Public RNA-seq data
RNA-seq data of 264 T-ALL, 267 B-ALL and 337 normal samples were downloaded from the ALL Phase 2 project of the TARGET database (https://ocg.cancer.gov/) and the TCGA TARGET GTEx cohort of UCSC Xena project (http://xena.ucsc.edu/). Box plot was drawn with R (http://www.r-project.org/).
Cells and drug
Cell lines (CCRF-CEM, MOLT4, KG-1, THP-1. MV4-11, K562, U937 and 293T) were purchased from the Type Culture Collection of the Chinese Academy of Sciences, Shanghai, China. The leukemia cell lines MOLT-4, CCRF-CEM, KG-1, THP-1. MV4-11, U937 were maintained in RPMI 1640 medium (Gibco, Cat No. 61870036) supplemented with 10% fetal bovine serum (FBS, Gibco, Cat No. 12483020) and 1% penicillin/streptomycin (Gibco, Cat No. 15140122). K562 cells were maintained in IMDM medium (Gibco, Cat No. 12440046) containing 10% FBS and 1% penicillin/streptomycin. The 293T cell was maintained in DMEM medium (Gibco, Cat No. 10566016) containing 10% FBS and 1% penicillin/streptomycin. All cell lines were regularly tested for mycoplasma contamination. DAPT dissolved in DMSO was purchased from Selleck (Cat No. S2215). Cells were treated with a final concentration of 10 µM DAPT for 72h, then washed and refed medium containing DAPT (mock) or medium lacking DAPT (wash) for 24h.
DNA constructs
MSCV-IRES-GFP, MSCV-ICN1-IRES-GFP and MSCV-ShRNA-ICN1-IRES-GFP were kindly provided by Professor Hudan Liu, Medical Research Institute, Wuhan University, Wuhan, China. pLVX-ShRNA1, pLVX-ShRNA2 and pLVX-IRES-ZsGreen vectors were purchased from Clontech Laboratories. Hemagglutinin (HA)-Ubiquitin, pMD2.G, psPAX2 and pCL-Eco were purchased from Addgene. pCMV-Blank, pCMV-N-MycTag and pCMV-N-Flag were purchased from Beyotime Biotechnology. A modified pLVX-ShRNA2-mCherry vector in which the ZsGreen fluorescent marker was replaced by an mCherry fluorescent marker was made using HiFi DNA Assembly Master Mix (NEB, Cat No. E2621L). ShSIRT1 and ShScramble were cloned into pLVX-ShRNA2-mCherry. ShScramble, ShMYC and Shp27-human were cloned into pLVX-ShRNA2. The SIRT1 coding region was cloned into pCMV-N-MycTag, pCMV-N-Flag and pLVX-IRES-ZsGreen. Mutant SIRT1-H363Y vector was generated using Q5® site-directed mutagenesis kit (NEB, Cat No. E0554). CDK2, SKP2, MYC and mCherry were cloned into pCMV-Blank. CDK2 and p27 were cloned into pCMV-N-Flag. Shp27-mouse and ShRen were cloned into MSCV-ShRNA-ICN1-IRES-GFP.
ShRNA sequences
The anti-SIRT1 ShRNA sequences used in this study were named ShSIRT1. A scrambled sequence was used as a control for off target effects of ShRNA. The sequences were as follows: ShSIRT1-1: TGGCCATTTCCCTACTTATAA, ShSIRT1-2: GAAGTGCCTCAGATATTAA, ShScramble: GCGCGCTTTGTAGGATTCG, ShMYC-1: CAGTTGAAACACAAACTTGAA, ShMYC-2: CCTGAGACAGATCAGCAACAA, Shp27-human: AGCAATGCGCAGGAATAAGG, Shp27-mouse: CGCAAGTGGAATTTCGACTTT and ShRen: AGGAATTATAATGCTTATCT.
Mice and animal procedures.
All animals were housed in specific pathogen-free facilities at the animal experiment center of Tongji University. All the animal experiments were performed in accordance with institutional guidelines for animal care at Tongji University School of Medicine and received ethical approval from the Animal Ethics Committee of Tongji University.
SIRT1co/co mice (Cat No. 008041) and Mx1-Cre transgenic mice (Cat No. 003556) were purchased from the Jackson Laboratory [20, 21]. Sexually mature SIRT1co/co and Mx1-Cre mice were crossed to obtain Mx1-Cre SIRT1+/+ or Mx1-Cre SIRT1co/co mice. For inducible ablation of SIRT1, 6 weeks old Mx1-Cre SIRT1co/co and Mx1-Cre SIRT1+/+ mice were intraperitoneally injected with poly I:C (10 mg/kg, Sigma-Aldrich, Cat No. P1530) every other day for a total of five times. The mice were sacrificed 4 days after the last injection for collection of HSPCs. Genotyping analysis of tail DNA was performed utilizing Mouse SIRT1-co-gDNA primer pair. Genotyping analysis of bone marrow cDNA was performed using a forward primer located in the exon 3 and a reverse primer located in exon 5 (Mouse SIRT1-ko-cDNA primer pair).
