Abstract
Most mitochondrial precursor polypeptides are imported from the cytosol into the mitochondrion, where they must efficiently undergo folding. Mitochondrial precursors are imported as unfolded polypeptides. For proteins of the mitochondrial matrix and inner membrane, two separate chaperone systems, HSP60 and mitochondrial HSP70 (mtHSP70), facilitate protein folding. We show that LONP1, an AAA+ protease of the mitochondrial matrix, works with the mtHSP70 chaperone system to promote mitochondrial protein folding. Inhibition of LONP1 results in aggregation of a protein subset similar to that caused by knockdown of DNAJA3, a co-chaperone of mtHSP70. LONP1 is required for DNAJA3 and mtHSP70 solubility, and its ATPase, but not its protease activity, is required for this function. In vitro, LONP1 shows an intrinsic chaperone-like activity and collaborates with mtHSP70 to stabilize a folding intermediate of OXA1L. Our results identify LONP1 as a critical factor in the mtHSP70 folding pathway and demonstrate its proposed chaperone activity.
Subject terms: Mitochondria, Chaperones, Protein translocation
Most mitochondrial proteins are imported from the cytosol and must fold in the mitochondria. Here, the authors show that the mitochondrial protease LONP1 plays a critical role in the mtHSP70 chaperone system independently of its protease activity.
Introduction
Although human mitochondria contain their own genome encoding 13 core subunits of the oxidative phosphorylation (OXPHOS) machinery, the majority of the human mitochondrial proteome is encoded by the nuclear genome1,2. After synthesis on cytosolic ribosomes, nuclearly encoded mitochondrial precursors are imported into the organelle in their unfolded state due to the limited pore size of the import machinery3. Therefore, after import, mitochondrial precursors must efficiently fold into their functional structure to avoid aggregation due to exposure of hydrophobic surfaces. In the mitochondrial matrix, two highly conserved chaperone systems, HSP60 and mitochondrial HSP70 (mtHSP70), are critical in facilitating the folding reaction of mitochondrial precursors4,5. Mammalian HSP60 is related to the bacterial chaperonin GroEL and forms a tetradecameric (double-ringed heptamer) protein complex that encapsulates unfolded polypeptide chains between 20 and 50 kDa in size to accelerate substrate folding. In yeast, Hsp60 is an essential protein required for mitochondrial protein folding and biogenesis6.
mtHSP70 is also essential for mitochondrial protein biogenesis, with functions in both mitochondrial precursor import and folding7. As the key component of the presequence translocase-associated motor (PAM) of the inner membrane, mtHSP70 uses ATP hydrolysis to drive precursor import into the matrix. Subsequently, as part of a chaperone complex with the soluble J-protein DNAJA3, and a nucleotide exchange factor (either GRPEL1 or GRPEL2), it promotes the folding of newly imported polypeptides into their native structures8. Therefore, these two distinct mtHSP70 complexes function sequentially for mitochondrial protein biogenesis in the matrix, firstly to drive directional translocation of mitochondrial precursors and subsequently to facilitate their folding9. As an ATP hydrolyzing enzyme, mtHSP70 cycles between ATP and ADP-bound forms. ATP-bound mtHSP70 is an “open” form that shows rapid binding and release of its substrates. ATP hydrolysis, enhanced by the J-protein, results in a ‘closed’ ADP-bound mtHSP70 that stably interacts with substrate. ADP-ATP exchange, induced by GRPEL1 or GRPEL2, causes substrate release and a new cycle of ‘open’ mtHSP704,7.
Another mitochondrial protein with potential chaperone function is LONP1, an AAA + (ATPase associated with a wide variety of cellular activities) protease of the mitochondrial matrix10,11. LONP1 contains 3 functional domains: an N-terminal domain responsible for substrate recognition, an ATP-binding and hydrolyzing AAA+ ATPase domain, and a C-terminal protease domain. It assembles into a hexameric cylindrical chamber for substrate protein unfolding and proteolysis. After entry of misfolded or damaged substrates, ATP hydrolysis drives substrate unfolding and translocation to the proteolytic chamber. Known degradation substrates of LONP1 include oxidized mitochondrial aconitase12, the unassembled alpha-subunit of the mitochondrial processing peptidase13, and DNA-free TFAM14. In addition to this well-established protease function, LONP1 has been proposed to have a chaperone-like function in the assembly of oxidative phosphorylation (OXPHOS) complexes in yeast and mammalian mitochondria, independently of its protease activity15,16. This proposed function is based on the observation that loss of LONP1 results in reduced levels of assembled OXPHOS complexes, a defect that can be rescued by a protease-deficient mutant of LONP1. However, the molecular basis of this effect is poorly defined, and there has been no direct demonstration that LONP1 has intrinsic chaperone activity on a substrate. In this study, we show that LONP1 plays a major role in mitochondrial protein biogenesis. In a reconstituted in vitro assay, LONP1 shows not only an intrinsic chaperone activity but also synergistic cooperation with the mtHSP70 chaperone.
Results
LONP1 in mitochondrial protein biogenesis
Knockdown of human mitochondrial Lon protease or its inhibition by the synthetic triterpenoid, CDDO, has been shown to cause the accumulation of electron dense aggregates within mitochondria17–19. To better understand the molecular basis for this protein aggregation, we tested the solubility of a panel of mitochondrial proteins with Triton X-100 extraction upon LONP1 inhibition (Fig. 1a). After LONP1 knockdown (Fig. 1b) or CDDO treatment (Fig. 1c), a substantial portion of OXA1L and NDUFA9 partitioned into the detergent-insoluble fraction. We tested these proteins because they have important functions in mitochondrial biology. OXA1L is an insertase of the inner membrane and interacts with mitochondrial ribosomes during the biogenesis of mtDNA-encoded proteins. NDUFA9 is a subunit of the respiratory chain Complex I (NADH dehydrogenase). In both cases, the insoluble proteins were in their mature forms that lacked the mitochondrial presequence, indicating successful import into the matrix and presequence cleavage. VDAC1, an outer membrane protein, remained soluble upon LONP1 knockdown or CDDO treatment. We confirmed that there was no protein loss during our fractionation process (Supplementary Fig. 1a). In the mitochondrial matrix, CLPXP is a related ATP-dependent protease that is a complex between the protease CLPP and the AAA+ ATPase CLPX. Knockdown of CLPP or CLPX did not affect OXA1L and NDUFA9, suggesting that their solubility is specifically sensitive to LONP1 inhibition (Supplementary Fig. 1b).
