Chemicals. Lipid standards were purchased from Avanti Polar Lipids (Alabaster, Alabama, USA). HPLC grade solvents were from Thermo Fisher Scientific (Hemel Hempstead, Hertfordshire, UK). All other chemicals and reagents were from Sigma-Aldrich.
Cell Lines. 4-hydroxytamoxifen (TAM)-inducible Gpx4-/- murine immortalised fibroblasts (Pfa1) have been characterised previously1. These cells carry two loxP-flanked Gpx4 alleles and stably express TAM inducible Cre recombinase allowing the genetic deletion of Gpx4. Human fibrosarcoma (HT1080) cells and human melanoma MB-435S were acquired from ATCC. The multiple myeloma cell line KMS26 was purchased from JCRB. Burkitt lymphoma cell lines were a kind gift of Prof. Gilbert Lenoir (International Agency for Research on Cancer – IARC, Lyon, France). In the case of MDA-MB-435 (SAMN03151832) we confirmed it as MDA-MB-435S, which is the proven melanoma line. Cells are tested at least once a yer for mycoplasm contamination by qPCR at Eurofins Genomics.
Assessment of lipid peroxidation using C11-BODIPY (581/591). 100,000 cells per well were seeded on 6-well dishes (Sarstedt) one day prior to the experiment in the presence of the tested lipid. On the next day, cells were washed and treated with the indicated concentration of RSL3 to induce ferroptosis. Cells were subsequently incubated with C11-BODIPY (581/591) (1 μM) for 20 min at 37°C before they were harvested by trypsinisation. Subsequently, cells were resuspended in 500 μL of fresh PBS (DPBS, Gibco) and analysed using an excitation of 488-nm (FACS Canto II, BD Biosciences). Data was collected from the FL1 detector (C11-BODIPY) with a 502LP and 530/30 BP filter. At least 10,000 events were analysed per sample. Data was analysed using FlowJo Software.
Fatty acid–dependent sensitisation of ferroptosis. HT1080 cells were seeded onto 15 cm plates. After cells adhered to the cell culture dish (approximately 6 h after plating), they were treated for 16 h with different concentrations of fatty acids (γ-linoleic acid and α-linolenic acid) solved in 10% fatty acid–free BSA and collected for lipidomics analysis or subsequently treated with 100 nM RSL3 for viability assessment 4 h thereafter using PI or Alamar blue as described below.
Cell viability assays. Alamar blue method: Cells are seeded on 96-well plates at the indecated density and treated with different compounds - (dimethyl sulfoxide [DMSO], RSL3, ML210, TBOOH, L-buthionine sulfoximine [BSO] auranofin (from Sigma) and Brefeldin-A, PLX4032, Carfilzomib, Bortezomib, Docetaxel (from Sellekchem) and Atheronal B were added to the cells 6 hours after plating. Cell viability was assessed 48 h (unless stated otherwise) after treatment using Alamar Blue as an indicator of viable cells. Alamar blue solution was made by dissolving of 1 g resazurin sodium salt in 100 mL sterile PBS and sterile filtrated through a 0.22 µm filter. Stock solutions were stored at 4°C. The working solution was made freshly by adding 200 µL of the stock solution to 50mL growth media. After 2-4h incubation time, viability was estimated by measuring the fluorescence using a 540/35 excitation filter and a 590/20 emission on a Spark® microplate reader (Tecan, Zürich, Switzerland). Alternatively, for propidium iodide staining cells were incubated with 5 ng/µL of PI for 5 min, after that the cells were diluted in 250 µL of PBs and analized on a flow cytometer.
IncuCyte measurements of lipid toxicity in cells. Kinetics of cell death were collected using the IncuCyte bioimaging platform (Essen). For this, cells were seeded in 96-well plates (104 cells per well) one day before treatment. After treatment with the respective oxidized lipid specie, four images per well were captured, analyzed and averaged. Cell death was measured by the incorporation of DRAQ7. Data was collected as count of Draq 7 positive cells per total number of cells in each conditions.
