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1.
J Pathol Clin Res ; 10(3): e12377, 2024 May.
Article in English | MEDLINE | ID: mdl-38750616

ABSTRACT

Even after decades of research, pancreatic ductal adenocarcinoma (PDAC) remains a highly lethal disease and responses to conventional treatments remain mostly poor. Subclassification of PDAC into distinct biological subtypes has been proposed by various groups to further improve patient outcome and reduce unnecessary side effects. Recently, an immunohistochemistry (IHC)-based subtyping method using cytokeratin-81 (KRT81) and hepatocyte nuclear factor 1A (HNF1A) could recapitulate some of the previously established molecular subtyping methods, while providing significant prognostic and, to a limited degree, also predictive information. We refined the KRT81/HNF1A subtyping method to classify PDAC into three distinct biological subtypes. The prognostic value of the IHC-based method was investigated in two primary resected cohorts, which include 269 and 286 patients, respectively. In the second cohort, we also assessed the predictive effect for response to erlotinib + gemcitabine. In both PDAC cohorts, the new HNF1A-positive subtype was associated with the best survival, the KRT81-positive subtype with the worst, and the double-negative with an intermediate survival (p < 0.001 and p < 0.001, respectively) in univariate and multivariate analyses. In the second cohort (CONKO-005), the IHC-based subtype was additionally found to have a potential predictive value for the erlotinib-based treatment effect. The revised IHC-based subtyping using KRT81 and HNF1A has prognostic significance for PDAC patients and may be of value in predicting treatment response to specific therapeutic agents.


Subject(s)
Biomarkers, Tumor , Carcinoma, Pancreatic Ductal , Gemcitabine , Hepatocyte Nuclear Factor 1-alpha , Immunohistochemistry , Pancreatic Neoplasms , Predictive Value of Tests , Humans , Carcinoma, Pancreatic Ductal/pathology , Carcinoma, Pancreatic Ductal/mortality , Carcinoma, Pancreatic Ductal/metabolism , Female , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/mortality , Pancreatic Neoplasms/metabolism , Biomarkers, Tumor/analysis , Male , Middle Aged , Aged , Hepatocyte Nuclear Factor 1-alpha/genetics , Hepatocyte Nuclear Factor 1-alpha/metabolism , Prognosis , Deoxycytidine/analogs & derivatives , Deoxycytidine/therapeutic use , Erlotinib Hydrochloride/therapeutic use , Adult , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Aged, 80 and over , Keratins, Hair-Specific/metabolism , Keratins, Hair-Specific/analysis , Kaplan-Meier Estimate
2.
Adv Sci (Weinh) ; 11(5): e2300509, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37949677

ABSTRACT

Keratins are an integral part of cell structure and function. Here, it is shown that ectopic expression of a truncated isoform of keratin 81 (tKRT81) in breast cancer is upregulated in metastatic lesions compared to primary tumors and patient-derived circulating tumor cells, and is associated with more aggressive subtypes. tKRT81 physically interacts with keratin 18 (KRT18) and leads to changes in the cytosolic keratin intermediate filament network and desmosomal plaque formation. These structural changes are associated with a softer, more elastically deformable cancer cell with enhanced adhesion and clustering ability leading to greater in vivo lung metastatic burden. This work describes a novel biomechanical mechanism by which tKRT81 promotes metastasis, highlighting the importance of the biophysical characteristics of tumor cells.


