Human samples
We obtained 12 paired TNBC and adjacent normal tissues from patients who underwent mastectomy or modified radical mastectomy surgery in the Department of Breast Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University. All patients signed informed consent before operations. Human samples were collected between 2014 and 2015. All patients enrolled in this study were histopathologically and immunohistochemically diagnosed with TNBC. All procedures were approved by the Ethical Review Committee of the World Health Organization (WHO) Collaborating Center for Research in Human Production (authorised by the Shanghai Municipal Government).
Animal Experiments
The experimental animals were fed and housed in conformance with the guidelines of the Institutional Animal Care and Use Committee of East China Normal University. To evaluate the effect of XPOT and TTC19 on tumour growth, female nude mice were randomly divided into 2 groups and 3 groups (n = 6 per group): shNC group vs. shXPOT group; shNC + vector group vs shXPOT + vector group vs shXPOT + oeTTC19 group. We injected a total of 2 × 106 cells stably expressing the targeted gene combined with 50% Matrigel (356234; Corning, China) + 50% PBS into the left back flank of 5-week-old mice to construct a subcutaneous xenograft model. Then, the tumor maximum and minimum diameter was determined every 5 days using calipers once the tumors were macroscopic in size. The tumor volumes were calculated using the following equation: volume = (length × width2) × 0.5. All experimental mice were dissected 30 days after the tumor injection day, and the tumors were acquired and weighed. Finally, the tumors were subjected to formalin fixation, paraffin embedding, and sectioned for IHC analysis.
Bioinformatic Analysis Of Karyopherins Expression In Different Cancer Types
Expression profile of karyopherins in different cancer types comparing with normal tissue was obtained from Oncomine (https://www.oncomine.org/). Besides breast cancer, we also enrolled other cancer types with high incidence like lung cancer, colorectal cancer, gastric cancer, and liver cancer. Several cancer types with low incidence like oligodendroglioma and pleural malignant mesothelioma were also contained.
1. Squamous Cell Lung Carcinoma vs. Normal. Bhattacharjee Lung, Proc Natl Acad Sci U S A, 2001.
2. Colorectal Carcinoma vs. Normal. Hong Colorectal, Clin Exp Metastasis, 2010.
3. Pleural Malignant Mesothelioma vs. Normal. Gordon Mesothelioma, Am J Pathol, 2005.
4. Adrenal Cortex Carcinoma vs. Normal. Giordano Adrenal, Am J Pathol, 2003.
5. Ductal Breast Carcinoma vs. Normal. Richardson Breast 2, Cancer Cell, 2006.
6. Rectal Adenocarcinoma vs. Normal. TCGA Colorectal.
7. Infiltrating Bladder Urothelial Carcinoma vs. Normal. Dyrskjot Bladder 3, Cancer Res, 2004.
8. Granular Renal Cell Carcinoma vs. Normal. Higgins Renal, Am J Pathol, 2003.
9. Gastric Intestinal Type Adenocarcinoma vs. Normal. Chen Gastric, Mol Biol Cell, 2003.
10. Esophageal Squamous Cell Carcinoma vs. Normal. Hu Esophagus, BMC Genomics, 2010.
11. Hepatocellular Carcinoma vs. Normal. Roessler Liver 2, Cancer Res, 2010.
12. Small Cell Lung Carcinoma vs. Normal. Garber Lung, Proc Natl Acad Sci U S A, 2001.
13. Acute Myeloid Leukemia vs. Normal. Andersson Leukemia, Leukemia, 2007.
14. Burkitt's Lymphoma vs. Normal. Basso Lymphoma, Nat Genet, 2005.
15. Oligodendroglioma vs. Normal. Shai Brain, Oncogene, 2003.
Immunohistochemical Staining
TNBC tissue microarrays (TMA) were purchased from Superbiotek (Shanghai, China). In total, 80 paired patient samples were enrolled, including tumor tissue and their counterpart normal tissues. Samples were collected between 2005 and 2012. The average age of this cohort of patients with TNBC was 52 years (range, 18–86 years). The follow-up endpoint was May 2019, and the median survival time was 393.5 months (range, 7 to 180 months). We used TMA to perform immunohistochemical (IHC) staining and IHC score evaluation. The protocol was conducted as previously described 24. XPOT and TTC19 were examined using the corresponding primary antibodies: sc514591 (1:100) (Santa Cruz Biotechnology) and 208751AP (1:50) (Proteintech), respectively. Images were obtained using a fluorescent microscope (Carl Zeiss, Oberkochen, Germany). We evaluated the protein staining score based on the following criteria: a dark brown staining of tumor cells of 81–100% was defined as “++++”; a dark brown staining of tumor cells of 51–80% was defined as “+++”; a dark brown staining of tumor cells of 21–50% was defined as “++”; a dark brown staining of tumor cells of 10–20% was defined as “+”. Two experienced pathologists evaluated the scores, both independently and blindly. We classified tumors staining with “+++” and “++++” into the high expression group, and “+” and “++” into the low expression group, which were utilized for the survival analyses.