Determination of cell numbers: 50,000 BL cells were seeded on a 6-well plate in triplicates at density of 25,000 per ml. The cell number was determined for a period of 28 days using a Neubauer improved chamber. The cells were kept at a constant split ration of 1 to 2 every third day.
Preparation of lentiviral particles. HEK 293T cells were used to produce replication-incompetent lentiviral particles pseudotyped with the ecotropic envelope protein of the murine leukaemia virus (MLV) or the pantropic envelope protein VSV-G. A third generation lentiviral packaging system consisting of a transfer plasmid, pEcoEnv-IRES-puro (ecotropic particles) or pMD2.G (pantropic particles), pMDLg_pRRE and pRSV_Rev was co-lipofected into HEK 293T cells using HiPerFect (Roche). Viral particle containing cell culture supernatants were harvested 48 and 72 h after transfection and used to transduce the cell line of interest by directing incubating cell with HEK293T supernatants filtered through a 0.44µM membrane.
CRISPR–Cas9 genome-wide screen. In a similar approach as used in Doll et al2., Pfa1 cells stably expressing Cas9 were transduced with a lentiviral CRISPR-guide RNA library pseudotyped with the ecotropic envelope protein of the murine leukaemia virus. This library contained 87,897 mouse sgRNAs targeting 19,150 mouse protein-coding genes. Transduction efficiency was adjusted to a multiplicity of infection (MOI) of 0.3. Three days after infection, cells were selected with increasing concentrations of RSL3 (200 nM) for 14 days. Genomic DNA was extracted from selected and unselected cells pools. Sample preparation was performed with primers designed to bind to the pKLV2-U6sgRNA (BbsI)-PGKpuro2ABFP library generating an amplicon of 194 bp encompassing the variable region (encoding the sgRNA). Coupling different barcode sequences in the forward primer, all PCR products were combined in an equal 1:1 ratio to form the sequencing (NGS) library suitable for sequencing on an Ion Torrent P1 chip (PrimBio Research Institute, LLC). Raw sequence results are provided as separate FASTQ files for each barcode. Screen deconvolution was carried from single reads of the FASTQ file by counting the number of each sgRNA sequenced per sample using the MAGeCK algorithm3.
Primer sequences for sample preparation were as follows:
RSL3 selection:
forward,
CCATCTCATCCCTGCGTGTCTCCGACTCAGTACCAAGATCGGCTTTATATATCTTGTGGAAAGGACG;
reverse,
CCTCTCTATGGGCAGTCGGTGATAGCACCGACTCGGTGCCACTTTTTCAA.
Unselected control:
forward,CCATCTCATCCCTGCGTGTCTCCGACTCAGCAGAAGGAACGGCTTTATATATCTTGTGGAAAGGACG;
reverse, CCTCTCTATGGGCAGTCGGTGATAGCACCGACT CGGTGCCACTTTTTCAA.
Generation of knockout cell lines. Single sgRNA guides were chosen using the VBC score (https://www.vbc-score.org/)4. Guides were cloned using annealed oligonucleotides (Eurofins genomics) with specific overhangs complementary to the BsmbI-digested pLentiCas9V2 backbone (Addgene catalog number # 52961 #83480). Cells were transduced with lentivirus expressing these constructs and selected for 7 days. Knockout efficiency was monitored by immune blotting when antibodies were available. In the case of DHCR7 and SC5D the knockout was confirmed by measuring 7-DHC or lathosterol accumulation respectively. Cells were used as pools unless stated otherwise. A list of the sequences of the guides used in the study is provided below (sgRNA+NGG):
hDHCR7_sgRNA1 - CCACAAGGTATAGAGCTGGGCGG
hDHCR7_sgRNA2 - TGCGAAGGACAGGTTGATGAGGG
mDHCR7_sgRNA2 - TAGGCTGGGGAGATTGTGTGTGG
mDHCR7_sgRNA2 - AGCGAAGGACAGGTTAATGAGGG
hSC5D_sgRNA1 - ACAGTAAGAATACTTATCCATGG
hSC5D_sgRNA2 - TTCATCTACTGGATTCACAGAGG
hACSL4_sgRNA1 - GTGAAAGAATACCTGGACTGGGG
hACSL4_sgRNA2 - GGTGCTGGGACAGTTACTGAAGG
EGFP_sgRNA2 - CAACTACAAGACCCGCGCCG
Immunoblotting. Immunoblot analysis of cell lysates was performed essentially as described previously1, using antibodies to GPX4 (1:1,000; no. ab125066, Abcam), β-actin (1:10,000; no. A5441, Sigma-Aldrich), ACSL4 (1:200; no. sc-271800, Santa Cruz), Flag-Tag. Chemilumiscent images were acquired on a chemiluminscent detection system (Azure 300, Biozym, Germany).
