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Vitkin E, Wise J, Berl A, Shir-az O, Gabay B, Singh A, Kravtsov V, Yakhini Z, Shalom A, Golberg A. Differential Expression Analysis of Cutaneous Squamous Cell Carcinoma and Basal Cell Carcinoma Proteomic Profiles Sampled with Electroporation-Based Biopsy. JID INNOVATIONS 2024; 4:100304. [PMID: 39497856 PMCID: PMC11532231 DOI: 10.1016/j.xjidi.2024.100304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 07/11/2024] [Accepted: 07/12/2024] [Indexed: 11/07/2024] Open
Abstract
Clinical misdiagnosis between cutaneous squamous cell carcinoma (cSCC) and basal cell carcinoma (BCC) affects treatment plans. We report a tissue sampling approach with molecular biopsy using electroporation. This method, coined electroporation-based biopsy (e-biopsy), enables nondestructive nonthermal permeabilization of cells in the skin for vacuum-assisted extraction of biomolecules. We used e-biopsy for ex vivo proteome extraction from 3 locations per patient in 21 cSCC, 20 BCC, and 7 actinic keratosis human skin samples. Using liquid chromatography with tandem mass spectrometry, we identified 5966 proteins observed with nonzero intensity in at least 1 sample. The intrapatient Pearson correlation of 0.888 ± 0.065 for patients with BCC, 0.858 ± 0.077 for patients with cSCC, and 0.876 ± 0.116 for those with solar actinic keratosis indicates high consistency of the e-biopsy sampling. The mass spectra presented significantly different proteome profiles for cSCC, BCC, and solar actinic keratosis, with several hundreds of proteins differentially expressed. Notably, our study showed that proteomes sampled with e-biopsy from cSCC and BCC lesions are different and that proteins of CRNN, SULT1E1, and ITPK1 genes are significantly overexpressed in BCC in comparison with those in cSCC. Our results provide evidence that the e-biopsy approach could potentially be used as a tool to support cutaneous lesions classification with molecular pathology.
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Affiliation(s)
- Edward Vitkin
- Porter School of Environment and Earth Sciences, Tel Aviv University, Tel Aviv, Israel
- Efi Arazi School of Computer Science, Reichman University, Herzliya, Israel
| | - Julia Wise
- Porter School of Environment and Earth Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Ariel Berl
- Department of Plastic Surgery, Meir Medical Center, Kfar Sava, Israel
| | - Ofir Shir-az
- Department of Plastic Surgery, Meir Medical Center, Kfar Sava, Israel
| | - Batel Gabay
- Porter School of Environment and Earth Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Amrita Singh
- Porter School of Environment and Earth Sciences, Tel Aviv University, Tel Aviv, Israel
| | | | - Zohar Yakhini
- Efi Arazi School of Computer Science, Reichman University, Herzliya, Israel
- Department of Computer Science, Technion - Israel Institute of Technology, Haifa, Israel
| | - Avshalom Shalom
- Department of Plastic Surgery, Meir Medical Center, Kfar Sava, Israel
| | - Alexander Golberg
- Porter School of Environment and Earth Sciences, Tel Aviv University, Tel Aviv, Israel
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Alexander MH, Cousins WJ, Ewen T, South AP, Lovat P, Stefanos N. The combined immunohistochemical expression of AMBRA1 and SQSTM1 identifies patients with poorly differentiated cutaneous squamous cell carcinoma at risk of metastasis: A proof of concept study. J Cutan Pathol 2024; 51:450-458. [PMID: 38421158 DOI: 10.1111/cup.14590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 12/22/2023] [Accepted: 01/09/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND Cutaneous squamous cell carcinoma (cSCC) incidence continues to increase globally with, as of yet, an unmet need for reliable prognostic biomarkers to identify patients at increased risk of metastasis. The aim of the present study was to test the prognostic potential of the combined immunohistochemical expression of the autophagy regulatory biomarkers, AMBRA1 and SQSTM1, to identify high-risk patient subsets. METHODS A retrospective cohort of 68 formalin-fixed paraffin-embedded primary cSCCs with known 5-year metastatic outcomes were subjected to automated immunohistochemical staining for AMBRA1 and SQSTM1. Digital images of stained slides were annotated to define four regions of interest: the normal and peritumoral epidermis, the tumor mass, and the tumor growth front. H-score analysis was used to semi-quantify AMBRA1 or SQSTM1 expression in each region of interest using Aperio ImageScope software, with receiver operator characteristics and Kaplan-Meier analysis used to assess prognostic potential. RESULTS The combined loss of expression of AMBRA1 in the tumor growth front and SQSTM1 in the peritumoral epidermis identified patients with poorly differentiated cSCCs at risk of metastasis (*p < 0.05). CONCLUSIONS Collectively, these proof of concept data suggest loss of the combined expression of AMBRA1 in the cSCC growth front and SQSTM1 in the peritumoral epidermis as a putative prognostic biomarker for poorly differentiated cSCC.
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Affiliation(s)
- Michael H Alexander
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- AMLo Biosciences, Newcastle Helix, Newcastle upon Tyne, Newcastle upon Tyne, UK
- Department of Dermatology and Cutaneous Biology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - William J Cousins
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- AMLo Biosciences, Newcastle Helix, Newcastle upon Tyne, Newcastle upon Tyne, UK
| | - Tom Ewen
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- AMLo Biosciences, Newcastle Helix, Newcastle upon Tyne, Newcastle upon Tyne, UK
| | - Andrew P South
- Department of Dermatology and Cutaneous Biology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Penny Lovat
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- AMLo Biosciences, Newcastle Helix, Newcastle upon Tyne, Newcastle upon Tyne, UK
| | - Niki Stefanos
- Cellular Pathology, Addenbrookes Hospital, Cambridge, UK
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Lee YB, Kim JI. Genetic Studies of Actinic Keratosis Development: Where Are We Now? Ann Dermatol 2023; 35:389-399. [PMID: 38086352 PMCID: PMC10733082 DOI: 10.5021/ad.23.072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 08/24/2023] [Accepted: 09/07/2023] [Indexed: 12/22/2023] Open
Abstract
Actinic keratosis (AK) is a common precancerous skin lesion that can develop into cutaneous squamous cell carcinoma (CSCC). AK is characterized by atypical keratinocytes in the skin's outer layer and is commonly found in sun-exposed areas. Like many precancerous lesions, the development of AK is closely associated with genetic mutations. The molecular biology and transcriptional mechanisms underlying AK development are not well understood. Ultraviolet (UV) light exposure, especially UVA and UVB radiation, is a significant risk factor for AK, causing DNA damage and mutagenic effects. Besides UV exposure, comorbidities like diabetes, rheumatoid arthritis, and psoriasis may also influence AK development. AK patients have shown associations with various internal malignancies, indicating potential vulnerability in cancer-associated genes. Treatment for AK includes cryosurgery, electrodesiccation and curettage, chemotherapeutic creams, photodynamic therapy, or topical immune-modulators. Genomic studies have identified genetic aberrations in AK, with common mutations found in genes like TP53, NOTCH1, and NOTCH2. The progression from AK to CSCC involves chromosomal aberrations and alterations in oncogenes and tumor-suppressor genes. The functional relationships among these genes are not fully understood, but network analysis provides insights into their potential mechanisms. Further research is needed to enhance our understanding of AK's pathogenesis and develop novel therapeutic approaches.