Given the proposed function of LONP1 as a chaperone and protease, we addressed whether protein aggregation upon LONP1 inactivation resulted from a failure of protein degradation or a failure of protein biogenesis (import and folding). To address this issue, we developed a doxycycline (DOX)-inducible system to express siRNA-resistant LONP1 and titrated DOX concentrations to control its expression level. The first possibility was excluded on account of a protease-deficient LONP1S855A mutant20 being effective at restoring the solubility of OXA1L and NDUFA9 in LONP1 knockdown cells when induced with 0.05 μg/ml DOX, which resulted in endogenous levels of LONP1S855A (Fig. 1b). It should be noted that although DOX in the micromolar range inhibits mitochondrial function, concentrations up to 0.1 μg/ml do not disrupt mitochondrial translation (Supplementary Fig. 1c), respiration, or cell growth21,22. To examine the second possibility, we asked whether vulnerable proteins, like OXA1L and NDUFA9, aggregated only during their biogenesis or throughout their lifecycle. To prevent new protein biogenesis, we treated cells with cycloheximide (CHX) to inhibit cytosolic translation. CHX blocked the ability of CDDO to cause OXA1L or NDUFA9 insolubility (Fig. 1c). Moreover, when cells were treated with the protonophore CCCP to inhibit mitochondrial matrix import of precursors, OXA1L and NDUFA9 insolubility were also prevented (Fig. 1c). Finally, inhibition of mitochondrial import into the matrix using TIM44 knockdown also prevented protein insolubility caused by CDDO and LONP1 knockdown (Fig. 1c and Supplementary Fig. 1d). These results indicate that mature, folded OXA1L and NDUFA9 are stable upon LONP1 inhibition and suggest that these proteins are vulnerable to aggregation only during their biogenesis phase.
To directly test the temporal characteristics of protein aggregation, we generated a DOX-inducible expression system for OXA1L-FLAG. At 0.1 μg/ml DOX, which does not affect mitochondrial translation (Supplementary Fig. 1c)21,22, OXA1L-FLAG produced in this system was detected in the detergent-soluble fraction of mitochondria (Fig. 1d and Supplementary Fig. 1e). CDDO treatment resulted in substantial insolubility in detergent (Fig. 1d) and coalescence of OXA1L into punctate aggregates within mitochondria (Fig. 1e). To determine whether mature, folded OXA1L-FLAG was vulnerable to LONP1 inhibition, we used DOX treatment to induce a discrete pulse of OXA1L-FLAG. DOX was then removed to shut down the expression of OXA1L-FLAG, and the cells were treated with CDDO. With this experimental sequence, OXA1L-FLAG maintained its solubility in the face of CDDO treatment (Fig. 1f). These results further suggest that pre-existing OXA1L is stable to LONP1 inhibition, and that OXA1L aggregates only when LONP1 is blocked during its biogenesis phase.
LONP1 intersects with the mtHSP70 pathway
Because depletion of LONP1 results in OXA1L and NDUFA9 aggregation, it is possible that LONP1 depletion disrupts the chaperone systems that facilitate protein folding in the mitochondrial matrix. We therefore tested the status of OXA1L upon disruption of HSP60 and mtHSP70 (also known as HSPA9), the two major chaperone systems of the matrix4. HSP60 knockdown had no effect on solubility of OXA1L (Supplementary Fig. 2a). As might be expected, knockdown of mtHSP70 was problematic to interpret, because it greatly reduced the steady-state level of OXA1L and other mitochondrial proteins (Supplementary Fig. 2a). This result probably reflects the additional, known role of mtHSP70 as the import motor of the translocase of the inner membrane (TIM)7,8.
To preserve the import function of mtHSP70 and selectively inhibit its folding function, we knocked down DNAJA3 (also known as TID1), a J domain protein that acts as a co-chaperone for the folding function of mtHSP70 by enhancing its ATP hydrolysis activity23. In yeast, the DNAJA3 orthologue Mdj1 similarly functions as a co-chaperone of mtHSP70 during mitochondrial precursor folding9. In multiple human cell lines, we found that knockdown of DNAJA3 severely inhibited the solubility of OXA1L and NDUFA9 (Fig. 2a and Supplementary Fig. 2b) without affecting their steady-state levels. This observation is consistent with a previous report showing DNAJA3 knockdown causes electron-dense aggregates inside mitochondria24.
To assess the full range of protein insolubility in LONP1 and DNAJA3 knockdown cells, we performed liquid chromatography-tandem mass spectrometry (LC-MS) analysis of mitochondrial, detergent-insoluble pellets. OXA1L (3.0 and 5.8-fold) and NDUFA9 (3.2 and 3.7-fold) were significantly enriched in insoluble pellets from LONP1 and DNAJA3 knockdown mitochondria, respectively (Supplementary Data 1). We found that the aggregation profiles in these two knockdown conditions were highly correlated with a correlation coefficient R2 of 0.6687 (Fig. 2b, c). 135 mitochondrial proteins (about 10% of the human mitochondrial proteome) were aggregated more than 2-fold with a significant p-value (<0.05) in both LONP1 and DNAJA3 knockdown mitochondria compared to control mitochondria (Supplementary Fig. 2c and Supplementary Data 2). The vast majority of these aggregated proteins (130 out of 135 proteins) are known to localize to the mitochondrial matrix or mitochondrial inner membrane25 (Supplementary Fig. 2d). These results indicate that LONP1 and the mtHSP70-DNAJA3 chaperone system function in the stabilization of a very similar and large set of mitochondrial proteins.
We performed additional proteomic analysis of mitochondrial aggregates from CDDO-treated versus CDDO + CHX-treated cells to distinguish between proteins that require LONP1 function during their biogenesis versus those that are aggregation-prone even after folding. CDDO treatment caused an aggregation profile highly similar to LONP1 knockdown (Fig. 2b, d). Some examples include UQCRC1 (a subunit of respiratory chain Complex III), MRPL23 (a subunit of mitochondrial ribosome), and CLPX (a subunit of the AAA+ protease CLPXP) (Supplementary Fig. 2e). These proteins were enriched in mitochondrial aggregates from cells treated with LONP1 shRNA, DNAJA3 shRNA, or CDDO. However, these proteins were not enriched in mitochondrial pellets from cells co-treated with CDDO and CHX. Out of 186 proteins enriched in mitochondrial aggregates in CDDO-treated cells, only 11 remained aggregated with CHX co-treatment (Fig. 2d).
