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Selective and competitive functions of the AAR and UPR pathways in stress-induced angiogenesis


The amino acid response (AAR) and unfolded protein response (UPR) pathways converge on eIF2α phosphorylation, which is catalyzed by Gcn2 and Perk, respectively, under different stresses. This close interconnection makes it difficult to specify different functions of AAR and UPR. Here, we generated a zebrafish model in which loss of threonyl-tRNA synthetase (Tars) induces angiogenesis dependent on Tars aminoacylation activity. Comparative transcriptome analysis of the tars-mutant and wild-type embryos with/without Gcn2- or Perk-inhibition reveals that only Gcn2-mediated AAR is activated in the tars-mutants, whereas Perk functions predominantly in normal development. Mechanistic analysis shows that, while a considerable amount of eIF2α is normally phosphorylated by Perk, the loss of Tars causes an accumulation of uncharged tRNAThr, which in turn activates Gcn2, leading to phosphorylation of an extra amount of eIF2α. The partial switchover of kinases for eIF2α largely overwhelms the functions of Perk in normal development. Interestingly, although inhibition of Gcn2 and Perk in this stress condition both can reduce the eIF2α phosphorylation levels, their functional consequences in the regulation of target genes and in the rescue of the angiogenic phenotypes are dramatically different. Indeed, genetic and pharmacological manipulations of these pathways validate that the Gcn2-mediated AAR, but not the Perk-mediated UPR, is required for tars-deficiency induced angiogenesis. Thus, the interconnected AAR and UPR pathways differentially regulate angiogenesis through selective functions and mutual competitions, reflecting the specificity and efficiency of multiple stress response pathways that evolve integrally to enable an organism to sense/respond precisely to various types of stresses.


Stress-induced angiogenesis contributes enormously to both normal development and pathogenesis of various diseases including cancer, metabolic, and cardiovascular disorders1. Among many stress response pathways implicated in the regulation of angiogenesis, the amino acid response (AAR)2 and unfolded protein response (UPR) pathways3,4 are closely interconnected, as they converge on the common target, eukaryotic initiation factor 2 subunit α (eIF2α), the key regulator of protein translation5,6. Two kinases, general control nonderepressible 2 (Gcn2; also known as Eif2ak4)7,8,9 and protein kinase R-like endoplasmic reticulum (ER) kinase (Perk; also known as Eif2ak3)10,11, are responsible for transducing signals from AAR and UPR, respectively, to cause eIF2α phosphorylation. Furthermore, eIF2α can also be phosphorylated by a heme-regulated translational inhibitor (Hri; also known as Eif2ak1)12,13 and protein kinase RNA-activated (Pkr; also known as Eif2ak2)14,15, which respectively respond to the heme deprivation and viral infection stresses, adding dimensions of complexity to these regulatory mechanisms. All these stress response pathways have been referred to as the integrated stress response16,17. While it is possible that the cells/organisms can respond differentially to the diverse stresses, for example, by distinguishing which phosphorylated eIF2α is catalyzed by which kinase, clear evidence for this specificity remains to be seen. Thus, even though numerous insightful studies have been conducted, such a close interconnection between AAR and UPR makes it difficult to clearly distinguish their different contributions in angiogenesis.

As a major translation regulatory mechanism, the stress-induced eIF2α phosphorylation leads to reduced global translation initiation coincident with the preferential translation of the transcription factor activating transcription factor 4 (ATF4)5,6. The phosphorylation of eIF2α prevents regeneration of the active form of the eIF2 complex, which controls translation initiation, and thereby inhibits global translation on one hand. On the other hand, the limited availability of functional eIF2 complex facilitates the selective translation of ATF4 through a ribosome re-initiation mechanism coordinated by two upstream open reading frames (uORFs) of the ATF4 mRNA18. The upregulated ATF4 plays important role in both AAR and UPR by transcriptional regulation of a large number of target genes that are associated with various physiological and pathological functions including angiogenesis19,20.

The AAR and UPR pathways are evolved to sense and respond to two different types of stresses, namely amino acid starvation as nutritional stress and unfolded proteins as a cellular endogenous stress, respectively21,22. Therefore, although AAR and UPR share the common targets eIF2α and the downstream translation regulatory machinery, they must also exert unique functions possibly through both overlapping and divergent mechanisms, which could be reflected by their differentially regulated target genes22. Indeed, a previous study using an in situ perfused mouse liver model has identified some differentially regulated genes by Gcn2 and Perk23, thus implying the possibility of distinguishing AAR and UPR initially by comparing gene expression profiles. Nevertheless, a systematic comparative study of AAR and UPR in a biological process such as angiogenesis is lacking.

In this study, we generated a zebrafish angiogenic model harboring a loss-of-function mutation of the threonyl-tRNA synthetase (tars) gene. Tars belongs to a family of evolutionarily conserved enzymes, aminoacyl-tRNA synthetases (aaRSs), which control the first step of protein translation through coupling specific amino acids with their cognate tRNAs24,25. Notably, several aaRSs have been implicated in the regulation of angiogenesis, and some relevant phenotypes have been attributed to activation of UPR4,26 or explained by noncanonical functions that are probably associated with the splice variants of some aaRSs27,28. However, the precise mechanism remains elusive, and it is unclear whether AAR, which can be activated by uncharged tRNAs29,30 and stalled ribosomes31,32, is also activated and, if so, whether both AAR and UPR are required and to what extent each of them contributes to this process. To compare the role of AAR and UPR in tars-deficiency-induced angiogenesis, we designed an approach combining comparative gene expression profiling and quantitative phenotype analysis of zebrafish embryos with different genotypes and under specific treatments. These studies allowed us to identify the different roles of AAR and UPR in stress-induced angiogenesis.


Angiogenic phenotypes of the tars mutants and requirement of Tars aminoacylation activity

A zebrafish recessive mutant line with angiogenic phenotypes was generated in our N-ethyl-N-nitrosourea (ENU) screening project as described previously33,34. Whole-exosome sequencing of the family of this line identified that its tars gene carries a C-to-A mutation that produces a stop codon (TAA) after the residue serine 151 (S151*; Fig. 1a). Ectopic expression of the tars mutant cDNA fused with a Flag-tag at the N-terminus showed that it only encoded a truncated protein (Supplementary Fig. S1). This Tars mutant protein should be nonfunctional because its major domains responsible for tRNA-binding (second additional domain; SAD), catalytic activity (core domain), and anticodon recognition (anticodon domain) are all deleted (Fig. 1b). This tars mutant line was crossed with the Tg(flk1:EGFP) transgenic line35 to visualize blood vessels in vivo. Although the tars S151* homozygous mutation made tars−/− zebrafish lethal at around 6 days-post-fertilization (dpf), the angiogenic phenotypes of the tars−/− embryos were evident after 48 hours-post-fertilization (hpf), as their intersomitic vessels (ISVs) exhibited frequent ectopic branching, especially in the dorsal portion (Fig. 1c), suggesting a defect in vascular patterning36. Quantification of the frequency of the ectopic branch points per ISV37 showed a statistically significant difference between the tars−/− and the sibling embryos (Fig. 1d). Abnormal branches were also clearly observed in the hindbrain capillaries (Fig. 1e), suggesting that the whole body rather than specific organs/tissues contained the angiogenic defect. These angiogenic phenotypes were faithfully recapitulated by a morpholino-mediated knockdown of Tars (tars MO) in the wild-type (WT) embryos (Fig. 1f, g).