FENIX assay (related to Figure 3). General. Phosphate buffered saline (PBS) was 12 mM phosphate, 150 mM NaCl, pH 7.4, and passed over a Chelex-100 column pre-equilibrated at pH 7.4. All purifications were completed using solvents purged with N2 for 20 minutes. 1,2-Dipalmitoyl-sn-glycero-3-phosphocholine (DPPC, Avanti) was used as received. STY-BODIPY was prepared as reported in Haidasz et al.,5 and DTUN was prepared as reported in Shah et al.,6.
Purification of Sterols and SoyPC
7-DHC (Sigma, 95%) was purified before use by passing through a short silica plug with 1:4 EtOAc:hexanes. The product was protected from light and stored at -78°C under N2. Cholesterol (Alfa Aesar, 95%) was purified by formation of cholesterol dibromide with Br2, reduction with zinc and recrystallisation by the method of Fieser. Soy phosphatidylcholine (soy PC, Avanti) was purified by the method of Singleton7 to remove inhibitor. In brief, a 1.2 cm x 30 cm chromatography column was charged with a slurry of 28 g of neutral alumina in CHCl3. A solution of 0.5 g soy PC in 10 mL CHCl3 was then loaded onto the column followed by 50 mL CHCl3. The product was eluted with 150 mL 1:9 MeOH:CHCl3 while under N2. The homogenous fractions (TLC on silica, 4:25:71 H2O:MeOH:CHCl3 eluant, Rf = 0.4, stained with KMnO4) were combined and protected from light while concentrating under reduced pressure, then 5 portions of CHCl3 were used to azeotropically dry the residue. The purified soy PC was aliquoted, the residual solvent removed on high-vacuum overnight, and then stored neat at -78°C under N2.
Preparation of SoyPC Liposome Compositions
Solutions of soy PC (31 μmol in CHCl3) and additive (in CHCl3) were combined to give the desired molar ratio (100% * moles of additive / total number of moles in bilayer) in 4 mL vials. The solution was concentrated to a thin film under N2 flow, then under high-vacuum for 1 h in the dark. The residue was hydrated with N2-purged PBS (1.03 mL), vortexed thoroughly, and the vials subjected to 10 cycles of freeze (4 mins in liquid N2), thaw (4 mins, 30°C), and sonication (4 mins, 30°C). The lipid suspensions were then extruded (Avestin LiposoFast) 25 times across a 100 nm polycarbonate membrane, and stored under N2 at 4°C (7-DHC treated samples were used immediately; others within 24 h).
Soy PC/STY-BODIPY Co-autoxidations
Solutions of liposomes (1.027 mM) and STY-BODIPY (1.027 μM) were vortexed together and aliquoted (292 μL) into a 96-well microplate (black, Nunc). PMC (3 μL of 400 μM in DMSO) or vehicle was added and the plate was incubated at 37°C in a plate reader (Biotek Synergy H1) for 20 mins. The reactions were initiated by addition of DTUN (5 μL of 12 mM in EtOH), and the microplate mixed by the instrument for 3 mins before collecting sample fluorescence (λex = 488 nm, λem = 518 nm) every 60 seconds. The rate of initiation was determined from PMC-inhibited (4 μM) reactions to be Ri = (2 × [PMC]) / tinh = (8.3 ± 0.26) x 10-10 Ms-1 and did not vary more than ca. 10% in the various liposome compositions under these conditions. Reactions were run in analytical duplicates and the experiments repeated independently at least three times. The kinetics are reported as the mean ± standard deviation.
