with an assay for mTORC1 activity based on fluorescence-activated cell sorting analysis of pS6, to identify potential regulators of mTORC1-dependent amino acid sensing. We then focus on interleukin enhancer binding factor 3 (ILF3), one of the candidate genes from the screen. ILF3 tethers the GATOR complexes to lysosomes to control mTORC1. Adding a lysosome-targeting sequence to the GATOR2 component WDR24 bypasses the requirement for ILF3 to modulate amino-acid-dependent mTORC1 signalling. ILF3 plays an evolutionarily conserved role in human and mouse cells, and in worms to regulate the mTORC1 pathway, control autophagy activity and modulate the ageing process.
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Data availability
CRISPR screen data are provided in Supplementary Tables 1–3 in Excel format. Source data are provided with this paper. Data from the GTEx database used in Extended Data Fig. 2c are accessible through its official website (https://www.gtexportal.org). All other data supporting the findings of this study are available from the corresponding author on reasonable request.
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Acknowledgements
We thank H. He (National Institute of Biological Sciences) for assistance with CRISPR screening. We thank L. Chen for providing the shRNA plasmid targeting ILF3 isoform 1, and H. Zhang for providing the GFP::LGG-1 worm strain. The ATG5-knockout HEK293T cell line was a gift from J. Cui. Y.L. was supported by grants from the National Key Research and Development Program of China (grant no. 2022YFA0806502), the National Natural Science Foundation of China (grant nos. 92157301, 31925012 and 92254305) and the HHMI International Research Scholar Program (grant no. 55008739). Y.L. acknowledges support from the Tencent Foundation through the XPLORER PRIZE. G.Y. was supported by the Postdoctoral Fellowship of Peking-Tsinghua Center for Life Sciences.
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G.Y. and Y.L. conceived the study and designed the experiments. G.Y., J.Y., W.L. and A.G. performed the experiments. J.G. performed the bioinformatic analysis. G.Y. and Y.L. analysed the data and wrote the manuscript.
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Nature Cell Biology thanks Constantinos Demetriades and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. Peer reviewer reports are available. Primary Handling editor: Melina Casadio, in collaboration with the Nature Cell Biology team.
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Extended data
Extended Data Fig. 1 Genome-wide CRISPR/Cas9 knockout screening to identify potential regulators of mTORC1-dependent amino acid sensing.
a, HEK293T cells were starved of amino acids for different times as indicated, or starved for 2 hours and re-stimulated with amino acids for different times. Cell lysates were immunoblotted to detect the (phosphorylated) level of the indicated proteins. b, HEK293T cells were cultured with fresh complete medium, or medium lacking amino acids for 2 hours followed with or without amino acid re-stimulation for 1 hour. Cells were then immunostained with an antibody against pS6 (green), co-stained with DAPI (blue) for DNA content, and observed with a laser scanning confocal microscope. Scale bar, 100 μm. c, HEK293T cells were cultured with fresh complete medium, or medium lacking amino acids for 2 hours with or without amino acid re-stimulation for 1 hour. Cells were then immunostained with an antibody against pS6 (Alexa Fluor® 488 conjugate) and subjected to FACS-based analysis. d, The list of known regulators of mTORC1-dependent amino acid sensing identified by our CRISPR screen. e, Gene ontology (GO) analysis of the candidate genes. The top 15 enriched biological processes are shown. f, Protein-protein interaction analysis of the candidate genes. Only clustered genes are shown. Blue and red circles represent genes from the screen groups -AAs and +AAs, respectively. Unprocessed blots are available in source data.