Fig. 1: Angiogenic phenotypes of the tars mutants and the requirement of Tars aminoacylation activity.

a Sequencing results of the wild-type (WT) and the tars mutated heterozygous (tars+/−) and homozygous (tars−/−) zebrafish embryos. The arrow denotes the C-to-A nonsense mutation that generates a premature stop codon after serine 151 (S151*). b Domain architecture of the Tars protein, showing the position of serine 151 (S151; arrow), where the mutation-introduced stop codon predicts a deletion of the downstream SAD, core, and anticodon domains. Also shown is the alignment of the amino acid sequences of a signature motif (motif 2) within the core domain. Two evolutionarily conserved residues, R437 and H459, which are required for the aminoacylation activity and are directly involved in AMP and zinc binding, respectively, were chosen for functional studies. The alignment includes Tars and its homologs (i.e., Tars2 and Tarsl2, etc.) from humans (Hs, Homo sapiens), zebrafish (Dr, Danio rerio), yeast (Sc, Saccharomyces cerevisiae), and enterobacterial (Ec, Escherichia coli). c Confocal microscopy images of EGFP-labeled blood vessels in the trunk of the WT and tars−/ zebrafish embryos at 48 hpf. d Quantification and statistical analysis of the ectopic branch points per ISV of the tars−/ and sibling embryos. e An abnormal increase of branches in the hindbrain capillaries of the tars−/ embryos compared with the siblings. Magnified views of the dashed boxed regions are shown on the right. f Increased branch points in the ISVs caused by tars MO in WT embryos. In panels c, e, f, the arrows denote ectopic branch points of the vessels. g Quantification and statistical analysis of the ectopic branch points per ISV of the control and Tars knockdown embryos. h Coomassie blue staining of WT and mutant zebrafish Tars proteins, which were purified with His-tag from E. coli. i Aminoacylation activity assays with the purified proteins, showing the nearly abolished enzymatic activities of the R437A and H459A mutants compared with the WT Tars protein. j Rescue of the tars−/ angiogenic phenotype by injection of the WT, but not the inactivation mutant, tars mRNAs. Note that, for the tars−/ embryos, injection of the WT tars mRNA, but not the R437A or H459A mutant mRNA, significantly reduced the ectopic branch points per ISV compared with the uninjected tars−/ embryos (uninj). In contrast, for the WT embryos, injection of these WT, R437A, and H459A mRNAs showed no effect on the ISVs compared to the uninjected controls. Also, note that the phenotypic rescue by the WT tars mRNA was almost complete because quantification of the branch points of the injected embryos showed no difference compared with the WT embryos. In panels d, g, i, j, data are presented as means ± SD; two-tailed t-test; ***P < 0.001; n.s., not significant.

To determine whether the aminoacylation activity of Tars is critical for this function, we generated alanine-mutations in either of two evolutionarily conserved residues in the aminoacylation activity site, namely arginine 437 (R437) and histidine 459 (H459) (Fig. 1b), which mediate the adenosine monophosphate (AMP) and zinc binding, respectively38. In vitro aminoacylation activity assays with the purified WT and mutant Tars proteins (Fig. 1h) showed that the R437A and H459A mutations nearly abolished the aminoacylation activity of Tars (Fig. 1i). Phenotypic rescue experiments by injection of the WT or mutant tars mRNAs into the tars−/ embryos showed that, while the mutant angiogenic phenotypes were completely suppressed by the WT Tars, the R437A and H459A mutants could not rescue these phenotypes (Fig. 1j). Thus, these results indicate that the function of Tars in regulating angiogenesis is dependent on its aminoacylation activity.

Comparative transcriptome profiles reveal that the Gcn2-mediated AAR, but not the Perk-mediated UPR, is activated in the tars mutant embryos

The tars mutant zebrafish provides an ideal in vivo model for dissecting the regulatory mechanism of the stress-induced angiogenesis because of its advantages including (i) direct visualization and quantification of the angiogenic phenotypes, (ii) easy application of genetic and pharmacological manipulations of the AAR and UPR pathways, and (iii) plenty of material for gene expression and proteomic analysis. We therefore designed an approach to compare the AAR and UPR pathways in the same experimental system by combining comparative transcriptome profiling and quantitative phenotype analysis of the zebrafish embryos in both normal and stress conditions (Fig. 2a). To this end, we first performed RNA-seq analyses of the tars−/− and sibling embryos, as well as those with knockdown of either Gcn2 or Perk by morpholinos in both genotypes. Notably, the functional effects of these morpholinos were validated based on similar phenotypes and molecular features between the morpholino-injected embryos and the genetic knockout lines (see below). All the morpholinos used in this study were also either verified by the GFP-fusion reporter assay39 (Supplementary Fig. S2) or reported in previously published studies4,34,40. We found that the AAR-associated genes were dramatically activated in the tars−/ embryos (Fig. 2b; Supplementary Table S1). In contrast, the majority of genes associated with the three UPR sub-pathways (i.e., the Perk-, Ire1-, and Atf6-mediated UPR pathways)3 remained inactive, except for very few genes (e.g., atf3, atf4a/b, ddit3, asns, eif2s1, and igfbp1) that are known to be shared between AAR and UPR41,42,43 (Fig. 2c–e; Supplementary Tables S2S4). These results suggest that AAR, but not UPR, is activated in the tars−/ embryos. In support of this notion, knockdown of the AAR-associated kinase Gcn2 in tars−/ largely repressed the activated genes, whereas the Perk knockdown showed very little effect (Fig. 2b–e). Principal component analysis (PCA) of gene expression results also showed that knockdown of Gcn2, but not Perk, almost reversed the PC1 score of tars−/ back to that of the siblings (Fig. 2f), reflecting a rescue of a large portion of gene expression variances. Furthermore, overall gene set enrichment analysis (GSEA) of the RNA-seq data and RT-qPCR validations of representative genes indicated that the upregulated genes in tars−/ were extremely enriched in the genes associated with AAR and tRNA aminoacylation and that this enrichment was largely reversed by knockdown of Gcn2, but not Perk (Fig. 2g, h). The observation that several of the upregulated genes in tars−/ were reversed incompletely to the basal level by Gcn2 knockdown (Fig. 2b, c, e, h) may reflect partial induction of other eIF2α phosphorylation-independent (e.g., p53) pathways, which may also regulate some of these genes44,45,46. In support of this possibility, our results showed that some p53 target genes such as cdkn1a and gadd45aa/b were upregulated in the Gcn2 knockdown tars−/, as well as the Perk knockdown normal embryos (Fig. 2b).