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Affiliation(s)
- Young Bok Lee
- Department of Biomedicine & Health Science, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Dermatology, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Korea
| | - Jong-Il Kim
- Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Korea
- Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University, Seoul, Korea
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea.
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Azimi A, Jabbour S, Patrick E, Fernandez-Penas P. Non-invasive diagnosis of early cutaneous squamous cell carcinoma. Exp Dermatol 2023; 32:1946-1959. [PMID: 37688398 DOI: 10.1111/exd.14921] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 07/28/2023] [Accepted: 08/27/2023] [Indexed: 09/10/2023]
Abstract
Early cutaneous squamous cell carcinoma (cSCC) can be challenging to diagnose using clinical criteria as it could present similar to actinic keratosis (AK) or Bowen's disease (BD), precursors of cSCC. Currently, histopathological assessment of an invasive biopsy is the gold standard for diagnosis. A non-invasive diagnostic approach would reduce patient and health system burden. Therefore, this study used non-invasive sampling by tape-stripping coupled with data-independent acquisition mass spectrometry (DIA-MS) proteomics to profile the proteome of histopathologically diagnosed AK, BD and cSCC, as well as matched normal samples. Proteomic data were analysed to identify proteins and biological functions that are significantly different between lesions. Additionally, a support vector machine (SVM) machine learning algorithm was used to assess the usefulness of proteomic data for the early diagnosis of cSCC. A total of 696 proteins were identified across the samples studied. A machine learning model constructed using the proteomic data classified premalignant (AK + BD) and malignant (cSCC) lesions at 77.5% accuracy. Differential abundance analysis identified 144 and 21 protein groups that were significantly changed in the cSCC, and BD samples compared to the normal skin, respectively (adj. p < 0.05). Changes in pivotal carcinogenic pathways such as LXR/RXR activation, production of reactive oxygen species, and Hippo signalling were observed that may explain the progression of cSCC from premalignant lesions. In summary, this study demonstrates that DIA-MS analysis of tape-stripped samples can identify non-invasive protein biomarkers with the potential to be developed into a complementary diagnostic tool for early cSCC.
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Affiliation(s)
- Ali Azimi
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, Westmead, New South Wales, Australia
- Department of Dermatology, Westmead Hospital, Westmead, New South Wales, Australia
| | - Steven Jabbour
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, Westmead, New South Wales, Australia
- Department of Dermatology, Westmead Hospital, Westmead, New South Wales, Australia
| | - Ellis Patrick
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, Westmead, New South Wales, Australia
- School of Mathematics and Statistics, Faculty of Science, The University of Sydney, Camperdown, New South Wales, Australia
- Sydney Precision Data Science Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Pablo Fernandez-Penas
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, Westmead, New South Wales, Australia
- Department of Dermatology, Westmead Hospital, Westmead, New South Wales, Australia
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Azimi A, Fernandez-Peñas P. Molecular Classifiers in Skin Cancers: Challenges and Promises. Cancers (Basel) 2023; 15:4463. [PMID: 37760432 PMCID: PMC10526380 DOI: 10.3390/cancers15184463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 08/29/2023] [Accepted: 09/05/2023] [Indexed: 09/29/2023] Open
Abstract
Skin cancers are common and heterogenous malignancies affecting up to two in three Australians before age 70. Despite recent developments in diagnosis and therapeutic strategies, the mortality rate and costs associated with managing patients with skin cancers remain high. The lack of well-defined clinical and histopathological features makes their diagnosis and classification difficult in some cases and the prognostication difficult in most skin cancers. Recent advancements in large-scale "omics" studies, including genomics, transcriptomics, proteomics, metabolomics and imaging-omics, have provided invaluable information about the molecular and visual landscape of skin cancers. On many occasions, it has refined tumor classification and has improved prognostication and therapeutic stratification, leading to improved patient outcomes. Therefore, this paper reviews the recent advancements in omics approaches and appraises their limitations and potential for better classification and stratification of skin cancers.
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Affiliation(s)
- Ali Azimi
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
- Department of Dermatology, Westmead Hospital, Westmead, NSW 2145, Australia
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, Westmead, NSW 2145, Australia
| | - Pablo Fernandez-Peñas
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
- Department of Dermatology, Westmead Hospital, Westmead, NSW 2145, Australia
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, Westmead, NSW 2145, Australia
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Azimi A, Patrick E, Teh R, Kim J, Fernandez-Penas P. Proteomic profiling of cutaneous melanoma explains the aggressiveness of distant organ metastasis. Exp Dermatol 2023. [PMID: 37082900 DOI: 10.1111/exd.14814] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 04/05/2023] [Accepted: 04/07/2023] [Indexed: 04/22/2023]
Abstract
Despite recent developments in managing metastatic melanomas, patients' overall survival remains low. Therefore, the current study aims to understand better the proteome-wide changes associated with melanoma metastasis that will assist with identifying targeted therapies. The latest development in mass spectrometry-based proteomics, together with extensive bioinformatics analysis, was used to investigate the molecular changes in 60 formalin-fixed and paraffin-embedded samples of primary and lymph nodes (LN) and distant organ metastatic melanomas. A total of 4631 proteins were identified, of which 72 and 453 were significantly changed between the LN and distant organ metastatic melanomas compared to the primary lesions (adj. p-value <0.05). An increase in proteins such as SLC9A3R1, CD20 and GRB2 and a decrease in CST6, SERPINB5 and ARG1 were associated with regional LN metastasis. By contrast, increased metastatic activities in distant organ metastatic melanomas were related to higher levels of CEACAM1, MC1R, AKT1 and MMP3-9 and decreased levels of CDKN2A, SDC1 and SDC4 proteins. Furthermore, machine learning analysis classified the lesions with up to 92% accuracy based on their metastatic status. The findings from this study provide up to date proteome-level information about the progression of melanomas to regional LN and distant organs, leading to the identification of protein signatures with potential for clinical translation.