Female C57BL/6J mice (8 weeks old) were purchased from Shanghai SLAC Laboratory Animal Company and used as recipients in all mouse leukemia-model experiments.
B6.SJL (CD45.1) mice were provided by Professor Caiwen Duan at Shanghai Jiao Tong University School of Medicine (Shanghai, China) and were used as transplant recipients in a homing assay.
Soft agar assays
Cells were plated in 24-well plates in a two-layer soft agar system (0.6% agarose on the bottom and 0.3% agarose on the top) with 200 cells per well in a volume of 400 µl per well as previously described [31].
Immunoblotting.
Cells were lysed with RIPA lysis and extraction buffer (Thermo Scientific, Cat No. 89901) with the phosphatase inhibitor cocktail (EpiZyme, Cat No. GRF102) and the protease inhibitor cocktail (EpiZyme, Cat No. GRF101) and boiled in 5X SDS-PAGE sample loading Buffer (Beyotime, Cat No. P0015). Total cellular proteins were resolved by SDS-PAGE, transferred to nitrocellulose membranes (Amersham, Cat No. 10600001), blocked with 5% fat free milk in TBS/0.05% Tween-20 and incubated with the indicated primary antibody overnight at 4℃. Then, the membranes were probed with appropriate horseradish peroxidase-conjugated secondary antibodies for 1 h at room temperature. The protein bands were visualized with an enhanced chemiluminescent substrate (NCM biotech, Cat No. P10200) on Imager 600 machine (Amersham). For cycloheximide (CHX) assay, cells were treated with 100 µM CHX (Sigma, Cat No. 5087390001) for 2, 4 or 8h prior to lysis. Antibodies used for immunoblotting are listed in Table 1.
Table 1
The antibodies used in this study.
Antibodies for western blot
|
Suppliers
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Catalogue numbers
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SIRT1 (D1D7) Rabbit mAb
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Cell Signaling Technology
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Cat no. #9475
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β-Actin (8H10D10) Mouse mAb
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Cell Signaling Technology
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Cat no. #3700
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FLAG tag (D6W5B) Rabbit mAb
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Cell Signaling Technology
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Cat no. #14793
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FLAG tag (9A3) Mouse mAb
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Cell Signaling Technology
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Cat no. #8146
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AKT Rabbit mAb
|
Cell Signaling Technology
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Cat no. #9272
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Phospho-AKT (Ser473) Rabbit mAb
|
Cell Signaling Technology
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Cat no. #4060
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Phospho-AKT (Thr308) Rabbit mAb
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Cell Signaling Technology
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Cat no. #13038
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CDK6 (D4S8S) Rabbit mAb
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Cell Signaling Technology
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Cat no. #13331
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Myc tag (9B11) Mouse mAb
|
Cell Signaling Technology
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Cat no. # 2276
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CDK4 [EPR4513-32-7] Rabbit mAb
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Abcam
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Cat no. #ab108357
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Cyclin E1 [EP435E] Rabbit mAb
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Abcam
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Cat no. #ab33911
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P27 KIP 1[Y236] Rabbit mAb
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Abcam
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Cat no. #ab32034
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P21 [EPR362] Rabbit mAb
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Abcam
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Cat no. # ab109520
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P16 ARC [EP1551Y] Rabbit mAb
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Abcam
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Cat no. # ab51243
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HA tag (HA.C5) Mouse mAb
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Abcam
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Cat no. #ab18181
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c-Myc [Y69] Rabbit mAb
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Abcam
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Cat no. #ab32072
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SKP2 [EPR3305(2)] Rabbit mAb
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Abcam
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Cat no. # ab183039
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Anti-SIRT1 Rabbit antibody
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Millipore
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Cat no. # 07-131
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GAPDH Rabbit mAb
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Bioss
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Cat no. # bs-0755R
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RNA extraction and quantitative real-time PCR.
Total cellular RNA was extracted using TRIzol (Invitrogen, Cat No. 15596026) and reverse transcribed using a PrimeScript RT reagent kit (Takara, Cat No. RR037A) according to the manufacturer’s instructions. Quantitative PCR (Q-PCR) was performed using SYBR Premix Ex Taq II (Takara, Cat No. RR820A) on a LightCycler 96 PCR system (Roche Diagnostics). Relative mRNA expression was calculated by the comparative Ct method and the results were normalized to the glyceraldehyde-3-phosphate dehydrogenase (GAPDH) results for each sample. The sequences of the PCR primers used are listed in Table 2.
