Abstract
Purpose
Skeletal metastases are increasingly reported in metastatic triple-negative breast cancer (BC) patients. We previously reported that TGF-β1 sustains activating transcription factor 3(ATF3) expression and is required for cell proliferation, invasion, and bone metastasis genes. Increasing studies suggest the critical regulatory function of microRNAs (miRNAs) in governing BC pathogenesis. TGF-β1 downregulated the expression of miR-4638-3p, which targets ATF3 in human BC cells (MDA-MB-231). In the present study, we aimed to identify the functional role of miR-4638-3p in BC bone metastasis by the caudal artery injection of the MDA-MB-231 cells overexpressing mir-4638 in the mice.
Methods
MDA-MB-231 cells overexpressing miR-4638 were prepared by stable transfections. Reverse transcriptase quantitative PCR was carried out to determine the expression of endogenous miR-4638-3p and bone resorption marker genes. X-ray, micro-CT, and Hematoxylin & Eosin studies were used to determine osteolytic lesions, trabecular structure, bone mineral density, and micrometastasis of cells.
Results
The mice injected with MDA-MB-231 cells overexpressing miR-4638-3p decreased the expression of bone resorption marker genes, compared to MDA-MB-231 cells injection. Reduced osteolytic lesions and restored bone density by MDA-MB-231 cells overexpressing miR-4638-3p were observed. Similarly, the mice injected with MDA-MB-231 cells overexpressing miR-4638-3p showed a better microarchitecture of the trabecular network. A few abnormal cells seen in the femur of MDA-MB-231 cells-injected mice were not found in MDA-MB-231 cells overexpressing miR-4638.
Conclusion
The identified functional role of ATF3 targeting miR-4638-3p in BC bone metastasis in vivo suggests its candidature as BC therapeutics in the future.
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Introduction
Breast cancer (BC) accounts for one-third of cancer diagnoses in women and remains the cardinal cause of mortality globally among adults and middle-aged females. Since the mid-2000s, there has been a steady surge in the BC incidence rates (about 0.5% every year), primarily attributed to decreasing fertility rates and an increase in obesity (Seigel et al. 2022). Specifically, in the case of solid tumors, secondary metastasis remains to be the causal factor for mortality (Dillekås et al. 2019). Oligometastasis to bone or combined with other organs remains to be most frequently diagnosed (~ 70%) in metastatic BC patients (Liu et al. 2020). The tumor-secreted factors are critical in forming and priming the premetastatic niche that favors the survival and growth of metastasized tumor cells in the bone (Chiou et al. 2021). Intrinsic factors, including cytokines, microvesicles, nucleic acids, etc., secreted by tumors or in response to the cancer were identified to modulate the bone microenvironment and govern tumor progression (Ubellacker and McAllister 2016; Li et al. 2023).
The bone matrix serves as an enriched reserve of latent TGF-β1, and tumor-induced osteoclastic resorption of bone results in an acidic environment ideal for activating TGF-β1 (Hering et al. 2001). TGF-β1 is a stimulatory cytokine extensively studied for its role in BC invasion and bone metastasis (Macroni et al. 2019). Activating transcription factor 3 (ATF3), an adaptive and stress response gene, is reported to be dysregulated in human cancers. An increased expression of ATF3 in human BC was found to be due to its localization within the most frequently amplified region, chromosome 1q amplicon in BC (Yin et al. 2008). A study suggested that TGF-β1 could induce the expression of ATF3, and the induced ATF3 upregulated the expression of TGF-β1 in MCF-1OCA1a cells, thus forming a positive feedback loop for TGF-β signaling. Further, upregulated ATF3 was observed to be vital for TGF-β1 to increase the expression of its Epithelial–Mesenchymal Transition (EMT)-related genes, including snail, slug, and twist, hence increasing BC cell motility (Yin et al. 2010; Ku et al. 2020; Yan et al. 2021). Cell proliferation (cyclin A1), invasion (matrix metalloproteinase 13; MMP13), and metastasis (Runx2) genes were found to be ATF3 target genes (Kwok et al. 2009; Gokulnath et al. 2017; Rohini et al. 2019, 2021). Thus, targeting ATF3 might aid in controlling BC progression and subsequent metastasis (Huang et al. 2021).
In recent years, there are reports suggesting the potential of non-coding RNAs (miRNAs and circRNAs) as cancer biomarkers (Shenglong Li 2021; Bevacqua et al. 2022; Guo et al. 2023). Increasing studies suggest the critical regulatory function of microRNAs (miRNAs) in governing BC pathogenesis (Bertoli et al. 2015; Bhat et al. 2019; Akshaya et al. 2023). miRNAs are post-transcriptional regulators that regulate gene expression under physiological and pathological conditions (O'Brien et al. 2018). miRNAs such as miR-155, miR-125b, miR-21, and miR-222 were clinically associated with tumor resistance to standard treatments, thus serving as predictors of response to BC therapeutics (Campos-Parra et al. 2017). Overexpression of miR-183-5p and miR-492 promoted proliferation and invasion and induced pre-neoplastic phenotypes in the 3D culture of BC cells, recapitulating the phenotypes observed upon the loss of connexin 43 (Cx43), a tumor suppressor gene. Although both miRNAs did not directly target Cx43, they disrupted the epithelial polarity in BC cells via downregulating gap junctional and various other cell junction gene targets (Chasampalioti et al. 2019; Naser Al Deen et al. 2022).