Cell Lines Culture And Regents
All human cell lines, including the normal mammary epithelial cell line HBL100 and TNBC cell lines (MDA-MB-231, MDA-MB-436, MDA-MB-468, BT20, HCC1937, and HCC1806) were purchased from the American Type Culture Collection (ATCC). All cells were cultured in the specified medium according to ATCC protocols. The medium was supplemented with 10% foetal bovine serum (FBS) (Life Technologies, Inc., USA) and 1% penicillin/streptomycin (P/S) (Life Technologies, Inc., USA) in an incubator at 37°C with 5% CO2. MDA-MB-468 cells were cultured in a 37°C/non-CO2 atmosphere. We tested all cell lines in December 2018 and again every 4 months to verify that mycoplasma was negative by the Shanghai Cancer Institute. Proteasome inhibitor MG132 (133407-82-6; MCE, China) was used as the reagent.
Stable Knockdown Cell Line Construction
We designed and purchased the short harpin RNA targeting the human XPOT sequence and sh-scramble, which were attached to the PLKO-puro lentiviral vector (Gene Pharma, Shanghai, China). Briefly, 4 × 105 MDA-MB-231 and MDA-MB-468 cells were plated in 60-mm dishes. Once the cells were adherent, 1 × 106 of lentivirus was added to the dish after the addition of 5 µg/ml Polybrene (H9268; Sigma-Aldrich, St. Louis, MO). Stable knockdown cells were screened using puromycin (A1113802; Gibco) from 2 µg/ml to 8 µg/ml after transfection for 72 h. The knockdown efficiency was validated by western blotting. The sequence of shXPOT was 5’- GCACAUUCCAUGUGUACUATT-3’.
Cell Transfection
Gene knockdown was performed using Lipofectamine RNAiMAX (Invitrogen, Carlsbad, CA, USA) combined with 150 pmol small interfering RNA (siRNA) constructs or 5 µL of negative control siRNA (Gene Pharma, Shanghai, China). The targeted gene sequences were as follows: siXPOT-1 sense: 5’-GGGACAGUCAUUGAUAGUUTT-3’; antisense: 5’- AACUAUCAAUGACUGUCCCAT-3’; siXPOT-2: sense: 5’- GCACAUUCCAUGUGUACUATT-3’; antisense: 5’- UAGUACACAUGGAAUGUGCTG-3’. siTTC19-2: sense, 5’- GCAGGAGGACAAUGCAAUATT-3’; antisense: 5’- UAUUGCAUUGUCCUCCUGCTT-3’; siTTC19-3, sense: 5’- CUGGCUAUGAAUUCUGCAUTT-3’; antisense: 5’- AUGCAGAAUUCAUAGCCAGTT-3’. TTC19 overexpressing plasmids or their vectors were transfected into XPOT stable knockdown cells using Lipofectamine 2000 (11668–019; Invitrogen). Transfection steps were similar with those used for siRNA transfection.
Stable Overexpression Of Ttc19 Cell Line Construction
shXPOT and shNC MDA-MB-468 cells were infected with pSLenti-EF1a-EGFP-P2A -CMV-TTC19-3Flag lentivirus (OBiO Technology, Shanghai) and its control vector, respectively. Before virus transfection, XPOT knockdown efficiency was determined by western blotting. TTC19 stably overexpressing cells were acquired by blasticidin selection from 1 to 5 µg/ml when no cells were killed. Western blot was used to observe transfection efficiency. These stable cell lines were for the following animal experiments.
Cell Proliferation Detection
5-Ethynyl‐2‐deoxyuridine assay (EdU) was performed according to the protocol of 5‐ethynyl‐2’‐deoxyuridine (EdU)-labelling/detection pack (Beyotime, Shanghai, China). Fluorescence microscopy was used to observe the cells. Cell CCK-8 and cell colony formation assays were conducted as previously described 25.
Cell Cycle Analysis
Cells were transfected with siXPOT or si-TTC19 and scramble RNA for 48 h before incubating with serum-free medium to synchronise cells at the G1/S boundary. After 24 h, the cells were cultured in complete medium for an additional 24 h. The cells were collected and washed twice with cold PBS before incubating with 25 µg/ml RNaseA and 2.5 µg/ml propidium iodide (Dojindo, Kumamoto, Japan) for 30 min in the dark at 4°C, followed by 30 min at 37°C. The stage of the cell cycle was determined using flow cytometry (LSRFortessa; BD Biosciences, USA). Data were analysed using ModFit LT software.