Table 2
Primers and oligonucleotides
Primers name
|
Sequence
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Human SKP2(Q-PCR)
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Forward
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ATGCCCCAATCTTGTCCATCT
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Reverse
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CACCGACTGAGTGATAGGTGT
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Human MYC(Q-PCR)
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Forward
|
TCCCTCCACTCGGAAGGAC
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Reverse
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CTGGTGCATTTTCGGTTGTTG
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Human SIRT1(Q-PCR)
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Forward
|
TGTGTCATAGGTTAGGTGGTGA
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Reverse
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AGCCAATTCTTTTTGTGTTCGTG
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Human GAPDH(Q-PCR)
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Forward
|
CTGGGCTACACTGAGCACC
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Reverse
|
AAGTGGTCGTTGAGGGCAATG
|
Mouse SKP2(Q-PCR)
|
Forward
|
ATGGACTGCTCTCAAACCTCG
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Reverse
|
CCTGGAAAGTTCTCCCGACTAA
|
Mouse MYC(Q-PCR)
|
Forward
|
ATGCCCCTCAACGTGAACTTC
|
Reverse
|
CGCAACATAGGATGGAGAGCA
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Mouse SIRT1(Q-PCR)
|
Forward
|
ATGACGCTGTGGCAGATTGTT
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Reverse
|
CCGCAAGGCGAGCATAGAT
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Mouse GAPDH(Q-PCR)
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Forward
|
TGACCTCAACTACATGGTCTACA
|
Reverse
|
CTTCCCATTCTCGGCCTTG
|
Human NOTCH(Q-PCR)
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Forward
|
GCCTTGCTGCCAGCGCCC
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Reverse
|
CCAGTGGCTGCACGTCTGC
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Human HES1 (Q-PCR)
|
Forward
|
TCAACACGACACCGGATAAAC
|
Reverse
|
GCCGCGAGCTATCTTTCTTCA
|
Human CDKN1B (Q-PCR)
|
Forward
|
TAATTGGGGCTCCGGCTAACT
|
Reverse
|
TGCAGGTCGCTTCCTTATTCC
|
Mouse CDKN1B (Q-PCR)
|
Forward
|
TCAAACGTGAGAGTGTCTAACG
|
Reverse
|
CCGGGCCGAAGAGATTTCTG
|
Mouse HES1 (Q-PCR)
|
Forward
|
CCAGCCAGTGTCAACACGA
|
Reverse
|
AATGCCGGGAGCTATCTTTCT
|
Mouse SIRT1 exon4(Q-PCR)
|
Forward
|
TCTCCTGTGGGATTCCTGACT
|
Reverse
|
ACTTGAAGAATGGTCTTGGGTCT
|
Mouse SIRT1-co-gDNA
|
Forward
|
GGTTGACTTAGGTCTTGTCTG
|
Reverse
|
CGTCCCTTGTAATGTTTCCC
|
Mouse SIRT1-ko-cDNA
|
Forward
|
GGCACCGATCCTCGAACAAT
|
Reverse
|
TTGGATTCCTGCAACCTGCT
|
Lentiviral or retroviral transduction.
For lentiviral vector production, pLVX-ShRNA1, pLVX-ShRNA2, pLVX-IRES- ZsGreen and pLVX-IRES-mCherry vectors were used for plasmid construction and transfected into 293T cells with packaging plasmids (pMD2.G and psPAX2). For retroviral vector production, retroviral vectors MSCV-IRES-GFP, MSCV-ICN1-IRES-GFP and a modified MSCV-IRES-GFP vector were used for plasmid construction and transfected into 293T cells with a helper plasmid (pCL-Eco) [38]. Viral supernatants were generally harvested 2 days after transfection. T-ALL cells were infected by spinoculation (1000 g for 2 h at 32°C, 4 µg/µl polybrene). After spinoculation, the cells were then supplemented with 3 ml fresh medium and cultured for an additional 48 h.
Immunofluorescence assay
Cells were fixed with 4% paraformaldehyde, permeabilized with 0.2% Triton X-100 in PBS for 5 min and blocked with 3% bovine serum albumin (BSA) for 1 h. Cells were incubated with an anti-FLAG tag (D6W5B) rabbit monoclonal antibody (mAb) (Cell Signaling Technology, Cat No. #14793, 1:100) and anti-Myc tag (9B11) mouse mAb (Cell Signaling Technology, Cat No. #2276, 1:100) at 4°C overnight, followed by treatment with a goat anti-rabbit IgG secondary antibody conjugated to Alex Fluor 488 (Invitrogen, Cat No. R37116, 1:200) and donkey anti-mouse IgG secondary antibody conjugated to cyanine cy5 (Jackson ImmunoResearch, Cat No. 715-175-150, 1:200).
Establishment of Notch1-induced leukemia model.
