Untargeted metabolomics
70 normal people were recruited at Affiliated Hospital of Nanjing University of Chinese Medicine. 70 newly diagnosed MM patients were enrolled from Shanghai Changzheng Hospital. The serum samples from all subjects were collected and stored in a digital-alarm-controlled freezer at -80°C before analysis. Sample preparation for untargeted metabolomic was detected as described in previous study[49]. The Thermo Scientific™ Vanquish™ Horizon UHPLC system coupled to an Thermo Scientific™ Q Exactive hybrid quadrupole-Orbitrap mass spectrometer and operated in full scan mode was used for untargeted analysis of plasma samples. For the analyses carried out in the negative ESI mode, mobile phase A consisted of water containing 0.1% (vol/vol) formic acid (#F809712, Macklin, Biochemical Co., Ltd, Shanghai, China) and mobile phase B was acetonitrile (#1.00030.4008, Merck, Carrigtwohill, Ireland). The gradient profile was presented as described in previous study[50]. Data processing and statistics were analyzed by SIMCA 14.1 software and MetaboAnalyst 5.0. The metabolites with P value < 0.05 and VIP of >1.0 were considered as statistically significant metabolites.
Measurement of serum DHEAS level
After thawed at 4°C, the serum samples were used for measuring the concentrations of DHEAS by utilizing a human DHEAS ELISA kit (YFXEH00908, YIFEIXUE BIO TECH, Jiangsu, China). 20 serum samples were selected randomly from normal people and MM groups respectively in duplicated wells for each assay. According to the manufacturer’s instructions, two identical treatments were conducted. All the experimental operations were carried out by the same operator.
Myeloma cell lines and cell culture
Human MM cell lines ARP1 and H929 were kind gifts from Prof. Zhiqiang Liu (Department of Physiology and Pathophysiology, School of Basic Medical Science, Tianjin Medical University). MM.1S and MM.1R cells were purchased from ATCC (CRL-2974 and CRL-2975, respectively). Mouse 5TMM3VT cells were donated by Dr. Wen Zhou (Xiangya School of Medicine, Central South University, Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education; Key Laboratory of Carcinogenesis, National Health and Family Planning Commission, Changsha, China). The cells were maintained at 37 °C with 5 % CO2 in RPMI 1640 (#05-065-1A, Biological Industries, Beit Haemek, Israel) supplemented with 10% heat-inactivated fetal bovine serum (FBS; #04-002-1A, Biological Industries, Israel) and 1% penicillin/streptomycin.
Cell proliferation
MM cell growth was detected by performing a colorimetric MTT (3-(4,5-Dimethylthiazol-2-yl)-2,5-Diphenyltetrazolium Bromide) assay. The cells were seeded in a 96-well plate at a density of 5×103 cells per well containing 180 μL complete medium. After 48 h, 20 μL MTT (5 mg/mL) was added into each well. After culturing for 4 h, the supernatant was removed by centrifuge and dimethyl sulfoxide was added to each well. Then a microplate reader (Thermo Fisher Scientific, Inc., USA) was used to measure the absorbance at 570 nm.
Cell cycle analysis
The cells were washed twice with ice-cold PBS and fixed with 75% ice ethanol overnight. Next day, after the cells were washed with PBS, RNase A (200 μg/mL) was added to treat the cells on ice for 1 h. Then the cells were added 50 μg/mL PI (#25535-16-4, Sigma-Aldrich, Merck KGaA, Darmstadt, Germany) to incubate for 5 minutes at room temperature, and detected by a flow cytometer (Guava Technologies, Hayward, CA, USA). Data were analyzed by Modifit software.