Subject(s)
Breast Neoplasms , Keratins, Hair-Specific , Female , Humans , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Ectopic Gene Expression , Keratins, Hair-Specific/genetics , Keratins, Hair-Specific/metabolism , Protein Isoforms/genetics
3.
Cells ; 12(23)2023 11 26.
Article in English | MEDLINE | ID: mdl-38067138

ABSTRACT

The role of desmoglein-3 (DSG3) in oncogenesis is unclear. This study aimed to uncover molecular mechanisms through comparative transcriptome analysis in oral cancer cells, defining potential key genes and associated biological processes related to DSG3 expression. Four mRNA libraries of oral squamous carcinoma H413 cell lines were sequenced, and 599 candidate genes exhibited differential expression between DSG3-overexpressing and matched control lines, with 12 genes highly significantly differentially expressed, including 9 upregulated and 3 downregulated. Genes with known implications in cancer, such as MMP-13, KRT84, OLFM4, GJA1, AMOT and ADAMTS1, were strongly linked to DSG3 overexpression. Gene ontology analysis indicated that the DSG3-associated candidate gene products participate in crucial cellular processes such as junction assembly, focal adhesion, extracellular matrix formation, intermediate filament organisation and keratinocyte differentiation. Validation of RNA-Seq was performed through RT-qPCR, Western blotting and immunofluorescence analyses. Furthermore, using transmission electron microscopy, we meticulously examined desmosome morphology and revealed a slightly immature desmosome structure in DSG3-overexpressing cells compared to controls. No changes in desmosome frequency and diameter were observed between the two conditions. This study underscores intricate and multifaceted alterations associated with DSG3 in oral squamous carcinoma cells, implying a potential oncogenic role of this gene in biological processes that enable cell communication, motility and survival.


Subject(s)
Carcinoma, Squamous Cell , Mouth Neoplasms , Humans , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/metabolism , Desmoglein 3/genetics , Desmoglein 3/analysis , Desmoglein 3/metabolism , Desmosomes/metabolism , Gene Expression Profiling , Keratinocytes/metabolism , Keratins, Hair-Specific/analysis , Keratins, Hair-Specific/genetics , Keratins, Hair-Specific/metabolism , Keratins, Type II/analysis , Keratins, Type II/genetics , Keratins, Type II/metabolism , Mouth Neoplasms/genetics , Mouth Neoplasms/metabolism , Oncogenes , Transcriptome
4.
Acta Biomater ; 168: 440-457, 2023 09 15.
Article in English | MEDLINE | ID: mdl-37479159

ABSTRACT

Cosmetics for perming hair are commonly used but have negative impacts on hair fibers. Repairing damaged hair with conditioners, hair oil, and hair masks can provide relief but cannot prevent injuries. Recent research has shown that proteins and amino acids can remodel hair's disulfide bonds. However, the permeation ability of proteins is limited, and amino acids may disrupt the secondary structure of hair keratins. Our study demonstrates that peptides can be safely, efficiently, and promisingly used for hair perming. A bioinspired peptide, PepACS (PepA-PepC-SPB), was designed through bioinformatics. It can interact with keratin's sulfhydryl group in situ to remodel disulfide bonds without affecting hair fiber's tensile properties. The potential of PepACS to repair cuticle injuries is also observed through scanning electron microscope visualization. Besides, linking PepACS with mCherry enables hair dyeing. This research suggests that biomaterials can be applied in the hair care industry. STATEMENT OF SIGNIFICANCE: Chemical perming products can have negative impacts on people's health and hair fibers, making it essential to explore alternative methods. Peptides treatment is a promising option, but synthesizing sulfur-rich short peptides for hair perming has not been demonstrated before. In this paper, we utilized bioinformatics to design bio-inspired peptides that can interact with hair keratins and form curled shapes. Our study demonstrates that bioinformatics tools can be utilized to design bioinspired peptides with unique functions. Sulfur-rich short peptides can be heterologously expressed with fusion strategies, and PepACS can securely bind hair fibers through disulfide bonds. Importantly, perming hair with 0.01% PepACS maintains the mechanical properties of hair, and dyeing hair with the fusion protein PepACS_mCh can be facilitated by ethanol. These findings suggest that the strategy of perming and dyeing hair through peptides is non-injurious, and the peptides used for repairing hair damage show tremendous potential.