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Affiliation(s)
- Ali Azimi
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
- Department of Dermatology, Westmead Hospital, Westmead, New South Wales, Australia
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, Westmead, New South Wales, Australia
| | - Ellis Patrick
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, Westmead, New South Wales, Australia
- School of Mathematics and Statistics, Faculty of Science, The University of Sydney, Camperdown, New South Wales, Australia
- Sydney Precision Data Science Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Rachel Teh
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
- Department of Dermatology, Westmead Hospital, Westmead, New South Wales, Australia
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, Westmead, New South Wales, Australia
| | - Jennifer Kim
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, Westmead, New South Wales, Australia
- Department of Tissue Pathology and Diagnostic Oncology, Institute of Clinical Pathology and Medical Research, Westmead Hospital, Westmead, New South Wales, Australia
| | - Pablo Fernandez-Penas
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
- Department of Dermatology, Westmead Hospital, Westmead, New South Wales, Australia
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, Westmead, New South Wales, Australia
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Tao Y, Xiao‐hong L, Guo‐lin K, hua H, Jia‐hui J, Chao C. The value of ACTN1 in the diagnosis of cutaneous squamous cell carcinoma: A continuation study. Skin Res Technol 2023; 29:e13252. [PMID: 37113080 PMCID: PMC10234166 DOI: 10.1111/srt.13252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 11/24/2022] [Indexed: 04/29/2023]
Affiliation(s)
- Yuan Tao
- Department of DermatologyYijishan Hospitalthe First Affiliated Hospital of Wannan Medical CollegeWuhuChina
| | - Lu Xiao‐hong
- Department of DermatologyYijishan Hospitalthe First Affiliated Hospital of Wannan Medical CollegeWuhuChina
| | - Ke Guo‐lin
- Department of DermatologyYijishan Hospitalthe First Affiliated Hospital of Wannan Medical CollegeWuhuChina
| | - Hu hua
- Department of DermatologyThe First Affiliated Hospital of Xinxiang Medical UniversityWeihuiChina
| | - Jiang Jia‐hui
- Department of DermatologyYijishan Hospitalthe First Affiliated Hospital of Wannan Medical CollegeWuhuChina
| | - Ci Chao
- Department of DermatologyYijishan Hospitalthe First Affiliated Hospital of Wannan Medical CollegeWuhuChina
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Skin Cancer Metabolic Profile Assessed by Different Analytical Platforms. Int J Mol Sci 2023; 24:ijms24021604. [PMID: 36675128 PMCID: PMC9866771 DOI: 10.3390/ijms24021604] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 01/03/2023] [Accepted: 01/10/2023] [Indexed: 01/17/2023] Open
Abstract
Skin cancer, including malignant melanoma (MM) and keratinocyte carcinoma (KC), historically named non-melanoma skin cancers (NMSC), represents the most common type of cancer among the white skin population. Despite decades of clinical research, the incidence rate of melanoma is increasing globally. Therefore, a better understanding of disease pathogenesis and resistance mechanisms is considered vital to accomplish early diagnosis and satisfactory control. The "Omics" field has recently gained attention, as it can help in identifying and exploring metabolites and metabolic pathways that assist cancer cells in proliferation, which can be further utilized to improve the diagnosis and treatment of skin cancer. Although skin tissues contain diverse metabolic enzymes, it remains challenging to fully characterize these metabolites. Metabolomics is a powerful omics technique that allows us to measure and compare a vast array of metabolites in a biological sample. This technology enables us to study the dermal metabolic effects and get a clear explanation of the pathogenesis of skin diseases. The purpose of this literature review is to illustrate how metabolomics technology can be used to evaluate the metabolic profile of human skin cancer, using a variety of analytical platforms including gas chromatography-mass spectrometry (GC-MS), liquid chromatography-mass spectrometry (LC-MS), and nuclear magnetic resonance (NMR). Data collection has not been based on any analytical method.
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Dong Q, Li D, Xie BB, Hu LH, Huang J, Jia XX, Tang YL, Liu GH, Shen NN, Yu XB. IL-17A and TNF-α inhibitors induce multiple molecular changes in psoriasis. Front Immunol 2022; 13:1015182. [PMID: 36483564 PMCID: PMC9723344 DOI: 10.3389/fimmu.2022.1015182] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 11/02/2022] [Indexed: 11/23/2022] Open
Abstract
Adalimumab and secukinumab are commonly used for moderate to severe psoriasis vulgaris (PV). Although distinct individual responses to and impaired effectiveness of these biological agents occur occasionally, little is known about the underlying reasons. Here, we report a proteomic analysis of psoriatic lesions from patients treated with these drugs using data-independent acquisition mass spectrometry (DIA-MS). Thousands of differentially expressed proteins (DEPs) changed over 12 weeks of treatment. Network analysis showed that DEPs could interact and induce transformation in matrix components, metabolic regulation, and immune response. The results of parallel reaction monitoring (PRM) analysis suggested that S100s, STAT1, KRT2, TYMP, SOD2, HSP90AB1, TFRC, and COL5A1 were the most significantly changed proteins in both groups. There was a positive association between the Psoriasis Area and Severity Index (PASI) score and three proteins (TFRC, IMPDH2, KRT2). Our study findings suggest that inhibition of IL-17A and TNF-α can induce changes in multiple molecules in psoriatic lesions and have an overlapping influence on the immune response and process through direct or indirect effects.