UPLC-MS Analysis of Soy PC Autoxidations
A 1.5 mL LC vial was equilibrated in a heating block at 37°C with PBS (483 μL) and liposomes (16.8 μL of 30 mM) for 5 mins. An aliquot (25 μL) of the sample was removed for analysis prior to initiating the reaction with DTUN (7.9 μL of 12 mM in EtOH) and gently vortexing to mix. Aliquots were then removed every 30 mins for a total of 2 hours reaction time. Each aliquot was immediately prepared for analysis by combination with chilled MeOH (75 μL with 13.3 μM prostaglandin B2 as internal standard and 1 mM BHT) in a standard 200 μL LC vial insert and vortexing for 10 sec to lyse the liposome particles and solubilise the lipids. Each sample was analysed immediately on a Waters Acquity H-Class instrument fitted with a 4.6 mm x 250 mm Hypersil Gold C18 column and TQD-MS detector in ESI-positive mode (capillary voltage, 3.90 kV; cone voltage, 44 V; source temperature, 150°C; desolvation temperature, 400°C; desolvation gas, 800 L/h; collision gas flow, 0.1 mL/min; collision energy 34 V). Mobile phase (30 mins total, 1 mM NH4OAc maintained throughout): t = 0 to 12 min, 15:85 to 1:99 H2O:MeOH; t = 12 to 24 min, hold at 1:99 H2O:MeOH; t = 24 to 25 min, 1:99 to 15:85 H2O:MeOH; t = 25 to 30 min, hold at 15:85 H2O:MeOH. Lipid hydroperoxides were detected by their MRM transitions: PLPC-OOH (tR = 15.5 min), 790.6 to 184.1 m/z; DLPC-OOH (tR = 14.5 min), 814.6 to 184.1; DLPC-2OOH (tR = 11 min), 846.5 to 184.1 m/z. The internal standard (tR = 3.8 min) was detected by SIR at 375.5 m/z. The chromatograms were processed by smoothing (scan window 2, 20 smooths, method: mean) and taking the ratio of PLPC-OOH peak integration / IS peak integration. Each reaction was repeated at least twice and is reported as the mean ± standard deviation for the kinetic plot or mean ± standard error for relative rates derived from linear regression.
UV-Vis Analysis of Soy PC Autoxidations
A 3 mL quartz cuvette was equilibrated in a Cary 100 spectrophotometer at 37°C with PBS (2.38 mL) for 5 mins, and then baselined. Liposomes were added (83.3 μL of 30 mM) and the cuvette inverted 5 times to mix before an initial spectrum was recorded. The reactions were then initiated with addition of DTUN (41.7 μL of 12 mM in EtOH), the cuvette inverted 5 times to mix, and spectra from 260 to 300 nm were recorded every 10 mins. The spectra were processed by subtracting each spectrum of the 7-DHC + DTUN loaded liposomes by the first spectrum of vehicle liposomes + DTUN. A standard curve for 7-DHC in liposomes was prepared in a similar manner using the spectra obtained with liposomes prepared with non-purified soy PC that contained inhibitor to minimise 7-DHC autoxidation. The 7-DHC was quantified at 294 nm to minimise interference by lipid conjugated diene formation. The resulting kinetic traces eventually begin to increase due to these products and the formation of 7-DHC derived oxidation products. For this reason, the loss of absorbance at 294 nm plateaus at ca. 60% of the expected conversion of 7-DHC initially in the liposome sample.
Iron mediated liposomal oxidation
Lipid oxidation analysis through Ultra High Performance Liquid Chromatography (UHPLC).
All reagents and lipid standards were purchased from Sigma Aldrich (St. Louis, US) or Avanti Polar Lipids (Alabaster, US). Organic solvents were purchased from Supelco/Merck KGaA (Darmstadt, Germany).