Fig. 2: Differential and combinatorial regulation of the AAR- and UPR-associated genes by functional loss of Tars, Gcn2, or Perk.

a Schematic overview of study design. Both AAR and UPR may regulate the angiogenic phenotypes induced by deficiency of aminoacyl-tRNA synthetases (aaRSs). To distinguish between them, the proposed experimental strategies (in red boxes) were based on the tars mutant and the siblings; knockdown (KD), knockout (KO), and pharmacological inhibition of Gcn2 and Perk were used, and systematic gene expression profiling of the zebrafish embryos with various genotypes and treatments was performed. be Hierarchical clusters and heatmaps of the expression levels of the genes in the AAR gene set (b) and in the Perk-, Ire1-, and Atf6-mediated UPR gene sets (ce). The data were produced by RNA-seq analyses of 36 hpf homozygous tars-mutated (tars−/) embryos and their siblings from the same litters (sibling) that were treated with indicated morpholino (MO). The gene symbols written in red are known to be involved in AAR, even though some of them are also listed in the UPR gene sets (for further information and references, see Supplementary Tables S1S4). The color bar indicates relative expression levels. Note that the upregulated genes in tars−/ mostly fall into the AAR category (written in red), whereas the UPR genes are largely unchanged, except for those shared in both pathways. f PCA of the AAR- and UPR-associated genes of the tars−/ (triangles) and siblings (circles) treated with gcn2 MO (red) or perk MO (green), compared with the control groups (black), respectively. Note that gcn2 MO, but not perk MO, significantly reversed the major component (PC1) score of tars−/, whereas the perk MO only altered the PC2 score of the siblings but has a very subtle effect on the tars-mutants. g GSEA results showing strong enrichments of the AAR and tRNA aminoacylation genes in the tars−/ embryos, which can be reversed by gcn2 MO but not perk MO. h RT-qPCR analysis of the representative genes that are activated in the tars−/ embryos and are downregulated by gcn2 MO. Data are presented as means ± SD of triplicate reactions. ***P < 0.001; **P < 0.01; *P < 0.05. The P values for the increased expression of all these genes in tars−/ relative to the siblings are less than 0.001 (not shown).

Perk functions predominantly in normal development but its function might be overwhelmed by the stress-induced activation of Gcn2

In contrast to the apparently dispensable role of Perk in tars−/, knockdown of Perk in normal (i.e., the sibling) embryos led to a significant gene expression alteration. As shown in the PCA results, knockdown of Perk in the siblings, but not in the tars−/ embryos, caused a dramatic shift of the PC2 score (Fig. 2f, indicated by dotted ovals), suggesting that PC2 accounts for expression variance of the genes associated with Perk function in normal development. We further compared the gene expression profiles of different types of embryos and paid attention to the genes associated with RNA degradation because the Perk-mediated UPR had been specifically implicated in the regulation of nonsense-mediated mRNA decay47. Indeed, our GSEA results showed that: (i) the KEGG_RNA_DEGRADATION gene set was significantly enriched in the upregulated genes by Perk knockdown in normal embryos (Supplementary Fig. S3a, left), whereas Gcn2 knockdown (Supplementary Fig. S3a, middle) or tars knockout (Supplementary Fig. S3a, right) showed no significant enrichment; and (ii) when the Perk knockdown was performed in tars−/, the enrichment of this gene set was completely abolished (Supplementary Fig. S3b). These results suggest that Perk mainly functions in homeostatic states (i.e., normal embryos) but, in the stress condition (i.e., tars−/ embryos) its function might be largely overwhelmed by activation of the Gcn2-mediated AAR.

Selective activation of Gcn2 or Perk leading to functionally distinct eIF2α phosphorylation

We then set out to clarify the mechanisms underlying the activation of Gcn2 in the tars−/ embryos and the different gene-regulating functions of Gcn2 and Perk in different conditions. Although the stimuli for Gcn2 activation in higher eukaryotes has still been under debate48, previous yeast studies provide strong evidence that uncharged tRNAs can directly bind to, and activate, Gcn229,30. We reasoned that the tars deficiency could cause accumulation of uncharged tRNAThr due to insufficient tRNAThr threonylation. To test this possibility, we isolated the total tRNAs from the tars−/ and sibling embryos and subjected them to an acid polyacrylamide/urea gel system to separate the aminoacylated (charged) and uncharged tRNAs, followed by Northern blot to distinguish the different tRNAs. As a result, a significant increase of uncharged tRNAThr (including the tRNAThr (AGU/CGU) and tRNAThr (UGU) isoacceptors) was detected in the tars−/ embryos compared with the siblings (Fig. 3a). In contrast, as a negative control, the aminoacylation ratio for tRNAGly(GCC) was not changed (Fig. 3a). These results indicated that the loss of Tars specifically reduced the aminoacylation of tRNAThr, but not other tRNA isoacceptors. However, it was clear that this threonylation was not completely blocked, probably because homologous proteins of Tars (e.g., Tars2 and Tarsl2) still exist and they may compensate for this reaction to a certain extent.

Fig. 3: Selective activation of Gcn2 and Perk in stress condition and normal development.

a Northern blot results showing the increased uncharged tRNAThr in the tars−/ embryos compared with the siblings. Charged and uncharged tRNAs (upper and lower bands, respectively) were separated in an acid polyacrylamide/urea gel system; the three types of tRNAThr were hybridized with specific probes that could recognize tRNAThr(AGU/CGU) or tRNAThr(UGU). The tRNAGly(GCC) was used as a negative control. Deacylated tRNAs (DA) were used to mark the migration position of the uncharged tRNAs on the gels. b, c Immunoblot analysis of the phosphorylated eIF2α (p-eIF2α) and total eIF2α upon morpholino-mediated knockdown of Gcn2 or Perk in the WT and tars−/ embryos. β-actin was used as the loading control. Note that gcn2 MO and perk MO reduced the phosphorylated eIF2α in the tars−/− embryos to a comparable extent, whereas only perk MO reduced the eIF2α phosphorylation in the WT embryos. d Expression levels of the mRNAs of the two zebrafish eIF2α-coding genes, eif2s1a and eif2s1b, in the embryos of indicated genotypes. Presented are fragments per kilobase per million mapped reads (FPKM) values from RNA-seq data. Note that eif2s1b is upregulated in the tars−/ embryos, which explains the accordingly increased protein levels as indicated by the immunoblot results. e Immunoblot analysis of the phosphorylated and total eIF2α level in the gene knockout embryos, which were produced by crossing the indicated mutant lines. Each sample was loaded in a 3-fold serial dilution to facilitate quantification. Note that the basal level of p-eIF2α was hardly detectable in the perk−/ “normal” (sibling) embryos (lanes 13–15), and that the p-eIF2α in the gcn2−/tars−/ embryos was decreased, but not eliminated, compared with the tars−/ embryos (compare lanes 7–12 with 1–6).

Consistent with the accumulation of uncharged tRNAThr in tars−/ embryos, as well as the above-described gene expression patterns, our immunoblot analysis indeed showed that the eIF2α phosphorylation in tars−/ embryos were significantly increased and that this increase was substantially suppressed by knockdown of Gcn2 (Fig. 3b). Notably, the total protein level of eIF2α was also increased upon Gcn2 activation (Fig. 3b), which in fact was caused by an upregulation of the eIF2α mRNA (see below for further analysis). Meanwhile, this analysis also showed that the normal embryos had a considerable “basal” level of eIF2α phosphorylation, which was not decreased by Gcn2 knockdown (Fig. 3b), suggesting that the basal eIF2α phosphorylation was catalyzed by other kinase(s). Indeed, knockdown of Perk, but not Gcn2, in the normal embryos eliminated this basal eIF2α phosphorylation (Fig. 3c), thus further supporting the idea that Perk functions predominantly in normal development.