Subject(s)
Hair Dyes , Keratins, Hair-Specific , Humans , Keratins, Hair-Specific/analysis , Keratins, Hair-Specific/metabolism , Hair Dyes/analysis , Hair Dyes/chemistry , Hair Dyes/metabolism , Proteins/metabolism , Peptides/metabolism , Amino Acids/analysis , Hair/chemistry , Disulfides/metabolism
5.
DNA Cell Biol ; 40(10): 1290-1297, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34591651

ABSTRACT

KRT81 is involved in carcinogenesis and progression of many types of human cancers. However, little is known about the role of KRT81 in melanoma. In this study, we identified that KRT81 expression is upregulated in melanoma tissues compared with corresponding adjacent nontumor tissues. Overexpression of KRT81 was also found in human melanoma cell lines. Cell functional studies have shown that KRT81 knockdown could inhibit proliferation, colony formation, migration, invasion, and promote apoptosis of A375 cells. Consistently, in vivo tumorigenesis experiments showed that KRT81 knockdown significantly suppressed the growth of xenograft tumors. Moreover, KRT81 knockdown increased the chemosensitivity of A375 cells to DDP. Mechanical exploration revealed that KRT81 knockdown mediated the downregulation of inflammatory cytokine interleukin-8 (IL-8). In conclusion, these findings indicate that downregulation of KRT81 could inhibit progression of melanoma by regulating IL-8. Therefore, KRT81 represents a potential therapeutic target for melanoma therapy.


Subject(s)
Keratins, Hair-Specific/genetics , Keratins, Type II/genetics , Melanoma/genetics , Skin Neoplasms/genetics , Aged , Animals , Carcinogenesis/genetics , Carcinogenesis/metabolism , Cell Line, Tumor , Female , Humans , Interleukin-8/genetics , Interleukin-8/metabolism , Keratins, Hair-Specific/metabolism , Keratins, Type II/metabolism , Male , Melanoma/metabolism , Melanoma/pathology , Mice , Mice, Inbred BALB C , Middle Aged , Skin Neoplasms/metabolism , Skin Neoplasms/pathology
6.
FEBS Open Bio ; 11(5): 1299-1312, 2021 05.
Article in English | MEDLINE | ID: mdl-33605551

ABSTRACT

In human hair follicles, the hair-forming cells express 16 hair keratin genes depending on the differentiation stages. K85 and K35 are the first hair keratins expressed in cortical cells at the early stage of the differentiation. Two types of mutations in the gene encoding K85 are associated with ectodermal dysplasia of hair and nail type. Here, we transfected cultured SW-13 cells with human K85 and K35 genes and characterized filament formation. The K85-K35 pair formed short filaments in the cytoplasm, which gradually elongated and became thicker and entangled around the nucleus, indicating that K85-K35 promotes lateral association of short intermediate filaments (IFs) into bundles but cannot form IF networks in the cytoplasm. Of the K85 mutations related to ectodermal dysplasia of hair and nail type, a two-nucleotide (C1448 T1449 ) deletion (delCT) in the protein tail domain of K85 interfered with the K85-K35 filament formation and gave only aggregates, whereas a missense mutation (233A>G) that replaces Arg78 with His (R78H) in the head domain of K85 did not interfere with the filament formation. Transfection of cultured MCF-7 cells with all the hair keratin gene combinations, K85-K35, K85(R78H)-K35 and K85(delCT)-K35, as well as the individual hair keratin genes, formed well-developed cytoplasmic IF networks, probably by incorporating into the endogenous cytokeratin IF networks. Thus, the unique de novo assembly properties of the K85-K35 pair might play a key role in the early stage of hair formation.


