Yechezkel Sidi
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Research Interests
Yechezkel Sidi has a total of 550 co-authors. Here are the top co-authors by number of shared publications:
J Pinkhas
27 shared publicationsShaye Kivity
Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
19 shared publications- Dror Avni
Laboratory of Molecular Cell Biology, Center for Cancer Research and Department of Medicine C, Sheba Medical Center, Tel Hashomer, Israel
18 shared publications Shlomo Segev
Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
17 shared publicationsJ. Pinkhas
Department of Internal Medicine D, Beilinson Medical Center, Petah Tikva and the Sackler Faculty of Medicine, Tel Aviv University , Israel
12 shared publicationsIlan Goldenberg
Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
11 shared publications
Latest Publications
- Open Access
Mir-16 Decreases the Expression of VTI1B and SMPD1, Genes Involved in Membrane-Protein Trafficking in Melanoma
Introduction: The interface between T cells and the tumor microenvironment, termed the ‘immunological synapse’, consists of multiple checkpoint protein pairs co-expressed on both sides of the synapse. mir-16, a microRNA from a widely known tumor-suppressor family of miRNAs, was previously shown by us to be downregulated in melanoma. As other miRNAs from this family have been shown to directly target checkpoint proteins, here we investigated whether miR-16 influences the expression patterns of checkpoint proteins in melanoma. Methods: Single-cell gene expression data from the melanoma microenvironment were retrieved from a public database. Melanoma cell lines were established from metastatic lesions and transiently transfected with an hsa-miR-16-5p-mimic RNA or a mir-16-expressing plasmid. The mRNA expression profiles were analyzed using an Affymetrix microarray. Direct targets of miR-16 were identified by luciferase reporter assays. Protein levels were assessed by Western blotting. Results: Bioinformatic analysis revealed that the expression levels of eight checkpoint mRNAs, known to be present on the melanoma side of the immunological synapse, were highly correlated. Four of these mRNAs contained putative binding sites for the miR-15/16 family. miR-16 expression was significantly reduced in melanoma cells, compared to normal melanocytes. Luciferase reporter assays demonstrated that miR-16 directly targets the 3′ untranslated regions (3′UTRs) of CD40, CD80. The mRNAs downregulated following miR-16 overexpression were highly enriched for genes involved in autophagy, vesicle-mediated transport, and the regulation of protein membrane localization. Among these, VTI1B and SMPD1 were confirmed to be direct targets of miR-16. Transient overexpression of miR-16 resulted in a significant reduction in SMPD1 and VTI1B levels in melanoma cell lines. Conclusions: Our findings suggest that miR-16 potentially modulates melanoma tumorigenesis, metastasis and immunogenicity by altering the composition of checkpoint proteins at the immunological synapse and by regulating cellular pathways associated with intracellular trafficking and transmembrane protein presentation.
Open AccessMir-16 Decreases the Expression of VTI1B and SMPD1, Genes Involved in Membrane-Protein Trafficking in Melanoma
Introduction: The interface between T cells and the tumor microenvironment, termed the ‘immunological synapse’, consists of multiple checkpoint protein pairs co-expressed on both sides of the synapse. mir-16, a microRNA from a widely known tumor-suppressor family of miRNAs, was previously shown by us to be downregulated in melanoma. As other miRNAs from this family have been shown to directly target checkpoint proteins, here we investigated whether miR-16 influences the expression patterns of checkpoint proteins in melanoma. Methods: Single-cell gene expression data from the melanoma microenvironment were retrieved from a public database. Melanoma cell lines were established from metastatic lesions and transiently transfected with an hsa-miR-16-5p-mimic RNA or a mir-16-expressing plasmid. The mRNA expression profiles were analyzed using an Affymetrix microarray. Direct targets of miR-16 were identified by luciferase reporter assays. Protein levels were assessed by Western blotting. Results: Bioinformatic analysis revealed that the expression levels of eight checkpoint mRNAs, known to be present on the melanoma side of the immunological synapse, were highly correlated. Four of these mRNAs contained putative binding sites for the miR-15/16 family. miR-16 expression was significantly reduced in melanoma cells, compared to normal melanocytes. Luciferase reporter assays demonstrated that miR-16 directly targets the 3′ untranslated regions (3′UTRs) of CD40, CD80. The mRNAs downregulated following miR-16 overexpression were highly enriched for genes involved in autophagy, vesicle-mediated transport, and the regulation of protein membrane localization. Among these, VTI1B and SMPD1 were confirmed to be direct targets of miR-16. Transient overexpression of miR-16 resulted in a significant reduction in SMPD1 and VTI1B levels in melanoma cell lines. Conclusions: Our findings suggest that miR-16 potentially modulates melanoma tumorigenesis, metastasis and immunogenicity by altering the composition of checkpoint proteins at the immunological synapse and by regulating cellular pathways associated with intracellular trafficking and transmembrane protein presentation.
