Abstract
Acid ceramidase (AC) is a lysosomal hydrolase encoded by the ASAH1 gene, which cleaves ceramides into sphingosine and fatty acid. AC is expressed at high levels in most human melanoma cell lines and may confer resistance against chemotherapeutic agents. One such agent, doxorubicin, was shown to increase ceramide levels in melanoma cells. Ceramides contribute to the regulation of autophagy and apoptosis. Here we investigated the impact of AC ablation via CRISPR-Cas9 gene editing on the response of A375 melanoma cells to doxorubicin. We found that doxorubicin activates the autophagic response in wild-type A375 cells, which effectively resist apoptotic cell death. In striking contrast, doxorubicin fails to stimulate autophagy in A375 AC-null cells, which rapidly undergo apoptosis when exposed to the drug. The present work highlights changes that affect melanoma cells during incubation with doxorubicin, in A375 melanoma cells lacking AC. We found that the remarkable reduction in recovery rate after doxorubicin treatment is strictly associated with the impairment of autophagy, that forces the AC-inhibited cells into apoptotic path.
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Introduction
Sphingolipids are bioactive lipids that play important structural and signaling roles in eukaryotic cells1, 2. Ceramides are considered the hub of sphingolipid metabolism and have been implicated in the regulation of multiple cellular processes, including growth inhibition, apoptosis, senescence and autophagy3,4,5,6. Most notably, intracellular accumulation of long-chain ceramides activates a pro-apoptotic cellular environment7, 8. Contrary to ceramides, sphingosine-1-phosphate (S1P) exerts pro-survival effects that favor cell growth, cell motility, migration, and angiogenesis9. The balance between the cellular levels of these two sphingolipids is thought to play important roles in the control of cell fate10, 11.
Humans express five ceramidases—enzymes that convert ceramide into sphingosine (Shp) and fatty acid—which are classified based on their cellular localization, primary structure and pH optimum (alkaline, neutral or acid). Neutral ceramidases are involved in the digestion of dietary sphingolipids and are localized to the intestinal tract12. Alkaline ceramidases are involved in the regulation of cell differentiation, DNA damage-induced apoptosis and cell cycle progression13,14,15. Acid ceramidase (AC, encoded in humans by the ASAH-1 gene) is a 50 kDa enzyme that belongs to the N-terminal nucleophile (Ntn) superfamily of hydrolases16. It is synthesized as an inactive proenzyme that matures through autocleavage of an internal peptide bond, which generates a catalytically competent heterodimer comprising a 13 kDa α-subunit and a 30 kDa β-subunit. AC is the only ceramidase that requires an ancillary protein, saposin-D, to achieve optimal activity16. Saposins are lysosomal proteins that enable the presentation of the ceramide substrate to the substrate-binding site of AC.
Mutations in the ASAH-1 gene give rise to a rare group of genetic disorders that include Farber disease and spinal muscular atrophy with progressive myoclonic epilepsy (SMA-PME)17, 18. Elevation in AC expression have been documented in several types of cancers including melanoma, prostate cancer, acute myeloid leukemia and glioblastoma4, 19, 20. AC expression has been linked to tumor progression and resistance to chemotherapy and radiotherapy19, 21, 22. Indeed, ceramide accumulation is considered one of the mechanisms through the anthracycline chemotherapeutic agent, doxorubicin23, exerts its pro-apoptotic effects. Doxorubicin affects sphingolipid metabolism24 and heightens the intracellular levels of sphingosine (Shp)23, the precursor for S1P, and long chain ceramides such as Cer d18:1–16:023,24,25. The latter compounds are involved in two distinct, but mechanistically linked, processes: autophagy and apoptosis26,27,28. Such process share common upstream trigger-signals that can lead to develop a cell phenotype in which both are expressed26. In many other cases, however, cells switch between autophagy and apoptosis in a mutually exclusive manner26.