Subject(s)
Cyclin-Dependent Kinase 8/genetics , Keratins, Hair-Specific/genetics , Keratins, Type II/genetics , Amino Acid Sequence/genetics , Cell Line , Cyclin-Dependent Kinase 8/metabolism , Cytoskeletal Proteins/genetics , Cytoskeletal Proteins/metabolism , Hair/metabolism , Humans , Intermediate Filaments/genetics , Keratins/genetics , Keratins/metabolism , Keratins, Hair-Specific/metabolism , Keratins, Type II/metabolism , MCF-7 Cells , Transfection
7.
Int J Biol Macromol ; 167: 620-632, 2021 Jan 15.
Article in English | MEDLINE | ID: mdl-33279560

ABSTRACT

Many restoring formulations for damaged hair keratin have been developed. Some patents claim that the hair repair occurs through the reconstruction of disulfide bridges of keratin, through α,ß-unsaturated Michael acceptors, such as shikimic acid and bis-aminopropyl diglycol dimaleate. To gain more insights into the possible repairing mechanism, this study is aimed at assessing, by IR and Raman spectroscopies coupled to scanning electron microscopy (SEM), the structural changes induced in keratin from bleached hair by the treatment with commercial reconstructive agents as well as shikimic acid and dimethyl maleate, chosen as model compounds. Vibrational spectroscopy revealed that shikimic acid- and maleate-based restoring agents interacted with hair fibers modifying both their cortex and cuticle regions. None of the investigated treatments induced an increase in the SS disulfide bridges content of the hair cortex, although it cannot be excluded that this phenomenon could have occurred in the cuticle. SS rearrangements were found to occur. None of our results can be interpreted as direct evidence of the sulfa-Michael reaction/cross-linking. From a morphological point of view, beneficial effects of the restoring agents were observed by SEM analyses, in terms of a more regular hair surface and more imbricated scales.


Subject(s)
Hair/drug effects , Keratins, Hair-Specific/metabolism , Maleates/pharmacology , Shikimic Acid/pharmacology , Disulfides/chemistry , Hair/metabolism , Hair/ultrastructure , Humans , Keratins, Hair-Specific/chemistry , Maleates/chemistry , Microscopy, Electron, Scanning , Shikimic Acid/chemistry , Spectrum Analysis, Raman
8.
Sci Rep ; 10(1): 15196, 2020 09 16.
Article in English | MEDLINE | ID: mdl-32938951

ABSTRACT

We here present the spontaneously immortalised cell line, HaSKpw, as a novel model for the multistep process of skin carcinogenesis. HaSKpw cells were established from the epidermis of normal human adult skin that, without crisis, are now growing unrestricted and feeder-independent. At passage 22, clonal populations were established and clone7 (HaSKpwC7) was further compared to the also spontaneously immortalized HaCaT cells. As important differences, the HaSKpw cells express wild-type p53, remain pseudodiploid, and show a unique chromosomal profile with numerous complex aberrations involving chromosome 20. In addition, HaSKpw cells overexpress a pattern of genes and miRNAs such as KRT34, LOX, S100A9, miR21, and miR155; all pointing to a tumorigenic status. In concordance, HaSKpw cells exhibit reduced desmosomal contacts that provide them with increased motility and a highly migratory/invasive phenotype as demonstrated in scratch- and Boyden chamber assays. In 3D organotypic cultures, both HaCaT and HaSKpw cells form disorganized epithelia but only the HaSKpw cells show tumorcell-like invasive growth. Together, HaSKpwC7 and HaCaT cells represent two spontaneous (non-genetically engineered) "premalignant" keratinocyte lines from adult human skin that display different stages of the multistep process of skin carcinogenesis and thus represent unique models for analysing skin cancer development and progression.