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Affiliation(s)
- Qiang Dong
- Department of Dermatology, Dermatology Hospital of Zhejiang Province, Huzhou, Zhejiang, China
| | - Dan Li
- Department of Dermatology, Dermatology Hospital of Zhejiang Province, Huzhou, Zhejiang, China
| | - Bi Bo Xie
- Department of Dermatology, Dermatology Hospital of Zhejiang Province, Huzhou, Zhejiang, China
| | - Li Hua Hu
- Department of Dermatology, Dermatology Hospital of Zhejiang Province, Huzhou, Zhejiang, China
| | - Jia Huang
- Department of Dermatology, Dermatology Hospital of Zhejiang Province, Huzhou, Zhejiang, China
| | - Xiao Xiao Jia
- Department of Dermatology, Dermatology Hospital of Zhejiang Province, Huzhou, Zhejiang, China
| | - Yan Li Tang
- Department of Dermatology, Dermatology Hospital of Zhejiang Province, Huzhou, Zhejiang, China
| | - Gan Hong Liu
- Department of Dermatology, Dermatology Hospital of Zhejiang Province, Huzhou, Zhejiang, China
| | - Ning Ning Shen
- Department of Dermatology, Dermatology Hospital of Zhejiang Province, Huzhou, Zhejiang, China
| | - Xiao Bing Yu
- Department of Dermatology, Dermatology Hospital of Zhejiang Province, Huzhou, Zhejiang, China
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Biao T, Cai-Feng H, Xiao-Hong L, Xiao-Li C, Wen-Bei L, Jun W, Chao C, Tao Y. From Bowen disease to cutaneous squamous cell carcinoma: eight markers were verified from transcriptomic and proteomic analyses. J Transl Med 2022; 20:416. [PMID: 36085041 PMCID: PMC9462620 DOI: 10.1186/s12967-022-03622-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 09/01/2022] [Indexed: 11/30/2022] Open
Abstract
Background Bowen's disease is a cutaneous squamous cell carcinoma (CSCC) in situ. If left untreated, BD may progress to invasive CSCC. CSCC is one of the most common cutaneous carcinoma in the elderly and the advanced, metastasis CSCC usually have a poor outcomes. However, the mechanisms of invasion and metastasis from Bowen’s disease to CSCC is complicated and still unclear. Objectives The aim of this study was to explore the biomarkers and molecular alterations in Bowen’s disease development process via analyzing the proteomics changes in tissues of CSCC, Bowen disease and healthy skin. Methods A total of 7 individuals with CSCC (5 for proteomics study and 2 for validation), 7 individuals with Bowen disease (5 for proteomics study and 2 for validation) and 7 healthy controls (5 for proteomics study and 2 for validation) presented to the Department of Dermatology, Yijishan Hospital, the First Affiliated Hospital of Wannan Medical College between January 2021 and December 2021 were enrolled. The proteomics analysis was performed to screen differentially expressed proteins/gens (DEPs/DEGs) in the lesions of CSCC, Bowen disease and healthy skin tissues. The transcriptomic data (GSE32628) of CSCC was selected and downloaded from the GEO database. The common DEGs in our proteomics results and GSE32628 between CSCC and healthy skin tissues were selected. And then, the common DEGs which significantly up or down-regulated between CSCC and Bowen disease in our proteomics results were further screened to identify using Western blot methods in the validation group. CSCC A431 cells were transfected with SERPINB1 small interfering RNA (si-SERPINB1) or small interfering RNA negative control (si-NC). To explore the effect of SERPINB1 silencing on migration and invasion ability of A431 cells. Results A total of 501 proteins were differentially expressed between the CSCC and healthy skin tissues, with 332 up-regulated and 169 down-regulated at least 1.5-fold with a P value < 0.05. These DEPs involved multiple biological functions such as protein binding process, immune, inflammation, ribosome, protein digestion and absorption, ECM-receptor interaction, focal adhesion, PI3K-Akt signaling pathway and others. A total of 20 common DEGs (COL3A1, LUM, TNC, COL1A1, ALDH3A2, FSCN1, SERPINB4, SERPINB1, CD36, COL4A1, CSTB, GPX3, S100A7, ACTN1, SERPINB3, S100A8, RAB31, STAT1, SPRR1B, S100A9) between CSCC and healthy skin tissues in GSE32628 and our proteomics results were found. Besides, the proteins of TNC, FSCN1, SERPINB1, ACTN1 and RAB31 in CSCC were significantly up-regulated, while COL3A1, COL1A1 and CD36 were significantly down-regulated relative to Bowen disease in proteomics results. These proteins were mainly involved in multiple pathways, including Focal adhesion, ECM-receptor interaction, Human papillomavirus infection, PI3K-Akt signaling pathway, PPAR signaling pathway, AMPK signaling pathway and others. These eight proteins were selected for further validation. According to the Western blotting analysis, when compared with the Bowen disease and healthy skin tissues, we found that the relative expression levels of TNC, FSCN1, SERPINB1, ACTN1 and RAB31 in the CSCC were significantly increased, while COL1A1 and CD36 were significantly decreased, and the differences were statistically significant (P < 0.05). Furthermore, the relative expression levels of TNC, FSCN1, SERPINB1 in the Bowen disease were also significantly increased, while the COL3A1 were also significantly decreased relative to the healthy control. SERPINB1 siRNA inhibited the expression of SERPINB1 at mRNA and protein levels in the A431 cells. After interfering with the expression of SERPINB1, the migration and invasion ability in the A431 cells were significantly decreased (P < 0.05). Conclusions This study highlights that eight proteins, TNC, FSCN1, SERPINB1, ACTN1, RAB31, COL3A1, COL1A1, CD36, were significantly associated with the mechanisms of invasion and metastasis in Bowen’s disease. Supplementary Information The online version contains supplementary material available at 10.1186/s12967-022-03622-1.
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Affiliation(s)
- Tang Biao
- Department of Dermatology, Yijishan Hospital, the First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China
| | - He Cai-Feng
- Department of Dermatology, Yijishan Hospital, the First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China
| | - Lu Xiao-Hong
- Department of Dermatology, Yijishan Hospital, the First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China
| | - Chang Xiao-Li
- Department of Dermatology, Yijishan Hospital, the First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China
| | - Liu Wen-Bei
- Department of Dermatology, Yijishan Hospital, the First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China
| | - Wang Jun
- Department of Dermatology, Yijishan Hospital, the First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China
| | - Ci Chao
- Department of Dermatology, Yijishan Hospital, the First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China.
| | - Yuan Tao
- Department of Dermatology, Yijishan Hospital, the First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China.