AC expression is higher in normal human melanocytes and proliferative melanoma cell lines, compared with other skin cells and non-melanoma cancer cells4. High AC expression was also observed in biopsies from human subjects with Stage II melanomas4, 6.
Recent advances in cancer targeted therapy associates PEGylated C16-ceramides and doxorubicin to enhance the therapeutic response to doxorubicin29. Considering that AC plays a major role in melanoma chemoresistance4, 5 and considering that ceramides increase doxorubicin cytotoxicity, we hypothesize that AC inhibition might restore melanoma sensitivity to doxorubicin. Indeed, in the absence of AC, melanoma cells wouldn’t be able to counteract the doxorubicin-induced ceramide accumulation and the consequent activation of apoptotic signals.
As resistance to chemotherapeutic agents and relapse of advanced melanoma remains an urgent medical need30, in the present study we asked whether AC deletion via CRISPR-Cas9 gene editing might affect the response of human A375 melanoma cells to doxorubicin. Our results show that genetic AC removal impairs autophagy and forces cells treated with doxorubicin to undergo apoptosis.
Results
AC-null cells are susceptible to doxorubicin
Wild-type (WT) and A375 AC-null cells were treated for 48 h with ascending concentrations (50–200 nM) of doxorubicin. Cell viability assay showed that WT cells were significantly more resistant to doxorubicin treatment than AC-null cells (Fig. 1a). Moreover, flow cytometry quantification of caspase 3/7 positive cells showed that AC-null cells exhibited a larger number of apoptotic events (caspase 3/7+) after 48 h and 72 h incubation with doxorubicin (50 nM) (Fig. 1b–e). At 48 h, AC-null cells displayed increased apoptosis (30.3%) compared to WT controls (12.3%) (Fig. 1d,e). A similar effect was observed at 72 h, with as many as 48.2% of AC-null cells tested positive to apoptosis, compared to 16.1% in WT controls (Fig. 1b lower panel, e). The analyses also revealed that, 72 h after doxorubicin treatment, the percentage of non-apoptotic cells containing the drug was significantly higher in WT A375 cells (15.3%) than in AC-null cells (1.4%) (Fig. 1f,g). This difference might result from the emergence of doxorubicin detoxification processes or from alterations in cell division. Finally, we used the Annexin V assay to evaluate induction of early apoptosis after doxorubicin (50 nM—24 h) exposure. Figure 1 h,i shows that 42.1% of AC-null A375 cells tested positive for annexin V compared to 29.3% of WT cells. The results support previous findings indicating that AC ablation sensitizes A375 cells to chemotherapeutic agents by, among other pathways, enhancing apoptosis5.
AC-null cells show no long-term recovery after doxorubicin treatment
Next, we evaluated the proliferative recovery of WT and AC-null A375 cells after doxorubicin exposure. Flow cytometry analyses revealed that, after 24 h incubation with doxorubicin, only 39% of AC-null cells completed the cell cycle compared to 61.9% of WT cells (Fig. 2a,b). Under the same conditions, the replication rates of AC-null cells were 40.2% and 47.2% after 48 h and 72 h of treatment respectively, compared to 60.2% and 62.3% for WT controls (Fig. 2c–f). This result suggests that a higher percentage of WT cells undergo cell division after doxorubicin treatment, compared to cells lacking AC. This result prompted us to monitor the cellular long-term recovery following exposure to the chemotherapeutic agent. First, we measured the recovery of WT and AC-null cells 8 days after doxorubicin incubation (24 h at 10 nM or 50 nM). Crystal violet staining showed that doxorubicin (10 nM) decreased the number of adherent cells by 93.6% in AC-null cells, compared to 62.0% in WT controls (Fig. 3a,b). No such difference was noted at 50 nM doxorubicin (Fig. 3b). We then asked whether a higher concentration of doxorubicin (500 nM) would affect long-term recovery in WT and AC-null cells. To probe so, we treated A375 and A375 AC-null cells with 500 nM doxorubicin for 24 h, recovery rate was measured 30 days after. Flow cytometry analyses revealed that WT cells exhibited a substantially stronger recovery than AC-null cells (Fig. 3c,d). Images taken by optical microscopy confirmed the increased susceptibility of A375 AC-null cells when exposed to doxorubicin, compared to their WT counterparts (Fig. 3e).