Subject(s)
Cell Line, Tumor/metabolism , Keratinocytes/physiology , Skin/pathology , Carcinogenesis , Cell Line, Tumor/pathology , Cell Movement , Clone Cells , Gene Expression Regulation, Neoplastic , HaCaT Cells , Humans , Keratins, Hair-Specific/genetics , Keratins, Hair-Specific/metabolism , Keratins, Type I/genetics , Keratins, Type I/metabolism , MicroRNAs/genetics , Neoplasm Invasiveness , Protein-Lysine 6-Oxidase/genetics , Protein-Lysine 6-Oxidase/metabolism , S100 Proteins/genetics , S100 Proteins/metabolism
9.
DNA Cell Biol ; 39(10): 1886-1894, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32678982

ABSTRACT

Single nucleotide polymorphisms in miRNA binding sites (miR-SNPs) are associated with cancer risk. We assessed the relationship between five miR-SNPs in the 3' untranslated region (3'-UTR) of RYR3 (rs1044129), KIAA0423 (rs1053667), C14orf101 (rs4901706), GOLGA7 (rs11337), and KRT81 (rs3660) and the risk of breast cancer (BC). The CC genotype of rs3660 located in the 3'-UTR of KRT81 was identified for its association with lower BC risk (odds ratio, 0.093; 95% confidence interval, 0.045-0.193; p = 0.000). Immunnochemical analysis and Renilla luciferase reporter assays indicated that the CC genotype of KRT81 was associated with lower expression of KRT81 (p < 0.05). The subsequently functional analysis showed that knockdown the KRT81 could inhibit proliferation and promote apoptosis of the MDA-MB-231 BC cells (p < 0.05) with monocyte chemotactic protein-1 (MCP-1) deregulation. Meanwhile, KRT81 overexpression could promote the proliferation and inhibit the apoptosis of MCF-7 BC cells (p < 0.05). Our data demonstrated that the KRT81 expressional change modulated by rs3660 miR-SNP could modify the carcinogenesis of BC, thereby KRT81 would be a new target for BC treatment.


Subject(s)
3' Untranslated Regions , Breast Neoplasms/genetics , Keratins, Hair-Specific/genetics , Keratins, Type II/genetics , MicroRNAs/metabolism , Polymorphism, Single Nucleotide , Apoptosis , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cell Proliferation , Chemokine CCL2/metabolism , Female , Gene Expression Regulation, Neoplastic , Humans , Keratins, Hair-Specific/metabolism , Keratins, Type II/metabolism , MCF-7 Cells
10.
Anim Genet ; 51(4): 584-589, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32463158

ABSTRACT

Mutations in lipase H (LIPH) and lysophosphatidic acid receptor 6 (LPAR6), which are essential for the lysophosphatidic acid (LPA) signalling pathway, are associated with hypotrichosis and wooly hair in humans. Mutations in LPAR6 and keratin 71 (KRT71), result in unusual fur growth and hair structure in several cat breeds (Cornish Rex, Devon Rex and Selkirk Rex). Here, we performed target sequencing of the LIPH, LPAR6 and KRT71 genes in six cat breeds with specific hair-growth phenotypes. A LIPH genetic variant (LIPH:c.478_483del; LIPH:p.Ser160_Gly161del) was found in Ural Rex cats with curly coats from Russia, but was absent in all other cat breeds tested. In silico three-dimensional analysis of the LIPH mutant protein revealed a contraction of the α3-helix structure in the enzyme phospholipid binding site that may affect its activity.


Subject(s)
Cats/genetics , Hair/anatomy & histology , Keratins, Hair-Specific/genetics , Lipase/genetics , Mutation , Receptors, Lysophosphatidic Acid/genetics , Animals , Keratins, Hair-Specific/metabolism , Lipase/metabolism , Mutant Proteins/genetics , Mutant Proteins/metabolism , Receptors, Lysophosphatidic Acid/metabolism , Species Specificity
11.
Biosci Rep ; 40(4)2020 04 30.
Article in English | MEDLINE | ID: mdl-32181476