As mentioned above, besides these regulations at the protein phosphorylation level, we observed an upregulation of the mRNA of eif2s1b (the major eIF2α-coding gene of zebrafish) (Fig. 3d), which explained the increase of total eIF2α protein in the tars−/ embryos (Fig. 3b–d). As the upregulation of both mRNA and protein of eIF2α could be largely suppressed by knockdown of Gcn2, but not Perk (Fig. 3b, d), it was very likely that eif2s1b was one of the target genes of Gcn2-mediated AAR and, therefore, that eIF2α upregulation served as a secondary event upon Gcn2 activation. To examine whether the increase of total eIF2α per se was sufficient to cause the angiogenic phenotypes, we overexpressed eIF2α by injecting eif2s1a or eif2s1b mRNAs into the embryos (Supplementary Fig. 4a). The results showed that this eIF2α overexpression had no effect on the overall eIF2α phosphorylation or the angiogenic development (Supplementary Fig. 4b, c). On the other hand, knockdown of eIF2α by morpholinos of eif2s1a and eif2s1b in the tars−/ embryos very slightly, albeit not significantly, affected the angiogenesis (Supplementary Fig. 4d–f). Thus, these results suggest that the angiogenic phenotypes are not exactly dependent on the total eIF2α protein level or its overall phosphorylation, but on which kinase(s) were catalyzing the phosphorylation of the proper eIF2α molecules.

Of note, these changes of eIF2α phosphorylation could be well-validated in gene knockout zebrafish lines. For example, immunoblot analysis of the perk−/ and gcn2−/ embryos, as well as those produced by breeding them with the tars mutants, showed that the eIF2α phosphorylation level was dramatically decreased in the perk−/ embryos with WT tars (Fig. 3e; Supplementary Fig. S5), while gcn2 knockout reduced, but not eliminated, the eIF2α phosphorylation in the tars−/ embryos (Fig. 3e). Interestingly, these results also indicated that in the tars−/ embryos, Gcn2 and Perk knockdown/knockout both reduced eIF2α phosphorylation to a comparable extent (Fig. 3b, c; and see Supplementary Fig. S6 for serial dilution immunoblot analysis); however, they showed dramatically different phenotypes and gene alterations, thus suggesting that the phosphorylated eIF2α molecules catalyzed by the different kinases should be functionally distinct.

Functional requirement of AAR, but not UPR, for the tars-deficiency-induced angiogenesis

Given that the gene expression analysis indicated the activation of AAR, but not UPR, in the tars−/ embryos, we next investigated whether the activated AAR was functionally required for the mutant angiogenic phenotypes and whether UPR, albeit at a basic level, could also contribute to the phenotypes. To address these questions, we first performed morpholino-mediated knockdown of Gcn2 or Perk in the tars−/ and sibling embryos and quantitively analyzed their blood vessels that were labeled with the flk1 promoter-driven EGFP. The results showed that knockdown of Gcn2, but not Perk, in the tars−/− embryos reduced the vessel branch points to a level similar to that in the siblings (Fig. 4a, b), indicating rescue of the angiogenesis from the mutant phenotypes. Meanwhile, crossing the tars mutants with gcn2−/ or perk−/ lines showed that, only in the absence of gcn2, the tars deficiency failed to induce abnormal angiogenesis (Fig. 4c).

Fig. 4: Genetic and pharmacological inhibition of AAR, but not UPR, suppresses the tars-deficiency-induced angiogenesis.

a, b Quantification and statistical analysis of the ectopic branch points per ISV of the tars−/ and sibling embryos that were treated with gcn2 MO or perk MO. c Knockout of gcn2, but not perk, suppressed the tars-deficiency-induced angiogenesis. The embryos were produced by self-cross of gcn2−/tars+/ or perk−/tars+/− lines, and the tars−/ ones were compared with their siblings in the same litter. d Pharmacological inhibition of Gcn2 by GCN2-IN-1 and GCN2iB significantly suppressed the angiogenic phenotypes of the tars−/ embryos. e Inhibition of Perk by Perk-specific inhibitor GSK2656157 showed no significant rescue effect on the angiogenetic phenotypes. f Attenuation of UPR by 4-phenylbutyrate (4-PBA) could not rescue the angiogenetic phenotypes. In panels df, the solvents DMSO and H2O were applied as negative controls, respectively. In the statistical analyses, data are presented as means ± SD; two-tailed t-test; ***P < 0.001; n.s., not significant.

Consistent with this genetic analysis, pharmacological inhibition of Gcn2 by specific inhibitors GCN2-IN-149 or GCN2iB50 significantly rescued the angiogenesis as well (Fig. 4d), whereas inhibition of Perk by GSK265615751 showed no rescue (Fig. 4e). Furthermore, as 4-phenylbutyrate (4-PBA) had been shown to act as a chemical chaperone to suppress UPR in various conditions52,53, we used 4-PBA to attenuate remaining UPR activities, if any, in the tars−/− and sibling embryos, and the results showed that the 4-BPA treatment could neither rescue the angiogenesis in the tars−/ nor cause abnormalities in the blood vessels of the sibling embryos (Fig. 4f). Thus, these results indicate that AAR, but not UPR, is functionally required for the mutant angiogenic phenotypes.

Furthermore, besides analyzing Gcn2 and Perk, we also used the same approach to examine whether the two other eIF2α kinases, Hri and Pkr, could play an important role in the angiogenic phenotypes of the tars−/ embryos. Efficiencies of the morpholino-mediated knockdown of Hri and Pkr were validated by the GFP-fusion reporter assay (Supplementary Fig. S2c, d). The results showed that knockdown of Hri or Pkr could not rescue the angiogenesis in the tars−/ embryos (Supplementary Fig. S7a, b). These results suggest that Hri and Pkr either cannot be activated in this stress condition, or their activities, if any, cannot be transduced to the angiogenesis-regulating mechanisms. Indeed, unlike Gcn2 and Perk as global regulators of cellular stresses, Hri and Pkr exert relatively restricted functions in erythroid cells and immune systems, respectively6. Thus, the direct comparison of the four eIF2α kinases in the same system further confirms the necessary and sufficient role of the Gcn2-mediated AAR in tars-deficiency-induced angiogenesis.

The tars-deficiency-induced angiogenesis is dependent on the Atf4-Vegfα axis and the ribosome re-initiation mechanism of Atf4 translational regulation

Considering that a possible mechanism underlying the tars-deficiency-induced angiogenesis is that the tars deficiency may decrease the global protein translation level, we first determined this effect by the O-propargyl-puromycin (OP-puro) incorporation assay54,55, in which the OP-puro is incorporated into the nascent proteins in vivo and then can be measured by flow cytometry. Inhibition of protein translation by cycloheximide (CHX) was used as a control in detecting the different OP-puro incorporation levels (Supplementary Fig. S8a). Our results showed that the tars deficiency caused a very slight decrease in the protein translation level (Supplementary Fig. S8b). However, inhibition of protein translation with CHX in zebrafish embryos failed to induce increased branches of blood vessels (data not shown), which is consistent with several previous studies involving similar experiments56,57,58. Thus, these results suggest that the angiogenic phenotypes in the tars mutants are not caused by the decrease in global protein translation.

