Clinical plasma samples
The plasma samples were collected from 67 patients with newly diagnosed ESCC at Chiba University Hospital (Chiba, Japan) between May 2011 to April 2017 and 6 healthy donors. Blood examinations and sampling were performed before treatment. The present study was approved by the Ethics Committee of Graduate School of Medicine, Chiba University. Written informed consent was obtained from all of the patients. The patient characteristics and inclusion criteria were described in Supplementary methods
Global MiRNA expression analyses
miRCURY LNA™ microRNA arrays were performed according to the manufacturer’s protocol (Exiqon, Vedbaek, Denmark). MiRNA arrays were performed for the plasma exosomes of ESCC patients before treatment. The tumor regression grade of the primary tumor (TRG-PT) was used to evaluate the therapeutic effect of chemoradiotherapy (CRT). Patients classified as Grade 3 were considered sensitive to CRT (n = 4), while those classified as Grade 0 or 1a were considered resistant to CRT (n = 4). MiRNA arrays were performed in a cohort of eight cases to investigate the difference in the miRNA expression between CRT-sensitive and CRT-resistant patients.
Extraction of exosomes from the plasma.
Each plasma sample was centrifuged at 2,000 g for 20 min at room temperature to remove cells and debris. The supernatant containing the partially clarified plasma was transferred to a new tube and then centrifuged at 10,000 g for 20 min at room temperature. The supernatant was then transferred to a new tube, and proteinase K (Proteinase K For Total Exosome Isolation from plasma; Invitrogen, Carlsbad, Calif., United States) was added to remove the endogenous nucleases. Exosomes were isolated using an exosome isolation reagent (Total Exosome precipitation reagent from plasma; Invitrogen) according to the manufacturer's protocol.
Transmission electron microscope (TEM) observation
TEM observation was performed using a carbon-coated copper grid (Excel support film, 200 mesh, RL26A; NISSHIN EM Co., Ltd., Tokyo, Japan) with the negative stain method. Negative staining used a 2% phosphotungstic acid solution (pH 7-7.4). All sample grids were subjected to hydrophilic treatment with glow-discharged treatment before absorption using plasma etching device (SEDE-GE; Meiwafosis Co., Ltd., Tokyo, Japan). One dispersed droplet of the sample and two droplets of phosphotungstic acid solution were prepared on a parafilm consisting of 20 µl each, respectively. The stain protocols were the same as the sample absorption protocols, with staining performed twice. After negative staining, the grids were left to dry in a dry box overnight. The samples were then subjected to TEM observation (H-7650; Hitachi High-Technologies Corporation, Tokyo, Japan) at an acceleration voltage of 80.0 kV.
MiRNA and mRNA isolation and detection by quantitative real-time polymerase chain reaction (qRT-PCR)
Total RNA was extracted from exosomes using the Total Exosome RNA and Protein Isolation Kit (Invitrogen) according to the manufacturer’s protocol. Total cellular RNA was extracted using the miRNeasy Mini Kit (QIAGEN, Hilden, Germany) according to the manufacturer’s protocol.
To measure the expression of death-associated protein kinase 1 (DAPK1), cDNA was generated using a High-Capacity RNA-to-DNA™ Kit (Thermo Fisher Scientific) according to the manufacturer’s protocol. qRT-PCR was performed using SsoFast™ EvaGreen Supermix (BIO-RAD). The DAPK1-specific primers were as follows: forward, 5’-TGGATATGACAAAGACACATC-3’; reverse, 5’-CTTCATGTCCTTTGACCCAGA-3’. The data were normalized to beta-actin. The fold-changes in the expression of each gene were calculated by the comparative threshold cycle (Ct) method using the formula 2−ΔΔCt [8].
Cell cultures and miRNA transfection
The human ESCC cell lines TE11, and KYSE-960 were used in the present study. Immortalized esophageal keratinocyte cells (R2C3) that had been established in our institute were used as a control line [12]. KYSE-960 were obtained from JCRB Cell Bank. TE11 was obtained from Cell Resource Center for Biomedical Research Institute of Development, Aging and Center, Tohoku University, Japan.
The miR-191-5p mimic and negative control mimic were purchased from Thermo Fisher Scientific. The cell lines TE11 and KYSE-960 were seeded into 6-well plates (2.5 × 105 cells per well), and after 24 h, cells were transfected with miR-191-5p mimic or negative control mimic using Lipofectamine™ RNAi-MAX (Invitrogen) following the manufacturer’s protocol. After 48 h, cells were harvested for further investigation.
Cell proliferation and colony formation assays
Cells were seeded onto a 96-well plate at a density of 5000 cells per well after transfection with miR-191-5p mimic or negative control mimic in the cell proliferation assay. The cell proliferation was then measured using a Cell Counting Kit-8 (Dojindo Molecular Technologies, Kumamoto, Japan) every 24 h. For irradiation, cells were irradiated every 24 h with 0 or 5 Gy X-ray irradiation after cell adherence.
Cells were seeded onto a 6-well plate at various cell densities (4 × 102-8 × 103) per well after transfection in the colony formation assay. The plates were then irradiated with a single dose of 0, 2, 4, 6 or 8 Gy X-ray irradiation (MBR-1520R-3; Hitachi) at 24 h after seeding. Following incubation for an additional 10–14 days, the cells were fixed and stained using Diff-Quick Staining (Sysmex Corp., Hyogo, Japan). The number of colonies with > 50 cells was counted. Plating efficiency (PE) was calculated as the number of colonies divided by the number of cells seeded. The survival fraction (SF) was calculated using the following equation:
SF = Colonies Counted / Cells Seeded× (PE / 100)
The survival curve was derived from a multi-target single-hit model:
SF = 1–1 – exp(-D / D0)n,
where D0 was defined as the dose that gave an average of one hit per target. The radiation sensitivity enhancement ratio (SER) was measured according to the multi-target single-hit model [10].
