Background
Lung cancer (LC) is among the most malignant cancers in the global, which has the highest mortality rate [
1]. There are two classes of LC, small cell LC (SCLC) and non-small cell LC (NSCLC). NSCLC leads to 80–85% LC [
2,
3]. In the past two decades, targeted therapies targeting driver gene positivity and immunotherapy targeting immune checkpoints have improved significantly survival of advanced NSCLC patients. However, drug resistance and long-term treatment outcomes remain unsatisfactory [
4]. Therefore, there is an urgent demand to unravel further LC development mechanisms and to search for new biomarkers and therapeutic targets.
The tumor microenvironment (TME) is environment in which tumor cells live and is vital in cancer growth and metastasis [
5]. Macrophages in TME are called tumor-associated macrophages (TAMs), which are an essential TME component. TAMs are closely associated with cancer cell proliferation (CP) and metastasis [
6,
7]. TAMs include M1 macrophages and M2 macrophages (M2Ms), of which M1 macrophages exert a pro-inflammatory phenotype [
8]. The M2Ms inhibit inflammation and promote tumor progression [
9]. Nevertheless, the mechanisms by which M2Ms promote tumor progression are unclear.
TAMs regulate tumors progress by delivery bioinformatic molecules carried by their small extracellular vesicles (sEV) [
10]. sEV are multivesicular bodies formed by intracellular lysosomal particle invaginations. They have a diameter of 30–150 nm (average 100 nm) and are present in almost all body fluids. EV contain cell components, such as DNA, lipids, RNA, metabolites, and cytoplasmic and surface proteins [
11,
12]. As the studies on EV continue, it has been revealed that EV functions critically in intercellular communication (IC), participating in antigen presentation, cell growth, differentiation, migration, immune response to tumors, along with cancer cell invasion [
13].
Circular RNAs (circRNAs) are non-coding RNAs (ncRNAs) made by selective splicing with a particular ring-like stable structure that is not degraded by RNA enzymes [
14]. With recent developments in next-generation sequencing (NGS) techniques, differentially expressed circRNAs have been screened in distinguished cancers, unraveling the essential role of circRNA in cancer development [
15,
16]. CircRNAs are now known to have multiple mechanisms, such like acting as miRNA sponges [
17,
18], regulating variable splicing and transcription, translation, pseudogene generation, transport, and communication [
19,
20]. In addition, due to their auxiliary role in translation, circRNAs can regulate gene expression [
21]. Therefore, studying the function of circRNAs in cancer can help to find new therapeutic targets and provide new ideas for clinical treatment.
The current study investigated M2M-derived EV circRNA functions and mechanisms to develop NSCLC. We found that M2M-derived EV (M2-EV) promoted NSCLC cell proliferation, metastasis, and glycolysis. circFTO was significantly upregulated in M2-EV comparing to M0 macrophage-derived EV (M0-EV). In addition, circFTO expressed highly in NSCLC tumors and cells and negatively correlated to patient prognosis. Experiments confirmed that circFTO enhanced NSCLC proliferation and migration. Further studies revealed that circFTO targeted pyruvate dehydrogenase kinase 4 (PDK4)-mediated glycolysis through the sponge miR-148a-3p. Overall, our study has confirmed that circFTO from M2-EV promotes malignant progression and glycolysis in NSCLC cells via the miR-148a-3p/PDK4 axis.
Methods
Patient samples
Clinical samples were obtained from LC tissues and paracancerous tissues of 80 patients with NSCLC. The samples were extracted between 2016 and 2020 from patients in Department of Cardiothoracic Surgery, Xinhua Hospital, affiliated to Shanghai Jiao Tong University School of Medicine. Patients signed an informed consent before surgery. Ethics committee in Xinhua Hospital Affiliated to Shanghai Jiao Tong University supervised this investigation.