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11
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Teh R, Azimi A, Ali M, Mann G, Fernández-Peñas P. Specialised skin cancer spectral library for use in data-independent mass spectrometry. Proteomics 2021; 21:e2100128. [PMID: 34374218 DOI: 10.1002/pmic.202100128] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 07/12/2021] [Accepted: 07/26/2021] [Indexed: 11/08/2022]
Affiliation(s)
- Rachel Teh
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, 2145, Australia.,Centre for Cancer Research, Westmead Institute for Medical Research, Westmead, New South Wales, 2145, Australia
| | - Ali Azimi
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, 2145, Australia.,Centre for Cancer Research, Westmead Institute for Medical Research, Westmead, New South Wales, 2145, Australia
| | - Marina Ali
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, 2145, Australia
| | - Graham Mann
- Centre for Cancer Research, Westmead Institute for Medical Research, Westmead, New South Wales, 2145, Australia.,The John Curtin School of Medical Research, College of Health and Medicine, Australian National University, Canberra, ACT, 2601, Australia
| | - Pablo Fernández-Peñas
- Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, 2145, Australia.,Centre for Cancer Research, Westmead Institute for Medical Research, Westmead, New South Wales, 2145, Australia
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12
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Integrated tissue proteome and metabolome reveal key elements and regulatory pathways in cutaneous squamous cell carcinoma. J Proteomics 2021; 247:104320. [PMID: 34237460 DOI: 10.1016/j.jprot.2021.104320] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Revised: 06/28/2021] [Accepted: 07/02/2021] [Indexed: 12/14/2022]
Abstract
Cutaneous squamous cell carcinoma (CSCC) is a widespread malignancy but has a very low long-term survival rate for patients at the metastatic stage. Therefore, it is urgent to identify prognostic biomarkers for CSCC and improve our understanding of disease progression. Here we took advantage of a data-independent acquisition (DIA)-based nano liquid chromatography equipped with an orbitrap mass spectrometry (nLC-MS/MS) and ultraperformance LC coupled to a time-of-flight tandem MS (UPLC-TOF-MS/MS) technique to analyze cancer and corresponding noncancerous tissues from 20 CSCC patients for integrated proteomic and metabolomic analyses. Overall, 6241 tissue proteins were detected, while 136 proteins were significantly expressed in CSCC tissues. Further functional analysis revealed that various biological processes were highly enriched and participated in the pathogenesis of CSCC, especially DNA damage responses. Moreover, 641 named metabolites in total were identified, among which 181 were significantly changed in CSCC tissues. A total of 101 pathways were significantly enriched including apoptosis, autophagy, PI3K-Akt and mTOR signaling pathways. Interestingly, two pathways, protein digestion & absorption and platelet activation were both enriched in proteomic and metabolomic studies involving 5 proteins and 11 metabolites. Accordingly, a four-metabolite panel consisting of arachidonate, glutamine, glutamic acid, and proline (all area under the curve (AUC) values more than 0.9) was developed with a high accuracy (0.971) to distinguish the 20 detected cancer tissues from their noncancerous tissues. Collectively, our work highlighted the key elements and regulatory pathways involved in the pathogenesis of CSCC. More importantly, the present study not only provided potential biomarkers for the early diagnosis of CSCC, but also expanded our knowledge of the physiopathology of the disease. SIGNIFICANCE: CSCC is the second most common human cancer but has few treatment options and few sensitive biomarkers for diagnosis. Here we comprehensively revealed its molecular characteristics by performing integrated tissue proteomic and metabolomic analyses. Significantly distinct profiles and certain enriched pathways including DNA damage responses were identified as associated with CSCC. Moreover, protein digestion & absorption and platelet activation were both enriched in the proteome and metabolome. These identified molecular changes probably play significant roles in CSCC development. Finally, we developed a four-metabolite panel to distinguish CSCC with high accuracy. Overall, our data not only provided potential diagnostic biomarkers, but also extended knowledge on the pathogenesis of CSCC.
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13
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Noninvasive Analysis Using Data-Independent Acquisition Mass Spectrometry: New Epidermal Proteins That Reveal Sex Differences in the Aging Process. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2021. [DOI: 10.1155/2021/8849328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The development of mass spectrometry has provided a method with extremely high sensitivity and selectivity that can be used to identify protein biomarkers. Epidermal proteins, lipids, and cornified envelopes are involved in the formation of the skin epidermal barrier. The epidermal protein composition changes with age. Therefore, quantitative proteomic changes may be indicative of skin aging. We sought to utilize data-independent acquisition mass spectrometry for noninvasive analysis of epidermal proteins in healthy Chinese individuals of different age groups and sexes. In our study, we completed high-throughput protein detection, analyzed protein differences with MaxQuant software, and performed statistical analyses of the proteome. We obtained interesting findings regarding ceruloplasmin (CP), which exhibited significant differences and is involved in ferroptosis, a signaling pathway significantly associated with aging. There were also several proteins that differed between sexes in the younger group, but the sex differences disappeared with aging. These proteins, which were associated with both aging processes and sex differences, are involved in signaling pathways such as apoptosis, oxidative stress, and genomic stability and can serve as candidate biomarkers for sex differences during aging. Our approach for noninvasive detection of epidermal proteins and its application to accurately quantify protein expression can provide ideas for future epidermal proteomics studies.
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14
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Zhang G, Yan G, Fu Z, Wu Y, Wu F, Zheng Z, Fang S, Gao Y, Bao X, Liu Y, Wang X, Zhu S. Loss of retinoic acid receptor-related receptor alpha (Rorα) promotes the progression of UV-induced cSCC. Cell Death Dis 2021; 12:247. [PMID: 33664254 PMCID: PMC7933246 DOI: 10.1038/s41419-021-03525-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Revised: 02/09/2021] [Accepted: 02/12/2021] [Indexed: 12/15/2022]
Abstract
Cutaneous squamous cell carcinoma (cSCC) is prevalent in the world, accounting for a huge part of non-melanoma skin cancer. Most cSCCs are associated with a distinct pre-cancerous lesion, the actinic keratosis (AK). However, the progression trajectory from normal skin to AK and cSCC has not been fully demonstrated yet. To identify genes involved in this progression trajectory and possible therapeutic targets for cSCC, here we constructed a UV-induced cSCC mouse model covering the progression from normal skin to AK to cSCC, which mimicked the solar UV radiation perfectly using the solar-like ratio of UVA and UVB, firstly. Then, transcriptome analysis and a series of bioinformatics analyses and cell experiments proved that Rorα is a key transcript factor during cSCC progression. Rorα could downregulate the expressions of S100a9 and Sprr2f in cSCC cells, which can inhibit the proliferation and migration in cSCC cells, but not the normal keratinocyte. Finally, further animal experiments confirmed the inhibitory effect of cSCC growth by Rorα in vivo. Our findings showed that Rorα would serve as a potential novel target for cSCC, which will facilitate the treatment of cSCC in the future.
