1
|
Dubois-Pot-Schneider H, Khairallah G, Brzenczek C, Plénat F, Marchal F, Amouroux M. Transcriptomic Study on Human Skin Samples: Identification of Two Subclasses of Actinic Keratoses. Int J Mol Sci 2023; 24:ijms24065937. [PMID: 36983009 PMCID: PMC10058209 DOI: 10.3390/ijms24065937] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 03/15/2023] [Accepted: 03/18/2023] [Indexed: 03/30/2023] Open
Abstract
Actinic keratoses (AKs) are sun-damaged skin areas that affect 20% of the European adult population and more than 50% of people aged 70 years and over. There are currently no clinical or histological features allowing us to identify to which clinical class (i.e., regression or progression) an AK belongs. A transcriptomic approach seems to be a robust tool for AK characterization, but there is a need for additional studies, including more patients and elucidating the molecular signature of an AK. In this context, the present study, including the largest number of patients to date, is the first aiming at identifying biological features to objectively distinguish different AK signatures. We highlight two distinct molecular profiles: AKs featuring a molecular profile similar to squamous cell carcinomas (SCCs), which are called "lesional AKs" (AK_Ls), and AKs featuring a molecular profile similar to normal skin tissue, which are called "non-lesional AKs" (AK_NLs). The molecular profiles of both AK subclasses were studied, and 316 differentially expressed genes (DEGs) were identified between the two classes. The 103 upregulated genes in AK_L were related to the inflammatory response. Interestingly, downregulated genes were associated with keratinization. Finally, based on a connectivity map approach, our data highlight that the VEGF pathway could be a promising therapeutic target for high-risk lesions.
Collapse
Affiliation(s)
| | - Grégoire Khairallah
- Université de Lorraine, CNRS, CRAN, 54000 Nancy, France
- Department of Plastic, Aesthetic and Reconstructive Surgery, Metz-Thionville Regional Hospital, 57530 Ars-Laquenexy, France
| | | | | | - Frédéric Marchal
- Université de Lorraine, CNRS, CRAN, 54000 Nancy, France
- Département de Chirurgie, Institut de Cancérologie de Lorraine, 54519 Vandœuvre-lès-Nancy, France
| | | |
Collapse
|
2
|
Campione E, Di Prete M, Di Raimondo C, Costanza G, Palumbo V, Garofalo V, Mazzilli S, Franceschini C, Dika E, Bianchi L, Orlandi A. Topical Treatment of Actinic Keratosis and Metalloproteinase Expression: A Clinico-Pathological Retrospective Study. Int J Mol Sci 2022; 23:ijms231911351. [PMID: 36232651 PMCID: PMC9569516 DOI: 10.3390/ijms231911351] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 09/12/2022] [Accepted: 09/20/2022] [Indexed: 11/21/2022] Open
Abstract
Actinic keratosis is an intraepithelial proliferation of atypical keratinocytes that could progress into invasive squamous cell carcinoma. Most evidence suggests an important role of the dermal matrix metalloproteinases in the progression of atypical skin epithelial lesions. We evaluated the clinical efficacy of three different therapeutic modalities (a medical device containing 0.8% piroxicam cream and 50+ sunscreen, photodynamic therapy, and ingenol mebutate gel) to treat suspicious actinic keratoses, which were biopsied for histopathological examination and then analyzed for the expression of matrix metalloproteinases by immunohistochemistry. Clinical, dermoscopic, and reflectance confocal microscopy evaluations revealed a gradual decrease in all standard scores validated for actinic keratosis assessment at the end of the treatments. From a histopathological point of view, we documented the substantial restoration of normal skin architecture, while the immunohistochemical evaluation of matrix metalloproteinases showed a reduction in expression in the treated skin lesions compared to the baseline. As actinic keratoses are considered the precursors of squamous cell carcinoma, their treatment is crucial to prevent the development of a more aggressive disease. Our study monitored the evolution of actinic keratoses subjected to three different topical therapies, with the value of correlating clinical and histopathological findings. Moreover, as the matrix metalloproteinases are largely recognized factors involved in the pathogenesis and evolution of actinic keratosis to squamous cell carcinoma, the demonstration by immunohistochemistry of a reduction in their expression after the treatments adds new valuable concern to the field.