Previously, we reported on the tumor suppressive role of miR-4638-3p in controlling TGF-β1 stimulated BC progression and bone metastasis in vitro. Overexpression of this miRNA reduced proliferation, invasion, and migration, promoted apoptosis, and arrested human BC cells (MDA-MB-231) at G0/G1 phase (Akshaya et al. 2022). One of the primary concerns associated with the cell culture-based study is the reproducibility of the results in vivo. The inability of the in vitro models to provide information on the heterogeneity of cancer, its microenvironment, and associated stromal cells has impeded the understanding of tumor pathogenesis, treatment response, and systemic response to the drug (Sajjad et al. 2021). Nude mice models are prevalently used to decipher the molecular mechanism behind tumor progression and metastasis (Park et al. 2018). Traditionally, the intracardiac injection was the best approach for studying the bone metastasis of BC cells. However, alternative models were suggested due to the increased mortality and other vital organ metastases (Campbell et al. 2021). Caudal artery injection of cells to study bone metastases is recently developed and proven to be the more appropriate model for investigating bone metastasis that has reduced mortality, decreased rates of vital organ metastases, and preferential delivery of cells to the bones of hind limbs (Farhoodi et al. 2020). In this study, we aimed to validate the functional role of miR-4638-3p in influencing the bone metastasis of human BC cells in vivo using a caudal artery injection model system. Our results suggested that the stable overexpression of miR-4638-3p could reduce the bone metastatic potential of human BC cells, highlighting the candidature of this miRNA as a therapeutic agent for treating BC bone metastasis.
Materials and methods
Transformation and restriction digestion
The pCMV-MIR (empty vector; pCMV-EV; Cat #PCMVMIR, Origene, USA) and pCMV-MIR4638 (mir-4638 overexpressing vector; pCMV-miR; Cat # SC401776, Origene, USA) were transformed into JM-109 cells by CaCl2-mediated transformation as mentioned in (Asif et al. 2017). The transformed cells were then selected in an LB agar plate using kanamycin (25 μg/ml) to obtain individual colonies, which were then cultured overnight in LB broth. Respective plasmids were then isolated using Qiagen Miniprep (Qiagen, Valencia, CA) and subjected to XhoI digestion to verify their size.
Stable cells generation and selection
MDA-MB-231 cells were transfected with pCMV-EV or pCMV-miR using lipofectamine 2000. Post 48 h of transfection, stably transfected cells were selected using increasing concentrations of neomycin sulfate, starting from 50 μg/ml to 200 μg/ml (till ~ 90% of cells died). The survived cells were then selected using clonal rings and were propagated individually to form clones. Six clones were chosen for MDA-EV (MDA-MB-231 cells transfected with empty vector) and MDA-miR (MDA-MB-231 cells transfected with pCMV-MIR4638) (C1 to C6) and propagated individually. The propagated cells were then harvested, and the most appropriate clone was selected by determining the expression of miR-4638-3p using reverse transcriptase quantitative polymerase chain reaction (RT-qPCR) analysis (Akshaya et al. 2022).
Bone metastasis model system
The Centre for Cellular and Molecular Biology, Hyderabad, India, provided the female nude mice utilized in the studies. The mice were 4 to 5 weeks old and weighed about 20–25 g. According to the Institutional Guidelines and Regulations for the Care and Use of Laboratory Animals established by the Committee for the Purpose of Control and Supervision of Experiments on Animals (CPCSEA) in accordance with the Prevention of Cruelty to Animals Act 1960, Government of India, all experimental procedures were carried out under these guidelines. The Institutional Animal Ethical Committee of SRM IST, located in Kattankulathur, India, granted permission for the study (IAEC No. SAF/IAEC/280622/024). Three groups of animals (n = 8) were used: control (1 × PBS), MDA-EV-, and MDA-miR-injected groups. Following anesthesia (IP administration of ketamine (100 mg/kg) and xylazine (10 mg/kg), 1 × PBS (100 μl) or respective cells resuspended in 1 × PBS (~ 60,000 cells/100 μl) were injected into the caudal artery as mentioned previously (Han et al. 2020; Zhong et al. 2020). After being observed for 30 days post-injection, the animals were sacrificed by anesthetic overdose. For further studies, the femur and tibiae were dissected and fixed for 48 h at room temperature in 10% neutral buffered formalin.
Reverse transcriptase quantitative polymerase chain reaction (RT-qPCR)
Total RNA was isolated from the cells, quantified, and subjected to complementary DNA (cDNA) synthesis using miScript PCR assay (Qiagen, CA). Further, quantitative PCR was performed using miScript primer assay (Qiagen, CA) in Quant Studio 3 applied biosystem. The fold change in the expression of miR-4638-3p was calculated using ∆∆CT method. RPL13A/B was an endogenous control (Akshaya et al. 2022).
Fresh bones collected from respective groups were grounded into powder using liquid nitrogen, and total RNA was isolated. The cDNA was then synthesized using an iScript cDNA synthesis kit (Biorad, USA), and the qPCR analysis was performed with TB green premix Ex Taq II (Takara, USA) using the primers for Trap5 and Cathepsin K (Table 1). The relative expression of bone resorption marker genes (Trap5 and Cathepsin K) was estimated using the ∆∆CT method and normalized with RPL13A/B (Rohini et al. 2018; Malavika et al. 2020).