- Open Access
- 6 December 2022
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 23 (23) , 15401
MiR-199a-3p Induces Mesenchymal to Epithelial Transition of Keratinocytes by Targeting RAP2B
Cutaneous squamous cell carcinoma (CSCC) is an epidermal skin cancer that evolves from normal epidermis along several pre-malignant stages. Previously we found specific miRNAs alterations in each step along these stages. miR-199a-3p expression decreases at the transition to later stages. A crucial step for epithelial carcinoma cells to acquire invasive capacity is the disruption of cell–cell contacts and the gain of mesenchymal motile phenotype, a process known as epithelial-to-mesenchymal transition (EMT). This study aims to study the role of decreased expression of miR-199a-3p in keratinocytes’ EMT towards carcinogenesis. First, we measured miR-199a-3p in different stages of epidermal carcinogenesis. Then, we applied Photoactivatable Ribonucleoside-Enhanced Crosslinking and Immunoprecipitation (PAR-CLIP) assay to search for possible biochemical targets of miR-199a-3p and verified that Ras-associated protein B2 (RAP2B) is a bona-fide target of miR-199a-3p. Next, we analyzed RAP2B expression, in CSCC biopsies. Last, we evaluated possible mechanisms leading to decreased miR-199a-3p expression. miR-199a-3p induces a mesenchymal to epithelial transition (MET) in CSSC cells. Many of the under-expressed genes in CSCC overexpressing miR-199a-3p, are possible targets of miR-199a-3p and play roles in EMT. RAP2B is a biochemical target of miR-199a-3p. Overexpression of miR-199a-3p in CSCC results in decreased phosphorylated focal adhesion kinase (FAK). In addition, inhibiting FAK phosphorylation inhibits EMT marker genes’ expression. In addition, we proved that DNA methylation is part of the mechanism by which miR-199a-3p expression is inhibited. However, it is not by the methylation of miR-199a putative promoter. These findings suggest that miR-199a-3p inhibits the EMT process by targeting RAP2B. Inhibitors of RAP2B or FAK may be effective therapeutic agents for CSCC.
- 6 December 2022
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 23 (23) , 15401
Open AccessMiR-199a-3p Induces Mesenchymal to Epithelial Transition of Keratinocytes by Targeting RAP2B
Cutaneous squamous cell carcinoma (CSCC) is an epidermal skin cancer that evolves from normal epidermis along several pre-malignant stages. Previously we found specific miRNAs alterations in each step along these stages. miR-199a-3p expression decreases at the transition to later stages. A crucial step for epithelial carcinoma cells to acquire invasive capacity is the disruption of cell–cell contacts and the gain of mesenchymal motile phenotype, a process known as epithelial-to-mesenchymal transition (EMT). This study aims to study the role of decreased expression of miR-199a-3p in keratinocytes’ EMT towards carcinogenesis. First, we measured miR-199a-3p in different stages of epidermal carcinogenesis. Then, we applied Photoactivatable Ribonucleoside-Enhanced Crosslinking and Immunoprecipitation (PAR-CLIP) assay to search for possible biochemical targets of miR-199a-3p and verified that Ras-associated protein B2 (RAP2B) is a bona-fide target of miR-199a-3p. Next, we analyzed RAP2B expression, in CSCC biopsies. Last, we evaluated possible mechanisms leading to decreased miR-199a-3p expression. miR-199a-3p induces a mesenchymal to epithelial transition (MET) in CSSC cells. Many of the under-expressed genes in CSCC overexpressing miR-199a-3p, are possible targets of miR-199a-3p and play roles in EMT. RAP2B is a biochemical target of miR-199a-3p. Overexpression of miR-199a-3p in CSCC results in decreased phosphorylated focal adhesion kinase (FAK). In addition, inhibiting FAK phosphorylation inhibits EMT marker genes’ expression. In addition, we proved that DNA methylation is part of the mechanism by which miR-199a-3p expression is inhibited. However, it is not by the methylation of miR-199a putative promoter. These findings suggest that miR-199a-3p inhibits the EMT process by targeting RAP2B. Inhibitors of RAP2B or FAK may be effective therapeutic agents for CSCC.