To establish Notch1-induced T-ALL leukemia in mice, donor mice (weeks 6–8) were sacrificed and lineage-negative HSPCs were isolated with lineage cell depletion kit (Miltenyi Biotec, Cat No. 130-090-858). Retroviruses expressing MSCV-IRES-GFP (empty vector), MSCV-ICN1-IRES-GFP, or MSCV-Shp27-ICN1-IRES-GFP were transduced into HSPCs by spinoculation (1000 g for 2 h at 32°C; 4 µg/µl polybrene). The cells were then cultured with RPMI 1640 medium supplemented with 20% FBS, 1% penicillin/streptomycin, IL-3 (PeproTech, Cat No. 213 − 13, 10 ng/ml), IL-6 (PeproTech, Cat No. 216 − 16, 10 ng/ml), and SCF (PeproTech, Cat No. 250-03, 100 ng/ml) overnight. A second round of spinoculation was performed 24 h later. After washing with PBS, cells were injected intravenously into lethally irradiated (9 Gy) recipients (1x106 cells per mouse). The mice were maintained on antibiotic-treated water. The mice were bled every week to monitor blood counts and evaluate the percentage of GFP+ cells by flow cytometry. For the 2nd transplantation, a specific number of GFP+ cells sorted from the bone marrow of 1st transplantation recipient mice were injected intravenously into lethally irradiated (9 Gy) recipients together with 1x106 unfractionated bone marrow cells for hemogenic support.
Homing assay.
For examining homing ability of SIRT1 knock-out (KO) and wild-type (WT) bone marrow (BM) cells, a total of 5 × 106 BM cells from KO and WT mice were transplanted into lethally irradiated recipients (CD45.1). 24 hours after transplantation, donor-derived cells (CD45.2) in the BM were detected by FACS. For examining homing ability of SIRT1 KO and WT T-ALL cells, a total of 1 × 106 leukemia cells (GFP+) from KO and WT T-ALL were transplanted into lethally irradiated recipients. 24 hours after transplantation, GFP+ cells in the BM were detected by FACS.
Flow cytometric analysis for the detection of apoptosis and the cell cycle distribution
To detect apoptosis, cells were washed with PBS and resuspended with Annexin V binding buffer at 1x106 cells/ml. 100ul cell suspension was stained with 5 ul APC-labeled Annexin V (BioLegend, Cat No. 640932) at room temperature for 1 h, and 10ul propidium iodide (PI) solution was added 10 min before flow cytometric analysis. Bromodeoxyuridine (BrdU, MedChemExpress, Cat No. HY-D0184) and PI staining was performed to detect the cell cycle distribution. Cells (1x106) were plated in 100 mm dishes with 10 µM BrdU for 1 h before harvesting. For detection of the cell cycle distribution in the T-ALL model, KO and WT mice received an initial intraperitoneal injection of BrdU (1 mg/6 g mouse weight) and were then maintained on 1.0 mg/ml BrdU in the drinking water for 24 h prior to sacrifice. Cells treated with BrdU were fixed in 75% ethanol at -20°C for at least 2 h and processed according to manufacturer’s instructions. An APC-labeled anti-BrdU antibody (BioLegend, Cat No. 364114) was used to detect BrdU, and a PI solution was added 10 min before flow cytometric analysis.
Co-immunoprecipitation assays
Cells for co-immunoprecipitation assay were lysed in Pierce IP lysis buffer (Thermo Scientific, Cat No. 87787) containing a protease inhibitor cocktail. For immunoprecipitation of FLAG or MycTag, the whole cell lysates were incubated with anti-Flag magnetic beads (Bimake, Cat No. B26101), anti-Myc magnetic beads (Bimake, Cat No. B26301) or Mouse IgG Magnetic beads (Cell Signaling Technology, Cat No. #5873) respectively overnight at 4°C with rotation. After washing three times with PBST buffer, the immune complexes were boiled in SDS sample loading buffer and subjected to western blot analysis.
Ubiquitination assay
293T cells were transduced with vectors as indicated with HA-tagged ubiquitin constructs for 48h. Before harvesting, cells were treated with 10 µM MG132 for 24 h (MedChemExpress, Cat No. HY-13259). The cells were then lysed in Pierce IP lysis buffer containing a protease inhibitor cocktail and immunoprecipitated with anti-Flag magnetic beads. Ubiquitination was detected by using an anti-HA (F-7) antibody (Santa Cruz, Cat No. sc-7392).
Statistics
Data obtained from independent experiments are reported as the mean ± SEM. Log-rank analysis was used for comparison of differences in Kaplan–Meier survival curves. The unpaired Student’s t test, Mann-Whitney test, and two-way ANOVA with multiple comparisons were applied as appropriate. p < 0.05 was considered statistically significant.