Cell Apoptosis Assay
Cells (3 × 105 cells/well) were seeded in a 6-well plate overnight for attachment. siRNAs or plasmids were added to the cells for 48 h, followed by incubating in serum-free medium for another 24 h. To determine the apoptotic cell ratio, the cells were stained using an annexin V-FITC apoptosis detection kit (Dojindo, Kumamoto, Japan) and examined by flow cytometry for analysis. Data were analysed using FlowJo version 10.0.
Rna Isolation And Quantitative Real Time-pcr (Qrt-pcr)
Total RNA was extracted according to the manufacturer’s instructions using TRIzol reagent (15596018; Thermo Fisher Scientific). RNA (1000 ng) was then converted into cDNA, as previously described. The cycling conditions were as follows: 95°C for 30 s, 40 cycles of 95°C for 5 s, and 60°C for 30 s. The reaction system included 12.5 µL of SYBR Green PCR mix, 1 µL of each primer, and 1 µL of cDNA template in a final volume of 25 µL per reaction (RR820A; Takara, Japan). The 2−△△Ct method was used to analyse the relative gene expression (target gene expression normalised to the expression of the endogenous control gene). The qRT-PCR experiments were performed in triplicate.
Human Trna Sequencing
We sequenced tRNA genes in the cytoplasm and nucleus of XPOT stably knocked-down TNBC (MDA-MB-46) cells. Total RNA was isolated from the cytoplasm and nucleus of the targeted cells. Before the sequencing experiment, we checked the integrity and quantity of each RNA sample using agarose gel electrophoresis in a NanoDrop ND-1000 instrument. tRNA was isolated from total RNA using the Denaturing Urea Polyacrylamide Gel Electrophoresis (Urea PAGE) method. Briefly, approximately 2 µg total RNA was resolved on 7.5% urea PAGE gels (7M urea) and recovered within a size window of 60–100 nt for tRNA. The “demethylation” section in rtStarTM tRF&tiRNA Pretreatment Kit (AS-FS-005; Arraystar) was used for tRNA m1A&m3C demethylation treatment. A 50-µL demethylation reaction mixture was prepared according to the manufacturer’s protocol and incubated at 37°C for 2 h. Then, 40 µL of nuclease-free water and 10 µL of 5× Stop Buffer were added to terminate the reaction. The demethylated tRNA was purified by phenol-chloroform extraction and ethanol precipitation. Demethylated tRNA was partially hydrolysed according to the Hydro-tRNA seq method, with little modification. tRNA was subjected to limited alkaline hydrolysis in 15 µL of buffer comprised of 10 mM Na2CO3 and 10 mM NaHCO3 (pH 9.7) at 90°C for 7 min. The partially hydrolysed tRNA was dephosphorylated with 10 U calf intestinal alkaline phosphatase (CIP) (M0290L; New England Biolabs) in a 50-µL reaction of 100 mM NaCl, 50 mM Tris-HCl (pH 7.9), 10 mM MgCl2, 1 mM DTT, 3 mM Na2CO3, and 3 mM NaHCO3, at 37°C for 1 h. The resulting tRNA was purified with TRIzol reagent and then re-phosphorylated with 10 U T4 polynucleotide kinase (M0201L; New England Biolabs) polynucleotide kinase in a 20-µL reaction mixture containing 70 mM Tris-HCl (pH 7.6), 10 mM MgCl2, 5 mM DTT, and 1 mM ATP at 37°C for 1 h. TRIzol reagent purification was performed once more. Partially hydrolysed tRNA fragments were converted to barcoded small RNA sequencing libraries using the NEBNext® Multiplex Small RNA Library Prep Set for Illumina® (E7300L/E7850L; New England Biolabs), according to the manufacturer’s instructions. The procedures generally included: (1) 3’-adapter ligation; (2) 3’-adapter blocking; (3) 5’-adapter ligation; (4) reverse transcription; (5) PCR amplification; (6) size selection of ∼140–155 bp PCR amplified fragments (corresponding to ∼19-35nt tRNA fragments) using 6% PolyAcrylamide Gel (PAGE). The completed libraries were qualified and quantified using the Agilent 2100 Bioanalyzer. The DNA fragments in well-mixed libraries were denatured with 0.1 M NaOH to generate single-stranded DNA molecules, and loaded onto the reagent cartridge for 75 cycles (NextSeq 500/550 High-Output v2 kit, FC-404-2005; Illumina) at a loading. Comprehensive data and statistical analyses were obtained using the Arraystar tRNA-seq data analysis package.