Cell lines and cell culture
NSCLC cell lines (HCC1833, A549), normal human bronchial epithelial cells (BEAS-2B), and human monocytic leukemia cell line THP-1 (from the Shanghai Cell Bank, Chinese Academy of Sciences) used in the experiments were kept in the laboratory. We cultured the cells in RPMI-1640 medium supplemented with 10% FBS, 100 IU/mL penicillin, and 100 ug/mL streptomycin.
Animal experiments
Experimental animals were healthy, 4–6-week-old male nude mice (BALB/c), 15 ~ 20 g. They were obtained from Shanghai Jihui Laboratory Animal Care Co., Ltd. Animal ethics committee in Xinhua Hospital approved the experiments.
EV isolation and collection
After we induced the THP-1 cells into M2Ms, we washed the cells with phosphate-buffered saline (PBS) and added medium without FBS for 2 days. The culture medium of the M2Ms was harvested. We collected the EV from the culture medium by differential centrifugation as follows: medium centrifugation at 300 × g for 10 min; centrifugation of medium at 2 × g for 10 min to remove cells; centrifugation of medium at 10 × g for 0.5 h to remove cell debris; then ultracentrifugation at 120 × g for 90 min; resuspension of the EV in PBS; ultracentrifugation again at 120 × g for 90 min; finally, resuspension in PBS for collection into EP tubes. The EV’ size and concentration were quantified using a nanoparticle tracking analyzer (NTA).
CCK8 cell viability test
Our team collected cells in logarithmic growth phase, which we inoculated into 96-well plates at 5000 cells/well. Then, 100 µL 10% CCK8 reagent was put into the corresponding wells every 12 h over the next 48 h. We incubated the cells at 37 ° away from light for 1 h. We detected OD values at wavelength λ = 450 nm by an end-point method using an enzyme labeler.
We collected cells in the logarithmic growth phase, which we inoculated into 6-well plates at 1000 cells/well. We placed them in a cell culture incubator for 2 weeks. They were subsequently fixed with 4% paraformaldehyde, stained with 0.1% Crystal Violet, washed with PBS, and analyzed using GraphPad.
5‑Ethynyl‑20‑deoxyuridine (EdU) assay
We collected cells in logarithmic growth phase and inoculated them into 24-well plates at 20,000 cells/well. Cells were placed in cell culture incubator for 1 days. Then, 0.5 mL EdU solution was put to every well, and we returned plate to cell culture incubator for 2 h for EdU labeling. The EdU solution was removed, and we washed the cells with PBS. Then, we added 250 μL 4% paraformaldehyde to every well for fixation. A glycine solution was put to neutralize paraformaldehyde, and 0.5% Triton X-100 was added to promote cell permeabilization. We finally stained cells using Hoechst 33,342. We photographed the EdU-treated cells utilizing inverted fluorescence microscope and counted the EdU-positive cell numbers.
Wound healing assay
Our team collected cells in logarithmic growth phase and inoculated them into 6-well plates at 5 × 106 cells/well. Cells were placed in a cell culture incubator for 1 days. Once the cells were fused to more than 95%, the original medium was discarded. The 6-well plate’s bottom was scratched perpendicularly utilizing 200-μL pipette tip. We washed non-adherent cells away with PBS. We took photographs under an inverted microscope with a 100 × field of view, and the change in the healing rate of the scratched area after 48 h was calculated.
Transwell migration assay
We collected cells in the logarithmic growth phase to resuspend them in FBS-free medium at 2 × 105 cells/mL. We inoculated a 200-µL cell suspension into the upper chamber and added 500 µL complete medium, including 15% FBS, to lower chamber. We cultured cells in a cell culture incubator for 1 days. Medium was discarded, and we fixed the cells in the lower chamber by adding 500 µL of 4% paraformaldehyde. The cells were then stained with 0.1% Crystalline Violet for 15 min, cleaned twice with PBS, and photographed using inverted microscope under a 100 × field of view. The stained cells were counted.