Collapse
Affiliation(s)
- Elena Campione
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
- Correspondence:
| | - Monia Di Prete
- Anatomic Pathology Unit, Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Cosimo Di Raimondo
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Gaetana Costanza
- Anatomic Pathology Unit, Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Vincenzo Palumbo
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Virginia Garofalo
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Sara Mazzilli
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Chiara Franceschini
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Emi Dika
- Division of Dermatology, Azienda Ospedaliero-Universitaria di Bologna, 40126 Bologna, Italy
- Division of Dermatology, Department of Experimental Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40126 Bologna, Italy
| | - Luca Bianchi
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Augusto Orlandi
- Anatomic Pathology Unit, Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy
| |
Collapse
|
3
|
Colorectal cancer in Crohn's disease evaluated with genes belonging to fibroblasts of the intestinal mucosa selected by NMF. Pathol Res Pract 2021; 229:153728. [PMID: 34953405 DOI: 10.1016/j.prp.2021.153728] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 11/26/2021] [Accepted: 11/27/2021] [Indexed: 12/16/2022]
Abstract
Crohn's disease (CD) is a type of chronic, inflammatory bowel disease (IBD) which affects any part of the gastrointestinal tract. This study aims to understand the mechanism which activate mucosal fibroblasts in the microenvironment of the colon in CD and colorectal carcinomas and to extract fibroblasts phenotypes via a novel framework based on non-negative factorization of matrix (NMF). The results identify a fibroblast phenotype characterized by intense pro-inflammatory activity ensured by the presence of genes belonging to the APOBEC1 family, such as APOBEC3F and APOBEC3G. These results demonstrated that there is a difference in fibroblast response in producing a pro-tumorigenic effect in CD. The different activation mechanisms could represent useful biomarkers in controlling CD development without generalizing its significance as IBD.
Collapse
|
4
|
Boccarelli A, Del Buono N, Esposito F. Analysis of fibroblast genes selected by NMF to reveal the potential crosstalk between ulcerative colitis and colorectal cancer. Exp Mol Pathol 2021; 123:104713. [PMID: 34666047 DOI: 10.1016/j.yexmp.2021.104713] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 06/30/2021] [Accepted: 10/12/2021] [Indexed: 12/24/2022]
Abstract
Patients with ulcerative colitis (UC) have an increased risk of developing colorectal cancer (CRC). The CRC risk extent raises with increasing age, duration of symptoms, severity of inflammation and dysplasia. CRC is a complex multi-stage process and associated with UC represents 2% of all colon cancers. With the aim of clarifying some aspects of the evolution of UC towards CRC, we characterized the phenotype of fibroblasts present in the mucosa of subjects affected by UC to verify whether they can contribute to the genesis of a microenvironment favorable to tumor transformation. The fibroblast phenotype was obtained with the help of transcriptome analysis adopting a novel framework based on Nonnegative Matrix Factorization (NMF) which automatically extracts a limited number of genes from fibroblast gene expression profiles of patients with UC and CRC. These genes may be considered possible candidates in generating a permissive microenvironment for the evolution of disease under study.
Collapse
Affiliation(s)
- Angelina Boccarelli
- Department of Biomedical Science and Human Oncology, University of Bari Medical School, Piazza Giulio Cesare 11, Bari, Italy.
| | - Nicoletta Del Buono
- Department of Mathematics, University of Bari Aldo Moro, via E. Orabona 4, Bari 70125, Italy; INDAM-GNCS Research Group, Piazzale Aldo Moro, 5, Roma 00185, Italy.
| | - Flavia Esposito
- Department of Mathematics, University of Bari Aldo Moro, via E. Orabona 4, Bari 70125, Italy; INDAM-GNCS Research Group, Piazzale Aldo Moro, 5, Roma 00185, Italy.
| |
Collapse
|
5
|
MicroRNA31 and MMP-1 contribute to the differentiated pathway of invasion -with enhanced epithelial-to-mesenchymal transition- in squamous cell carcinoma of the skin. Arch Dermatol Res 2021; 314:767-775. [PMID: 34647185 DOI: 10.1007/s00403-021-02288-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 09/19/2021] [Accepted: 10/01/2021] [Indexed: 12/11/2022]
Abstract
Epithelial to mesenchymal transition (EMT) is an important mechanism of invasion in cutaneous squamous cell carcinomas (cSCCs) and has been found to be enhanced in tumors originated from actinic keratosis with transformation limited to the basal epithelial layer -differentiated pathway-, compared to cases with invasion subsequent to complete epidermal transformation -classical pathway-. Several microRNAs and proteins can contribute to EMT modulation in cSCCs. MicroRNA21 and microRNA31 are involved in posttranscriptional regulation of protein expression and could play a relevant role in EMT and cSCC progression. Throughout the EMT process upregulation of matrix metalloproteinases (MMPs) enhances invasiveness and MMP-1 and MMP-3 contribute to local invasion, angiogenesis and metastasis in cSCCs. Additionally, cSCC development is associated with PTEN loss and NF-κB, NOTCH-1 and p63 activation. The aim of this work is to identify differences in the expression of those molecules between both pathways of cSCCs development. Eight tissue microarrays from 80 consecutive cSCCs were analyzed using LNA-based miRNA in situ hybridization for miRNA21 and miRNA31 evaluation, and immunohistochemistry for MMP-1, MMP-3, PTEN, NOTCH-1, NF-κB, p63 and CD31. Significantly higher expression of miRNA31 (p < 0.0001) and MMP-1 (p = 0.0072) and angiogenesis (p = 0.0199) were found in the differentiated pathway, whereas PTEN loss (p = 0.0430) was more marked in the classical pathway. No significant differences were found for the other markers. Our findings support a contribution of miRNA31 and MMP-1 in the differentiated pathway, associated to EMT and increased microvascularization. The greater PTEN loss in the classical pathway indicate that its relevance in cSCC is not EMT-related.