X-ray and µ-CT analyses
A set of collected and formalin-fixed bones was subjected to X-ray analysis (X-ray tube voltage: 58 kV and exposure time: 1.2 to 1.6 s), and bone density was calculated using ImageJ software. Further, these bones were subjected to µ-CT imaging using SKYSCAN, Bruker, USA. The dissected femur and tibia bones were imaged using the following parameters: 9 μm pixel size, 55 kV of X-ray tube voltage, 197–198 μA of X-ray tube current, 360º rotation with 0.5 degrees per scan, and a partial width of 100% (Kim et al. 2021; Shim et al. 2022). A total area of 10 mm (5 mm above and below the femur and tibia joint) was fixed for scanning. Reconstruction, analysis, and modeling were performed using NRecon, CTAn, and CTVox software, respectively.
Histological staining
Post-fixation, the samples were decalcified using 20% EDTA solution (pH adjusted to 7.4) at 4º C for 14 days. The decalcification solution was changed every 72 h. The decalcified bones were washed with 1 × PBS twice and stored at 4ºC until further analyses. The decalcified samples were then paraffin embedded, longitudinally sectioned (4 µm), and subjected to hematoxylin & eosin (H&E) staining, as described previously (Sun et al. 2018).
Statistical analysis
All the quantitative data were generated using biological triplicates (n = 3 samples). One-way ANOVA analysis was used to determine the significance of the data, and mean ± standard deviations were used to depict the values; p-value < 0.05 was deemed statistically significant. Eight nude mice per group were utilized in animal experiments, which were determined using Cochran’s sample size determination formula (Z = 1.96; p = 0.1 (10% mortality); d = 0.12 (12% precision)).
Results
Generation of MDA-MB-231 cells stably overexpressing miR-4638-3p
To validate the function of miR-4638-3p in vivo, six clones from MDA-MB-231 cells stably transfected with pCMV or pCMV-miR were picked up for each of these stable cells. The most appropriate clone was selected by determining the expression profile of miR-4638-3p using RT-qPCR analysis. Results indicated a significant upregulation in the expression of miR-4638-3p in clone 4 (C4) of MDA-miR when compared to parental MDA-MB-231 cells (MDA), suggesting successful stable transfection and processing of overexpressed precursor mir-4638 into miR-4638-3p in these cells (Fig. 1). In case of MDA-EV cells, clone 2 (C2) was selected as the relative expression of miR-4638-3p in these cells was not significantly different, compared to parental MDA cells (Fig. 1). Together, this result indicated the successful generation of MDA-EV and MDA-miR stable cells.
Determination of the functional role of miR-4638-3p in vivo by RT-qPCR analysis
The stable cells (MDA-EV and MDA-miR) generated were injected into nude mice via caudal artery injection in the tail, as described in the methodology. Thirty days post-injection, the animals were sacrificed, and femur and tibia bones were collected. A set of fresh bones from each group were ground into powder using liquid nitrogen and mixed with RNAiso plus reagent. Total RNA was extracted and subjected to RT-qPCR analysis to determine the expression of bone resorption marker genes such as Trap5 and Cathepsin K. The results showed a significant reduction in the mRNA expression of Trap5 and Cathepsin K in the bones of MDA-miR-injected mice when compared to MDA-EV-injected mice (Fig. 2). These results suggest that the stable overexpression of miR-4638-3p could impair the bone resorption potential of MDA-MB-231 cells in vivo.
X-ray analysis of bone metastasis in vivo
The femur and tibia bones obtained were fixed using 10% buffered formalin for 48 h and stored at 4º C until further analysis. The fixed bones were then subjected to X-ray analysis, as mentioned in the methodology. The results showed a presence of a mild osteolytic lesion in the femurs of the mice injected with MDA-EV cells (Fig. 3B). In contrast, there was a decreased osteolytic lesion when the mice were injected with MDA-miR cells (Fig. 3C). The mice injected with 1 × PBS alone as control group showed no osteolytic lesions in the femurs (Fig. 3A). The obtained X-rays were quantified (marked as circle in red) using ImageJ software, and bone density was calculated. A significant reduction in bone density was observed in the mice injected with MDA-EV cells compared to control. When the mice were injected with MDA-miR, the reduction of bone density found in MDA-EV cells was rescued (Fig. 3D), suggesting the role of miR-4638-3p in controlling bone metastasis in vivo.
µ-CT analysis of bone metastasis in vivo
The µ-CT analysis was performed to verify bone metastasis, and the quantitative data were used to determine the porosity, bone volume, and BMD. The representative images of a pixel of the analyzed bones are shown in Fig. 4A. Compared to control mice, there was notable damage and a decrease in the microarchitecture of the trabecular bones of MDA-EV-injected mice, whereas the mice injected with MDA-miR cells showed a better microarchitecture of the trabecular network compared to the mice injected with MDA-EV cells (Fig. 4A). The percentage of closed pores has an inverse correlation with the porosity of the bone. A significant reduction in the % of closed pores in MDA-EV-injected mice was observed, compared to both control and MDA-miR-injected groups, indicating increased bone porosity (Fig. 4B). In terms of bone volume and BMD, there was a significant reduction in the bone volume and BMD in the femur and tibia of MDA-EV-injected mice compared to the control. In MDA-miR-injected mice, the bone volume and BMD were closely restored compared to the control (Fig. 4C and D). Together, these results suggested that overexpression of miR-4638-3p could reduce bone metastasis in vivo.