Depletion of LONP1 results in mtHSP70 aggregation
Consistent with a functional connection between LONP1 and the mtHSP70 chaperone system, DNAJA3 and mtHSP70 were highly insoluble in cells containing shRNA or siRNA against LONP1 (Figs. 2a, 3a) or cells treated with CDDO (Supplementary Fig. 3a). GRPEL1, the nucleotide exchange factor for mtHSP70 in human mitochondria26, was only slightly affected (Supplementary Fig. 3b). Although CDDO is known to have targets other than LONP1, the aggregation of mtHSP70 and DNAJA3 by CDDO treatment was efficiently prevented by re-expression of the protease-deficient LONP1S855A mutant20 (Supplementary Fig. 3a), indicating that the aggregation effect is specific to LONP1 inhibition. Similarly, aggregation caused by LONP1 knockdown was rescued by LONP1S855A (Fig. 3a). In contrast, a ATPase-deficient LONP1K529R mutant20 did not rescue the aggregation of mtHSP70, DNAJA3, and OXA1L in LONP1 knockdown cells (Fig. 3b) and in fact acted dominantly to promote protein aggregation in WT cells (Supplementary Fig. 3c). Taken together, these results indicate that key components of the mtHSP70 system aggregate in the absence of LONP1.
We generated a DOX-inducible expression system for mtHSP70-HA to test whether LONP1 is required only during the protein’s biogenesis phase, as was the case for OXA1L. Like endogenous mtHSP70, a substantial fraction of mtHSP70-HA was insoluble in the presence of CDDO (Supplementary Fig. 3d). In contrast to OXA1L, however, CDDO added after a discrete pulse of mtHSP70-HA induction still caused insolubility (Fig. 3c). This observation indicates that mature mtHSP70, unlike mature OXA1L, is vulnerable to LONP1 inactivation. To visualize their different vulnerabilities, we used DOX to simultaneously induce expression of both OXA1L-FLAG and mtHSP70-HA. With ongoing DOX induction, CDDO caused both proteins to aggregate into co-localizing, punctate spots along mitochondria. When CDDO was added subsequent to a pulse of DOX, mtHSP70-HA but not OXA1L-FLAG formed aggregated structures (Fig. 3d). These biochemical and imaging results indicate that mtHSP70 and OXA1L have distinct temporal requirements for LONP1.
Aggregation of preformed mtHSP70-HA could be prevented by TIM44 knockdown (Supplementary Fig. 3e, f) or treatment with either CCCP or CHX (Fig. 3e). Each of these treatments prevents the import of mitochondrial precursors. Taken together, these results suggest that mature mtHSP70 aggregates upon LONP1 inhibition, unless mitochondrial import is blocked.
LONP1 co-immunoprecipates with mtHSP70
Consistent with the functional interplay between LONP1 and mtHSP70, we found that the two proteins co-immunoprecipitated (Fig. 4a and Supplementary Fig. 4a). This co-immunoprecipitation was strongly enhanced by knockdown of GRPEL1. This result suggests that the interaction between LONP1 and mtHSP70 is regulated by the latter’s adenine nucleotide state. The interaction of DNAJA3 with mtHSP70 was also dramatically increased under GRPEL1 knockdown conditions (Fig. 4a). Analogously, in yeast, mtHSP70 dissociates from the DnaJ protein Mdj1 much more slowly in the absence of a nucleotide exchange factor27.
Because GRPEL1 knockdown is expected to favor occupancy of mtHSP70 with ADP, we tested LONP1-mtHSP70 interactions under culture conditions that deplete intracellular ATP. Cells cultured in high glucose generate ATP from both cytosolic glycolysis and mitochondrial oxidative phosphorylation, whereas cells grown in galactose primarily depend on oxidative phosphorylation28. Consistent with this concept, the mitochondrial ATP synthase inhibitor oligomycin greatly reduced the cellular ATP level in galactose-fed 143B cells but not glucose-fed cells (Fig. 4b). Under such ATP-depleted conditions, we found enhanced co-imunoprecipitation of mtHSP70 with LONP1 and DNAJA3 (Fig. 4c and Supplementary Fig. 4b).
We tested whether pathogenic LONP1 variants associated with human mitochondrial disease cause mitochondrial protein aggregation. Using primary fibroblasts containing bi-allelic mutations (p.Tyr565His and p.Glu733Lys; NM_004793.3) within the LONP1 ATPase domain associated with congenital lactic acidosis, muscle weakness, and multiple mitochondrial OXPHOS deficiencies29, we found substantially reduced solubility of mtHSP70, DNAJA3 and OXA1L (Fig. 4d). We expressed FLAG-tagged mtHSP70 in patient fibroblasts and tested whether the pathogenic LONP1 variants affected the co-imunoprecipitation of mutant LONP1 with mtHSP70. The LONP1-mtHSP70 interaction in patient cells was much reduced compared to control cells (Fig. 4e). We tested another pathogenic LONP1 variant (p.Arg721Gly; NM_004793.3) reported to cause CODAS (a syndrome characterized by cerebral, ocular, dental, auricular and skeletal abnormalities)30 but because patient fibroblasts were not available, we tested the function of this mutant in cells knocked down for endogenous LONP1. The CODAS LONP1 mutant was much less effective than WT LONP1 in rescuing the protein aggregation defect (Fig. 4f). This mutant also showed reduced co-imunoprecipitation with mtHSP70 (Fig. 4g). These results suggest that pathogenic LONP1 mutants are defective in co-immunoprecipitation with mtHSP70 and have impaired protein stabilization function.
Reconstitution of OXA1L solubilization
Based on the results above, LONP1 appears to be important for stabilization of proteins like OXA1L during their biogenesis phase. An important issue is whether LONP1 has inherent chaperone activity, or whether mtHSP70 is the true chaperone and LONP1 is simply necessary for mtHSP70 stability. To address the potential chaperone activity of LONP1, we developed an in vitro assay to reconstitute solubilization of OXA1L using recombinant proteins. OXA1L was produced by in vitro translation using purified, recombinant components31 (Fig. 5a). In the absence of additional components, OXA1L produced in this way was quantitatively sedimented by a high speed spin, suggesting its aggregation (Fig. 5b). This result is expected, because the reaction contained neither a chaperone nor a biological membrane. OXA1L, a transmembrane protein of the inner membrane, would not be able to fold into its native structure.