- 1 August 2021
- Published by Elsevier in Journal of Dermatological Science
- Vol. 103 (2) , 93-100
H3K27Ac modification and gene expression in psoriasis
- 1 August 2021
- Published by Elsevier in Journal of Dermatological Science
- Vol. 103 (2) , 93-100
H3K27Ac modification and gene expression in psoriasis
- Open Access
- 4 March 2021
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 22 (5) , 2553
Comprehensive Analysis of Correlations in the Expression of miRNA Genes and Immune Checkpoint Genes in Bladder Cancer Cells
Personalised medicine is the future and hope for many patients, including those with cancers. Early detection, as well as rapid, well-selected treatment, are key factors leading to a good prognosis. MicroRNA mediated gene regulation is a promising area of development for new diagnostic and therapeutic methods, crucial for better prospects for patients. Bladder cancer is a frequent neoplasm, with high lethality and lacking modern, advanced therapeutic modalities, such as immunotherapy. MicroRNAs are involved in bladder cancer pathogenesis, proliferation, control and response to treatment, which we summarise in this perspective in response to lack of recent review publications in this field. We further performed a correlation-based analysis of microRNA and gene expression data in bladder cancer (BLCA) TCGA dataset. We identified 27 microRNAs hits with opposite expression profiles to genes involved in immune response in bladder cancer, and 24 microRNAs hits with similar expression profiles. We discuss previous studies linking the functions of these microRNAs to bladder cancer and assess if they are good candidates for personalised medicine therapeutics and diagnostics. The discussed functions include regulation of gene expression, interplay with transcription factors, response to treatment, apoptosis, cell proliferation and angiogenesis, initiation and development of cancer, genome instability and tumour-associated inflammatory reaction.
- 4 March 2021
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 22 (5) , 2553
Open AccessComprehensive Analysis of Correlations in the Expression of miRNA Genes and Immune Checkpoint Genes in Bladder Cancer Cells
Personalised medicine is the future and hope for many patients, including those with cancers. Early detection, as well as rapid, well-selected treatment, are key factors leading to a good prognosis. MicroRNA mediated gene regulation is a promising area of development for new diagnostic and therapeutic methods, crucial for better prospects for patients. Bladder cancer is a frequent neoplasm, with high lethality and lacking modern, advanced therapeutic modalities, such as immunotherapy. MicroRNAs are involved in bladder cancer pathogenesis, proliferation, control and response to treatment, which we summarise in this perspective in response to lack of recent review publications in this field. We further performed a correlation-based analysis of microRNA and gene expression data in bladder cancer (BLCA) TCGA dataset. We identified 27 microRNAs hits with opposite expression profiles to genes involved in immune response in bladder cancer, and 24 microRNAs hits with similar expression profiles. We discuss previous studies linking the functions of these microRNAs to bladder cancer and assess if they are good candidates for personalised medicine therapeutics and diagnostics. The discussed functions include regulation of gene expression, interplay with transcription factors, response to treatment, apoptosis, cell proliferation and angiogenesis, initiation and development of cancer, genome instability and tumour-associated inflammatory reaction.