Cell invasion and migration assays
Migration and invasion were detected by the transwell assay. In a 24-well plate, 5 × 104 transfected cells were seeded into the upper chamber (Corning Matrigel Invasion Chamber, BD Biosciences, CA, USA) with FBS-free medium. Medium with 10% FBS was used in the lower chamber. After incubation for 36 h, non-invading cells were removed with a cotton swab from the upper chamber, while the cells on the lower surface were fixed and stained using Diff-Quick Staining (Sysmex Corp, Yokohama, Japan). Pictures of three random fields from triplicate wells were recorded. Migration assays were performed in the same way, except the chambers had no Matrigel coating, and the incubation time was 24 h.
Cell cycle and cell apoptosis analyses
For the cell cycle analyses, cells were starved for 24 h and then harvested after transfection and washed with PBS. They were then fixed in cold 70% ethanol overnight at -4 ℃ and washed with PBS, incubated with 100 µg/ml RNaseA (Invitrogen) and 0.1% Triton for 5 min at 37 ℃ to remove the RNA, and then incubated with 50 µg/ml propidium iodide (PI) for 30 min at room temperature. DNA quantification was performed using a BD FACS Canto II (BD Biosciences, CA, USA), and the results were analyzed using the ModFitLT software program (BD Biosciences, CA, USA).
For the cell apoptosis analyses, cells were irradiated with 0 or 8 Gy X-rays after transfection. After incubation for 24 h, the cells were harvested and washed with PBS, resuspended with 100 µl Annexin V Biding Solution, and incubated with 5 µl of Annexin V FITC and 5 µl of PI solution (Annexin V-FITC Apoptosis Detection Kit; Nacalai Tesque, Kyoto, Japan) at room temperature for 15 min. Finally, 400 µl of Annexin V Biding Solution was added before the analysis. The results were analyzed using the FlowJo software program (TreeStar, Ashland, Oregon, United States).
Western blot analyses
Cell lysates were obtained using RIPA buffer. Protein was quantified using the BCA protein assay (BIO-RAD, Hercules, CA). In brief, 40 µg of protein was loaded onto a 7.5–15% polyacrylamide gel (XV PANTERA GEL; DRC Perfect NT gel System Products, Kyoto, Japan) and then transferred onto a 0.2-µm PVDF membrane (Trans-Blot Turbo™ Transfer Pack; BIO-RAD) and blocked with Tris-buffered saline (TBS)/Tween 20 with 5% non-fat milk or 3% BSA. The membrane was then incubated with the primary antibodies of CD63, CD81, DPAK1, ERK, p-ERK, JNK, p-JNK, p-38, p38, p-p38, caspase3, bcl-2 (all from Santa Cruz Biotechnology, Santa Cruz, CA, USA) and beta-actin, GAPDH (Abcam) at 4 ℃ overnight and with the HRP-conjugated secondary anti-mouse or rabbit antibody (Sigma, St. Louis, MO, USA) for 30 min at room temperature. Immune complexes were detected using a Chemiluminescence CCD Imaging System (AE-9300 Ez-Capture MG; ATTA CORPORATION, Tokyo, Japan).
Extraction of exosomes from the cell culture medium
A total of 5 × 106 cells were incubated with 10% exosome-free FBS medium for 48 h. A total of 30 ml medium was harvested and centrifuged at 2000 g for 30 min to remove cells and debris. Total Exosome Isolation (from cell culture media) reagent (15 ml; Invitrogen) was then added to the samples, which were incubated at 4 ℃ overnight. After incubation, the samples were centrifuged at 10,000 g for 1 h at 4 ℃. Exosomes were then resuspended in phosphate-buffered saline (PBS) for downstream analyses.
Gene set enrichment analyses
The enrichment analysis of The Cancer Genome Atlas (TCGA) database (https://www.cbioportal.org/datasets) was performed with GSEA v4.0.1. A total of 196 RNAseq data and miRNAseq data points from esophageal cancer patients were used to evaluate the miRNA activities in cancer transcriptomes. Data were divided into miR-191-5p high-expression and low-expression groups based on the median miR-191-5p expression. A STRING analysis (https://string-db.org/) was used to predict the functional protein association networks of DAPK1.
Tumor xenografts
Six-week-old female BALB/c Slc-nu/nu mice had 5 × 106 TE11 cells injected into their back. Seven days after the injection, the tumor volume was measured by calipers, with measurements subsequently repeated every three days. The mice were randomly divided into a tumor-bearing group (n = 4) and a tumor-free group (n = 4). When the average tumor volume reached 300 mm3, mice were anaesthetized with isoflurane, and blood samples were collected by cardiac puncture. Exosomes were then extracted from the plasma for further research.
The present study was performed according to the guidelines on animal experiments and approved by the animal experiment and welfare committee at Chiba University.
Statistical analyses
The statistical analyses were performed with the SPSS 21 software program (SPSS, Chicago, IL, USA) and the GraphPad Prism 7.04 software program (GraphPad Software, Inc., La Jolla, CA, USA). The difference between two groups was analyzed using Student’s t-test. Differences in the expression of miR-191-5p in relation to the clinical characteristics were examined using the chi-square test. The Kaplan-Meier method was used to plot survival curves, and the results were compared using the log-rank test. Cox's proportional hazards regression model was used to analyze the univariate and multivariate survival. P < 0.05 was considered significant.