Addition of WT LONP1 resulted in degradation of OXA1L, likely because it is recognized as a misfolded substrate (Supplementary Fig. 5a). This degradation did not occur with the protease-deficient LONP1S855A mutant. Addition of recombinant LONP1S855A, but not ATPase-deficient LONP1K529R, resulted in a small amount of OXA1L solubilization (Fig. 5a, b). In contrast, mtHSP70 without LONP1 was ineffective at solubilizing OXA1L, even when combined with its partners GRPEL1 and DNAJA3 (Fig. 5c, d). Instead, substantial fractions of all 3 proteins, especially DNAJA3, became insoluble along with OXA1L. In contrast, expression of the soluble, control protein DHFR did not affect their solubility (Supplementary Fig. 5b). These results suggest that the mtHSP70 chaperone complex is susceptible to aggregation when futilely engaged with a difficult folding substrate. These observations are also consistent with cell culture data showing that mtHSP70 and DNAJA3 are aggregated upon LONP1 inhibition unless mitochondrial import is disrupted (Fig. 3e and Supplementary Fig. 3e and f).
Addition of both LONP1S855A and mtHSP70 to the reaction increased solubility of OXA1L (Supplementary Fig. 5c). The highest activity was observed when LONP1 and mtHSP70 were supplemented with GRPEL1 and DNAJA3 together (Fig. 5c, d and Supplementary Fig. 5c) whereas individual addition of GRPEL1 or DNAJA3 with mtHSP70 did not improve OXA1L solubility (Supplementary Fig. 5d). In such reactions, LONP1 protected the mtHSP70 chaperone components against OXA1L-induced aggregation. The DNAJA3 and GRPEL1 co-chaperones increased solubilization of OXA1L in the presence of mtHSP70 and LONP1, but had no activity without mtHSP70 (Supplementary Fig. 5c). Consistent with the cell culture results, the ability of LONP1S855A and the mtHSP70 chaperone in solubilizing OXA1L was substantially disrupted by CDDO (Supplementary Fig. 5c). Because there are no biological membranes in this in vitro system, it is unlikely that the solubilized OXA1L can fold into its native, membrane-embedded state. It therefore seemed likely that solubilized OXA1L would need to be stabilized by binding to LONP1 and mtHSP70 chaperone components. Immunoprecipitates of soluble OXA1L indeed contained LONP1S855A, mtHSP70, and DNAJA3 (Supplementary Fig. 5e).
To further test the chaperone activity of LONP1 and mtHSP70, we chose CLPX as an additional, potential substrate. CLPX was identified from proteomic analysis of mitochondrial protein aggregates in LONP1 knockdown cells (Supplementary Fig. 2e) and verified by Western blot analysis (Supplementary Fig. 5f). CLPX was expressed in vitro, in the presence of LONP1 S855A and/or the mtHSP70 chaperone components (Fig. 5e, f). When present individually, either LONP1 S855A or the mtHSP70 chaperone complex was able to solubilize a fraction of CLPX. The ATPase activity of LONP1 was required for CLPX solubilization (Supplementary Fig. 5g), and LONP1 S855A interacted with solubilized CLPX (Supplementary Fig. 5h). Unlike the case with OXA1L, however, we did not observe synergist activity when LONP1 and mtHSP70 were added to the same reaction. Taken together, these results suggest that LONP1 has an intrinsic chaperone activity on OXA1L and CLPX, and that its ability to synergize with mtHsp70 is substrate-specific.
Discussion
Our studies suggest that LONP1 and mtHSP70 likely work together to facilitate folding of a substantial fraction of the matrix and inner membrane proteome. In the absence of this system, our mass spectrometry analysis indicates that about 10% of the mitochondrial proteome is substantially aggregated. LONP1 alone, but not its ATPase mutant, has detectable ability to solubilize OXA1L and CLPX in our in vitro assay, suggesting an intrinsic chaperone activity that is dependent on its AAA+ ATPase function. The in vitro assay additionally suggests that LONP1 collaborates with mtHSP70 in distinct ways depending on the substrate. With OXA1L, we detected synergistic protein solubilization when LONP1 and mtHSP70 were present in the same reaction. With CLPX, each component individually had chaperone-like activity, but we were unable to detect synergism. In cells, we find that LONP1 is necessary for the stability of mtHSP70 and DNAJA3, unless mitochondrial protein import is inhibited. We suggest that, in the absence of LONP1, mtHSP70 engages in futile folding interactions with mitochondrial precursors that lead to co-aggregation with substrates. Therefore, LONP1 promotes the protein folding activity of the mtHSP70 chaperone and appears to protect the system from client-induced co-aggregation (Supplementary Fig. 5i).
One caveat to our in vitro assay is that we are not able to test WT LONP1 for folding ability due to its proteolytic activity. We speculate that the interaction of LONP1 with folding substrates versus proteolytic substrates is normally controlled by regulatory mechanisms absent in our minimal in vitro system32. One possibility is that LONP1 activity can be regulated to meet cellular demands. Akt phosphorylates LONP1 under stress conditions to enhance the protease activity of LONP133. In normal growth conditions, LONP1 might function, to a larger degree, in protein folding in collaboration with mtHSP70. When cell growth is inhibited and protein misfolding inside mitochondria is increased due to cellular stress, LONP1 phosphorylation may promote a greater role in the removal of misfolded/damaged proteins.
Our results provide a plausible explanation for the observation that Lon protease in yeast is necessary for the assembly of respiratory chain complexes, which led to the suggestion that Lon protease may act as a chaperone16. Indeed, in our mass spectrometry analysis, we found 29 subunits of oxidative phosphorylation complexes I to V that became significantly insoluble upon LONP1 inhibition (Supplementary Data 1). It is recognized that human syndromes caused by pathogenic variants in LONP1 and HSPA9, encoding mtHSP70, share common clinical manifestations34. These commonalities likely reflect the collaboration of LONP1 and mtHSP70 in the biogenesis of mitochondrial matrix proteins.