ABSTRACT

AIMS: Oral squamous cell carcinoma (OSCC) is a common oral cancer; however, current therapeutic approaches still show limited efficacy. Our research aims to explore effective biomarkers related to OSCC. MAIN METHODS: Gene expression profiles of paired OSCC tumor and paracancerous samples from The Cancer Genome Atlas (TCGA) were analyzed. mRNA and protein levels of KRT84 in OSCC cell line HSC-3 were measured by real-time quantitative polymerase chain reaction (RT-qPCR) and Western blot. KRT84 protein levels in OSCC tumor samples of different stages were determined by immunohistochemistry. Overall survival (OS) of OSCC samples was evaluated and association of multiple factors with OS was assessed. KEY FINDINGS: Compared with paracancerous samples, 4642 DEGs were identified in OSCC tumor samples. Among them, KRT84 expression level in OSCC tumor tissues was obviously decreased, which was validated in HSC-3 cells. KRT84 expression level showed decreasing tendency with the increase of tumor grade and stage. Patients with low KRT84 expression level had inferior OS independently of multiple factors. Besides, antigen processing and presentation pathway were significantly activated in OSCC samples with high KRT84 expression. Elevated KRT84 mRNA as well as protein levels were confirmed by RT-qPCR and Western blot in OSCC and normal cell lines, and immunohistochemistry in OSCC tumor and paracancerous tissues. SIGNIFICANCE: Our study suggests KRT84 as a tumor suppressor and good prognostic indicator for OSCC, which might be significant for OSCC diagnosis and treatment.


Subject(s)
Biomarkers, Tumor/metabolism , Keratins, Hair-Specific/metabolism , Keratins, Type II/metabolism , Mouth Neoplasms/pathology , Squamous Cell Carcinoma of Head and Neck/pathology , Tumor Suppressor Proteins/metabolism , Biomarkers, Tumor/analysis , Cell Line, Tumor , Datasets as Topic , Female , Gene Expression Profiling , Humans , Immunohistochemistry , Keratins, Hair-Specific/analysis , Keratins, Type II/analysis , Male , Middle Aged , Mouth Mucosa/pathology , Mouth Neoplasms/diagnosis , Mouth Neoplasms/mortality , Prognosis , Squamous Cell Carcinoma of Head and Neck/diagnosis , Squamous Cell Carcinoma of Head and Neck/mortality , Survival Analysis , Tumor Suppressor Proteins/analysis
12.
Theriogenology ; 150: 347-352, 2020 Jul 01.
Article in English | MEDLINE | ID: mdl-32088047

ABSTRACT

Previously, we reported the first live births of dogs using in vitro fertilization (IVF), embryo cryopreservation, and transfer. These techniques have potential applications in the conservation of endangered canids, and development of gene editing/repair technologies that could improve animal welfare by restoring normal gene function and removing predisposition to disease. Here, we used IVF as a springboard for initial attempts at genetic modification through gene editing/repair using the Clustered Regularly-Interspaced Short Palindromic Repeat (CRISPR)-CRISPR-associated endonuclease (Cas9) system. We showed previously that timing is critical for successful IVF in that the canine oocyte must be exposed to the oviductal environment beyond simply reaching metaphase II. Others have shown that timing of injection of CRISPR-Cas9 constructs is critical in gene editing, influencing the extent of genetic mosaicism. Therefore, we investigated whether timing of injection of the gene editing/repair constructs might influence the success of embryo production and gene editing in the dog. We achieved similar IVF success to our prior report in generating 2-cell control embryos, and found equally reduced embryo production whether injection was performed in oocytes prior to fertilization, or in presumptive single-cell zygotes already exposed to sperm. We had no success at generating offspring with precise single-nucleotide changes in KRT71 via homology-directed repair (HDR), but did identify mutation of FGF5 using non-homologous end joining (NHEJ). These findings underscore the difficulties inherent to gene repair, but represent important progress on reproducibility of canine IVF, improved techniques of oocyte/embryo handling, and impact of timing of injections on embryo development.