Preparation of unilamellar liposomes
Unilamellar liposomes were prepared as described previously8,9. Aliquots of L-α-phosphatidylcholine from egg yolk (egg PC), lathosterol, 7-dehydrocholesterol (7-DHC) and cholesterol (all dissolved in isopropanol or chloroform) were added to PYREX® test tubes in the following proportions: a) 100% egg PC (5 mM); b) 75% egg PC (3.75 mM) and 25% lathosterol (1.25 mM); c) 75% egg PC (3.75 mM) and 25% 7-DHC (1.25 mM); and d) 75% egg PC (3.75 mM) and 25% cholesterol (1.25 mM). Isopropanol and chloroform were removed with a stream of nitrogen gas and under vacuum for 1 hour, leading to the formation of dried lipid films on the test tube walls. Lipids were resuspended with 2 mL 10 mM Tris-HCl buffer (pH 7.4) and then introduced to a LiposoFast Liposome apparatus (Avestin, Ottawa, Canada), passing 21 times through a membrane of 100 nm pore size.
Iron-induced oxidation of liposomes
Each of the liposome suspensions was divided into triplicates of 600 µL in 1.5 mL Eppendorf Tubes®. Iron (III) sulfate and L-ascorbic acid were added at the final concentrations of 40 and 400 µM, respectively, to all triplicates except the controls. Therefore, five different incubations were prepared: a) liposomes of 100% egg PC without Fe3+/ascorbate; b) liposomes of 100% egg PC with Fe3+/ascorbate (40 µM/400 µM); c) liposomes of 75% egg PC and 25% lathosterol with Fe3+/ascorbate (40 µM/400 µM); d) liposomes of 75% egg PC and 25% 7-DHC with Fe3+/ascorbate (40 µM/400 µM); and e) liposome of 75% egg PC and 25% cholesterol with Fe3+/Ascorbate (40 µM/400 µM). Eppendorf ThermoMixer® (Eppendorf, Hamburg, Germany) was used for the incubations at 37 °C and 600 rpm. From each incubation, 60 µL aliquots were removed at different time points (0, 20 and 40 min, in addition to 1h, 1h30min, 2h15min, 3h, 3h45min, 4h30min and 20h), in a total of 150 aliquots. Once removed, the aliquots were frozen and kept in a -80 °C freezer for subsequent HPLC analysis.
Quantification of lipid substrates and oxidation products via UHPLC coupled to UV detection
Collected aliquots were analysed through reversed-phase HPLC (Nexera UHPLC, Shimadzu, Kyoto, Japan) coupled to UV detection (scan from 190 to 370 nm) using a "Luna 5u C8(2) 100 A 250x4.60 mm" column (Phenomenex, Torrance, US). The following parameters were used for UHPLC analysis: 30 µL sample injection, 1 mL/min isocratic flow (94% MeOH and 6% H2O) and oven temperature of 36 °C, allowing the chromatographic separation of substrates (egg PC and sterols) and products (phosphatidylcholine hydroperoxides, PC-OOH). After running each one of the samples, integration of peak areas was performed at 205 nm for egg PC, lathosterol and cholesterol; at 275 nm for 7-DHC and 235 nm for PC-OOH. Peak area values were plotted as a function of time.
Iron oxidation-induced carboxyfluorescein (CF) release from liposomes
Membrane stability assays of CF release from liposomes were performed according to Bacellar et al.10 and specific steps described below:
Preparation of unilamellar liposomes containing encapsulated CF
Aliquots of L-α-phosphatidylcholine from egg yolk (egg PC), 7-dehydrocholesterol (7-DHC) and cholesterol (all dissolved in isopropanol or chloroform) were added to test tubes according to the following proportions (mol %): a) 75% egg PC and 25% 7-DHC; and b) 75% egg PC and 25% cholesterol. Isopropanol and chloroform were removed with a stream of nitrogen gas and under vacuum for 1 hour. Lipids were then resuspended with 500 µL of 10 mM Tris-HCl buffer (pH 8.0) containing 0.3 M NaCl and 50 mM CF (Acros Organics, Geel, Belgium). Resulting solutions went through an extrusion step of 21 times passes through a 100 nm pore diameter membrane in a LiposoFast Liposome apparatus (Avestin, Ottawa, Canada), leading to the formation of unilamellar liposomes with encapsulated CF. Liposome suspensions were submitted to a subsequent size exclusion chromatography step in a Sephadex G50 column for separation and disposal of non-encapsulated CF. Both purified liposome suspensions, containing cholesterol or 7-DHC, were stored protected from light at room temperature for use on the same day. The final concentration of phospholipids in both liposome suspensions (approx. 800 µM) was determined by a colorimetric assay with ammonium ferrothiocyanate11.