Methods
Reagents and antibodies
Reagents: 2-cyano-3,12-dioxo-oleana-1,9(11)-dien-28-oic acid (CDDO) (Cayman Chemical) and carbonyl cyanide 3-chlorophenylhydrazone (CCCP) (Sigma-Aldrich), cycloheximide (Sigma-Aldrich), oligomycin (Sigma-Aldrich), MKT-077 (Sigma-Aldrich). Antibodies for Western blot analysis: LONP1 (Proteintech, 1:3000), OXA1L (Proteintech 1:10000), mtHSP70 (Proteintech, 1:10000), GRPEL1 (Proteintech, 1:5000), TIM44 (Proteintech, 1:5000), CLPX (Proteintech, 1:3000), VDAC1 (Abcam, 1:3000), NDUFA9 (Abcam, 1:3000), DNAJA3 (Santa Cruz BioTech, 1:1000), HSP60 (Santa Cruz BioTech, 1:3000), TOM20 (Santa Cruz BioTech, 1:3000), anti-FLAG M2 (Sigma-Aldrich, 1:10000), anti-HA.11 (Covance, 1:5000).
Cell culture
143B, HeLa, U2OS and LONP1 patient cells were cultured in Dulbecco’s modified Eagle’s medium (DMEM) supplemented with 10% fetal bovine serum, 50 μg/ml uridine, 2 mM pyruvate and 2 mM glutamine. For glucose or galactose culture, the base DMEM solution lacked glucose, pyruvate, and glutamine (Invitrogen, A14430) and was supplemented with 10% dialyzed FBS, 2 mM glutamine, and 10 mM glucose or galactose.
Doxycycline-inducible expression
The Retro-X™ Tet-On® Advanced system (Clontech) was used to establish 143B cells with doxycycline-inducible expression of LONP1-FLAG, OXA1L-FLAG and mtHSP70-HA. Cells were incubated with doxycycline (0.1 μg/ml for OXA1L-FLAG and mtHSP70-HA; as indicated concentration for LONP1-FLAG) to induce protein expression.
Triton X-100 extraction
Cells were detached with trypsin, pelleted, and lysed with Triton X-100 buffer (20 mM Tris-HCl, pH 7.4, 150 mM NaCl, 2 mM EDTA, 1% Triton X-100) containing HALT protease inhibitors (Thermo-Pierce). Cell lysates were centrifuged at 20,817g for 10 min at 4 °C to separate into supernatant and pellet fractions. The supernatant and insoluble pellet were reconstituted in equivalent volumes of sample buffer and analyzed by SDS-PAGE and immunoblotting.
Plasmid constructs and mutagenesis
OXA1L-FLAG, LONP1-FLAG and mtHSP70-HA were expressed from the mammalian vectors pQCXIP (Clontech) or pRetro-Tight-Pur (Clontech). Vectors were digested with NotI and AgeI (New England Biolabs) and ligated with the following fragments: the LONP1 gene, PCR-amplified from the pcDNA-LONP1 vector (kindly provided by Carolyn Suzuki, Rutgers New Jersey Medical School); the OXA1L or mtHSP70 genes, PCR-amplified from a human cDNA library. PCR primers were designed to add a FLAG or HA tag at the C-terminus. Point mutations were introduced into the coding sequence of LONP1 with overlap extension PCR-based mutagenesis.
For in vitro expression of OXA1L and CLPX, the DHFR control vector included in the PURExpress kit (New England Biolabs) was digested with NdeI and NotI or BamHI (New England Biolabs), and ligated with the OXA1L (amino acid residues 72–435) gene and CLPX (amino acid residues 57–633) gene, PCR-amplified from a human cDNA library.
For bacterial expression of DNAJA3, pETDUET-1 (Novagen) was digested with BamHI and NotI (New England Biolabs), and ligated with the short isoform of the DNAJA3 (amino acid residues 66–453) gene, PCR-amplified from a human cDNA library. All primers used for the cloning and LONP1 mutagenesis are listed in Supplementary Table 1.
Recombinant protein expression and purification
Recombinant proteins were expressed in Rosetta (DE3) BL21 Escherichia coli (EMD Millipore).
For His-tagged mtHSP70 expression, pET28a-mtHSP70 and pET23a-HEP1 (kindly provided by Júlio César Borges, University of São Paulo) were co-transformed into bacteria1. For His-tagged GRPEL1, LONP1 and DNAJA3 expression, pET-His6-GRPEL1 (kindly provided by Henna Tyynismaa, University of Helsinki), pPROEX-LONP1 (kindly provided by Carolyn Suzuki, Rutgers New Jersey Medical School) and pETDUET-1-DNAJA3 vectors were transformed into bacteria. Transformed bacteria were grown in 50 ml terrific broth containing 25 μg/ml chloramphenicol and either 100 μg/ml ampicillin or 50 μg/ml kanamycin at 37 °C to an OD600 of 1.2, shifted to 16 °C (for LONP1, mtHSP70 and DNAJA3) or 30 °C (for GRPEL1), and induced with 0.5 mM isopropyl β-d-1-thiogalactopyranoside for 18 h. Cells were harvested by centrifugation at 3500 rpm for 30 min with a swinging bucket rotor (BioFLex HC, Thermo Fisher), and pellets were stored at −20 °C. For purification, bacterial pellets were thawed and resuspended in buffer (25 mM Tris-HCl, pH 7.5, 200 mM NaCl, 10% glycerol, and HALT protease inhibitors (Thermo-Pierce)), lysed by sonication, and cleared by centrifugation at 50,000g for 30 min at 4 °C in Oakridge tubes in the A27-8 × 50 rotor (Thermo Fisher). The soluble supernatant was incubated with washed TALON beads (Clontech) for 4 h at 4 °C. After extensive washing of the beads with buffer (25 mM Tris-HCl, pH 7.5, 200 mM NaCl, 10% glycerol, 20 mM imidazole), proteins were eluted from TALON beads with elution buffer (25 mM Tris-HCl, pH 7.5, 200 mM NaCl, 10% glycerol, 250 mM imidazole). The eluted proteins were further concentrated in buffer (25 mM Tris-HCl, pH 7.5, 200 mM NaCl, 10% glycerol, 25 mM imidazole) by Amicon Ultra Centrifugal Filters (Millipore). Proteins were flash frozen and stored at −80 °C.