A375 AC-null cells show impaired autophagic flux
Chemotherapy-induced autophagy limits the effectiveness of anticancer treatments, rendering cancer cells more resistant to induced damage31,32,33. Furthermore, there is a well-established positive correlation between AC expression and autophagy34,35,36. To evaluate the autophagic flux in WT and AC-null A375 cells, we measured the levels of expression of various autophagic proteins after doxorubicin treatment. As shown in Fig. 4a, confocal microscopy studies performed on WT and AC-null cells stained with lysotracker green showed an aberrant accumulation of large acidic vesicles in AC-null A375 cells, indicating a possible defect in cargo digestion. Consistent with this conclusion, Western blot analyses performed after doxorubicin exposure showed a lower expression of LC3 I in AC-null A375 cells compared to WT controls (Fig. 4b,d,e). Interestingly, under baseline conditions LC3 II is not detected in AC-null cells, whereas is readily detectable in WT controls. This finding suggests a defect of autophagy in A375 cells lacking AC.
Interestingly, doxorubicin incubation decreases Beclin-1 protein levels in both WT and AC-null A375 cells. Moreover, we extended our analysis to M14 melanoma cells that, among other differences with A375, exhibit high levels of AC expression4. As shown in Fig. 4c–f, M14 cells increase levels of LC3-II and Beclin-1 when treated with doxorubicin. Interestingly, M14 cells treated with the 5-fluorouridin prodrug Carmofur, one of the most potent AC inhibitor38, decrease the expression of LC3 I-II and Beclin-1 compared to controls.
Moreover, we analyzed the content of p62 protein, which levels are modulated by autophagy since it acts as a substrate during autophagic degradation39. We assessed p62 content 3 h after doxorubicin or carmofur treatment as suggested by Klionsky et al40. As shown in Fig. 4g,h, p62 decreases in M14 cells after Doxorubicin exposure, while Carmofur administration acts oppositely. As expected, p62 decreases in A375 cells treated with doxorubicin, and accumulates once A375 cells are exposed to carmofur.
To better estimate the type of autophagic impairment caused by the lack of AC, we transfected A375 AC-null cells and WT cells with pCMV RFP-LC3-GFP plasmid. As illustrated in Fig. 5a, once RFP-LC3-GFP localizes into autolysosomes, the fluorescence of GFP is quenched due to its low pH whereas that of RFP is stable. Autophagosome formation causes an increase in the number of GFP-positive/RFP-positive puncta37. Once autophagosomes fuse with lysosomes, puncta become GFP-negative/RFP-positive. Autophagy induction results in the increase in both yellow and red puncta, while inhibition of autophagy decrease both yellow and red puncta41.
Transfected cells were analyzed by high content confocal microscopy screening. The analysis revealed that A375 cells accumulate more RFP + puncta (autolysosomes) and GFP + /RFP + puncta (autophagosomes) after doxorubicin exposure. This pattern indicates that A375 induce autophagy in response to doxorubicin, while A375 AC-null cells did not show any variation of yellow/red puncta among treatments (Fig. 5b–d).