Apoptosis assay
MM cells were seeded in a 6-well plate with 1.5×106 cells per well. The administration group was treated with Dexa (#D4902, Sigma-Aldrich, Merck KGaA, Darmstadt, Germany), RRX-001 (#925206-65-1, Shanghai yuanye Bio-Technology, Shanghai, China) in an incubator at 37°C with 5% CO2 for 48 h. The cells were collected in a centrifuge tube, centrifuged at 1200 rpm for 5 min, discarded the supernatant, washed twice with pre-cooled PBS and finally discarded the supernatant. Subsequently, cell pellets were resuspended with 100 μL of 1×Binding buffer, added 5μL Annexin V-APC (#640920, Biolegend, Beijing, China) and 5μL PI (50 μg/mL, #25535-16-4, Solarbio Life Science, Beijing, China) and incubated at room temperature for 5 min, then added 400 μL 1×Binding buffer. At last, the samples were loaded on a flow cytometer for detection.
Animal experiments
ARP1 WT and G6PD-OE cells (1 × 106) were subcutaneously injected into the abdominal area of 6∼8-week old NOD-SCID mice (n = 6 per group) from Beijing Vital River Laboratory Animal Technology, Co., Ltd (Beijing, China). The tumor volumes were measured using calipers at the indicated time points. When the tumor diameters reached 20mm, the mice would be sacrificed. Tumor volume (mm3) was calculated as: (length × width2)/2. The 8-week old male/female C57BL/KaLwRij mice (n = 10 per group) were injected intravenously with 5TMM3VT (1×106 cells per mouse). Treatments with RRX-001 started from Day 2 (2 times/week), and continued until the mice were dead. All animal procedures were conducted in accordance with government-published recommendations for the Care and Use of Laboratory Animals and approved by the Institutional Ethics Review Boards of Nanjing University of Chinese Medicine (No. ACU170501).
ROS determination
MM cells were cultured with different concentrations of DHEA (#D806984, Macklin Biochemical Co., Shanghai, China), DHEAS (#HY-B0765, MedChemExpress, New Jersey, USA) or Dexa for 24 h. The intracellular ROS levels were determined by flow cytometry (Guava Technologies, Hayward, CA, USA). The cells were incubated with 100 μM Dihydroethidium (#104821-25-2, Beyotime Institute of Biotechnology, Shanghai, China) at 37°C in the dark for 30 min, then washed twice and resuspended in PBS. ROS levels were determined by a flow cytometer.
Western Blot
MM cells were harvested, washed and lysed with assistance of RIPA lysis buffer. Total protein samples (20-40 μg) were heated in SDS/b-mercaptoethanol buffer and loaded on 10%-15% SDS-PAGE gels. The proteins were separated by electrophoresis in the gels, and then transferred onto PVDF membrane. The membrane was blocked with 5% non-fat milk and incubated with primary antibodies against G6PD (1:1,000 dilution, #ab210702, Abcam, Shanghai, China), β-catenin (1:1 000 dilution, #51067-2-AP, Proteintech Group, Wuhan, China) and β-actin (1:1,000 dilution, #4970S, Cell Signaling Technology, Mass, USA) overnight at 4°C. Blots were incubated with secondary antibodies using horseradish peroxidase conjugated rabbit anti-mouse (1:10,000 dilution, #S0002, Affinity, OH, USA) or goat anti-rabbit IgG (1:10,000 dilution, #FMS-Rb01, Fcmacs, Nanjing, China) at room temperature for 1h. Finally, blots were developed by chemiluminescence using ECL kit (#180-5001, Tanon, Shanghai, China).
NADP+/NADPH Assay
NADP+/NADPH Assay Kit with WST-8 (#S0179) was purchased from Beyotime Institute (Shanghai, China). The experiment was conducted according to the accompanying instructions.
Statistical analysis
Data were expressed as mean ± SD. Two independent experimental groups were assessed by Student’s t-test, while multiple groups were compared with one-way ANOVA. The difference between groups was set at P < 0.05 (∗), P < 0.01 (∗∗), and P < 0.001 (∗∗∗). All data were analyzed by GraphPad Prism 8.0 software (GraphPad Software Inc., La Jolla, CA, USA).