Isolation of mitochondria
Mitochondria were isolated from cells by differential centrifugation. Cells were collected by scraping in isolation buffer (220 mM mannitol, 70 mM sucrose, 80 mM KCl, 1 mM MgCl2, 0.5 mM EDTA, 10 mM K + HEPES, pH7.4, and HALT protease inhibitors) and Dounce homogenized (25 strokes) on ice. Cell debris and nuclei were removed by centrifugation twice at 650g for 5 min at 4 °C. A crude mitochondrial fraction was pelleted by centrifugation at 10,000g for 10 min at 4 °C and washed once in isolation buffer.
RNA interference
For shRNA-mediated stable knockdown of LONP1 or DNAJA3, the indicated cell lines were infected with retrovirus expressing shRNA from the human H1 promoter. The targeted sequences were: LONP1-Sh (5′-GGGACATCATTGCCTTGAACC-3′), DNAJA3-sh (5′-GCTGTTCAGGAAGATCTTTGG-3′), CLPP- sh (5′-GCTCAAGAAGCAGCTCTATAA-3′), CLPX- sh (5′-GGAGTATGACTCTGGAGTTGA-3′), non-target shRNA (5′-CGTTAATCGCGTATAATACGC-3′). For LONP1 small interfering RNA (siRNA) experiments, dicer-substrate RNA (DsiRNA) duplexes (5′-ATCATTGCCTTGAACCCTCTCTACA-3′) were purchased from Integrated DNA Technologies (IDT). The following predesigned DsiRNAs were purchased from IDT: negative control DsiRNA, hs.Ri.DNAJA3.13.2, hs.Ri.HSPA9.13.2, hs.Ri.HSPD1.13.1, hs.Ri.GRPEL1.13.3 and hs.Ri.TIMM44.13.2. Transfections of siRNA were performed using Lipofectamine RNAiMAX reagent (Invitrogen) according to the manufacturer’s protocol.
In vitro translation of OXA1L and CLPX
In vitro translation of OXA1L and CLPX was performed using the PURExpress® In Vitro Protein Synthesis Kit (New England Biolabs). Reactions for OXA1L and CLPX expression were incubated in the absence or presence of recombinant LONP1 and mtHSP70 chaperone components for 8 h at 37 °C and ultracentrifuged at 186,000g for 1 h at 4 °C to separate into supernatant and pellet fractions.
Immunostaining and Imaging
Cells were fixed in 10% formaldehyde, permeabilized in 0.1% Triton X-100, and immunostained with antibody against FLAG M2 (Sigma, 1:500), HA.11 (Covance, 1:500), TOM20 (Santa Cruz BioTech, 1:500) or HSP60 (Santa Cruz BioTech, 1:500). Immunofluorescent images were obtained with a Zeiss LSM 710 confocal microscope (Carl Zeiss). Image data were analyzed using ImageJ (v. 1.51J8).
Intracellular ATP measurement
The ATP Determination Kit (Thermo Fisher Scientific) was used for detection of intracellular ATP in cell lysates. Cells were resuspended in 0.1 M Tris-HCl, pH 7.4 and lysed by sonication with three cycles of 10 sec on and 30 s off at 20% amplitude (MISONIX S-4000 sonicator). Cell lysates were used for intracellular ATP measurement. Values were normalized to protein concentrations of the lysates. Results were collected from three independent cultures for each sample. Data are presented as means ± standard deviation.
Co-immunoprecipitation
Trypsinized cells expressing FLAG-tagged mtHSP70 or LONP1 were lysed in immunoprecipitation (IP) buffer (20 mM Tris-HCl, pH 7.4, 150 mM NaCl, 1 mM EDTA, 5% glycerol, 1% Igepal CA-630) plus HALT protease inhibitors (Thermo-Pierce). The cell lysate was cleared by centrifugation at 20,817g for 10 min at 4 °C, and the supernatant was mixed with ANTI-FLAG® M2 Affinity Gel (Sigma-Aldrich) for 30 min at 4 °C. For immunoprecipitation of in vitro translated OXA1L and CLPX, the reaction was cleared by ultracentrifugation at 186,000g for 1 h at 4 °C and the supernatant was incubated with anti-OXA1L antibody (Proteintech) or anti-LONP1 antibody (Proteintech) for 2 h at 4 °C. Protein A/G-agarose (Thermo-Pierce) was subsequently added and incubated for additional 1 h at 4 °C to capture the immuno-complexes. After the beads were washed three times with IP buffer, bound proteins were eluted by boiling in SDS-PAGE sample buffer and analyzed by SDS-PAGE and immunoblotting. Input samples were collected prior to mixing with beads and 10% (for cell lysates) or 20% (for in vitro translation reactions) of the input samples were used for immunoblot analysis.
Mass spectrometry analyses of mitochondrial protein aggregates
Mitochondria were isolated in biological triplicates from control, LONP1 or DNAJA3 knockdown, and CDDO ± cycloheximide (CHX)-treated 143B cells and lysed using Triton X-100 extraction. Insoluble mitochondrial protein pellets were separated by centrifugation at 20,817g for 10 min at 4 °C and solubilized in urea buffer (8 M urea, 100 mM Tris-HCl, pH 8.5). The solubilized samples were digested by trypsin overnight at room temperature and desalted by HPLC with a Microm Bioresources C8 peptide Microtrap. Subsequently, the samples were subjected to LC-MS/MS analysis on a nanoflow LC system, EASY-nLC 1200, (Thermo Fisher Scientific) coupled to a Q Exactive HF Orbitrap mass spectrometer (Thermo Fisher Scientific, Bremen, Germany) equipped with a Nanospray Flex ion source. Samples were directly loaded onto a PicoFrit column (New Objective, Woburn, MA) packed in-house with ReproSil-Pur C18AQ 1.9 μm resin (120 Å pore size, Dr. Maisch, Ammerbuch, Germany) heated to 60 °C or an Aurora 25 cm × 75 µm ID, 1.6 µm C18 column (Ion Opticks, Victoria, Australia) heated to 50 °C. The peptides were separated with a 60 min gradient at a flow rate of 220 nL/min for the in-house packed column or 350 nL/min for the Aurora column. The gradient was as follows: 2–6% Solvent B (3.5 min), 6–25% B (41.5 min), and 25–40% B (15 min) and to 100% B (10 min). Solvent A consisted of 97.8% H2O, 2% ACN, and 0.2% formic acid and solvent B consisted of 19.8% H2O, 80% ACN, and 0.2% formic acid. The Q Exactive HF Orbitrap was operated in data dependent mode with the Tune (version 2.7 SP1build 2659) instrument control software. Spray voltage was set to 2.5 kV, S-lens RF level at 50, and heated capillary at 275 °C. Full scan resolution was set to 60,000 at m/z 200. Full scan target was 3 × 106 with a maximum injection time of 15 ms. Mass range was set to 400–1650 m/z. For data dependent MS2 scans collected at 30,000 resolution the loop count was 12, target value was set at 1 × 105, and intensity threshold was kept at 1 × 105. Isolation width was set at 1.2 m/z and a fixed first mass of 100 was used. Normalized collision energy was set at 28. Peptide match was set to off, and isotope exclusion was on. Data acquisition was controlled by Xcalibur (4.0.27.13) and all data were acquired in profile mode.