- Open Access
- 11 August 2020
- Published by Wiley in Experimental Dermatology
- Vol. 30 (8) , 1177-1186
IL6R is a target of miR‐197 in human keratinocytes
Psoriasis is a chronic inflammatory disorder with cutaneous and systemic manifestations and substantial negative effects on patients’ quality of life. MicroRNAs (miRNAs) are post‐transcriptional regulators of gene expression that play a role in the pathogenesis of psoriasis. Previously studies, from others and by us, highlighted specific miRNAs that are dysregulated in psoriatic lesions. MicroRNA‐197‐3p (miR‐197) expression is downregulated in psoriatic lesions compared to normal or uninvolved skin in patients with psoriasis. We have previously reported that miR‐197 could modulate IL‐22 and IL‐17 signalling in psoriasis. Herein, we identify additional biochemical targets of miR‐197 in psoriasis. We applied a transcriptome‐wide biochemical approach, Protein argonaute‐2 photoactivatable ribonucleoside‐enhanced crosslinking and immunoprecipitation (Ago2 PAR‐CLIP), to search for new targets of miR‐197 in live keratinocytes, and validated its results using reporter assay and analysing by Western blot protein levels in cells overexpressing miR‐197. Ago2 PAR‐CLIP identified biochemical targets of miR‐197, including the alpha subunit of the IL‐6 receptor (IL6R). This work provides evidence that IL6R in bona‐fide biochemical target of miR‐197. IL6R is known to be up‐regulated in psoriasis and even was considered as a possible therapeutic target. From the present data and our previous studies, it appears that miR‐197 is a major regulator of the interaction between immune system cells and keratinocytes.
- 11 August 2020
- Published by Wiley in Experimental Dermatology
- Vol. 30 (8) , 1177-1186
Open AccessIL6R is a target of miR‐197 in human keratinocytes
Psoriasis is a chronic inflammatory disorder with cutaneous and systemic manifestations and substantial negative effects on patients’ quality of life. MicroRNAs (miRNAs) are post‐transcriptional regulators of gene expression that play a role in the pathogenesis of psoriasis. Previously studies, from others and by us, highlighted specific miRNAs that are dysregulated in psoriatic lesions. MicroRNA‐197‐3p (miR‐197) expression is downregulated in psoriatic lesions compared to normal or uninvolved skin in patients with psoriasis. We have previously reported that miR‐197 could modulate IL‐22 and IL‐17 signalling in psoriasis. Herein, we identify additional biochemical targets of miR‐197 in psoriasis. We applied a transcriptome‐wide biochemical approach, Protein argonaute‐2 photoactivatable ribonucleoside‐enhanced crosslinking and immunoprecipitation (Ago2 PAR‐CLIP), to search for new targets of miR‐197 in live keratinocytes, and validated its results using reporter assay and analysing by Western blot protein levels in cells overexpressing miR‐197. Ago2 PAR‐CLIP identified biochemical targets of miR‐197, including the alpha subunit of the IL‐6 receptor (IL6R). This work provides evidence that IL6R in bona‐fide biochemical target of miR‐197. IL6R is known to be up‐regulated in psoriasis and even was considered as a possible therapeutic target. From the present data and our previous studies, it appears that miR‐197 is a major regulator of the interaction between immune system cells and keratinocytes.
- 1 August 2018
- Published by Elsevier in Journal of Controlled Release
- Vol. 284, 103-111
Ultrasound targeting of Q-starch/miR-197 complexes for topical treatment of psoriasis
- 1 August 2018
- Published by Elsevier in Journal of Controlled Release
- Vol. 284, 103-111
Ultrasound targeting of Q-starch/miR-197 complexes for topical treatment of psoriasis
- 10 April 2018
- Published by Wiley in Experimental Dermatology
- Vol. 27 (6) , 603-610
The contribution of feedback loops between miRNAs, cytokines and growth factors to the pathogenesis of psoriasis
The present review describes in detail the existent data regarding feedback loops between miRNAs and cytokines or growth factors in the psoriatic inflammation. We have chosen to describe the roles of miR‐31, miR‐21, miR‐146a, miR‐155, miR‐197 and miR‐99a in this process. This choice derives from the fact that among around 250 miRNAs being altered in the psoriatic lesion, the comprehensive functional role was described only in those detailed above. In addition, considering the molecular targets and the pathways, which may possibly be regulated by those miRNAs, it seems that they may be chosen as preferred targets for the therapy of psoriasis.