AC-null cells display a pro-apoptotic lipidic profile
We also investigated the effects of doxorubicin on sphingolipid levels in WT and AC-null A375 cells. Cells were incubated with doxorubicin (500 nM) for 24 h and lipid extracts were analyzed by liquid-chromatography/mass spectrometry. First, we measured the cell viability of A375 AC-null cells and controls 24 h after 500 nM doxorubicin treatment. As shown in Fig. 6a, at this time-point doxorubicin did not affect cell viability among groups. The analyses revealed unstimulated AC-null cells contained a higher total amount of ceramides compared to WT controls (Fig. 6b). Of note, under these baseline conditions, AC-null cells preferentially accumulated the AC substrate Cer d18:1–16:0 ceramide5, 42, rather than Cer d18:1–14:0, Cer d18:1–18:0, Cer d18:1–18:1 and Cer d18:1–20:0 species (Fig. 6c). After doxorubicin exposure, Cer d18:1–16:0 levels increased in WT cells, reaching levels similar to those found in AC-null cells (Fig. 6c). Consistent with other reports43, 44, we also found that AC-null cells contain higher levels of very long chain ceramides such as Cer d18:1–22:0, Cer d18:1–22:1, Cer d18:1–24:0 and Cer d18:1–24:1 (Fig. 6c). The elevated levels of both long and very long ceramides are thought to balance the pro-apoptotic signal induced by accumulation of long chain ceramides only45. Doxorubicin exposure also increased sphingosine content in both WT and AC-null cells (Fig. 6d). This finding is consistent with previous works and may correlate with mitochondrial-dependent apoptosis46, 47. The levels of phosphatidylserine, lysophosphatidylserine and lysophosphatidylcholine, phospholipid species that are involved in cell death48 were substantially higher in AC-null cells treated with doxorubicin than in untreated AC-null cells or WT controls (Fig. 6e–g).
A375 AC-null cells have Atg5-cleaved that switches autophagy to apoptosis
Starting from the finding that AC-null A375 cells exhibit impaired autophagy and a pro-apoptotic lipid profile, we asked whether a link between autophagy and apoptosis might emerge in these cells after doxorubicin treatment. To address this question, we analyzed the integrity of the Atg5 protein, which is involved in both autophagy and apoptosis49. As illustrated in Fig. 7a, full-length 33 kDa Atg5 is required for autophagosome formation50, while the truncated 24 kDa form activates apoptosis49, 51. Western blot analyses showed that, both under baseline conditions and after doxorubicin incubation, AC-null A375 cells contained significant levels of the truncated form of Atg5, which was not detectable in WT controls (Fig. 7b).
Discussion
The present work investigated the role of the lysosomal cysteine amidase AC, in the response of A375 melanoma cells to the anthracycline chemotherapeutic doxorubicin. As expected from previous studies5, AC deletion caused a marked enhancement of doxorubicin-induced apoptosis. Furthermore, those AC-null cells that resisted apoptosis failed to restore cell replication up to 30 days after exposure to the drug. To elucidate the mechanism underlying this long-lasting cell-cycle impairment, we probed the autophagic flux in wild-type and AC-null A375 cells. We found that cells lacking the enzyme exhibit an aberrant accumulation of autophagosomes which is reminiscent of the cytopathological events occurring in Farber disease52. Similar results were obtained in AC-overexpressing M14 melanoma cell treated with doxorubicin and the potent AC inhibitor carmofur. Experiments aimed at exploring possible links between autophagy and apoptosis, revealed that AC-null cells contained detectable levels of the calpain-cleaved 24-kDa Atg5 protein, which hinders autophagy to activate apoptosis49, 51.
The inability of AC-null cells to restore the cell cycle following doxorubicin treatment prompted us to hypothesize that AC ablation may create an aberrant ceramide accumulation in lysosomes, which might result in impaired autophagy. The mechanism underpinning this dysregulation is unknown, but three hypotheses can be formulated. First, since AC is the only enzyme that digests long-chain ceramides in lysosomes, it is possible that the accumulation of these lipid substances might overburden the lysosome and mechanically disable cargo digestion. Second, ceramides are presented to AC by the protein saposin-D. Saposine-defective mice exhibit altered autophagy and an abnormally high number of unprocessed autophagosomes53. It is possible that ceramide accumulation in AC-null cells sequesters saposin-D, causing a phenotype similar to the one described in saposin-deficient mice. Third, Liu and collaborators54 have shown that lysosomal long-chain ceramides activate cathepsin-D, a lysosomal protease that suppresses autophagy. It is thus possible that the marked reduction in autophagy observed in AC-null cells might be caused by ceramide-induced cathepsin-D activation. Further experimentation is needed to test these hypotheses.