Extended Data Fig. 2 ILF3 functions specifically in the amino acid-regulated mTORC1 pathway.
a, HEK293T cells stably expressing the indicated sgRNAs were starved of amino acids for 50 min, or starved and re-stimulated with amino acids for 10 min. Cell lysates were immunoblotted to detect the indicated proteins and phospho-proteins. b, Clones were grown from single HEK293T cells expressing control (Ctrl) or ILF3 shRNAs. The selected single-cell clones were treated as in a, and cell lysates were immunoblotted to detect the indicated proteins and phospho-proteins. c, ILF3 isoforms 1 and 2 are widely expressed in most human tissues. Data are from GTEx. d, Cells expressing Ctrl or ILF3i1 sgRNAs, with or without re-introduction of ILF3i1 cDNA, were treated as in a, immunostained with an antibody against pS6 (red), co-stained with DAPI (blue) for DNA content and observed with a laser scanning confocal microscope. Scale bar, 10 μm. n = 8 biologically independent samples. Data are mean ± s.d. e, HEK293E cells expressing Ctrl or ILF3 shRNAs were starved of serum or amino acids for 1 hour, or starved and then re-stimulated with serum (10%) or amino acids for the indicated times. Cell lysates were immunoblotted to detect the indicated proteins and phospho-proteins. f,g, HEK293T cells were transfected with S6K1 cDNA combined with the indicated cDNAs, treated as in a, and immunoblotted to detect the indicated proteins and phospho-proteins. Source numerical data and unprocessed blots are available in source data.
Extended Data Fig. 3 ILF2 interacts with ILF3 and acts as a negative regulator of amino acid-stimulated mTORC1 activity.
a, HEK293T cells transfected with the indicated cDNAs were starved of amino acids for 50 min, or starved and re-stimulated with amino acids for 10 min. Cell lysates were immunoprecipitated with FLAG beads. The whole-cell lysates (WCLs) and IPs were immunoblotted to detect the indicated proteins and phospho-proteins. b, HEK293T cells stably expressing Flag-tagged Metap2 or ILF3i1 were treated as in a, and then subjected to immunoprecipitation with FLAG beads. The WCLs and IPs were immunoblotted to detect the indicated proteins and phospho-proteins. c, Cells expressing Ctrl or ILF3 shRNAs were infected with lentivirus to co-express sgRNAs targeting GFP or ILF3. Cells were then treated as in a, and immunoblotted to detect the indicated proteins and phospho-proteins. d, HEK293T cells were transfected with S6K1 cDNA combined with the indicated cDNAs, treated as in a, and immunoblotted to detect the indicated proteins and phospho-proteins. Unprocessed blots are available in source data.
Extended Data Fig. 4 ILF3 functions upstream of the Rag GTPases and downstream of the GATOR complexes to regulate mTORC1 activity.
a, HEK293T cells expressing Ctrl or ILF3i1 sgRNAs were transfected with S6K1 cDNA combined with the indicated cDNAs, starved of amino acids for 50 min, or starved and re-stimulated with amino acids for 10 min, and immunoblotted to detect the indicated proteins and phospho-proteins. b, HEK293T cells stably expressing 3×HA-tagged TMEM192, with co-expression of Ctrl or ILF3i1 sgRNAs, were treated as in a, and then subjected to an immunoprecipitation-based lysosome capture process. Whole-cell lysates (WCLs) and immunoprecipitated lysosome fractions (LysoIPs) were immunoblotted to detect the indicated proteins and phospho-proteins. c,d, HEK293T cells expressing Ctrl, ILF3i1 (c), or ILF2 (d) sgRNAs were transfected with 2 ng S6K1 cDNA combined with Flag-tagged Metap2 (100 ng) or DEPDC5 (10, 30, 100 ng) plasmids. Cell lysates were immunoblotted to detect the indicated proteins and phospho-proteins. e,f, HEK293T cells expressing Ctrl or ILF3 shRNAs were transfected with S6K1 cDNA combined with Flag-tagged Metap2, SESN2 (e), CASTOR1 (e) or SAMTOR (f) cDNAs, treated as in a, and cell lysates were immunoblotted to detect the indicated proteins and phospho-proteins. Unprocessed blots are available in source data.