To further delineate the role of the downstream portion of the AAR pathway in the induced angiogenesis by tars deficiency, we performed morpholino-mediated knockdown of several major factors downstream of eIF2α, including Atf4 and Vegfα, in the tars−/ and sibling embryos. Meanwhile, as technical complements, a CRISPR interference (CRISPRi)59 of Atf4 and a pharmacological inhibition of Vegfα were also performed. The morpholino-mediated knockdown and CRISPRi of Atf4 (encoded by the atf4a and atf4b homologous genes in zebrafish) both rescued the mutant angiogenic phenotypes (Supplementary Fig. S9). Although zebrafish Vegfα is also encoded by two homologous genes, namely vegfaa and vegfab, it has been known that only vegfaa plays an essential role in regulating embryonic angiogenesis60. Our vegfaa morpholino-injected embryos recapitulated the phenotype of the vegfaa knockout line60, as they showed inhibition of ISV growth, which was dependent on the dosage of vegfaa morpholino (Supplementary Fig. S10a). Nonetheless, injection of a relatively lower dosage of vegfaa morpholino, while incapable of affecting ISV growth, could reduce the ectopic branch points per ISV in the tars mutant embryos (Supplementary Fig. S10b). Consistent with these results, the pharmacological inhibition of the Vegf receptor by the chemical SU5416 (also known as Semaxanib)61 also led to a dramatic rescue of the mutant phenotypes (Supplementary Fig. S10c). Thus, these results collectively suggest that the Atf4-Vegfα axis acts as a major effector of AAR in the regulation of angiogenesis.

We also determined whether the important role of Atf4a/b in this regulation was associated with their translational control mediated by eIF2α phosphorylation. Notably, a comparison of the human ATF4 and the zebrafish atf4a and atf4b mRNAs showed evolutionary conservation of their 5′ translational regulatory regions, especially the two upstream ORFs (i.e., the positive-acting uORF1 and the inhibitory uORF2) that have been shown to regulate ATF4 translation through an eIF2α phosphorylation-dependent re-initiation mechanism18 (Fig. 5a). To test this mechanism and to assess the translational initiation activities of the atf4a and atf4b mRNAs in vivo, we employed the uORF reporter assay18 by cloning the zebrafish atf4a and atf4b uORF regions into an EGFP reporter vector and generated Tol2 transposase-mediated transgenic zebrafish62. The results indicated that the Atf4a/b translation levels were indeed enhanced in the tars−/ embryos relative to the siblings and that this enhancement could be dramatically inhibited by the knockout of gcn2, but not perk (Fig. 5b). Similarly, the Gcn2 inhibitor GCN2-IN-1 could also exert this effect (Supplementary Fig. S11a, b). The notable somite/muscle-enriched expression pattern of the reporter in the trunk, as well as those in the brain, are reminiscent of the expression pattern of tars in the developing trunk and brain of the embryos at these stages63. Furthermore, this pattern may also be relevant to the previously established important role of the somite-expressed Vegfa64 in regulating angiogenesis (and hematopoiesis occurring in the arteries) possibly through paracrine and concentration gradient mechanisms58,65,66,67. Lastly, as a validation of the regulatory mechanism, mutation of the start codon (ATG) to AGG in uORF1 inhibited the AAR-dependent atf4a/b-EGFP expression, likely because of the increased usage of the inhibitory uORF2 (Fig. 5c), and the ATG-to-AGG mutation of uORF2 indeed led to a high level of AAR-independent atf4a/b-EGFP expression (Fig. 5c). Thus, these results provide important evidence and mechanistic explanation for the role of the downstream events of AAR in the tars-deficiency-induced angiogenesis.

Fig. 5: The tars-deficiency-induced angiogenesis is dependent on the ribosome re-initiation mechanism of Atf4 translational regulation.

a An alignment of the sequences of the translational regulatory regions of human ATF4 and zebrafish atf4a and atf4b, showing the highly conserved upstream open reading frames (uORF1 and uORF2; red boxes) and coding ORFs (green box). These regions of zebrafish atf4a and atf4b were cloned into the reporter vectors, and their coding ORFs were fused with the ORF of EGFP. b Fluorescence microscopy images showing the enhanced expression (i.e., translation) levels of the atf4a- and atf4b-EGFP fusion ORFs (red arrows) in the truck and head of tars−/ embryos, which were inhibited by the knockout of gcn2, but not perk. The Tol2 transposase-based transgenic system containing a ubiquitin promoter (ubi:) was used to drive the expression of the reporters. c Mutation analysis of the zebrafish atf4a and atf4b uORFs for their eIF2α phosphorylation-dependent translational regulation. The start codon (ATG) of uORF1 or uORF2 was mutated into AGG. The expression levels of the WT and uORF1- and uORF2-mutated (Mut) atf4a- and atf4b-EGFP reporters were demonstrated by representative fluorescence microscopy images. The lower panels present the working model in which uORF1 can reduce the usage of the inhibitory uORF2, so that the uORF1 Mut eliminates the AAR-dependent upregulation of atf4a/b expression, whereas the uORF2 Mut leads to an extremely high AAR-independent atf4a/b expression.


In this study, we investigated a means to specify different roles of AAR and UPR in stress-induced angiogenesis. Our results demonstrated that, despite being closely interconnected and even sharing common downstream targets, AAR and UPR can be activated independently under distinct conditions and their downstream signals can be recognized and transduced differentially in regulating cellular functions such as angiogenesis, which is clearly demonstrated by the dramatically different transcriptome profiles and phenotypes (Fig. 6). This notion reflects the specificity and efficiency of multiple stress response pathways that are evolved integrally to enable the organism to sense and respond precisely to different types of stresses21. This study also provides an example of combining systematic transcriptome profiling and phenotypic validations to distinguish the activities of such interconnected pathways (Fig. 6). Clarification of the mechanisms shall advance our understanding of how the organisms respond to diverse stresses and how the abnormalities in these regulatory machinery cause cellular stress-related diseases such as cancer, diabetes, cardiovascular, and immune disorders1,68,69,70,71.

Fig. 6: A summary of the study and the working model for the selective and competitive functions of AAR and UPR pathways.

The close interconnection of the AAR and UPR pathways makes it difficult to distinguish between them, therefore the angiogenesis induced by aaRS deficiency has been assumptively attributed to activation of both pathways. While UPR has been addressed in previous studies, it is unclear whether AAR is also activated and whether both are required in this process (left panel). We established that these highly interconnected pathways can be distinguished in the herein-generated zebrafish angiogenic model that harbors a tars mutation, by using an approach combining systematic gene expression profiling and quantitative phenotypic analysis upon a variety of genetic and pharmacological manipulations of these pathways (middle panel). We found that AAR, but not UPR, is activated and is functionally required for the angiogenic phenotypes in the tars mutants (right panel). Notably, while Perk-mediated UPR is inactive in the tars mutants, it plays an important role in normal development; however, the function of Perk is overwhelmed by Gcn2 in the stress condition, through competing for phosphorylation of their shared target, eIF2α. The phosphorylated eIF2α (p-eIF2α) by Gcn2 and Perk can be distinguished by the cells/organisms (therefore illustrated in different colors) and thus regulate the partially overlapped AAR- and UPR-associated genes. The question marks denote the possible cause, mechanism, and functional consequence of UPR, which should be different from those of AAR as addressed in this study.