To semi-quantitatively analyse tRNA, we performed qRT-PCR based on the results of tRNA-seq. tRNA demethylation was performed as described above. The cycling conditions were as follows: 95°C for 30 s, 40 cycles of 95°C for 5 s, and 60°C for 30 s. tRNA primers were purchased from Arraystar (USA).
Cytoplasmic And Nuclear Rna Purification And Trna Qrt-pcr
Cytoplasmic and nuclear RNA were harvested according to the manufacturer’s protocol using the Cytoplasmic and Nuclear RNA Purification Kit (Norgen, Canada). Total cellular RNA was isolated as described previously. tRNA demethylation, reverse transcription, and qPCR were performed in conformance with a previous study 26. These procedures required reagents including a demethylation kit, First-Strand cDNA Synthesis Kit, and SYBR (Arraystar, USA). To semi-quantitatively analyse tRNA, we performed qRT-PCR based on the results of tRNA-seq. tRNA demethylation was performed as described above. The cycling conditions were as follows: 95°C for 10 min, 40 cycles of 95°C for 10 s, and 60°C for 60 s. tRNA (tRNA-Ala-AGC-10-1, tRNA-Ala-AGC-1, tRNA-Ala-AGC-3, tRNA-Thr-AGT-3-1, and tRNA-Gly-CCC-1-1) primers were purchased from Arraystar (USA).
Codon Usage Preference Analysis
Based on the NCBI CCD database, the protein-coding nucleic acid sequence (coding sequence) of the genes (all genes detected in our RNA-seq data) was downloaded, and the frequency of codon usage in each protein-corresponding gene was calculated. Then, the frequency was converted into the frequency of each codon in every 1000 nucleic acid bases. We selected genes with the ability to code protein and codon-GCT usage frequency of more than 0.020, while the ratio of GCT score/GCC score and GCT score/GCA score were both > 1.
Rna Sequencing
Total RNA was extracted from siNC or siXPOT/MDA-MB-468 cells. The Agilent 2100 Bioanalyzer (Agilent Technologies, Santa Clara, CA, USA) was used to examine RNA integrity. RNA integrity number (RIN) ≥ 7 qualified for subsequent analysis. We used the TruSeq Stranded mRNA LT Sample Prep Kit (Illumina, San Diego, CA, USA) to construct the libraries in accordance with the manufacturer’s protocols. Then, we sequenced these libraries on the Illumina sequencing platform (Illumina HiSeq X Ten) and generated 150-bp paired-end reads.
Protein Mass Spectrometry
The reagents used in this experiment were as follows: urea, ammonium bicarbonate, dithiothreitol, iodoacetamide, BCA protein quantitative kit, 10 kD ultrafiltration tube, sequencing grade modified trypsin, C18 micro column, formic acid, acetonitrile, and water. First, we extracted the protein supernatant and measured its concentration. Second, we processed the extracted proteins by reduction and alkylation. Third, we enzymatically hydrolysed the processed protein. We also hydrolysed the processed protease into polypeptides and desalinated the polypeptides. Lastly, the samples were tested using Nano Liquid Chromatography–Orbitrap Mass Spectrometry system. The original data were searched and analysed using Proteome Discoverer 2.3 (Thermo Fisher Scientific) software, and the search engine was sequenced. The human protein database was downloaded from UniProt (https://www.uniprot.org/). Its oxidation process is fixed through the modification of cysteine alkylation, the variable modification of methionine oxidation, the deamidation of asparagine/glutamine, and n-terminal acetyl. The precursor mass tolerance was set to 10 ppm, and the fragment mass tolerance was set to 0.02 Da, allowing the Max missed cleavages to 2. FDR (False discovery rate) was set to ≤ 1%. Data were normalized by shifting the median H/L ratio to 1.
Construction Of Synonymous Codon Mutation Plasmids
To obtain synonymous codon mutations in the TTC19 coding sequence (CDS), CDS contains 13 codon GCT. we constructed wild and codon mutation plasmids from OBiO Technology (Shanghai, China): TTC19 wild plasmid, all GCT changing into GCC mutation plasmid, or GCT changing into GCA mutation plasmid. These plasmids were transfected into XPOT stable knockdown or control cells according to the above transfection protocol. After 72 h, western blotting was performed to confirm the XPOT-related codon-dependent translation of TTC19.