Extended Data Fig. 5 Domain mapping of the interaction of ILF3i1 and WDR24/WDR59.
a, Immunoblotting analysis of cell lines expressing near endogenous levels of GFP-tagged ILF3i1 or ILF3i2. b, HEK293T cells transfected with the indicated domains of ILF3i1 were subjected to immunoprecipitation with FLAG beads. The WCLs and IPs were immunoblotted to detect the indicated proteins. c,d, HEK293T cells transfected with the ILF3i1 CTD and different domains of WDR59 (c) or WDR24 (d) were subjected to immunoprecipitation with HA beads. The WCLs and IPs were immunoblotted to detect the indicated proteins. e, HEK293T cells expressing shILF3 and the indicated domains of ILF3i1 were starved of amino acids for 1 hr. Cell lysates were immunoblotted to detect the indicated proteins and phospho-proteins. f, HEK293T cells transfected with the indicated cDNAs were subjected to immunoprecipitation with anti-HA or anti-FLAG beads. The WCLs and IPs were immunoblotted to detect the indicated proteins. g, HEK293T cells stably expressing Flag-tagged Metap2 or ILF2 were starved of amino acids for 50 min, or starved and re-stimulated with amino acids for 10 min, and then subjected to immunoprecipitation with anti-FLAG beads. The WCLs and IPs were immunoblotted to detect the indicated proteins. Unprocessed blots are available in source data.
Extended Data Fig. 6 ILF3 controls the lysosomal localization of GATOR1 and GATOR2 to regulate mTORC1 activity.
a, HEK293T cells expressing Ctrl or ILF3 shRNAs were starved of amino acids for 50 min, or starved and re-stimulated with amino acids for 10 min. Cells were then immunostained with antibodies against WDR59 (red) and LAMP2 (green), co-stained with DAPI (blue) for DNA content, and observed with a laser scanning confocal microscope. Scale bar of magnified insets, 5 μm. b, HEK293T cells stably expressing GFP-tagged WDR24, with co-expression of Ctrl or ILF3 shRNAs, were treated as in a. Cells were then immunostained with an antibody against LAMP2 (red), and observed with a laser scanning confocal microscope. Scale bar of magnified insets, 5 μm. c, HEK293T cells expressing endogenous HA-DEPDC5, with co-expression of Ctrl or ILF3 shRNAs, were treated as in a, immunostained with antibodies against HA (red) and LAMP2 (green), and observed with a laser scanning confocal microscope. Scale bar of magnified insets, 5 μm. d-f, HEK293T cells stably expressing GFP-tagged NRPL2 (d), C12orf66 (e) or ITFG2 (f), with co-expression of Ctrl or ILF3 shRNAs, were treated as in a. Cells were then immunostained with an antibody against LAMP2 (red), and observed with a laser scanning confocal microscope. Scale bar of magnified insets, 5 μm. g, Quantification of the colocalization of WDR59 (a), GFP-WDR24 (b), HA-DEPDC5 (c), GFP-NPRL2 (d), GFP-C12orf66 (e) or GFP-ITFG2 (f) with LAMP2 using Pearson’s correlation coefficient. Quantification was carried out on 40 cells examined over 3 independent experiments. Data are mean ± s.d. ****P < 0.0001, n.s., not significant (unpaired two-sided Student’s t-test). Source numerical data are available in source data.
Extended Data Fig. 7 Characterization of the lysosomal localization of GATOR1, GATOR2, KICSTOR, and ILF3i1.
a, Wild-type, NPRL3 KO, or SZT2 KO HEK293T cells stably expressing GFP-WDR24 were starved of amino acids for 50 min, or starved and re-stimulated with amino acids for 10 min. Cells were then immunostained with an antibody against LAMP2 (red), and observed with a laser scanning confocal microscope. Scale bar of magnified insets, 5 μm. b, Wild-type, MIOS KO, or NPRL3 KO HEK293T cells stably expressing GFP-C12orf66 were treated as in a, immunostained with an antibody against LAMP2 (red), and observed with a laser scanning confocal microscope. Scale bar of magnified insets, 5 μm. c, Quantification of the colocalization of GFP-WDR24 (a) or GFP-C12orf66 (b) with LAMP2 using Pearson’s correlation coefficient. Quantification was carried out on 40 cells examined over 3 independent experiments. Data are mean ± s.d. n.s., not significant (unpaired two-sided Student’s t-test). d, Wild-type, MIOS KO, NPRL3 KO, or SZT2 KO HEK293T cells stably expressing 3×HA-tagged TMEM192 were subjected to an immunoprecipitation-based lysosome capture process. The WCLs and immunoprecipitated lysosome fractions (LysoIPs) were immunoblotted to detect the indicated proteins. Quantification was performed with ImageJ. Data are mean ± s.d. (n = 3 biologically independent experiments). Exact P values are shown in the graph (unpaired two-sided Student’s t-test). Note that all blots in the sgMIOS group were normalized with their corresponding wild type group. Source numerical data and unprocessed blots are available in source data.