Tars belong to the family of aaRSs that catalyze the ligation of the 20 amino acids (each by specific aaRSs, albeit separately in cytoplasm and mitochondria) to their cognate tRNAs, thereby determining the fidelity of protein translation24,25,72. While mutations in the aaRS genes have been directly implicated in a broad spectrum of human genetic diseases, it remains a significant challenge to understand the underlying mechanism especially of how these basic translation regulators exert tissue-specific effects in these diseases73,74,75. In this study, we observed that the deficiency of tars in zebrafish causes angiogenic abnormalities which are dependent on the Tars aminoacylation activity, and, based on this angiogenic model, we identified that AAR instead of UPR plays a dominant role in these angiogenic phenotypes. Regarding the mechanism by which the tars deficiency activates AAR, it is notable that the deficiency of an aaRS causes accumulation of uncharged tRNAs, which mimics amino acid deprivation24,76, and that the uncharged tRNAs can directly bind to and stimulate Gcn2 kinase activity on eIF2α29,30. Thus, the herein specified Tars-Gcn2-eIF2α axis represents a compelling logic to the mechanisms underlying the angiogenesis induced by tars deficiency through AAR.

In contrast to the important role of AAR in the tars-deficiency-induced angiogenesis, the Perk-mediated UPR pathway shows a very subtle function under this stress condition. Nonetheless, our results of gene expression profiling and knockdown/knockout experiments suggest that Perk and the Perk-mediated UPR are actually active and play an important role in normal development. This finding suggests the importance of understanding the role of stress in the context of the development of living beings, because normal development may require stress and, thus, these “normal” and “stress” conditions may not necessarily be opposite. Indeed, Perk is responsible for the majority of the eIF2α phosphorylation in homeostatic states, whereas Gcn2 only brings a seemingly modest increase beyond this level in the stress condition upon loss of tars. It is interesting that such a modest increase of eIF2α phosphorylation exerts strong cellular effects, and that knockdown/knockout of Gcn2 or Perk in this condition, though both can reduce eIF2α phosphorylation to a comparable extend, shows dramatically different phenotypes and targeted gene expression profiles. These observations suggest that there could be a partial switchover of kinases to phosphorylate the eIF2α, and that the cell/organism should be able to distinguish the different phosphorylated eIF2α molecules catalyzed by different kinases. It thus would be interesting to further investigate the mechanism of how the Gcn2- and Perk-catalyzed eIF2α phosphorylation functions differentially. Based on the herein-demonstrated mutual competition between Gnc2 and Perk to phosphorylate eIF2α and the partial switchover of the substrates between these two kinases, it is conceivable that a different subcellular localization of Gcn2 and Perk, as well as their corresponding eIF2α substrates, may enable the selective translation of different groups mRNAs into proteins, which in turn could regulate different gene expression programs. Supportive facts for this mechanism include that Perk is a transmembrane kinase located on ER and, upon UPR/ER-stress, it may further accumulate into specialized subcellular compartments, such as ER-derived quality control compartment77,78, whereas Gcn2 is relatively free but can be recruited to the stalled ribosomes through direct interaction with the ribosomal P-stalk proteins in AAR conditions31,32. Furthermore, there could also be other mechanisms, such as possible involvement of the two protein phosphatase 1 (PP1) complexes (PP1•GADD34 and PP1•CReP) that dephosphorylate eIF2α and thus antagonize the kinases5,6.

The zebrafish aaRS genes are highly conserved with those of human. It has been established that the human aaRS family consists of 38 genes, which encode 18 cytoplasmic, 17 mitochondrial and 3 bifunctional aaRS enzymes73,79. Notably, besides the cytoplasmic TARS and the mitochondrial TARS2, TARSL2 is a newly identified cytoplasmic TARS homolog that possesses tRNA aminoacylation and editing activities and locates in not only cytoplasm but also nucleus79,80,81,82. Similarly, zebrafish also contains the tarsl2 gene (data not shown), although its function has been unknown. Therefore, it would be interesting to investigate whether the tars deficiency could be at least partially compensated by tarsl2. Further, among all the aaRSs, there should also be a balanced ratio, as well as the ratio with cognate tRNAs, to regulate the fidelity of protein translation24,72. In this regard, some aaRSs may be involved in regulating similar biological processes. Indeed, besides Tars, several other aaRSs, including Hars, Iars, Sars, and Wars2, have also been shown to regulate angiogenesis56,57,58,63,83,84,85,86,87,88,89. Therefore, the angiogenic regulatory functions and the herein identified underlying mechanisms may be shared by many, though probably not all, aaRSs.

In conclusion, although AAR and UPR are evolved to sense and respond to different types of stresses, their close interconnection makes it difficult to distinguish between them, and this situation has led to biased or over-simplified assumptions on the mechanisms of regulation of angiogenesis by AAR and/or UPR. In this study, by means of a systematic gene expression profiling in combination with a variety of genetic and pharmacological manipulations of these pathways and phenotypic validations in zebrafish models, we have been able to specify the different roles of AAR and UPR in stress-induced angiogenesis (Fig. 6). Notably, this technical strategy should also be readily applicable in an analysis of cells/tissues cultured in vitro, as well as in patient-derived xenograft models, to better define the activities of different stress response pathways. Given the critical importance of these pathways in the pathogenesis of various human diseases and as potential therapeutic targets, it thus will be possible, and of great significance, to clearly distinguish and specifically manipulate these pathways in patient samples using this strategy, which may facilitate identification of stress-related biomarkers and therapeutic strategies.

Materials and methods

Zebrafish strains

The zebrafish strain Tübingen (ZFIN ID: ZDB-GENO-990623-3) and the transgenic zebrafish line Tg(flk1:EGFP) (ZFIN ID: ZDB-ALT-050916-14)35 were maintained in system water under standard conditions at 28.5 °C with a photoperiod of 12 h of light and 12 h of dark. Both males and females were used. Developmental stages of the embryos were indicated in the figures and legends. The embryos were grown in egg water containing 60 µg/mL sea salt and 0.2% methylene blue at 28.5 °C. N-Phenylthiourea (PTU; Sigma-Aldrich; 0.045%) was used to prevent pigmentation. All experiments using animals were approved by the Committee of Animal Use for Research at Shanghai Jiao Tong University School of Medicine.

Generation of the tars mutant zebrafish

The zebrafish mutant line harboring a loss-of-function mutation in the tars gene (ZFIN ID: ZDB-GENE-041010-218) was identified in a forward genetics screening of hematopoietic/angiogenetic mutants through the treatment of ENU (Sigma) as previously described33,34. Whole exosome sequencing was performed to identify the mutated gene. In brief, we first captured the exome regions with the SureSelect non-human Exomes (SSXT Zebrafish All Exon, 16rxn) kit (Agilent Technologies) and then performed high-throughput DNA sequencing using the Illumina Genome Analyzer IIx (GAIIx) according to the manufacturer’s protocols. The PCR primers for genotyping are listed in Supplementary Table S5. The tars mutant line was maintained as heterozygous because the homozygous embryos were lethal at around 6 dpf.