Iron induced-oxidation of liposomes with encapsulated CF:
60 µL of purified liposome suspensions were added to the wells of a 96-well plate. For quintuplicates of each liposome, oxidation was induced by addition of 20 µM Fe2(SO4)3 and 200 µM ascorbic acid at 37 °C in a Spark® microplate reader (Tecan, Zürich, Switzerland). The same reaction was performed in the presence of 10 µM liproxstatin-1 (Lip-1), in addition to a control condition without oxidants. For all reactions, final volumes of 300 µL were completed by the addition of 10 mM Tris-HCl buffer (pH 8.0) with 0.3 M NaCl. 30 µL aliquots from extra quadruplicates were collected at five reaction time points (0, 2, 4, 8 and 16.5 h) for further analysis through liquid chromatography coupled to mass spectrometry (LC-MS).
Fluorescence monitoring of CF release by oxidised liposomes:
As the concentration of CF within liposomes is high enough to promote fluorescence self-quenching, an increase in detected fluorescence indicates liposome permeabilisation and leakage of CF from liposomes to the external solution. This phenomenon was used for indirect quantification of oxidative damage to liposomes under lipoperoxidation. Fluorescence was monitored at 517 nm (I) with excitation at 480 nm for a total of 18 hours. 20 µL of Triton X-100 were added to each of the wells after the last reaction time point in order to completely disrupt liposomes; then fluorescence was measured again (IT). For each value of I, the percentage of CF release was calculated as presented in equation (1), and finally plotted as a function of time.
Carboxyfluorescein release assays (related to figure 3)
The PL mixtures were dissolved in Carboxyfluorescein (80 mM Carboxyfluorescein, pH 7.0) in a final concentration of 5 mg/mL. Continuing, six cycles of freezing (-80 °C) and defreezing (37 °C) were conducted to ensure homogeneity of the liposomes. The PL mixtures were extruded 31 times through a polycarbonate membrane with pores of 100 nm diameter. The liposomes were filtered using a Sephadex G-50 matrix column and outside buffer (140 mM NaCl, 20 mM HEPES, 1 mM EDTA, pH 7.0) to remove the untraped CF. The liposomes (~50 μg/ml) were treated with different lipid species or with Triton X-100 as detergent positive control in a black plate with 96-wells. Fluorescence intensity of Carboxyfluorescein released by liposome rupture was measured at 488 nm emission and 520 nm extinction wavelength every minute for one hour in a Enspire plate reader. The percentage of CF release was calculated with the following formula:
Quantification of 7-DHC-derived oxysterols. 5x106 per 15-cm dishes were seeded one day prior to the experiment. On the next day, medium were replaced with fresh medium with DMSO, RSL3 (200 nM), Lip-1 (500 nM) or Lip1+RSL3 and cells were treated for the indicated time points. Subsequently, cells were washed with PBS and tripsined. Medium was added to stop tripsinisation and pellet at 600g for 5 min. After this step, cells were washed with PBS (600 g for 5 min), and ressuspended in 2,2 mL of PBS. Two aliquots of 1 mL were pelleted and frozen in liquid N2. 50 µL of cell suspension was kept for PI analysis as described previously. DHCEO, 4α-OH-7-DHC and 4β-OH-7-DHC were analysed by LC-MS/MS using an APCI source in the positive ion mode as described previously12. Briefly, lipid content from cell lysate was extracted and the neutral lipids fraction was purified by SPE chromatography. Purified content was re-suspended in methanol and 10 μL was injected onto the column (Phenomenex Luna Omega C18, 1.6 μm, 100 Å, 2.1 × 100 mm) using ACN (0.1% v/v acetic acid) (solvent A) and methanol (0.1% v/v acetic acid) (solvent B) as mobile phase. The gradient was: 5% B for 2 min; 5–95% B for 0.1 min; 95% B for 1.5 min; 95–5% B for 0.1 min; 5% B for 0.5 min. The oxysterols were analysed by SRM using the following transitions: DHCEO 399 → 381, 4α-OH-7-DHC 383 → 365, and 4β-OH-7-DHC 383 → 365. The SRM for the internal standard (D7-chol) was set to 376 → 376 and response factors were calculated to accurately determine the oxysterol levels. Final oxysterol levels are reported as nmol/mg of protein.