Histological staining
H&E staining was conducted with the femur bones. The results indicated the presence of abnormal foreign cells in the bone marrow environment of MDA-EV mice, which might be due to the micrometastasis of injected MDA-MB-231 cells (highlighted in black dotted circles) (Fig. 5B). In contrast, these cells were completely absent in the bone marrow environment of control and MDA-miR-injected mice (Fig. 5A and C). These results indicated that overexpression of miR-4638-3p could curb the bone metastasis of MDA-MB-231 cells in vivo.
Discussion
BC is a primary concern that critically affects women's health and quality of health. Due to the tumor heterogeneity and resistance acquired to the administered therapies, there is an increasing demand for novel and effective molecules for BC treatment (Shinde et al. 2023). Recent development in bioinformatics and experimental approaches has shed light on the regulatory role of miRNAs and their candidature as next-generation therapeutic regimens. Various sophisticated pre-clinical and clinical trials are required to understand the molecular function of miRNAs and their candidature as therapeutics in vivo (Ding et al. 2020; Haider et al. 2022). Previously, we reported the role of miR-4638-3p in reducing BC proliferation, invasion, and bone metastasis by directly targeting ATF3 in vitro (Akshaya et al. 2022). In this study, we investigated the functional role of miR-4638-3p in regulating BC progression and bone metastasis in vivo. First, MDA-MB-231 cells stably overexpressing empty vector (MDA-EV) or mir-4638 (MDA-miR) were generated by stable transfection. Researchers utilize stable cell lines for various applications, such as studying differentiation, gene expression, and cellular toxicity (Tandon et al. 2018). The stable cells generated were selected, and six clones, each for MDA-EV and MDA-miR cells, were selected. The most appropriate clone of the generated stable cells was selected based on the expression of miR-4638-3p using RT-qPCR (Fig. 1).
Stable cell-mediated delivery of miRNAs into in vivo models has become increasingly significant in recent years (Wang et al. 2019; Zhou et al. 2022; Yu et al. 2023). The transient transfection generates temporary effects making it suitable for studying short-term effects of gene expression, and stable transfection is useful to develop and understand the permanent impact of genetic modifications. For instance, stable overexpression of miR-10b enhanced the expression of EMT and stemness markers in MCF-7 cells via negative regulation of PTEN and continued activation of Akt signaling (Bahena-Ocampo et al. 2016). Likewise, another study reported on the tumor suppressive role of miR-1287-5p in reducing cell growth in vitro and in vivo upon stable overexpression in BC cell lines (Schwarzenbacher et al. 2019). The stable overexpression of miR-133b reduced the BC metastasis in vivo via targeting Translocase of Inner Mitochondrial Membrane 17 homolog A (TIMM17A), a mitochondrial protein (Li et al. 2019). Overexpression of miR-3613-3p suppressed the growth and lung metastases of hBC cells in vivo (Chen et al. 2021). In a recent study, stable overexpression of miR-4521 inhibited cell proliferation, invasion, migration and EMT, and reduced DNA damage response in BC via targeting FOXM1 (Kuthethur et al. 2023).
Nude mice models are prevalently used to decipher the molecular mechanism behind tumor progression and metastasis (Park et al. 2018; Li et al. 2021). Traditionally, the intracardiac injection was the best approach for studying the bone metastasis of BC cells. However, alternative models are suggested due to the increased mortality and other vital organ metastases by cardiac injection (Campbell et al. 2021). Caudal artery injection of cells to study bone metastases is recently developed and proven to be the more appropriate model for investigating bone metastasis that has reduced mortality, decreased rates of vital organ metastases, and preferential delivery of cells to the bones of hind limbs (Farhoodi et al. 2020). Studies suggested caudal artery injection as a model for bone metastasis (Han et al. 2020; Zhong et al. 2020; Kuchimaru et al. 2021).
Our results indicated a significant reduction in the expression of Trap5 and Cathepsin K in MDA-miR-injected mice when compared to MDA-EV-injected mice (Fig. 2), suggesting that overexpression of miR-4638-3p could reduce BC-induced osteoclastogenesis in vivo. Similar to our findings, a study reported that the knockdown of miR-214-3p in nude mice reduced osteoclast activity and prevented bone metastasis of inoculated BC cells (Liu et al. 2017). Further, X-ray and µ-CT analyses were conducted to assess the bone metastasis of injected cells. Results from X-ray analysis suggested the presence of a mild osteolytic lesion in the femur of MDA-EV-injected mice (Fig. 3B) and a significantly reduced bone density in MDA-EV-injected mice when compared to control and MDA-miR-injected mice (Fig. 3D). While X-ray analysis offers details regarding the presence or absence of osteolytic lesions, it has limited resolution. It cannot generate three-dimensional, quantifiable images to measure tumor-induced bone loss (Geffre et al. 2015). At present, µ-CT analysis is extensively utilized to accurately and efficiently study bone structure and microarchitecture (Kim et al. 2021). It can provide intricate details regarding micrometastasis and the process of tumor progression, specifically highlighting the tumor-induced bone changes (Young et al. 2023). In our study, the µ-CT analysis indicated notable damage in the microarchitecture in the femur of MDA-EV-injected mice, compared to control or MDA-miR-injected mice (Fig. 4A). In contrast, the mice injected with MDA-miR cells stably overexpressing miR-4638-3p were observed to have significantly reduced BC-induced bone porosity (Fig. 4B), restored bone volume (Fig. 4C) and BMD (Fig. 4D), compared to MDA-EV-injected and control mice. Together, these results suggested that overexpression of miR-4638-3p could reduce bone metastasis in vivo.