Extended Data Fig. 8 Characterization of the lysosomal localization of ILF3.
a, HEK293T cells stably expressing near endogenous levels of GFP-tagged ILF3i2 were starved of amino acids for 50 min, or starved and then re-stimulated with amino acids for 10 min. Cells were immunostained with an antibody against LAMP2 (red), co-stained with DAPI (blue), and observed with a laser scanning confocal microscope. Scale bar of magnified insets, 5 μm. Quantification of the colocalization of cytoplasmic GFP-ILF3i2 with LAMP2 was performed with Pearson’s correlation coefficient. Quantification was carried out on 40 cells examined over 3 independent experiments. Data are mean ± s.d. n.s., not significant (unpaired two-sided Student’s t-test). b, Wild-type, LAMTOR1 KO, or RagA/B DKO HEK293T cells stably expressing 3×HA-tagged TMEM192 were subjected to an immunoprecipitation-based lysosome capture process. The WCLs and immunoprecipitated lysosome fractions (LysoIPs) were immunoblotted to detect the indicated proteins. c, Wild-type, LAMTOR1 KO, or RagA/B DKO HEK293T cells stably expressing GFP-ILF3i1 were treated as in a, immunostained with an antibody against LAMP2 (red), and observed with a laser scanning confocal microscope. Scale bar of magnified insets, 5 μm. Quantification of the colocalization of cytoplasmic GFP-ILF3i1 with LAMP2 was performed with Pearson’s correlation coefficient. Quantification was carried out on 40 cells examined over 3 independent experiments. Data are mean ± s.d. n.s., not significant (unpaired two-sided Student’s t-test). d, Schematic depiction of the mechanism by which ILF3 regulates amino acid-dependent mTORC1 signalling. Source numerical data and unprocessed blots are available in source data.
Extended Data Fig. 9 ILF3 plays an evolutionarily conserved role in regulating mTORC1 and autophagy.
a, Summary of the evolutionary conservation of ILF3 and ILF2, as well as GATOR1, GATOR2 and KICSTOR components, in model organisms. b, Quantification of the colocalization between mTOR and TMEM192-EGFP in Fig. 6b using Pearson’s correlation coefficient. Quantification was carried out on 40 cells examined over 3 independent experiments. Data are mean ± s.d. ****P < 0.0001 (unpaired two-sided Student’s t-test). c, HEK293T cells expressing Ctrl or ILF3 shRNAs were starved of amino acids for the indicated times. Cells were subjected to lysis for immunoblotting analysis of the indicated proteins and phospho-proteins. d, HEK293T cells expressing Ctrl or ILF3 shRNAs were starved of amino acids for the indicated times. Cells were subjected to Q-PCR analysis of SQSTM1 mRNA abundance. n = 3 biologically independent experiments. Data are mean ± s.d. n.s., not significant (unpaired two-sided Student’s t-test). Source numerical data and unprocessed blots are available in source data.
Extended Data Fig. 10 The gating strategy for FACS.
a, b, For FACS analysis of the -AAs group (a) and the +AAs group (b), the first gating was performed using FSC-A and SSC-A, the second gating was performed using FSC-H and FSC-W, then the last gating was performed using fluorescence intensity.
Supplementary information
Supplementary Table
Supplementary Table 1. List of the normalized abundance of all the sgRNAs from the screens. Supplementary Table 2. List of the enriched sgRNAs from the screens of group −AAs. Supplementary Table 3. List of the enriched sgRNAs from the screens of group +AAs.
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Yan, G., Yang, J., Li, W. et al. Genome-wide CRISPR screens identify ILF3 as a mediator of mTORC1-dependent amino acid sensing. Nat Cell Biol 25, 754–764 (2023). https://doi.org/10.1038/s41556-023-01123-x
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DOI: https://doi.org/10.1038/s41556-023-01123-x
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