Data analysis
Raw data were searched in Proteome Discoverer 2.4 (Thermo Scientific) using the Byonic search algorithm (Protein Metrics) and Uniprot human database. PD-Byonic search parameters were as follows: fully Tryptic peptides with no more than 2 missed cleavages, precursor mass tolerance of 10 ppm and fragment mass tolerance of 20 ppm, and a maximum of 2 common modifications and 2 rare modifications. Cysteine carbamidomethylation was set as a static modification, while methionine oxidation was a common dynamic modification (up to 2 per peptide). Methionine loss on protein N-termini, methionine loss + acetylation on protein N-termini, protein N-terminal acetylation, lysine acetylation, and phosphorylation of serine, threonine, and tyrosine were rare dynamic modifications (only 1 each). Byonic protein-level FDR was set at 0.01, while Percolator FDRs were set at 0.01 (strict) and 0.05 (relaxed). In the consensus step, peptide and PSM FDRs were set at 0.001 (strict) and 0.01 (relaxed), with peptide confidence at least medium, lower confidence peptides excluded, minimum peptide length set at 6, and apply strict parsimony set to false.
LFQ was then performed with the Minora feature detector, feature mapper, and precursor ions quantifier nodes. Retention time alignment was performed with maximum RT shift of 5 min and a minimum S/N threshold of 10. Quantified peptides included unique + razor, protein groups were considered for peptide uniqueness, shared Quan results were not used, Quan results with missing values were not rejected, and precursor abundance was based on intensity. Abundances were normalized using the total intensities of all non-mitochondrial proteins identified in a pre-search of the raw data files from the control, LONP1 kd, DNAJA3 kd and CDDO ± CHX samples with identical search parameters. Imputation was then performed using the low abundance resampling method.
Statistical analysis of protein abundances was performed using methods developed for linear models for microarray data35 available as a package in R (R version 4.0.2, limma version 3.44.3). Samples were normalized between arrays, modeled for expression using the linear model fit, and fold changes were calculated as a log2 function, and multiple testing correction utilized the Benjamini-Hochberg method to calculate FDR-adjusted p-values36. Proteins and peptides identified are listed in Supplementary Data 3 and 4. Proteins were then annotated as being localized to the mitochondria based on annotation in either MitoCarta or UniProt, and only those mitochondrial proteins with 2 or more unique peptides and quantified in at least 5 of the 9 replicates from the LONP1 kd, DNAJA3 kd, and CDDO samples were subsequently retained (Supplementary Data 1) for further analysis and included in figure generation. Proteins considered significant were enriched at least 2-fold over control with a BH-adjusted p-value < 0.05. Mass spectrometry data files have been deposited at ProteomeXchange, with access code PXD021939.
Statistics and reproducibility
For Western blotting, confocal microscopy, ATP measurement, and mass spectrometry, all experiments were independently repeated 2 or 3 times.
Reporting summary
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Supplementary information
Source data
Data availability
The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD021939. Source data are provided with this paper.
Competing interests
The authors declare no competing interests.
Footnotes
Peer review information Nature Communications thanks Cheryl F. Lichti, Carolyn Suzuki, and other, anonymous, reviewers for their contributions to hte peer review of this work. Peer review reports are available.
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Supplementary information is available for this paper at 10.1038/s41467-020-20597-z.
References
- 1.Calvo SE, Clauser KR, Mootha VK. MitoCarta2.0: an updated inventory of mammalian mitochondrial proteins. Nucleic Acids Res. 2016;44:D1251–D1257. doi: 10.1093/nar/gkv1003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Chacinska A, Koehler CM, Milenkovic D, Lithgow T, Pfanner N. Importing mitochondrial proteins: machineries and mechanisms. Cell. 2009;138:628–644. doi: 10.1016/j.cell.2009.08.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Pfanner N, Chacinska A. The mitochondrial import machinery: preprotein-conducting channels with binding sites for presequences. Biochim. Biophysica Acta. 2002;1592:15–24. doi: 10.1016/S0167-4889(02)00260-4. [DOI] [PubMed] [Google Scholar]
- 4.Hartl FU, Bracher A, Hayer-Hartl M. Molecular chaperones in protein folding and proteostasis. Nature. 2011;475:324–332. doi: 10.1038/nature10317. [DOI] [PubMed] [Google Scholar]
- 5.Voos W. Chaperone-protease networks in mitochondrial protein homeostasis. Biochim. Biophysi. Acta. 2013;1833:388–399. doi: 10.1016/j.bbamcr.2012.06.005. [DOI] [PubMed] [Google Scholar]
- 6.Cheng MY, et al. Mitochondrial heat-shock protein hsp60 is essential for assembly of proteins imported into yeast mitochondria. Nature. 1989;337:620–625. doi: 10.1038/337620a0. [DOI] [PubMed] [Google Scholar]
- 7.Craig EA. Hsp70 at the membrane: driving protein translocation. BMC Biol. 2018;16:11. doi: 10.1186/s12915-017-0474-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Wiedemann N, Pfanner N. Mitochondrial machineries for protein import and assembly. Annu. Rev. Biochem. 2017;86:685–714. doi: 10.1146/annurev-biochem-060815-014352. [DOI] [PubMed] [Google Scholar]
- 9.Horst M, et al. Sequential action of two hsp70 complexes during protein import into mitochondria. EMBO J. 1997;16:1842–1849. doi: 10.1093/emboj/16.8.1842. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Pinti M, et al. Emerging role of Lon protease as a master regulator of mitochondrial functions. Biochim. Biophys. Acta. 2016;1857:1300–1306. doi: 10.1016/j.bbabio.2016.03.025. [DOI] [PubMed] [Google Scholar]