Generation of the gcn2 and perk knockout zebrafish by CRISPR/Cas9 genome editing

For a generation of gcn2 and perk knockout zebrafish, guide RNAs (gRNAs) were designed using ZiFiT Targeter software ( The gRNAs of gcn2 (GGACGCTCTGCCGGCGCGGG; targeting the PKD domain) and perk (GGACTCATCATGCATGTGTG; targeting the catalytic domain) were transcribed in vitro and injected into embryos of the one-cell stage with 200 ng/mL Cas9 protein (New England Biolabs, M0646T) following the method as described previously90. Primers for genotyping for perk and gcn2 were listed in Supplementary Table S5. The CRISPRi assay was similarly designed and performed with the Tg(flk1:EGFP) line, and the chimera F0 embryos were validated by sequencing and subjected to phenotypic analysis (Supplementary Fig. S9).

Visualization and quantitative analysis of the angiogenic phenotypes

Live embryos were anesthetized with 0.03% ethyl 3-aminobenzoate methanesulfonate salt (Tricaine) (Sigma; A5040) and mounted in 1% low melting agarose (Sangon Biotech; A600015). Fluorescence images were captured with a scanning confocal microscope (Olympus; FV1000) processed with Image-Pro Plus 6.0 (Media Cybernetics). To quantify the angiogenic phenotypes in the trunk, the blood vessels in the region encompassing 8–13 ISVs anterior to the end of yolk extension were analyzed, and the number of ectopic branching points per ISV37 was calculated statistically.

Morpholino-mediated gene knockdown

All morpholino oligonucleotides were synthesized by Gene Tools. The sequences of the morpholinos that were designed for the first time and used in this study, including gcn2 MO, hri MO, pkr MO, eif2s1a MO, eif2s1b MO, and atf4b MO, were presented in Supplementary Fig. S2 and Table S5. Besides, several previously reported morpholinos, including tars MO4, perk MO34, atf4a MO4, and vegfaa MO40 were also employed in this study; their sequences were also shown in Supplementary Table S5. All morpholinos were injected into the embryos at the one-cell stage.

mRNA injection for phenotype rescue

Zebrafish tars cDNA was amplified by RT-PCR from zebrafish embryo samples and inserted into the pCS2+ vector that contains a FLAG tag. Mutagenesis was performed with the QuikChange Site-Directed Mutagenesis Kit (Agilent Technologies; 200519). All capped mRNAs were transcribed in vitro with the SP6 mMESSAGE mMACHINE Transcription Kit (Thermo Fisher Scientific; AM1340) and purified with the NucAway Spin Columns (Thermo Fisher Scientific; AM10070). The purified mRNAs were diluted to 100 ng/µL for microinjection into the embryos.

Tars protein purification and tRNA in vitro transcription

Zebrafish tars-WT, -R459A, and -H473A cDNA were amplified from the pCS2+ vector mentioned above and inserted into the pET28a plasmid. Tars and their mutant proteins were purified according to the methods reported previously91. Transcription of zebrafish tRNAThr in vitro, including tRNAThr(AGU), was performed as previously described92.

Aminoacylation assay

According to a previously described procedure91, time course curves of aminoacylation by zebrafish Tars-WT, -R459A, and -H473A proteins were determined at 37 °C in a reaction mixture (30 μL) containing 60 μM Tris-HCl (pH 7.5), 10 mM MgCl2, 5 mM DTT, 2.5 mM ATP, 114 μM [14C] l-Threonine and 200 nM protein with 5 μM of tRNAthr.

Northern blot

Total RNAs of zebrafish embryos were isolated using Trizol reagent, and 5 μg of total RNAs were electrophoresed through 15% polyacrylamide-8 M urea gel in Tris-borate-EDTA buffer at room temperature under 150 V for 1.5 h. For the aminoacylation assays, total RNAs were extracted and resolved with 0.1 M NaAc (pH 5.2). To separate the charged and uncharged tRNAs, 5 μg of total RNAs were electrophoresed through an acidic (pH 5.2) 10% polyacrylamide-8 M urea gel at 4 °C under 18 W for 16 h. The RNAs were then transferred onto a positively charged nylon membrane at 4 °C under 250 mA for 30 min. After UV-crosslink (8000 × 100 J/cm2), the membrane was pre-blocked with pre-hybridization solution (4× SSC, 1 M Na2HPO4, 7% SDS, 1.5× denhardt solution, 0.4 mg/L fish sperm DNA) at 55 °C for 2 h. The membrane was hybridized with digoxin (DIG)-labeled probes for specific tRNAs and 5S rRNA at 55 °C overnight and the probe sequences were listed in Supplementary Table S5. Because of the high similar sequences between tRNAThr(AGU) and tRNAThr(CGU), one probe was designed to define both of them, and the probe was named tRNAThr(AGU/CGU). The membrane was washed with washing buffer (0.1 M maleic acid, 0.15 M NaCl, pH7.5) twice for 15 min and blocked with 1× blocked reagent (0.1 M maleic acid, 0.15 M NaCl, 10% blocking reagent, pH7.5) for 30 min at room temperature. Then, it was incubated with anti-AP buffer (1× blocked reagent, 1:10,000 anti-digoxigenin-AP) for 1 h and washed twice. Finally, the membrane was treated with the CDP-Star, and imaged by the Amersham imager 680 system (GE, CA, USA).

RNA-seq and bioinformatics analysis

Total RNA of the embryos at 36 hpf was extracted using the TRIzol reagent (Ambion; 15596018). RNA-seq libraries were constructed using the NEBNext UltraTM RNA Library Prep Kit for Illumna (New England Biolabs; E7530) and sequenced on an Illumina Hiseq4000 platform. The zebrafish reference genome (Danio_rerio.GRCz10.dna.toplevel.fa) and gene model annotation (Danio_rerio.GRCz10.91.chr.gtf.gz) files were downloaded from ENSEMBL. Hisat2 (version 2.0.5)93 was used to build the index of the reference genome and to align the clean reads to the reference genome. The read numbers mapped to each gene were counted and the FPKM of each gene was calculated with HTSeq (version 0.9.1)94. The human homologs of zebrafish genes were determined with the HomoloGene database ( and the reciprocal best hits strategy as described previously95,96. Hierarchical clustering and PCA were performed with Cluster (version 3.0)97 and the heatmap was presented with Java TreeView (version 1.1.6r4)98. GSEA99 was performed to identify regulated signaling pathways and to interpret gene expression patterns globally.


RNA was extracted from embryos using TRIzol reagent (Ambion; 15596018). RNA was reverse transcribed using random hexamers and oligo(dT) primers. The SYBR Green Real-Time PCR Master Mix kit (TOYOBO; QPK-201) was used for the qPCR analysis on the ABI Prism 7900HT Sequence Detection System (Applied Biosystems). The relative expression values were normalized against the internal control β-actin (actb1) gene. Sequences of the PCR primers were listed in Supplementary Table S5.