H&E staining remains the gold standard technique used to primarily diagnose BC, followed by special staining for molecular markers is required for further subtyping (Li et al. 2018). This staining offers details about the architecture of the tissue components and aids in investigating cellular morphology, which is essential for cancer diagnosis (Shovon et al. 2022). Our results from H&E staining suggested the presence of abnormal foreign cells in the bone marrow microenvironment of the femur of MDA-EV-injected mice (Fig. 5). In contrast, no such cells were seen in control or MDA-miR-injected mice. However, these abnormal cells were observed only in one of six femur samples of MDA-EV-injected mice randomly analyzed.
Conclusion
In the present study, we analyzed the functional role of ATF3 targeting miR-4638-3p in BC progression and bone metastasis in vivo. Stable overexpression of miR-4638-3p in BC cells decreased the bone resorption potential, reduced osteolytic lesions, maintained the porous microarchitecture of the trabecular bones, and restored bone volume and BMD. In addition, stable overexpression of this miRNA reduced the micrometastasis of BC cells to bones. Thus, miR-4638-3p could aid in curbing the bone metastasis of BC cells, emphasizing the candidature of this miRNA as BC therapeutics in the future. However, a limiting factor of this study is the minimal effectiveness of miR-4638-3p observed in vivo, emphasizing the need for an extended and better-optimized animal study to determine the functional role of this miRNA in controlling BC bone metastasis.
Data availability
The data supporting the findings of this study are available from the corresponding author upon reasonable request.
Abbreviations
- BC:
-
Breast cancer
- ATF3:
-
Activating transcription factor 3
- pre-mir:
-
Precursor microRNA
- EMT:
-
Epithelial–mesenchymal transition
- CPCSEA:
-
Committee for the purpose of control and supervision of experiments on animals
- µ-CT:
-
Microcomputed tomography
- H&E:
-
Hematoxylin & Eosin
- TIMM17A:
-
Translocase of inner mitochondrial membrane 17 homolog A
- BMD:
-
Bone mineral density
References
Akshaya RL, Rohini M, He Z, Partridge NC, Selvamurugan N (2022) MiR-4638–3p regulates transforming growth factor-β1-induced activating transcription factor-3 and cell proliferation, invasion, and apoptosis in human breast cancer cells. Int J Biol Macromol 222(PtB):1974–1982. https://doi.org/10.1016/j.ijbiomac.2022.09.286
Akshaya AL, Saranya I, Selvamurugan N (2023) MircroRNAs mediated interaction of tumor microenvironment cells with breast cancer cells during bone metastasis. Breast Cancer 6:910–925. https://doi.org/10.1007/s12282-023-01491-0
Asif A, Mohsin H, Tanvir R, Rehman Y (2017) Revisiting the mechanisms involved in calcium chloride induced bacterial transformation. Front Microbiol 8:2169. https://doi.org/10.3389/fmicb.2017.02169
Bahena-Ocampo I, Espinosa M, Ceballos-Cancino G, Lizarraga F, Campos-Arroyo D, Schwarz A, Maldonado V, Melendez-Zajgla J, Garcia-Lopez P (2016) miR-10b expression in breast cancer stem cells supports self-renewal through negative PTEN regulation and sustained AKT activation. EMBO Rep 17(5):648–658. https://doi.org/10.15252/embr.201540678
Bertoli G, Cava C, Castiglioni I (2015) MicroRNAs: new biomarkers for diagnosis, prognosis, therapy prediction and therapeutic tools for breast cancer. Theranostics 5(10):1122–1143. https://doi.org/10.7150/thno.11543
Bevacqua E, Ammirato S, Cione E, Curcio R, Dolce V, Tucci P (2022) The potential of MicroRNAs as non-invasive prostate cancer biomarkers: a systematic literature review based on a machine learning approach. Cancers 14(21):5418. https://doi.org/10.3390/cancers14215418
Bhat SA, Majid S, Hassan T (2019) MicroRNAs and its emerging role as breast cancer diagnostic marker- A review. Adv Biomark Sci Technol 1:1–8
Campbell JP, Merkel AR, Masood-Campbell SK, Elefteriou F, Sterling JA (2021) Models of bone metastasis. J vis Exp 67:e4260
Campos-Parra AD, Mitznahuatl GC, Pedroza-Torres A, Romo RV, Reyes FIP, López-Urrutia E, Pérez-Plasencia C (2017) Micro-RNAs as potential predictors of response to breast cancer systemic therapy: future clinical implications. Int J Mol Sci 18(6):1182. https://doi.org/10.3390/ijms18061182