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MESH Headings
- Animals
- Calgranulin B/genetics
- Calgranulin B/metabolism
- Carcinoma, Squamous Cell/etiology
- Carcinoma, Squamous Cell/genetics
- Carcinoma, Squamous Cell/metabolism
- Carcinoma, Squamous Cell/pathology
- Cell Line, Tumor
- Cell Movement
- Cell Proliferation
- Cell Transformation, Neoplastic/genetics
- Cell Transformation, Neoplastic/metabolism
- Cell Transformation, Neoplastic/pathology
- Cornified Envelope Proline-Rich Proteins/genetics
- Cornified Envelope Proline-Rich Proteins/metabolism
- Disease Models, Animal
- Disease Progression
- Female
- Gene Expression Regulation, Neoplastic
- Humans
- Keratosis, Actinic/etiology
- Keratosis, Actinic/genetics
- Keratosis, Actinic/metabolism
- Keratosis, Actinic/pathology
- Mice, Hairless
- Neoplasm Invasiveness
- Neoplasms, Radiation-Induced/etiology
- Neoplasms, Radiation-Induced/genetics
- Neoplasms, Radiation-Induced/metabolism
- Neoplasms, Radiation-Induced/pathology
- Nuclear Receptor Subfamily 1, Group F, Member 1/deficiency
- Nuclear Receptor Subfamily 1, Group F, Member 1/genetics
- Octamer Transcription Factors/genetics
- Octamer Transcription Factors/metabolism
- Skin Neoplasms/etiology
- Skin Neoplasms/genetics
- Skin Neoplasms/metabolism
- Skin Neoplasms/pathology
- Transcriptome
- Ultraviolet Rays
- Mice
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Affiliation(s)
- Guolong Zhang
- Institute of Photomedicine, Shanghai Skin Disease Hospital, Tongji University School of Medicine, Shanghai, 200443, China
| | - Guorong Yan
- Institute of Photomedicine, Shanghai Skin Disease Hospital, Tongji University School of Medicine, Shanghai, 200443, China
| | - Zhiliang Fu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, 200438, China
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, 200438, China
| | - Yuhao Wu
- Institute of Photomedicine, Shanghai Skin Disease Hospital, Tongji University School of Medicine, Shanghai, 200443, China
| | - Fei Wu
- Department of Pathology, Shanghai Skin Disease Hospital, Tongji University School of Medicine, Shanghai, 200443, China
| | - Zhe Zheng
- Institute of Photomedicine, Shanghai Skin Disease Hospital, Tongji University School of Medicine, Shanghai, 200443, China
| | - Shan Fang
- Institute of Photomedicine, Shanghai Skin Disease Hospital, Tongji University School of Medicine, Shanghai, 200443, China
| | - Ying Gao
- Institute of Photomedicine, Shanghai Skin Disease Hospital, Tongji University School of Medicine, Shanghai, 200443, China
| | - Xunxia Bao
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, 200438, China
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, 200438, China
| | - Yeqiang Liu
- Department of Pathology, Shanghai Skin Disease Hospital, Tongji University School of Medicine, Shanghai, 200443, China.
| | - Xiuli Wang
- Institute of Photomedicine, Shanghai Skin Disease Hospital, Tongji University School of Medicine, Shanghai, 200443, China.
| | - Sibo Zhu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, 200438, China.
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, 200438, China.
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15
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Shapanis A, Lai C, Smith S, Coltart G, Sommerlad M, Schofield J, Parkinson E, Skipp P, Healy E. Identification of proteins associated with development of metastasis from cutaneous squamous cell carcinomas (cSCCs) via proteomic analysis of primary cSCCs. Br J Dermatol 2020; 184:709-721. [PMID: 32794257 DOI: 10.1111/bjd.19485] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/31/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND Cutaneous squamous cell carcinoma (cSCC) is one of the most common cancers capable of metastasizing. Proteomic analysis of cSCCs can provide insight into the biological processes responsible for metastasis, as well as future therapeutic targets and prognostic biomarkers. OBJECTIVES To identify proteins associated with development of metastasis in cSCC. METHODS A proteomic-based approach was employed on 105 completely excised, primary cSCCs, comprising 52 that had metastasized (P-M) and 53 that had not metastasized at 5 years post-surgery (P-NM). Formalin-fixed, paraffin-embedded cSCCs were microdissected and subjected to proteomic profiling after one-dimensional (1D), and separately two-dimensional (2D), liquid chromatography fractionation. RESULTS A discovery set of 24 P-Ms and 24 P-NMs showed 144 significantly differentially expressed proteins, including 33 proteins identified via both 1D and 2D separation, between P-Ms and P-NMs. Several differentially expressed proteins were also associated with survival in SCCs of other organs. The findings were verified by multiple reaction monitoring on six peptides from two proteins, annexin A5 (ANXA5) and dolichyl-diphosphooligosaccharide-protein glycosyltransferase noncatalytic subunit (DDOST), in the discovery group and validated on a separate cohort (n = 57). Increased expression of ANXA5 and DDOST was associated with reduced time to metastasis in cSCC and decreased survival in cervical and oropharyngeal cancer. A prediction model using ANXA5 and DDOST had an area under the curve of 0·93 (confidence interval 0·83-1·00), an accuracy of 91·2% and higher sensitivity and specificity than cSCC staging systems currently in clinical use. CONCLUSIONS This study highlights that increased expression of two proteins, ANXA5 and DDOST, is significantly associated with poorer clinical outcomes in cSCC.
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Affiliation(s)
- A Shapanis
- Dermatopharmacology, Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - C Lai
- Dermatopharmacology, Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.,Dermatology, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - S Smith
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - G Coltart
- Dermatopharmacology, Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.,Dermatology, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - M Sommerlad
- Histopathology, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - J Schofield
- Centre for Proteomic Research, Institute for Life Sciences, University of Southampton, Southampton, UK
| | - E Parkinson
- Centre for Proteomic Research, Institute for Life Sciences, University of Southampton, Southampton, UK
| | - P Skipp
- Centre for Proteomic Research, Institute for Life Sciences, University of Southampton, Southampton, UK
| | - E Healy
- Dermatopharmacology, Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.,Dermatology, University Hospital Southampton NHS Foundation Trust, Southampton, UK
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16
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Hallal S, Azimi A, Wei H, Ho N, Lee MYT, Sim HW, Sy J, Shivalingam B, Buckland ME, Alexander-Kaufman KL. A Comprehensive Proteomic SWATH-MS Workflow for Profiling Blood Extracellular Vesicles: A New Avenue for Glioma Tumour Surveillance. Int J Mol Sci 2020; 21:ijms21134754. [PMID: 32635403 PMCID: PMC7369771 DOI: 10.3390/ijms21134754] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 07/01/2020] [Accepted: 07/01/2020] [Indexed: 12/13/2022] Open
Abstract
Improving outcomes for diffuse glioma patients requires methods that can accurately and sensitively monitor tumour activity and treatment response. Extracellular vesicles (EV) are membranous nanoparticles that can traverse the blood-brain-barrier, carrying oncogenic molecules into the circulation. Measuring clinically relevant glioma biomarkers cargoed in circulating EVs could revolutionise how glioma patients are managed. Despite their suitability for biomarker discovery, the co-isolation of highly abundant complex blood proteins has hindered comprehensive proteomic studies of circulating-EVs. Plasma-EVs isolated from pre-operative glioma grade II-IV patients (n = 41) and controls (n = 11) were sequenced by Sequential window acquisition of all theoretical fragment ion spectra mass spectrometry (SWATH-MS) and data extraction was performed by aligning against a custom 8662-protein library. Overall, 4054 proteins were measured in plasma-EVs. Differentially expressed proteins and putative circulating-EV markers were identified (adj. p-value < 0.05), including those reported in previous in-vitro and ex-vivo glioma-EV studies. Principal component analysis showed that plasma-EV protein profiles clustered according to glioma histological-subtype and grade, and plasma-EVs resampled from patients with recurrent tumour progression grouped with more aggressive glioma samples. The extensive plasma-EV proteome profiles achieved here highlight the potential for SWATH-MS to define circulating-EV biomarkers for objective blood-based measurements of glioma activity that could serve as ideal surrogate endpoints to assess tumour progression and allow more dynamic, patient-centred treatment protocols.