- 10 April 2018
- Published by Wiley in Experimental Dermatology
- Vol. 27 (6) , 603-610
The contribution of feedback loops between miRNAs, cytokines and growth factors to the pathogenesis of psoriasis
The present review describes in detail the existent data regarding feedback loops between miRNAs and cytokines or growth factors in the psoriatic inflammation. We have chosen to describe the roles of miR‐31, miR‐21, miR‐146a, miR‐155, miR‐197 and miR‐99a in this process. This choice derives from the fact that among around 250 miRNAs being altered in the psoriatic lesion, the comprehensive functional role was described only in those detailed above. In addition, considering the molecular targets and the pathways, which may possibly be regulated by those miRNAs, it seems that they may be chosen as preferred targets for the therapy of psoriasis.
- Open Access
- 1 April 2018
- Published by Centers for Disease Control and Prevention (CDC) in Emerging Infectious Diseases
- Vol. 24 (4) , 790-793
Region-Specific, Life-Threatening Diseases among International Travelers from Israel, 2004–2015
We characterized posttravel hospitalizations of citizens returning to Israel by summarizing the returning traveler hospitalization dataset of the national referral Center for Travel Medicine and Tropical Diseases at Sheba Medical Center in Israel. Of 722 hospitalizations, 181 (25%) infections were life-threatening; most would have been preventable by chemoprophylaxis and pretravel vaccination.
- 1 April 2018
- Published by Centers for Disease Control and Prevention (CDC) in Emerging Infectious Diseases
- Vol. 24 (4) , 790-793
Open AccessRegion-Specific, Life-Threatening Diseases among International Travelers from Israel, 2004–2015
We characterized posttravel hospitalizations of citizens returning to Israel by summarizing the returning traveler hospitalization dataset of the national referral Center for Travel Medicine and Tropical Diseases at Sheba Medical Center in Israel. Of 722 hospitalizations, 181 (25%) infections were life-threatening; most would have been preventable by chemoprophylaxis and pretravel vaccination.
- Open Access
- 28 March 2018
- Published by Cold Spring Harbor Laboratory in RNA
- Vol. 24 (6) , 828-840
Decreased A-to-I RNA editing as a source of keratinocytes' dsRNA in psoriasis
Recognition of dsRNA molecules activates the MDA5–MAVS pathway and plays a critical role in stimulating type-I interferon responses in psoriasis. However, the source of the dsRNA accumulation in psoriatic keratinocytes remains largely unknown. A-to-I RNA editing is a common co- or post-transcriptional modification that diversifies adenosine in dsRNA, and leads to unwinding of dsRNA structures. Thus, impaired RNA editing activity can result in an increased load of endogenous dsRNAs. Here we provide a transcriptome-wide analysis of RNA editing across dozens of psoriasis patients, and we demonstrate a global editing reduction in psoriatic lesions. In addition to the global alteration, we also detect editing changes in functional recoding sites located in the IGFBP7, COPA, and FLNA genes. Accretion of dsRNA activates autoimmune responses, and therefore the results presented here, linking for the first time an autoimmune disease to reduction in global editing level, are relevant to a wide range of autoimmune diseases.
- 28 March 2018
- Published by Cold Spring Harbor Laboratory in RNA
- Vol. 24 (6) , 828-840
Open AccessDecreased A-to-I RNA editing as a source of keratinocytes' dsRNA in psoriasis
Recognition of dsRNA molecules activates the MDA5–MAVS pathway and plays a critical role in stimulating type-I interferon responses in psoriasis. However, the source of the dsRNA accumulation in psoriatic keratinocytes remains largely unknown. A-to-I RNA editing is a common co- or post-transcriptional modification that diversifies adenosine in dsRNA, and leads to unwinding of dsRNA structures. Thus, impaired RNA editing activity can result in an increased load of endogenous dsRNAs. Here we provide a transcriptome-wide analysis of RNA editing across dozens of psoriasis patients, and we demonstrate a global editing reduction in psoriatic lesions. In addition to the global alteration, we also detect editing changes in functional recoding sites located in the IGFBP7, COPA, and FLNA genes. Accretion of dsRNA activates autoimmune responses, and therefore the results presented here, linking for the first time an autoimmune disease to reduction in global editing level, are relevant to a wide range of autoimmune diseases.