Chasampalioti M, Green AR, Ellis IO, Rakha EA, Jackson AM, Spendlove I, Ramage JM (2019) Connexin 43 is an independent predictor of patient outcome in breast cancer patients. Breast Cancer Res Treat 174(1):93–102. https://doi.org/10.1007/s10549-018-5063-9
Chen C, Pan Y, Bai L, Chen H, Duan Z, Si Q, Zhu R, Chuang TH, Luo Y (2021) MicroRNA-3613-3p functions as a tumor suppressor and represents a novel therapeutic target in breast cancer. Breast Cancer Res: BCR 23(1):12. https://doi.org/10.1186/s13058-021-01389-9
Chiou AE, Liu C, Moreno-Jiménez I, Tang T, Wagermaier W, Dean MN, Fischbach C, Fratzl P (2021) Breast cancer-secreted factors perturb murine bone growth in regions prone to metastasis. Sci Adv 7(12):2283. https://doi.org/10.1126/sciadv.abf2283
Deen NNA, Lanman NA, Chittiboyina S, Fostok S, Nasr R, Lelièvre S, Talhouk R (2022) Over-expression of miR-183-5p or miR-492 triggers invasion and proliferation and loss of polarity in non-neoplastic breast epithelium. Sci Rep 12(1):21974. https://doi.org/10.1038/s41598-022-25663-8
Dillekås H, Rogers MS, Straume O (2019) Are 90% of deaths from cancer caused by metastases? Cancer Med 8(12):5574–5576. https://doi.org/10.1002/cam4.2474
Ding L, Li J, Wu C, Yan F, Li X, Zhang S (2020) A self-assembled RNA-triple helix hydrogel drug delivery system targeting triple-negative breast cancer. Journal of Materials Chemistry B 8(16):3527–3533. https://doi.org/10.1039/c9tb01610d
Farhoodi HP, Segaliny AI, Wagoner ZW, Cheng JL, Liu L, Zhao W (2020) Optimization of a syngeneic murine model of bone metastasis. Journal of Bone Oncology 23:100298. https://doi.org/10.1016/j.jbo.2020.100298
Geffre CP, Pond E, Pond GD, Sroka IC, Gard JM, Skovan BA, Meek WE, Landowski TH, Nagle RB, Cress AE (2015) Combined micro-CT and histopathology for evaluation of skeletal metastasis in live animals. American Journal of Translational Research 7(2):348–355
Gokulnath M, Swetha R, Thejaswini G, Shilpa P, Selvamurugan N (2017) Transforming growth factor-β1 regulation of ATF-3, c-Jun and JunB proteins for activation of matrix metalloproteinase-13 gene in human breast cancer cells. Int J Biol Macromol 94(PtA):370–377. https://doi.org/10.1016/j.ijbiomac.2016.10.026
Guo X, Gao C, Yang DH, Li S (2023) Exosomal circular RNAs: A chief culprit in cancer chemotherapy resistance. Drug Resist Updat 67:100937. https://doi.org/10.1016/j.drup.2023.100937
Haider MT, Smit DJ, Taipaleenmäki H (2022) MicroRNAs: emerging regulators of metastatic bone disease in breast cancer. Cancers 14(3):729. https://doi.org/10.3390/cancers14030729
Han Y, Nakayama J, Hayashi Y, Jeong S, Futakuchi M, Ito E, Watanabe S, Semba K (2020) Establishment and characterization of highly osteolytic luminal breast cancer cell lines by intracaudal arterial injection. Genes Cells 25(2):111–123. https://doi.org/10.1111/gtc.12743
Hering S, Isken E, Knabbe C, Janott J, Jost C, Pommer A, Muhr G, Schatz H, Pfeiffer AF (2001) TGFbeta1 and TGFbeta2 mRNA and protein expression in human bone samples. Exp Clin Endocrinol Diabetes 109(4):217–226. https://doi.org/10.1055/s-2001-15109
Huang C, Chen R, Zheng F, Tang Y, Wang X, Chen Z, Lai X (2021) Inhibitory role of ATF3 in gastric cancer progression through regulating cell EMT and stemness. Cancer Cell Int 21(1):127. https://doi.org/10.1186/s12935-021-01828-9
Kim Y, Brodt MD, Tang SY, Silva MJ (2021) Micro-CT for scanning and analysis of mouse bones. In: Hilton MJ (ed) Methods in molecular biology (Clifton, N.J). Springer, NY, pp 169–198. https://doi.org/10.1007/978-1-0716-1028-2_11
Ku HC, Cheng CF (2020) Master regulator activating transcription factor 3 (ATF3) in metabolic homeostasis and cancer. Front Endocrinol 11:556. https://doi.org/10.3389/fendo.2020.00556
Kuchimaru T, Kizaka-Kondoh S (2021) A murine bone metastasis model using caudal artery injection and bioluminescence imaging. In: Kim S-B (ed) Methods in molecular biology. N.J, Clifton, pp 37–42. https://doi.org/10.1007/978-1-0716-1258-3_4
Kuthethur R, Adiga D, Kandettu A, Jerome MS, Mallya S, Mumbrekar KD, Kabekkodu SP, Chakrabarty S (2023) MiR-4521 perturbs FOXM1-mediated DNA damage response in breast cancer. Front Mol Biosci 10:1131433. https://doi.org/10.3389/fmolb.2023.1131433
Kwok S, Rittling SR, Partridge NC, Benson CS, Thiyagaraj M, Srinivasan N, Selvamurugan N (2009) Transforming growth factor-beta1 regulation of ATF-3 and identification of ATF-3 target genes in breast cancer cells. J Cell Biochem 108(2):408–414. https://doi.org/10.1002/jcb.22267