- 11.Venkatesh S, Lee J, Singh K, Lee I, Suzuki CK. Multitasking in the mitochondrion by the ATP-dependent Lon protease. Biochim. Biophys. Acta. 2012;1823:56–66. doi: 10.1016/j.bbamcr.2011.11.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Bota DA, Davies KJ. Lon protease preferentially degrades oxidized mitochondrial aconitase by an ATP-stimulated mechanism. Nature Cell Biol. 2002;4:674–680. doi: 10.1038/ncb836. [DOI] [PubMed] [Google Scholar]
- 13.Ondrovicova G, et al. Cleavage site selection within a folded substrate by the ATP-dependent lon protease. J. Biol. Chem. 2005;280:25103–25110. doi: 10.1074/jbc.M502796200. [DOI] [PubMed] [Google Scholar]
- 14.Lu B, et al. Phosphorylation of human TFAM in mitochondria impairs DNA binding and promotes degradation by the AAA+ Lon protease. Mol. Cell. 2013;49:121–132. doi: 10.1016/j.molcel.2012.10.023. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Hori O, et al. Transmission of cell stress from endoplasmic reticulum to mitochondria: enhanced expression of Lon protease. The. J. Cell Biol. 2002;157:1151–1160. doi: 10.1083/jcb.200108103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Rep M, et al. Promotion of mitochondrial membrane complex assembly by a proteolytically inactive yeast Lon. Science. 1996;274:103–106. doi: 10.1126/science.274.5284.103. [DOI] [PubMed] [Google Scholar]
- 17.Suzuki CK, Suda K, Wang N, Schatz G. Requirement for the yeast gene LON in intramitochondrial proteolysis and maintenance of respiration. Science. 1994;264:891. doi: 10.1126/science.8178144. [DOI] [PubMed] [Google Scholar]
- 18.Bernstein SH, et al. The mitochondrial ATP-dependent Lon protease: a novel target in lymphoma death mediated by the synthetic triterpenoid CDDO and its derivatives. Blood. 2012;119:3321–3329. doi: 10.1182/blood-2011-02-340075. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Zurita Rendon, O. & Shoubridge, E. A. LONP1 is required for maturation of a subset of mitochondrial proteins, and its loss elicits an integrated stress response. Mol. Cellular Biol.38, 10.1128/MCB.00412-17 (2018). [DOI] [PMC free article] [PubMed]
- 20.Ambro L, et al. Mutations to a glycine loop in the catalytic site of human Lon changes its protease, peptidase and ATPase activities. The. FEBS J. 2014;281:1784–1797. doi: 10.1111/febs.12740. [DOI] [PubMed] [Google Scholar]
- 21.Ahler E, et al. Doxycycline alters metabolism and proliferation of human cell lines. PloS ONE. 2013;8:e64561. doi: 10.1371/journal.pone.0064561. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Moullan N, et al. Tetracyclines disturb mitochondrial function across eukaryotic models: a call for caution in biomedical research. Cell Rep. 2015;10:1681–1691. doi: 10.1016/j.celrep.2015.02.034. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Iosefson O, Sharon S, Goloubinoff P, Azem A. Reactivation of protein aggregates by mortalin and Tid1-the human mitochondrial Hsp70 chaperone system. Cell Stress Chaperones. 2012;17:57–66. doi: 10.1007/s12192-011-0285-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Ng AC, Baird SD, Screaton RA. Essential role of TID1 in maintaining mitochondrial membrane potential homogeneity and mitochondrial DNA integrity. Mol. Cellular Biol. 2014;34:1427–1437. doi: 10.1128/MCB.01021-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Rhee HW, et al. Proteomic mapping of mitochondria in living cells via spatially restricted enzymatic tagging. Science. 2013;339:1328–1331. doi: 10.1126/science.1230593. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Srivastava S, et al. Regulation of mitochondrial protein import by the nucleotide exchange factors GrpEL1 and GrpEL2 in human cells. J. Biol. Chem. 2017;292:18075–18090. doi: 10.1074/jbc.M117.788463. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Mapa K, et al. The conformational dynamics of the mitochondrial Hsp70 chaperone. Mol. Cell. 2010;38:89–100. doi: 10.1016/j.molcel.2010.03.010. [DOI] [PubMed] [Google Scholar]
- 28.Gohil VM, et al. Nutrient-sensitized screening for drugs that shift energy metabolism from mitochondrial respiration to glycolysis. Nature Biotechnol. 2010;28:249–255. doi: 10.1038/nbt.1606. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Peter B, et al. Defective mitochondrial protease LonP1 can cause classical mitochondrial disease. Human Mol. Genet. 2018;27:1743–1753. doi: 10.1093/hmg/ddy080. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Strauss KA, et al. CODAS syndrome is associated with mutations of LONP1, encoding mitochondrial AAA+ Lon protease. Am. J. Human Genet. 2015;96:121–135. doi: 10.1016/j.ajhg.2014.12.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Shimizu Y, et al. Cell-free translation reconstituted with purified components. Nature Biotechnol. 2001;19:751–755. doi: 10.1038/90802. [DOI] [PubMed] [Google Scholar]
- 32.Puri N, Karzai AW. HspQ functions as a unique specificity-enhancing factor for the AAA+ lon protease. Mol. Cell. 2017;66:672–683 e674. doi: 10.1016/j.molcel.2017.05.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Ghosh JC, et al. Akt phosphorylation of mitochondrial Lonp1 protease enables oxidative metabolism and advanced tumor traits. Oncogene. 2019;38:6926–6939. doi: 10.1038/s41388-019-0939-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Royer-Bertrand B, et al. Mutations in the heat-shock protein A9 (HSPA9) gene cause the EVEN-PLUS syndrome of congenital malformations and skeletal dysplasia. Sci. Rep. 2015;5:17154. doi: 10.1038/srep17154. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Smyth, G. K. in Bioinformatics and Computational Biology Solutions using R and Bioconductor (eds Gentleman, R. et al.) 397–420 (Springer, 2005).
- 36.Benjamini Y, Hochberg Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society. J. R. Statistical Soc. Ser. B (Methodological) 1995;57:289–300. [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD021939. Source data are provided with this paper.