The findings show that AC deletion causes profound alterations in the lipid profile of A375 cells following incubation with doxorubicin. Consistent with previous studies on mammary tumours, we found that doxorubicin treatment increased total ceramide content in wild-type A375 cells45. Moreover, as previously described5, untreated AC-null cells accumulated larger amounts of ceramides than did wild-type controls. A more granular inspection of the lipidomic data revealed that exposure to doxorubicin decreased the levels of ceramide d18:1–22:0 and d18:1–24:0 in wild-type cells, whereas it exerted an opposite effect in AC-null cells. The role of very long-chain ceramides in the regulation of apoptosis is still unclear. There are evidences that long-chain ceramides may activate apoptosis whereas very long ceramides may not55. Other studies suggest that different ceramide species may be involved in distinct phases of the apoptotic process: apoptotic cells may initially produce ceramide d18:1–16:0 and d18:1–18:0 followed by formation of ceramide d18:1–24:0 when the process reaches its final stages56. Our data show that AC-null cells accumulate ceramide d18:1–22:0 and d18:1–24:0, and are more prone to activate apoptosis, whereas chemotherapy-resistant wild-type cells reduce their intracellular amounts of ceramide d18:1–22:0 and d18:1–24:0 after incubation with doxorubicin.
It is described that doxorubicin enhances ceramide production mainly through de novo synthesis pathway, which results in a prolonged ceramide elevation and plays a main role in ceramide-mediated apoptotic signalling57. Probably AC plays a role in doxorubicin resistance by limiting ceramide accumulation derived from ceramide synthases. The lack of AC might generate an amplification loop that increases the apoptotic induction. Of note, our lipidomic analyses show that doxorubicin may alter the intracellular content of several other lipid classes, in addition to ceramides. Whereas the drug increased the amount of LCB in both wild-type and AC-null cells, it exerted a different effect on lyso-PS and lyso-PC, the levels of which were increase in AC-null cells after doxorubicin treatment. The presence of lyso-PS on the surface of apoptotic cells enhances efferocytosis by macrophages58. Lyso-PC, another lysophospholipid that we found to accumulate preferentially in AC-null cells after doxorubicin incubation is known to stimulate apoptosis in various cell types, including endothelial59 and Huh-7 hepatoma cells60. Together, our lipidomic analyses suggest that doxorubicin creates a pro-apoptotic lipid signature in AC-null cells, which is not limited to the increase of long-chain ceramides, but also involves the very-long chain ceramide species d18:1–22:0 and d18:1–24:0 as well as other pro-apoptotic phospholipid mediators.
Finally, our results suggest that wild-type and AC-null A375 cells follow two separate paths after doxorubicin exposure. Wild-type cells turn on autophagy and fully recover from doxorubicin-induced damage. By contrast, AC-null cells fail both to activate autophagy and recover. This dichotomy is paralleled by a marked difference in the integrity of Atg5, a 33-kDa protein that is required for autophagosome formation and can switch autophagy to apoptosis when cleaved into a 24 kDa protein by calpain49. We found that the truncated form of Atg5 is readily detectable in AC-null A375 cells, but not in wild-type control cells. A similar connection between autophagy, apoptosis and AC expression was recently observed when AC-null cells are exposed to nutrient deprivation61.
In conclusion, the present work highlights changes that affect melanoma cells during incubation with doxorubicin in A375 melanoma cells lacking AC. We found that the remarkable reduction in recovery rate after doxorubicin treatment is strictly bond with the impairment of autophagy, that force the AC-inhibited cells into apoptotic path.
Experimental procedures
Cell cultures
Human epithelial melanoma A375 cells were purchased from American Type Culture Collection (Manassas, VA) and A375 AC-null cells were obtained by CRISPR-Cas9 gene-editing, as described5. Cells were cultured in Dulbecco’s Modified Eagle’s Medium (DMEM) supplemented with 10% fetal bovine serum (FBS, 2 mM l-glutamine and antibiotics (penicillin, streptomycin) at 37 °C and 5% CO2.