Li S (2021) The basic characteristics of extracellular vesicles and their potential application in bone sarcomas. J Nanobiotechnol 19(1):277. https://doi.org/10.1186/s12951-021-01028-7
Li Y, Li N, Yu X, Huang K, Zheng T, Cheng X, Zeng S, Liu X (2018) Hematoxylin and eosin staining of intact tissues via delipidation and ultrasound. Sci Rep 8(1):12259. https://doi.org/10.1038/s41598-018-30755-5
Li X, Deng S, Pang X, Song Y, Luo S, Jin L, Pan Y (2019) LncRNA NEAT1 silenced miR-133b promotes migration and invasion of breast cancer cells. Int J Mol Sci 20(15):3616. https://doi.org/10.3390/ijms20153616
Li S, Liu F, Zheng K, Wang W, Qiu E, Pei Y, Wang S, Zhang J, Zhang X (2021) CircDOCK1 promotes the tumorigenesis and cisplatin resistance of osteogenic sarcoma via the miR-339-3p/IGF1R axis. Mol Cancer 20(1):161. https://doi.org/10.1186/s12943-021-01453-0
Li S, Kang Y, Zeng Y (2023) Targeting tumor and bone microenvironment: Novel therapeutic opportunities for castration-resistant prostate cancer patients with bone metastasis. Biochim Et Biophys Acta (BBA) Revi Cancer 1879:189033. https://doi.org/10.1016/j.bbcan.2023.189033
Liu J, Li D, Dang L, Liang C, Guo B, Lu C, He X, Cheung HY, He B, Liu B, Li F, Lu J, Wang L, Shaikh AB, Jiang F, Lu C, Peng S, Zhang Z, Zhang BT, Pan X, Zhang G (2017) Osteoclastic miR-214 targets TRAF3 to contribute to osteolytic bone metastasis of breast cancer. Sci Rep 7:40487. https://doi.org/10.1038/srep40487
Liu D, Wu J, Lin C, Andriani L, Ding S, Shen K, Zhu L (2020) Breast subtypes and prognosis of breast cancer patients with initial bone metastasis: a population-based study. Front Oncol 10:580112. https://doi.org/10.3389/fonc.2020.580112
Malavika D, Shreya S, Raj Priya V, Rohini M, He Z, Partridge NC, Selvamurugan N (2020) miR-873-3p targets HDAC4 to stimulate matrix metalloproteinase-13 expression upon parathyroid hormone exposure in rat osteoblasts. J Cell Physiol 235(11):7996–8009. https://doi.org/10.1002/jcp.29454
Marconi R, Serafini A, Giovanetti A, Bartoleschi C, Pardini MC, Bossi G, Strigari L (2019) Cytokine modulation in breast cancer patients undergoing radiotherapy: a revision of the most recent studies. Int J Mol Sci 20(2):382. https://doi.org/10.3390/ijms20020382
O’Brien J, Hayder H, Zayed Y, Peng C (2018) Overview of MicroRNA biogenesis, mechanisms of actions, and circulation. Front Endocrinol 9:402. https://doi.org/10.3389/fendo.2018.00402
Park MK, Lee CH, Lee H (2018) Mouse models of breast cancer in preclinical research. Lab Anim Res 34(4):160–165. https://doi.org/10.5625/lar.2018.34.4.160
Rohini M, Gokulnath M, Miranda PJ, Selvamurugan N (2018) miR-590-3p inhibits proliferation and promotes apoptosis by targeting activating transcription factor 3 in human breast cancer cells. Biochimie 154:10–18. https://doi.org/10.1016/j.biochi.2018.07.023
Rohini M, Arumugam B, Vairamani M, Selvamurugan N (2019) Stimulation of ATF3 interaction with Smad4 via TGF-β1 for matrix metalloproteinase 13 gene activation in human breast cancer cells. Int J Biol Macromol 134:954–961. https://doi.org/10.1016/j.ijbiomac.2019.05.062
Rohini M, Vairamani M, Selvamurugan N (2021) TGF-β1-stimulation of NFATC2 and ATF3 proteins and their interaction for matrix metalloproteinase 13 expression in human breast cancer cells. Int J Biol Macromol 192:1325–1330. https://doi.org/10.1016/j.ijbiomac.2021.10.099
Sajjad H, Imtiaz S, Noor T, Siddiqui YH, Sajjad A, Zia M (2021) Cancer models in preclinical research: a chronicle review of advancement in effective cancer research. Anim Models Exp Med 4(2):87–103. https://doi.org/10.1002/ame2.12165
Schwarzenbacher D, Klec C, Pasculli B, Cerk S, Rinner B, Karbiener M, Ivan C, Barbano R, Ling H, Wulf-Goldenberg A, Stanzer S, Rinnerthaler G, Stoeger H, Bauernhofer T, Haybaeck J, Hoefler G, Jahn SW, Parrella P, Calin GA, Pichler M (2019) MiR-1287-5p inhibits triple negative breast cancer growth by interaction with phosphoinositide 3-kinase CB, thereby sensitizing cells for PI3Kinase inhibitors. Breast Cancer Res: BCR 21(1):20. https://doi.org/10.1186/s13058-019-1104-5
Shim J, Iwaya C, Ambrose CG, Suzuki A, Iwata J (2022) Micro-computed tomography assessment of bone structure in aging mice. Sci Rep 12(1):8117. https://doi.org/10.1038/s41598-022-11965-4