We extracted total RNA utilizing TRIzol reagent following protocols. We synthesized complementary DNA (cDNA) employing a cDNA synthesis kit (Takara, Otsu, Japan). We performed RT-qPCR using a SYBR Green master mix (Vazyme, Nanjing, China). Relative gene expression was computed with 2-ΔΔCt approach. Primers employed in present investigation are listed in Table
S1.
Western blotting
We inoculated different groups of cells into 6-well plates at 5 × 105 cells/well. When cell fusion was 80% or more, the proteins were collected with 200 µL RIPA buffer (with 1:100 PMSF protease inhibitor and 1:100 phosphatase inhibitor) per well. Protein concentration was determined employing BCA protein concentration assay kit (Biyun Tian, Shanghai, China). We separated the proteins on SDS-PAGE gels and transferred proteins onto PVDF membranes. After blocking for 1 h with 5% skimmed milk powder, we washed membranes and incubated them overnight with primary antibodies. We then cleaned and incubated the membranes for 1 h with the corresponding secondary antibody. The ECL chemiluminescence detection solution (Vazyme, Nanjing, China) was added dropwise onto the PVDF membranes, and photographs were taken for imaging by exposing the membranes under an automated chemiluminescence image detection system (Tanon 5200). Image J was used for semi-quantitative analysis of the protein band gray values. Antibodies utilized in the current investigation included anti-CD63, anti-TSG101, anti-calnexin, anti-CD206, anti-PDK4, anti-LDHA, anti-HK2, anti-β-actin, and anti-β-tubulin.
Luciferase reporter assay
Our team inserted recombinant luciferase reporter plasmids at the potential miR-148a-3p binding site sequence in circFTO and PDK4 3'-UTR. Luciferase activity (LA) was captured utilizing a dual-LR assay system (Synergy LX; BioT, city, state, USA), which we normalized using Renilla luciferase.
Cellular metabolic levels were investigated using a glucose uptake assay kit (Beyotime, Shanghai, China), lactate assay kit (Beyotime, Shanghai, China), and ATP content assay kit (Jiancheng Bioengineering Institute, Nanjing, China) following kits’ SOP.
We injected viable HCC1833 or sh-circFTO-HCC1833 cells (2 × 106) into the mouse's right flank to calculate tumor sizes each 5 days for 1 month utilizing Vernier caliper. Tumor volume was computed utilizing formula: length × width2 × 0.5. The relative expression of Ki67 was measured employing the IH method. Each group has 6 mice.
We stably transfected luminescence-labeled HCC1833 (Luc-HCC1833) cells with negative control (NC) for metastasis analyses. 2 × 105 cells were injected into each nude mouse tail vein. After 4 weeks, our team validated lung metastasis by applying bioluminescence imaging system. The technician counted lung tissue metastatic foci after hematoxylin and eosin staining. Each group has 6 mice.
Statistical analyses
Statistician represented data by mean ± standard deviation (SD). Our team performed statistical analyses through GraphPad Prism (La Jolla, CA, USA) to define significances between groups. P-values ≤ 0.05 were considered as statistics significance. Our team employed 2-tailed Student’s t-tests to compute significances between 2 groups, while two-way ANOVA with post hoc Bonferroni tests or one-way ANOVA with Tukey tests were employed to define significant differences among > = 3 groups.
Discussion
The regulatory role of the TME on tumors has been discussed [
24], for which the tumor-promoting role of M2Ms has been increasingly reported [
10,
22]. Recently, it has been shown that M2Ms regulate cancer progression through their secreted EV [
10]. Therefore, we wanted to understand whether M2Ms could go through the exosomal pathway to regulate lung carcinogenesis and development. The current investigation unraveled that M2-CM promoted NSCLC cell proliferation and migration. We further verified that part of promotion effect was achieved through M2-EV. Meanwhile, we found that M2-exo promoted aerobic glycolysis in LC cells.