Doxorubicin treatments
Doxorubicin (Merk, D2975000) was used in a range from 0.1 to 0.8 µg/mL, based on average doxorubicin plasma concentration measured 1–10 h post-infusion in human patients60.
Flow cytometry: long-term recovery, apoptosis, and cell cycle assay, annexin-V assay
Cells (105/well) were seeded 24 h before treatment with doxorubicin (500 nM). After 24 h, the cells were rinsed in phosphate-buffered saline (PBS) at pH 7.4. Cells were grown for 20 days in DMEM at 37 °C in a humidified 5% CO2 atmosphere. They were rinsed with PBS and the medium was replaced with DMEM for 10 days before flow cytometry, which was performed using the Attune NxT Acoustic Focusing Cytometer (Invitrogen, Thermo Fisher Scientific).
Apoptosis was measured using the CellEventTM Caspase-3/7 Green Flow Cytometry Assay Kit (Thermo Fisher Scientific). Cells (105/well) were seeded 24 h before treatment with doxorubicin (50 nM). After 24 h, 48 h or 72 h cells were harvested in 1 mL of PBS containing 2% bovine serum albumin (BSA, Sigma). Cell samples were incubated with CellEventTM (Invitrogen, Thermo Fisher Scientific) Caspase-3/7 Green Detection Reagent for 30 min at 37 °C, protected from light. Flow cytometry analysis was performed as outlined above. Apoptosis was also evaluated using the FITC Annexin V/Dead Cell Apoptosis Kit (Invitrogen, Thermo Fisher Scientific). Cells (105/well) were seeded 24 h before treatment with doxorubicin (50 nM). The samples were harvested, washed with PBS and pelleted by centrifugation. Cells were resuspended in annexin-binding buffer and added the FITC annexin V. Results were analyzed by flow cytometry. Cell cycle assays were performed using CellTraceTM Cell Proliferation Kits (Invitrogen, Thermo Fisher Scientific). Cells (105/well) were harvested and pelleted by centrifugation. The samples were resuspended in PBS containing CellTraceTM CFSE dye (2uM) and incubated for 20 min at room temperature, protected from light. Samples were incubated with DMEM without FBS for 5 min. Cells were pelleted and resuspended in DMEM 10% FBS. Stained cells (105/well) were seeded and before the analysis treated with doxorubicin (50 nM) for 24, 48 and 72 h each. Results were analyzed by flow cytometry.
Cell viability assay
Cell viability was assessed using the WST assay (Cell Counting Kit-8 Sigma). Cells (15 × 103) were seeded in 96-well plates 24 h before treatment with various concentration of doxorubicin (50 nM, 75 nM, 100 nM, 200 nM). 48 h later, the samples were incubated with WST for 1 h at 37 °C. Same experiment was performed after 24 h of 500 nM of doxorubicin treatment. Results were analyzed using Varioskan Lux software (Thermo Fisher Scientific).
Confocal microscopy screening
Cells (1 × 104/well) were transfected with pCMV RFP-LC3-GFP plasmid using Lipofectamine LTX (Thermofisher, USA) following manufacturer’s instructions. RFP-LC3-GFP transfected cells were cultured in cell-carrier Ultra plates (Perkin-Elmer, UK) overnight. Media was then replaced with DMEM culture medium containing the indicated chemicals for the indicated time periods. Nuclei were stained using DAPI (Thermofisher, USA). Images were acquired with Operetta CLS confocal fluorescent microscope (Perkin-Elmer, UK). The analysis was performed using Harmony software (Perkin-Elmer, UK) on over 45 fields/well, taking images with 63 × objective and analyzing an average of 103 transfected cells. We counted the amount of either GFP-LC3 puncta overlayed or not with RFP-LC3 in every transfected cell detected by the instrument.