Lipidomics and sterol analysis.
For the lipidomic analysis, 10E6 cells were extracted according to the Bligh / Dyer method13 with 170µl 0.1M HCl, 190µL MeOH, 190µL of CHCl3 and 20 µl external standards (0.1 mM D7-cholesterol and 0.05 mM D7-DHC in CHCl3/MeOH (50/50, v/v)). Samples were vortexed and centrifuged. The upper phase was transferred to a fresh tube and re-extracted with 300µL CHCl3/MeOH/H2O (70/40/10, v/v/v). Combined lower phases are subsequently evaporated under a stream of N2 and re-dissolved in 50µL of iPrOH. From this, 3µL are applied to the LC/MS system (Thermo Scientific Dionex Ultimate 3000 hyphenated with a Q Exactive mass spectrometer (QE-MS) equipped with a HESI probe (Thermo Scientific, Bremen, Germany); UPLC-precolumn: Acclaim 120 C8 (5 μm particles, 10 × 2 mm) (Thermo Scientific, Bremen, Germany) - UPLC-column: Acclaim RSLC 120 C8 (2.2 μm particles, 50 × 2.1 mm) (Thermo Scientific, Bremen, Germany)). Lipids were separated using a combination of mobile phase A (consisting of CH3CN/H2O/FA (10/89.9/0.1, v/v/v)) and mobile phase B CH3CN/iPrOH/H2O/FA (45/45/9.9/0.1, v/v/v). The gradient utilised was 20% solvent B for 2 min, followed by a linear increase to 100% solvent B within 5 min, then maintaining 100% B for 33 min, then returning to 20% B in 1 min and 5 min 20% solvent B for column equilibration before each injection. The flow rate was maintained at 350 μL/min at 40 °C. The eluent was directed to the ESI source of the QE-MS and analyzed from 2.0 min to 38 min after sample injection. Peaks corresponding to the calculated monoisotopic metabolite masses (MIM+/-H+ ± 3 mMU) were integrated using TraceFinder V3.3 software (Thermo Scientific, Bremen, Germany).
Epilipidomic analysis
Samples were prepared identically as described for the analysis of 7-DHC oxysterols. Lipids were extracted according to methyl-tert-butyl ether (MTBE) protocol14. All solvents contained 0.1% BHT and were cooled on ice before use. Briefly, cell pellets (5 x106 cells; 5 experimental replicates; total of 180 samples) collected in PBS containing BHT and DTPA were washes, centrifuged, and resuspended in 40 μL of water. 4.5 µL of SPLASH® LIPIDOMIX® (Avanti Polar Lipids Inc., Alabaster, AL, USA) was added, and samples were left on ice for 15 min. Ice cold methanol (375 µL) and MTBE (1250 µL) were added, samples were vortexed and incubated for 1 h at 4°C (Orbital shaker, 32 rpm). Phase separation was induced by addition of water (375 µL), vortexed, incubated for 10 min at 4°C (Orbital shaker, 32 rpm), and centrifuged to separate organic and aqueous phase (10 min, 4°C, 1000 x g). Organic phase was collected, dried in the vacuum concentrator, redissolved in isopropanol (100 μL), centrifuged and transferred in glass vials for LC-MS analysis. Reversed phase liquid chromatography (RPLC) was carried out on a Vanquish Horizon (Thermo Fisher Scientific, Bremen, Germany) equipped with an Accucore C30 column (150 x 2.1 mm; 2.6 µm, 150 Å, Thermo Fisher Scientific, Bremen, Germany). Lipids were separated by gradient elution with solvent A ( acetonitrile/water, 1:1, v/v) and B (isopropanol/acetonitrile/water, 85:15:5, v/v) both containing 5 mM NH4HCO2 and 0.1% (v/v) formic acid. Separation was performed at 50°C with a flow rate of 0.3 mL/min using following gradient: 0-20 min – 10 to 86 % B (curve 4), 20-22 min – 86 to 95 % B (curve 5), 22-26 min – 95 % isocratic, 26-26.1 min – 95 to 10 % B (curve 