EV are found in almost all body fluids and contain many components of cells, including DNA, RNA, and proteins [
25]. With the in-depth studies on EV, it has been found that EV function essentially in ICs, which participate in antigen presentation, growth, immune response to tumors, etc. [
13]. For example, Lan and colleagues discovered that M2M EV enhance colon cancer cell proliferation and invasion by delivery miRNA [
10], and Yang and colleagues found that miR-423-5p promotes gastric cancer cell proliferation and metastasis through suppressing SUFU protein expressions [
26]. These roles of EV give them great potential as cancer therapeutic biomarkers.
With the advancement of technology, more than 100,000 circRNAs have been identified [
27]. There is growing evidence that circRNAs function essentially in LC development and influence cellular functions [
20]. They can regulate CP [
28], migration, and apoptosis [
29], induce multidrug resistance (MDR), and regulate the TME through different signaling pathways [
30]. circRNAs have several functions in TME, promoting or inhibiting immune system and angiogenesis, enhancing endothelial cell permeability, promoting tumor metastasis, causing ECM remodeling, and supporting tumor progression [
31,
32]. Therefore, we performed RNA-seq on circRNAs in M2-EV and found that circFTO expression was elevated in M2-EV. Further studies on circFTO have revealed that circFTO expression is upregulated significantly in LC tissues and cells comparing to paracancerous tissues and normal bronchial epithelial cells. Patients having high circFTO expression have a relatively poor prognosis. Inhibition of circFTO expression significantly reduced the malignancy of NSCLC cells, confirming that circFTO functions to promote NSCLC malignant progression by M2-EV.
More investigations have reported that circRNAs act as miRNA sponges to regulate miRNAs and downstream target gene expressions [
33,
34]. Our team validated miR-148a-3p as a circFTO downstream target by RNA-seq, informatics prediction, and luciferase report analysis validation. Cellular experiments verified that a miR-148a-3p suppressor could rescue inhibitory effect by interfering with circFTO in NSCLC cell proliferation and migration. Our data advise that circFTO regulates NSCLC proliferation and migration via sponge miR-148a-3p, which could inhibit tumorigenesis development. Xu et al. reported that miR-148a-3p suppresses bladder cancer proliferation and migration via regulating Roc-1 expression [
35]. Zeng et al. found that circANKS1B regulates breast cancer by promoting the transcription factor UF1 expression via the sponge miR-148a-3p [
36]. To elucidate molecular mechanism of miR-148a-3p in LC progression, our team combined RNA-seq and informatics prediction results to identify PDK4 as a possible miR-148a-3p downstream target. We confirmed the relationship by dual-LR assay validation and RT-qPCR.
Otto Warburg found that cancer cells could metabolize glucose by glycolysis even in an adequate oxygen supply. Since then, aerobic glycolysis has been recognized as an essential cancer hallmark, providing cancer cells with an advantage in bioenergetics, biosynthesis, and redox homeostasis [
37]. Pyruvate dehydrogenase complex (PDC) catalyzes pyruvate to acetyl coenzyme A in mitochondria and is a crucial regulator of glucose oxidation. PDK4 is a key enzyme regulating PDC activity, which is a crucial pyruvate oxidation and glucose maintenance homeostasis regulator in vivo, promoting the Warburg effect and tumor growth. Li et al. reported that miR-182/PDK4 axis regulates lung tumorigenesis through pyruvate dehydrogenase and adipogenesis regulations [
38]. Xu and colleagues revealed that lncRNA PCAT1 enhances proliferation and glycolysis of laryngeal cancer cells through miR-182/PDK4 axis [
39]. Our findings suggested that circFTO regulated tumor progression and aerobic glycolysis through the miR-148a-3p/PDK4 axis.
To conclude, the cumulative data suggest that M2Ms promote progression and glycolysis in NSCLC via EV-circFTO delivery. The circFTO effects on NSCLC progression and glycolysis are mediated through the miR-148a-3p/PDK4 axis. Therefore, M2M-EV-derived circFTO promotes NSCLC progression and glycolysis via the miR-148a-3p/PDK4 axis (Fig.
8F).
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