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Affiliation(s)
- Susannah Hallal
- Neurosurgery Department, Chris O’Brien Lifehouse, Camperdown 2050, Australia; (S.H.); (B.S.)
- Brainstorm Brain Cancer Research, Brain and Mind Centre, The University of Sydney, Camperdown 2050, Australia; (H.W.); (N.H.); (M.Y.T.L.); (M.E.B.)
- Discipline of Pathology, School of Medical Sciences, The University of Sydney, Sydney 2006, Australia
- Neuropathology Department, Royal Prince Alfred Hospital, Camperdown 2050, Australia;
| | - Ali Azimi
- Dermatology Department, School of Medical Sciences, The University of Sydney, Westmead 2145, Australia;
| | - Heng Wei
- Brainstorm Brain Cancer Research, Brain and Mind Centre, The University of Sydney, Camperdown 2050, Australia; (H.W.); (N.H.); (M.Y.T.L.); (M.E.B.)
- Neuropathology Department, Royal Prince Alfred Hospital, Camperdown 2050, Australia;
| | - Nicholas Ho
- Brainstorm Brain Cancer Research, Brain and Mind Centre, The University of Sydney, Camperdown 2050, Australia; (H.W.); (N.H.); (M.Y.T.L.); (M.E.B.)
| | - Maggie Yuk Ting Lee
- Brainstorm Brain Cancer Research, Brain and Mind Centre, The University of Sydney, Camperdown 2050, Australia; (H.W.); (N.H.); (M.Y.T.L.); (M.E.B.)
- Neuropathology Department, Royal Prince Alfred Hospital, Camperdown 2050, Australia;
| | - Hao-Wen Sim
- Department of Medical Oncology, Chris O’Brien Lifehouse, Camperdown 2050, Australia;
- NHMRC Clinical Trials Centre, University of Sydney, Camperdown 2050, Australia
- The Kinghorn Cancer Centre, St Vincent’s Hospital, Darlinghurst 2010, Australia
| | - Joanne Sy
- Neuropathology Department, Royal Prince Alfred Hospital, Camperdown 2050, Australia;
| | - Brindha Shivalingam
- Neurosurgery Department, Chris O’Brien Lifehouse, Camperdown 2050, Australia; (S.H.); (B.S.)
- Brainstorm Brain Cancer Research, Brain and Mind Centre, The University of Sydney, Camperdown 2050, Australia; (H.W.); (N.H.); (M.Y.T.L.); (M.E.B.)
| | - Michael Edward Buckland
- Brainstorm Brain Cancer Research, Brain and Mind Centre, The University of Sydney, Camperdown 2050, Australia; (H.W.); (N.H.); (M.Y.T.L.); (M.E.B.)
- Discipline of Pathology, School of Medical Sciences, The University of Sydney, Sydney 2006, Australia
- Neuropathology Department, Royal Prince Alfred Hospital, Camperdown 2050, Australia;
| | - Kimberley Louise Alexander-Kaufman
- Neurosurgery Department, Chris O’Brien Lifehouse, Camperdown 2050, Australia; (S.H.); (B.S.)
- Brainstorm Brain Cancer Research, Brain and Mind Centre, The University of Sydney, Camperdown 2050, Australia; (H.W.); (N.H.); (M.Y.T.L.); (M.E.B.)
- Discipline of Pathology, School of Medical Sciences, The University of Sydney, Sydney 2006, Australia
- Neuropathology Department, Royal Prince Alfred Hospital, Camperdown 2050, Australia;
- Correspondence: ; Tel.: +61-2-8514-0675
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17
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Azimi A, Lo K, Kim J, Fernandez-Penas P. Investigating proteome changes between primary and metastatic cutaneous squamous cell carcinoma using SWATH mass spectrometry. J Dermatol Sci 2020; 99:119-127. [PMID: 32651104 DOI: 10.1016/j.jdermsci.2020.06.012] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 06/14/2020] [Accepted: 06/28/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Cutaneous squamous cell carcinoma (cSCC) is a common malignancy worldwide and the first as the cause of death from keratinocytic carcinomas. Around 5% of primary cSCCs metastasize, leading to a 5-year survival rate of only 11 %. OBJECTIVE This paper aims to investigate the proteome profile of primary and metastatic cSCC lesions for the identification of potential diagnostic biomarkers and molecular alterations. METHODS Liquid chromatography coupled with SWATH-MS workflow was used to analyse the proteome profile of formalin-fixed and paraffin-embedded samples of primary (n = 20) and metastatic cSCC (n = 25) lesions. Statistical and bioinformatics analysis was performed to identify differentially abundant proteins and molecular alterations between the lesions. RESULTS A total of 5037 proteins were identified across the samples of which 19 proteins including ISG15, APOA1 and MARCKS with roles in metastasis were increased and 11 proteins including DMKN, APCS and CST6 decreased in metastatic cSCC lesions relative to the primary phenotypes (adj. p-value <0.05). The proteomic data separated the lesions based on their histopathological diagnosis. Bioinformatics analysis revealed that cell migration, cell survival and immune response are likely activated, and apoptosis is inhibited in metastatic cSCC lesions, indicating increased lesion complexity as the disease progresses from primary to the metastatic phenotype. Two samples were reclassified after PCA analysis. CONCLUSION SWATH-MS analysis identified important molecular changes between primary and metastatic cSCC samples. Exploring these findings further will allow their translation into the clinic for improved tumour diagnosis, staging and therapeutic intervention.
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Affiliation(s)
- Ali Azimi
- Centre for Translational Skin Research, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia; Department of Dermatology, Westmead Hospital, Westmead, New South Wales, Australia
| | - Kitty Lo
- School of Mathematics and Statistics, The University of Sydney, Camperdown, New South Wales, Australia
| | - Jennifer Kim
- Department of Tissue Pathology and Diagnostic Oncology, Institute of Clinical Pathology and Medical Research (ICPMR) Westmead Hospital, Westmead, New South Wales, Australia
| | - Pablo Fernandez-Penas
- Centre for Translational Skin Research, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia; Department of Dermatology, Westmead Hospital, Westmead, New South Wales, Australia.