- 18 September 2017
- Published by Springer Nature in Oncogene
- Vol. 37 (2) , 218-230
Alterations of microRNAs throughout the malignant evolution of cutaneous squamous cell carcinoma: the role of miR-497 in epithelial to mesenchymal transition of keratinocytes
Skin carcinogenesis is known to be a multi-step process with several stages along its malignant evolution. We hypothesized that transformation of normal epidermis to cutaneous squamous cell carcinoma (cSCC) is causally linked to alterations in microRNAs (miRNA) expression. For this end we decided to evaluate their alterations in the pathologic states ending in cSCC. Total RNA was extracted from formalin fixed paraffin embedded biopsies of five stages along the malignant evolution of keratinocytes towards cSCC: Normal epidermis, solar elastosis, actinic keratosis KIN1-2, advanced actinic keratosis KIN3 and well-differentiated cSCC. Next-generation small RNA sequencing was performed. We found that 18 miRNAs are overexpressed and 28 miRNAs are underexpressed in cSCC compared to normal epidermis. miR-424, miR-320, miR-222 and miR-15a showed the highest fold change among the overexpressed miRNAs. And miR-100, miR-101 and miR-497 showed the highest fold change among the underexpressed miRNAs. Heat map of hierarchical clustering analysis of significantly changed miRNAs and principle component analysis disclosed that the most prominent change in miRNAs expression occurred in the switch from ‘early’ stages; normal epidermis, solar elastosis and early actinic keratosis to the ‘late’ stages of epidermal carcinogenesis; late actinic keratosis and cSCC. We found several miRNAs with ‘stage specific’ alterations while others display a clear ‘gradual’, either progressive increase or decrease in expression along the malignant evolution of keratinocytes. The observed alterations focused in miRNAs involved in the regulation of AKT/mTOR or in those involved in epithelial to mesenchymal transition. We chose to concentrate on the evaluation of the molecular role of miR-497. We found that it induces reversion of epithelial to mesenchymal transition. We proved that SERPINE-1 is its biochemical target. The present study allows us to further study the pathways that are regulated by miRNAs along the malignant evolution of keratinocytes towards cSCC.
- 18 September 2017
- Published by Springer Nature in Oncogene
- Vol. 37 (2) , 218-230
Alterations of microRNAs throughout the malignant evolution of cutaneous squamous cell carcinoma: the role of miR-497 in epithelial to mesenchymal transition of keratinocytes
Skin carcinogenesis is known to be a multi-step process with several stages along its malignant evolution. We hypothesized that transformation of normal epidermis to cutaneous squamous cell carcinoma (cSCC) is causally linked to alterations in microRNAs (miRNA) expression. For this end we decided to evaluate their alterations in the pathologic states ending in cSCC. Total RNA was extracted from formalin fixed paraffin embedded biopsies of five stages along the malignant evolution of keratinocytes towards cSCC: Normal epidermis, solar elastosis, actinic keratosis KIN1-2, advanced actinic keratosis KIN3 and well-differentiated cSCC. Next-generation small RNA sequencing was performed. We found that 18 miRNAs are overexpressed and 28 miRNAs are underexpressed in cSCC compared to normal epidermis. miR-424, miR-320, miR-222 and miR-15a showed the highest fold change among the overexpressed miRNAs. And miR-100, miR-101 and miR-497 showed the highest fold change among the underexpressed miRNAs. Heat map of hierarchical clustering analysis of significantly changed miRNAs and principle component analysis disclosed that the most prominent change in miRNAs expression occurred in the switch from ‘early’ stages; normal epidermis, solar elastosis and early actinic keratosis to the ‘late’ stages of epidermal carcinogenesis; late actinic keratosis and cSCC. We found several miRNAs with ‘stage specific’ alterations while others display a clear ‘gradual’, either progressive increase or decrease in expression along the malignant evolution of keratinocytes. The observed alterations focused in miRNAs involved in the regulation of AKT/mTOR or in those involved in epithelial to mesenchymal transition. We chose to concentrate on the evaluation of the molecular role of miR-497. We found that it induces reversion of epithelial to mesenchymal transition. We proved that SERPINE-1 is its biochemical target. The present study allows us to further study the pathways that are regulated by miRNAs along the malignant evolution of keratinocytes towards cSCC.