Western Blotting
Total protein was extracted and quantified using a BCA protein assay kit (P0010; Beyotime, China). Proteins (20–30 µg) were separated on 10% SDS-polyacrylamide gels and transferred to polyvinylidene difluoride (PVDF) membranes (Millipore, Billerica, MA, USA). The membranes were incubated in 5% non-fat milk diluted with TBST (0.1% Tween-20 in Tris-buffered saline) to block nonspecific binding. The membranes were incubated with primary antibodies at 4°C overnight, and then incubated with horseradish peroxidase-conjugated secondary antibodies (1:2000 dilution in 1% BSA) at room temperature for 1 h. The following antibodies were used: β-catenin (1:5000) (ab32572; Abcam, Cambridge UK), GAPDH (1:1000) (10494-1-AP; Proteintech), tubulin (1:3000) (ab0049; Abways), XPOT (1:100) (sc514591; Santa Cruz Biotechnologies), and TTC19 (1:50) (20875-1-AP; Proteintech).
Immunofluorescent Staining
To determine the role of XPOT or TTC19 in cytokinesis, cells were transfected with siXPOT, siNC, siTTC19, or siNC for 72 h. Then, 4000 cells were seeded into each well of the 12-well chambers (Ibidi, Martinsried, Germany). After adherence, the cells underwent a series of manipulations: fixing with 4% PFA for 15 min, permeabilizing with 1% TritonX-100 for 5 min, and enclosing with 1% BSA for 5 min at room temperature. Enclosed cells were incubated at 4°C overnight with β-tubulin primary antibodies (1:40) (10094-1-AP; Proteintech), and then incubated with secondary antibody conjugated with Alexa Fluor-488 (1:100) (Invitrogen, USA) for 1 h at room temperature. Nuclei were stained with DAPI (Sigma-Aldrich, USA) for 5 min. Finally, we captured the images using confocal microscopy (LSM 510; Carl Zeiss, Oberkochen, Germany).
Live Cell Image
Live cell imaging time-lapse video microscopy was used to evaluate cell division. Cells were seeded into 12-well plates and transfected with siRNA targeting XPOT or TTC19. After 72 h, the cells were placed in an incubator (37℃ and > 95% humidity) (Nikon, Tokyo, Japan) for the observation of cell division using a Biostation Timelapse system. Differential interference contrast images were captured every 15 min/photo with a 20- objective lens for 10 h continuously. Nikon NIS-Elements software was used to analyse the resulting images.
Rnascope
Cells were fixed with 10% neutral buffered formalin at room temperature for 30 min, and subsequently treated with 70% ethanol for 10 min, 90% ethanol for 10 min, and 100% ethanol for 10 min. RNAscope in situ hybridisation was performed using the RNAscope kit (Advanced Cell Diagnostics, Newark, CA, USA) according to the manufacturer’s instructions. We designed a 1ZZ probe named BA-Hs-tRNA-ala-agc-10-1-1zz-st targeting 2–45 customer-provided sequences (Advanced Cell Diagnostics, Newark, CA). The sequence of tRNA-Ala-AGC-10-1 is “GGGGAATTAGCTCAAGTGGTAGAGCGCTTGCTTAGCACGCAAGAGGTAGTGGGATCGATGCCCACATTCTCCACCA”. Fluorescent images were obtained using a confocal microscope (LSM 510; Carl Zeiss, Oberkochen, Germany). MBF Image J was utilised to analyse the fluorescence intensity.
Bioinformatic Analysis
Survival analysis of breast cancer patients were referenced from The Cancer Genome Atlas (TCGA) and Kaplan-Meier plotter (http://kmplot.com/analysis). Patients in TCGA TNBC cohort were separated into high and low XPOT/TTC19 expression group with cutoff selected by R package "maxstat". We chose the best cutoff for Kaplan-Meier analysis of breast cancer patients from Kaplan-Meier plotter. TCGA and GEO databases (GSE13650) was used to compare XPOT expression levels between triple negative breast cancer tissue and normal tissue.
Graphic And Statistical Analyses
All the data and graphic images were analysed using GraphPad Prism version 8.0 (San Diego, USA). Categorical variables were analysed using Pearson’s Chi-square test or Fisher’s exact test. Two-sided Student’s t-test or one-way analysis of variance (ANOVA) was used to analyse the numerical data comparison. Kaplan-Meier plot and log rank test were used to observe the correlation between TTC19 and XPOT expression and survival. Multivariable cox analysis was used for evaluating relationship between prognosis and potential factors. Error bars denote the mean ± standard deviation (SD). Heatmaps were plotted using R (version 3.6.1). Adobe Illustrator (version 21.0.0.0) was used to organise all the images. Statistical significance was defined as two-side p < 0.05.