Collapse
|
6
|
Liu X, Qu J, Xue W, He L, Wang J, Xi X, Liu X, Yin Y, Qu Y. Bioinformatics-based identification of potential microRNA biomarkers in frequent and non-frequent exacerbators of COPD. Int J Chron Obstruct Pulmon Dis 2018; 13:1217-1228. [PMID: 29713155 PMCID: PMC5909781 DOI: 10.2147/copd.s163459] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Objectives MicroRNAs (miRNAs) play essential roles in the development of COPD. In this study, we aimed to identify and validate potential miRNA biomarkers in frequent and non-frequent exacerbators of COPD patients using bioinformatic analysis. Materials and methods The candidate miRNA biomarkers in COPD were screened from Gene Expression Omnibus (GEO) dataset and identified using GEO2R online tool. Then, we performed bioinformatic analyses including target prediction, gene ontology (GO), pathway enrichment analysis and construction of protein–protein interaction (PPI) network. Furthermore, the expression of the identified miRNAs in peripheral blood monocular cells (PBMCs) of COPD patients was validated using quantitative real-time polymerase chain reaction (qRT-PCR). Results MiR-23a, miR-25, miR-145 and miR-224 were identified to be significantly downregulated in COPD patients compared with healthy controls. GO analysis showed the four miRNAs involved in apoptotic, cell differentiation, cell proliferation and innate immune response. Pathway analysis showed that the targets of these miRNAs were associated with p53, TGF-β, Wnt, VEGF and MAPK signal pathway. In healthy controls, the miR-25 and miR-224 levels were significantly decreased in smokers compared with nonsmokers (P<0.001 and P<0.05, respectively). In COPD patients, the levels of miR-23a, miR-25, miR-145 and miR-224 were associated with Global Initiative for Chronic Obstructive Lung Disease (GOLD) stages. Notably, miR-23a and miR-145 were significantly elevated in non-frequent exacerbators compared with frequent exacerbators (P<0.05), and miR-23a showed higher area under the receiver–operator characteristic curve (AUROC) than miR-145 (0.707 vs 0.665, P<0.05). Conclusion MiR-23a, miR-25, miR-145 and miR-224 were associated with the development of COPD, and miR-23a might be a potential biomarker for discriminating the frequent exacerbators from non-frequent exacerbators.
Collapse
Affiliation(s)
- Xiao Liu
- Department of Respiratory Medicine, Qilu Hospital of Shandong University, Jinan, People's Republic of China
| | - Jingge Qu
- Department of Rheumatology, Second Hospital of Harbin Medical University, Harbin, People's Republic of China
| | - Weixiao Xue
- Department of Respiratory Medicine, Qilu Hospital of Shandong University, Jinan, People's Republic of China
| | - Liangai He
- Department of Respiratory Medicine, Qilu Hospital of Shandong University, Jinan, People's Republic of China
| | - Jun Wang
- Department of Respiratory Medicine, Second Hospital of Shandong Traditional Chinese Medicine University, Jinan, People's Republic of China
| | - Xuejiao Xi
- Department of Respiratory Medicine, Qilu Hospital of Shandong University, Jinan, People's Republic of China
| | - Xiaoxia Liu
- Department of Respiratory Medicine, Qilu Hospital of Shandong University, Jinan, People's Republic of China
| | - Yunhong Yin
- Department of Respiratory Medicine, Qilu Hospital of Shandong University, Jinan, People's Republic of China
| | - Yiqing Qu
- Department of Respiratory Medicine, Qilu Hospital of Shandong University, Jinan, People's Republic of China
| |
Collapse
|