The embryos were deyolked and the proteins were extracted by lysis buffer (50 mM Tris-HCl (pH 7.4), 150 mM NaCl, 1% NP-40, 0.25% sodium deoxycholate, 5 mM EDTA, 10% glycerol and 0.1% Triton X-100) containing appropriate protease inhibitors (Bimake; B14001) and phosphatase inhibitor cocktail (Bimake; B15001). The boiled protein samples were first analyzed by SDS-PAGE and Coomassie blue staining as a preliminary normalization100. Immunoblot analysis was performed with antibodies including anti-phospho-eIF2α (Ser51) (D9G8) XP rabbit monoclonal antibody (mAb) (Cell Signaling Technology; 3398), anti-eIF2α antibody (Cell Signaling Technology; 9722), anti-phospho-p70 S6 Kinase (Thr389) (108D2) Rabbit mAb (Cell Signaling Technology; 9234), anti-p70 S6 Kinase (49D7) Rabbit mAb (Cell Signaling Technology; 2708) and anti-β-actin mouse mAb (YEASEN; 30101ES60).

Chemical treatment

Dechorionated embryos were treated with 1 μM SU5416 (Merck KGaA; 676487), 20 μM GSK2656157 (MedChemExpress; HY-13820), 10 μM GCN2-IN-1 (MedChemExpress; HY-100877), 10 μM GCN2iB (MedChemExpress; HY-112654), or 50 μM 4-Phenylbutyric acid (4-PBA) (Sigma Aldrich; P21005) from 24 to 54 hpf. To inhibit global protein translation, the embryos were treated with 360 μM CHX (Sigma-Aldrich; C7698). While 4-PBA was dissolved in water, the other chemicals were dissolved in Dimethyl sulfoxide (DMSO) (Sigma-Aldrich; D8418). The solvents, water or DMSO, were used as controls, respectively, and the final concentration of DMSO is 0.1%.

OP-puro incorporation assay

The embryos, including WT, tars−/−, and those treated with CHX, were incubated with 5 mM OP-puro in egg water containing 15% DMSO for 25 min at 28.5 °C. As unstained controls, the WT embryos were also incubated with 15% DMSO in egg water in the same condition. The embryos were rinsed with egg water gently 3 times and further grown for 1 h. Then the embryos were deyolked and treated with 1 mg/mL collagenase IV (Gibco; 17104-019) for 30 min at 30 °C. The reaction was stopped with Fetal Bovine Serum (FBS) (Sigma-Aldrich; F2442), and the lysis products were centrifuged at 800× g for 5 min at 4 °C. The pellets were resuspended and washed twice with 10% FBS in PBS and filtered through a 40 μm cell-strainer (Falcon; 352235). The cell suspensions were fixed with 4% paraformaldehyde (Sigma-Aldrich; P6148) at 4 °C overnight. The fixed cells were washed with PBS and permeabilized in PBS supplemented with 0.05% Triton X-100 (Sigma-Aldrich; V900502) for 15 min at room temperature, followed by another wash with PBS supplemented with 0.05% Triton X-100 and 3% bovine serum albumin (BSA). Azide-alkyne reaction was performed using Click-iT Cell Reaction Buffer Kit (Life Technologies; C10269) according to the manufacture’s protocols. The azide was conjugated by Tetramethylrhodamine (Life Technologies; T10182) at a final concentration of 5 μM. DAPI (Beyotime Biotechnology; C1002) was also added at 5 μg/mL to stain the cell nucleus. After 30 min of reaction, the cells were washed twice with PBS supplemented with 0.05% Triton X-100 and 3% BSA and were subjected to flow cytometry analysis. For analysis of the “Mean OP-Puro fluorescence”, the fluorescence values per DAPI-positive cell were calculated.

atf4a/b translation reporter assay

The 5′ regions of zebrafish atf4a (ZFIN ID: ZDB-GENE-040426-2340) and atf4b (ZFIN ID: ZDB-GENE-070928-23) mRNAs, including uORF1, partial uORF2, and the first 9-bp of the coding ORFs, were cloned into the pCS2+-EGFP vector to be fused with the EGFP ORF. Then, the uORF-atf4a-EGFP and uORF-atf4b-EGFP cassettes were inserted into the Tol2 transposon vector containing the ubiquitin promoter. For Tol2-mediated transient transgenesis, the Tol2 vectors (180 pg) and Tol2 transposase mRNA (90 pg) were injected as previously reported62 and the expression of EGFP was visualized with a fluorescence microscope.

Quantification and statistical analysis

For quantitative angiogenic phenotype analysis, the ectopic branch points per ISV of the tars−/− and sibling embryos were quantified, and all the values of each embryo, as well as their means ± SD, were presented as scatter plots in the Figures. For the RT-qPCR experiments, the data were presented as means ± SD of triplicate reactions. A two-tailed Student’s t-test was used for these statistical analyses with the GraphPad Prism 6 program, and P < 0.05 was considered statistically significant.

Data availability

RNA-seq data are accessible through the Gene Expression Omnibus (GEO) accession code GSE130193.


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We thank Drs. Alan G. Hinnebusch (NICHD, NIH) and Keith R. McCrae (Cleveland Clinic) for critical reading and helpful comments on the paper. We thank Dr. Weijun Pan (Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences) for providing the Tol2 plasmids. We thank Dr. Yongjun Dang (Shanghai Medical College, Fudan University) for the technical discussion. We thank the Center for HPC at Shanghai Jiao Tong University for supporting bioinformatics analysis. This work was supported by the National Key R&D Plan of China 2018YFA0107802 (X.-J.S.), the National Natural Science Foundation of China (NSFC) General Program 81670094, 81470316 (X.-J.S.), 31670801, 81870896, Major Program 91440204, Excellent Young Scholar Program 31822015 (X.-L.Z.), the Shanghai Municipal Education Commission-Gaofeng Clinical Medicine Grant 20152506 (X.-J.S.), Shanghai Collaborative Innovation Program on Regenerative Medicine and Stem Cell Research 2019CXJQ01 (S.-J.C. and X.-J.S.), Innovative Research Team of High-level Local Universities in Shanghai (W.-L.Z. and X.-J.S.), and the Samuel Waxman Cancer Research Foundation (Z.C., S.-J.C., and X.-J.S.). X.-J.S. was supported by the 1000 Talents Program for Young Scholars.

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F.Z., Z.C., S.-J.C., X.-L.Z., and X.-J.S. designed the research; F.Z., Q.-Y.Z., H.X., A.-N.X., D.-J.L., N.-Z.L., Y.C., Y.J., C.-Z.F., Y.-L.Z., D.L., N.L., Y.-Y.X., S.-H.Y., H.Y., K.X., and J.-Y.S. performed the research, in which F.Z. performed zebrafish phenotype analysis, and Q.-Y.Z. performed aminoacylation assays and tRNA Northern blot; T.X.L., P.-F.X., W.-L.Z., and Y.Z. contributed new reagents/analytic tools; F.Z., Q.-Y.Z., H.X., A.-N.X., C.-H.X., D.-J.L., Y.-L.Z., L.W., Q.-H.H., Z.C., S.-J.C., X.-L.Z., and X.-J.S. analyzed the data; and F.Z. and X.-J.S. wrote the paper.

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Correspondence to Sai-Juan Chen, Xiao-Long Zhou or Xiao-Jian Sun.

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Zhang, F., Zeng, QY., Xu, H. et al. Selective and competitive functions of the AAR and UPR pathways in stress-induced angiogenesis. Cell Discov 7, 98 (2021).

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