Shinde SS, Ahmed S, Malik JA, Hani U, Khanam A, Ashraf Bhat F, Ahmad Mir S, Ghazwani M, Wahab S, Haider N, Almehizia AA (2023) Therapeutic delivery of tumor suppressor miRNAs for breast cancer treatment. Biology 12(3):467. https://doi.org/10.3390/biology12030467
Shovon MSH, Islam MJ, Nabil MNAK, Molla MM, Jony AI, Mridha MF (2022) Strategies for enhancing the multi-stage classification performances of HER2 breast cancer from hematoxylin and eosin images. Diagnostics (basel, Switzerland) 12(11):2825. https://doi.org/10.3390/diagnostics12112825
Siegel RL, Miller KD, Fuchs HE, Jemal A (2022) Cancer statistics, 2022. CA Cancer J Clin 72(1):7–33. https://doi.org/10.3322/caac.21708
Sun C, Wang B, Li J, Shangguan J, Figini M, Zhou K, Pan L, Ma Q, Zhang Z (2018) Quantitative measurement of breast carcinoma fibrosis for the prediction in the risk of bone metastasis. Am J Transl Res 10(6):1852–1859
Tandon N, Thakkar KN, LaGory EL, Liu Y, Giaccia AJ (2018) Generation of stable expression mammalian cell lines using lentivirus. Bio-Protoc 8(21):e3073. https://doi.org/10.21769/BioProtoc.3073
Ubellacker JM, McAllister SS (2016) The unresolved role of systemic factors in bone metastasis. J Bone Oncol 5(3):96–99. https://doi.org/10.1016/j.jbo.2016.03.009
Wang H, Tan Z, Hu H, Liu H, Wu T, Zheng C, Wang X, Luo Z, Wang J, Liu S, Lu Z, Tu J (2019) microRNA-21 promotes breast cancer proliferation and metastasis by targeting LZTFL1. BMC Cancer 19(1):738. https://doi.org/10.1186/s12885-019-5951-3
Yan L, Gaddis S, Coletta LD, Repass J, Powell KL, Simper MS, Chen Y, Byrom M, Zhong Y, Lin K, Liu B, Lu Y, Shen J, MacLeod MC (2021) ATF3-induced mammary tumors exhibit molecular features of human basal-like breast cancer. Int J Mol Sci 22(5):2353. https://doi.org/10.3390/ijms22052353
Yin X, Dewille JW, Hai T (2008) A potential dichotomous role of ATF3, an adaptive-response gene, in cancer development. Oncogene 27(15):2118–2127. https://doi.org/10.1038/sj.onc.1210861
Yin X, Wolford CC, Chang YS, McConoughey SJ, Ramsey SA, Aderem A, Hai T (2010) ATF3, an adaptive-response gene, enhances TGF{beta} signaling and cancer-initiating cell features in breast cancer cells. J Cell Sci 123(Pt 20):3558–3565. https://doi.org/10.1242/jcs.064915
Young SAE, Heller AD, Garske DS, Rummler M, Qian V, Ellinghaus A, Duda GN, Willie BM, Gruneboom A, Cipitria A (2023) From breast cancer cell homing to the onset of early bone metastasis: dynamic bone (re)modeling as a driver of osteolytic disease. BioRxiv 5:66
Yu Y, Li K, Peng Y, Wu W, Chen F, Shao Z, Zhang Z (2023) Animal models of cancer metastasis to the bone. Front Oncol 13:1165380. https://doi.org/10.3389/fonc.2023.1165380
Zhong L, Miller HD, Zhang Y, Jin B, Ge D, You Z (2020) Intra-arterial injection to create bone metastasis of prostate cancer in mice. Am J Clin Exp Urol 8(4):93–100
Zhou J, Sun X, Zhang X, Yang H, Jiang Z, Luo Q, Liu Y, Wang G (2022) miR-107 is involved in the regulation of NEDD9-mediated invasion and metastasis in breast cancer. BMC Cancer 22(1):533. https://doi.org/10.1186/s12885-022-09603-3
Acknowledgements
The authors thank Mrs. R. Rajilekha (Central Lab, SRM Medical College and Hospital, Kattankulathur) for technical support in histological staining. They also thank Dr. Krushna C Hembram and Dr. Aravind Kumar Rengan (IIT Hyderabad) for supporting µ-CT analysis.
Funding
This study was funded by the Indian Council of Medical Research, India [No.5/13/05/2019/NCD-III to N.S.] and the Department of Science & Technology [DST/INSPIRE Fellowships: 2019/IF190170 to R. L. A. and 2021/IF210073 to I. S.].
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RLA performed the experiments and wrote the manuscript. IS supported animal handling and wrote the manuscript. GM offered technical training and guidance in animal handling. PV assisted in performing H&E staining. PS and RI provided expert guidance for H&E staining data analysis. NS designed and reviewed the content and secured funding for this research.
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Akshaya, R.L., Saranya, I., Salomi, G.M. et al. In vivo validation of the functional role of MicroRNA-4638-3p in breast cancer bone metastasis. J Cancer Res Clin Oncol 150, 63 (2024). https://doi.org/10.1007/s00432-023-05601-5
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DOI: https://doi.org/10.1007/s00432-023-05601-5