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18
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Dengjel J, Bruckner-Tuderman L, Nyström A. Skin proteomics - analysis of the extracellular matrix in health and disease. Expert Rev Proteomics 2020; 17:377-391. [PMID: 32552150 DOI: 10.1080/14789450.2020.1773261] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
INTRODUCTION The skin protects the human body from external insults and regulates water and temperature homeostasis. A highly developed extracellular matrix (ECM) supports the skin and instructs its cell functions. Reduced functionality of the ECM is often associated with skin diseases that cause physical impairment and also have implications on social interactions and quality of life of affected individuals. AREAS COVERED With a focus on the skin ECM we discuss how mass spectrometry (MS)-based proteomic approaches first contributed to establishing skin protein inventories and then facilitated elucidation of molecular functions and disease mechanisms. EXPERT OPINION MS-based proteomic approaches have significantly contributed to our understanding of skin pathophysiology, but also revealed the challenges in assessing the skin ECM. The numerous posttranslational modifications of ECM proteins, like glycosylation, crosslinking, oxidation, and proteolytic maturation in disease settings can be difficult to tackle and remain understudied. Increased ease of handling of LC-MS/MS systems and automated/streamlined data analysis pipelines together with the accompanying increased usage of LC-MS/MS approaches will ensure that in the coming years MS-based proteomic approaches will continue to play a vital part in skin disease research. They will facilitate the elucidation of molecular disease mechanisms and, ultimately, identification of new druggable targets.
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Affiliation(s)
- Jörn Dengjel
- Department of Biology, University of Fribourg , Fribourg, Switzerland
| | - Leena Bruckner-Tuderman
- Department of Dermatology, Faculty of Medicine, Medical Center - University of Freiburg , Freiburg, University of Freiburg, Freiburg, Germany Germany
| | - Alexander Nyström
- Department of Dermatology, Faculty of Medicine, Medical Center - University of Freiburg , Freiburg, University of Freiburg, Freiburg, Germany Germany
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19
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Cytoplasmic Increase in Hsp70 Protein: A Potential New Biomarker of Early Infiltration of Cutaneous Squamous Cell Carcinoma Arising from Actinic Keratosis. Cancers (Basel) 2020; 12:cancers12051151. [PMID: 32375264 PMCID: PMC7281259 DOI: 10.3390/cancers12051151] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Revised: 04/10/2020] [Accepted: 04/15/2020] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Cutaneous squamous skin cell carcinoma (SCC) is the second most frequent type of non-melanoma skin cancer and is the second leading cause of death by skin cancer in Caucasian populations. However, at present it is difficult to predict patients with poor SCC prognosis. OBJECTIVE To identify proteins with expression levels that could predict SCC infiltration in SCC arising from actinic keratosis (SCC-AK). METHODS A total of 20 biopsies from 20 different patients were studied; 10 were SCC-AK samples and 10 were taken from normal skin. Early infiltrated SCC-AK samples were selected based on histological examination, and to determine the expression of proteins, fresh skin samples were processed by two-dimensional electrophoresis. RESULTS The expression levels of three proteins, namely alpha hemoglobin and heat shock proteins 27 and 70 (Hsp27 and Hsp70, respectively) were significantly increased in SCC-AK samples with respect to normal control skin. However, only the expression level of Hsp70 protein positively correlated with the level of SCC-AK dermis infiltration. Immunohistological examination suggested that increased expression of Hsp70 proteins seemed to mainly occur in the cytoplasm of keratinocytes. The increased cytoplasmic Hsp70 expression in SCC-AK was confirmed by Western blot experiments. CONCLUSION Cytoplasmic expression of Hsp70 could be a potential biomarker of early infiltration of SCC arising from AK.
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20
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Azimi A, Kaufman KL, Kim J, Ali M, Mann GJ, Fernandez-Penas P. Proteomics: An emerging approach for the diagnosis and classification of cutaneous squamous cell carcinoma and its precursors. J Dermatol Sci 2020; 99:9-16. [PMID: 32312638 DOI: 10.1016/j.jdermsci.2020.03.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Revised: 02/01/2020] [Accepted: 03/26/2020] [Indexed: 12/19/2022]
Abstract
Cutaneous squamous cell carcinoma (cSCC) and its precursors, actinic keratosis (AK) and Bowen's disease (BD), are the most common types of keratinocytic skin lesions (KSL) which account for the majority of non-melanoma skin cancer lethality. Currently, clinical and histopathological criteria are used for the diagnosis, classification and therapeutic intervention of KSLs, however discrepancies exist between the clinical presentations and histologic analyses of these lesions, making the diagnosis difficult. The identification of biomarkers as companion diagnostics for accurately stratifying KSL types is required to support the paradigm shift in current cancer care to personalised, precision medicine and ameliorate the negative impact of misdiagnoses or delayed diagnoses on patient outcome. Also, it is essential to elaborate on the poorly defined molecular modifications required for the initiation, development and progression of KSL from normal keratinocytes. By harnessing recent technological advances in molecular profiling techniques, it is anticipated that greater insight into the various combinations of proteomic events or alternative pathways underlying carcinogenesis will be gained. This review will explore recent genomic studies in KSL followed by assessing the feasibility and significance of mass spectrometry-based proteomics profiling as a promising approach to a better understanding of the oncogenic pathways underpinning the formation and progression of KSL lesions and in aiding the identification of novel biomarkers and new therapeutic targets. The development of non-invasive tools such as tape-stripping coupled with proteomic analysis alone or in conjunction with imaging and genomic technologies will complement existing clinical and histopathological parameters, leading to an improvement in patient outcomes.
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Affiliation(s)
- Ali Azimi
- Centre for Translational Skin Research, The University of Sydney, Westmead, Australia; Department of Dermatology, Westmead Hospital, Westmead, Australia
| | - Kimberley L Kaufman
- Department of Neurosurgery, Chris O'Brien Lifehouse, Camperdown, Australia; Discipline of Pathology, The University of Sydney, Camperdown, Australia
| | - Jennifer Kim
- Department of Tissue Pathology and Diagnostic Oncology, Institute of Clinical Pathology and Medical Research, Westmead Hospital, Westmead, Australia
| | - Marina Ali
- Centre for Translational Skin Research, The University of Sydney, Westmead, Australia; Department of Dermatology, Westmead Hospital, Westmead, Australia
| | - Graham J Mann
- Centre for Cancer Research, Westmead Institute for Medical Research, The University of Sydney, Westmead, Australia; Melanoma Institute Australia, The University of Sydney, Wollstonecraft, Australia
| | - Pablo Fernandez-Penas
- Centre for Translational Skin Research, The University of Sydney, Westmead, Australia; Department of Dermatology, Westmead Hospital, Westmead, Australia.
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