5) followed by 5 min re-equilibration at 10% B. For relative quantification of oxidised lipids retention time scheduled parallel reaction monitoring (PRM) using elemental composition of 47 previously identified oxidised lipids was used in negative ion mode at the resolution of 17,500 at m/z 200, AGC target of 2e5 and a maximum injection time of 200 ms. The isolation window for precursor selection was 1.2 m/z, and normalised stepped collision energy of 20-30-40 was used for HCD. Data were acquired in profile mode. Acquired data were proceed by Skyline v. 21.1.0.146 (MacCoss Lab15) considering fragment anions of oxidised fatty acyl chains as quantifier. The obtained peak areas were normalised by appropriate lipid species from SPLASH® LIPIDOMIX® Mass Spec Standard (Avanti), e.g. by LPC(18:1(d7)), LPE(18:1(d7)), PC(15:0/18:1(d7)), or PE(15:0/18:1(d7)), and protein concentration measured for the corresponding sample. Normalised peak areas were further log-transformed and autoscaled in MetaboAnalyst online platform (https://www.metaboanalyst.ca, Xia Lab; 16). The heatmaps were created in Genesis v. 1.8.1 (Bioinformatics TU-Graz17), using mean values of log-transformed autoscaled features. The color scheme corresponds to log fold change relative to the mean log value within the samples. Shorthand notations for oxidised lipids are given using LipidLynxX system (https://www.biorxiv.org/content/10.1101/2020.04.09.033894v1).
Bioinformatics
Homology models were generated using SWISS-MODEL18 via its integrated web-based service available at https://swissmodel.expasy.org/. We used the target-template alignment function of swiss model to match the human DHCR7 sequence with the Methylomicrobium alcaliphilum sequence, and modelled the DHCR7 structure using pdb file 4QUV. Prediction of phosphorylation sites was carried out using the NetPhos 3.1 server19 using default parameters. Protein structures were visualised using PyMOL (version-2.3.4, Schrodinger, LLC). Amino acid neighbors were identified using a cut-off distance of 5Å. The DHCR7 transmembrane boundaries were predicted based on the 4QUV positioning in a lipid bilayer that had been predicted by minimising its transfer energy from water to the membrane and stored in the Orientations of Proteins in Membranes (OPM) database20.
Xenograft experiments
Animal studies were approved by the district government of lower Franconia (protocol number 55.2-2532-2-335) and were conducted in accordance with the US National Institutes of Health Guide for the Care and Use of Laboratory Animals. Briefly, female NOD.Cg-Prkdcscid Il2rgtm1WjI/SzJ (NSG)-mice (8 to 12 weeks old) were purchased from Charles River, Sulzfeld. A mixture of 50 µL ECM gel (Merck, Darmstadt, Germany) and 50 µL RPMI-1640 medium containing 5x105 cells was injected, subcutaneously on the right and left flanks of the mice, genotypes of the cells were kept blinded. Four to five weeks after injections, animals were euthanized, the tumour explanted and its mass determined.
Data presentation and statistical analyses. Data are presented as mean ± s.d. unless stated otherwise. As a general rule for cell-based experiments, graphs show the mean ± s.d. of n = x wells (x values are given in the figure legends) representative of a single experiment performed independently y times (y value is given in figure legends) for reproducibility. Statistical analysis was performed using GraphPad Prism 5.0 software.