Western blot
Cells (5 × 105) were rinsed with PBS and incubated with RIPA Lysis buffer (Millipore, Massachusetts, USA) containing protease inhibitors (PierceTM Protease Inhibitor, Thermo Scientific) for 10 min on ice. The cells were harvested with a cell scraper and lysed at 4 °C overnight. Samples were centrifuged at 13,000×g for 10 min. Supernatants were collected, and protein content was measured by the Bradford method (Bio-Rad, Hercules, USA). Proteins were separated on polyacrylamide gels (NuPAGETM 4–12% Bis–Tris Gel Invitrogen). Immunoblotting was performed using a rabbit polyclonal anti-LC3B antibody (1:1000; 700712, Invitrogen, Thermo Fisher Scientific), rabbit anti-ATG5 (1:1000; AO731, Sigma, St. Louis, USA), mouse anti-β-actin (1:1000; A1978, Sigma, St. Louis, USA), mouse anti-SQSTM1/p62 (1:1000, ab56416, Abcam, Cambridge, UK) Density of the bands was quantified with ImageJ. Some of the blots in the following articles were analyzed using the Chemidoc acquisition system, as illustrated in Supplementary Information, in which a single blot uncropped is shown.
Quantitative shotgun lipidomics
The analysis of lipids extracts was performed on total cell lysates, following a protocol previously reported62,63.
Statistical analyses
Results were analyzed using GraphPad Prism software and all numerical values were expressed as mean ± SD. For FACS and Western blot experiments, statistical significance was assessed using the Student's t test (*p < 0.05, **p < 0.01, ***p < 0.001). One-way ANOVA followed by Tukey’s test was used for statistical analyses of cell viability and lipidomic investigation. The homogeneity of variances was performed using Levene’s test. Differences were considered significant at *p < 0.05, **p < 0.01, ***p < 0.001, and ****p < 0.0001.
Change history
07 October 2021
A Correction to this paper has been published: https://doi.org/10.1038/s41598-021-99797-6
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Acknowledgements
CISUP—Centre for Instrumentation Sharing—University of Pisa.
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This research was funded by “I-GENE, In-vivo Gene Editing by Nanotransducers”, European call identifier H2020-FETOPEN-2018-2020, Proposal ID 862714.
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Conceptualization, M.L. and R.A.; methodology, V.L.R.; validation and statistical analysis, R.A; lipidomic assays M.B; data curation, funds management PQ; revision of manuscript, G.F., D.P. and MP; writing—original draft preparation, V.L.R; writing review and editing, M.L., R.A.; Confocal screenings: M.L., P.S. All authors have read and agreed to the published version of the manuscript.
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The original online version of this Article was revised: The original version of this Article contained errors. In Figure 5 the labels at the top and bottom of the figure were incorrectly captured. In addition, the Author Contributions section was incomplete. “Conceptualization, M.L. and R.A.; methodology, V.L.R.; validation and statistical analysis, R.A; lipidomic assays M.B; revision of manuscript, G.F., D.P. and MP; writing—original draft preparation, V.L.R; writing review and editing, M.L., R.A.; Confocal screenings: M.L., P.S. All authors have read and agreed to the published version of the manuscript.” now reads: “Conceptualization, M.L. and R.A.; methodology, V.L.R.; validation and statistical analysis, R.A; lipidomic assays M.B; data curation, funds management PQ; revision of manuscript, G.F., D.P. and MP; writing—original draft preparation, V.L.R; writing review and editing, M.L., R.A.; Confocal screenings: ML, P.S. All authors have read and agreed to the published version of the manuscript.”
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Lai, M., Amato, R., La Rocca, V. et al. Acid ceramidase controls apoptosis and increases autophagy in human melanoma cells treated with doxorubicin. Sci Rep 11, 11221 (2021). https://doi.org/10.1038/s41598-021-90219-1
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DOI: https://doi.org/10.1038/s41598-021-90219-1
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