Subject(s)
Dogs/physiology , Fertilization in Vitro/veterinary , Gene Editing/veterinary , In Vitro Oocyte Maturation Techniques/veterinary , Oocytes/physiology , Zygote/physiology , Animals , CRISPR-Cas Systems , DNA End-Joining Repair/physiology , Embryo Transfer , Fibroblast Growth Factor 5/genetics , Fibroblast Growth Factor 5/metabolism , Gene Editing/methods , Gene Expression Regulation , Genotype , Keratins, Hair-Specific/genetics , Keratins, Hair-Specific/metabolism , Time Factors
13.
J Forensic Sci ; 65(2): 406-420, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31670846

ABSTRACT

Recent reports have demonstrated that genetically variant peptides derived from human hair shaft proteins can be used to differentiate individuals of different biogeographic origins. We report a method involving direct extraction of hair shaft proteins more sensitive than previously published methods regarding GVP detection. It involves one step for protein extraction and was found to provide reproducible results. A detailed proteomic analysis of this data is presented that led to the following four results: (i) A peptide spectral library was created and made available for download. It contains all identified peptides from this work, including GVPs that, when appropriately expanded with diverse hair-derived peptides, can provide a routine, reliable, and sensitive means of analyzing hair digests; (ii) an analysis of artifact peptides arising from side reactions is also made using a new method for finding unexpected modifications; (iii) detailed analysis of the gel-based method employed clearly shows the high degree of cross-linking or protein association involved in hair digestion, with major GVPs eluting over a wide range of high molecular weights while others apparently arise from distinct non-cross-linked proteins; and (v) finally, we show that some of the specific GVP identifications depend on the sample preparation method.


Subject(s)
Hair/metabolism , Keratins, Hair-Specific/metabolism , Peptides/metabolism , Proteome/metabolism , Artifacts , Chromatography, Liquid , Databases, Protein , Forensic Medicine , Humans , Male , Mass Spectrometry , Proteomics , Reproducibility of Results
14.
Clin Exp Dermatol ; 45(4): 417-425, 2020 Jun.
Article in English | MEDLINE | ID: mdl-31580512

ABSTRACT

BACKGROUND: Identification of human basal cell carcinoma (BCC) cancer stem cells and cellular hierarchy inherently implies the presence of differentiation. By conventional histological analysis, BCC demonstrates tumour nodules that appear relatively homogeneous. AIM: As BCCs arise from hair follicle (HF) keratinocytes, we sought to define the pattern of HF differentiation. METHODS: BCC, squamous cell carcinoma (SCC) and normal skin tissues were analysed using a microarray chip. The expression of individual keratins, regulatory pathways and proliferative states were analysed using reverse transcription-PCR and immunofluorescence microscopy. RESULTS: Microarray analysis of BCC, SCC and normal hair-bearing skin revealed that BCCs express a wide range of HF genes, including HF- specific keratins. BCC demonstrated outer (KRT5, KRT514, KRT516, KRT517 and KRT519) and inner (KRT25, KRT27, KRT28, KRT32, KRT35, KRT71, KRT75 and KRT85) root sheath differentiation, but not hair shaft differentiation. As in the HF, differentiation-specific keratins in BCC keratinocytes correlated with a reduced proliferative index and regulatory pathway activation despite the oncogenic drive towards tumour growth. Our findings show the close correlation between HF and BCC keratinocyte differentiation. CONCLUSION: This work has defined the differentiation pattern within BCCs, enabling development of targeted therapies that promote differentiation and result in BCC cancer stem cell exhaustion.


Subject(s)
Carcinoma, Basal Cell/metabolism , Hair Follicle/metabolism , Keratins, Hair-Specific/metabolism , Skin Neoplasms/metabolism , Carcinoma, Basal Cell/pathology , Cell Differentiation , Hair Follicle/cytology , Humans , Microarray Analysis , Reverse Transcriptase Polymerase Chain Reaction , Skin Neoplasms/pathology
16.
Nutrients ; 11(12)2019 Dec 13.
Article in English | MEDLINE | ID: mdl-31847069

ABSTRACT

Hair disorders may considerably impact the social and psychological well-being of an individual. Recent advances in the understanding the biology of hair have encouraged the research and development of novel and safer natural hair growth agents. In this context, we have previously demonstrated-at both preclinical and clinical level-that an Annurca apple-based dietary supplement (AMS), acting as a nutraceutical, is endowed with an intense hair-inductive activity (trichogenicity), at once increasing hair tropism and keratin content. Herein, in the framework of preclinical investigations, new experiments in primary human models of follicular keratinocytes and dermal papilla cells have been performed to give an insight around AMS biological effects on specific hair keratins expression. As well as confirming the biocompatibility and the antioxidant proprieties of our nutraceutical formulation, we have proven an engagement of trichokeratins production underlying its biological effects on human follicular cells. Annurca apples are particularly rich in oligomeric procyanidins, natural polyphenols belonging to the broader class of bioflavonoids believed to exert many beneficial health effects. To our knowledge, none of the current available remedies for hair loss has hitherto shown to stimulate the production of hair keratins so clearly.


Subject(s)
Hair Follicle , Keratins, Hair-Specific , Malus , Plant Extracts/pharmacology , Antioxidants/pharmacology , Cell Survival/drug effects , Cells, Cultured , Dietary Supplements , Flavonoids , Hair Follicle/cytology , Hair Follicle/drug effects , Hair Follicle/metabolism , Humans , Keratins, Hair-Specific/analysis , Keratins, Hair-Specific/metabolism , Models, Biological
17.
PLoS One ; 14(10): e0218642, 2019.
Article in English | MEDLINE | ID: mdl-31577805

ABSTRACT

PURPOSE: Development of a supervised machine-learning model capable of predicting clinically relevant molecular subtypes of pancreatic ductal adenocarcinoma (PDAC) from diffusion-weighted-imaging-derived radiomic features. METHODS: The retrospective observational study assessed 55 surgical PDAC patients. Molecular subtypes were defined by immunohistochemical staining of KRT81. Tumors were manually segmented and 1606 radiomic features were extracted with PyRadiomics. A gradient-boosted-tree algorithm was trained on 70% of the patients (N = 28) and tested on 30% (N = 17) to predict KRT81+ vs. KRT81- tumor subtypes. A gradient-boosted survival regression model was fit to the disease-free and overall survival data. Chemotherapy response and survival were assessed stratified by subtype and radiomic signature. Radiomic feature importance was ranked. RESULTS: The mean±STDEV sensitivity, specificity and ROC-AUC were 0.90±0.07, 0.92±0.11, and 0.93±0.07, respectively. The mean±STDEV concordance indices between the disease-free and overall survival predicted by the model based on the radiomic parameters and actual patient survival were 0.76±0.05 and 0.71±0.06, respectively. Patients with a KRT81+ subtype experienced significantly diminished median overall survival compared to KRT81- patients (7.0 vs. 22.6 months, HR 4.03, log-rank-test P = <0.001) and a significantly improved response to gemcitabine-based chemotherapy over FOLFIRINOX (10.14 vs. 3.8 months median overall survival, HR 2.33, P = 0.037) compared to KRT81- patients, who responded significantly better to FOLFIRINOX over gemcitabine-based treatment (30.8 vs. 13.4 months median overall survival, HR 2.41, P = 0.027). Entropy was ranked as the most important radiomic feature. CONCLUSIONS: The machine-learning based analysis of radiomic features enables the prediction of subtypes of PDAC, which are highly relevant for disease-free and overall patient survival and response to chemotherapy.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Carcinoma, Pancreatic Ductal , Deoxycytidine/analogs & derivatives , Keratins, Hair-Specific/metabolism , Keratins, Type II/metabolism , Machine Learning , Neoplasm Proteins/metabolism , Pancreatic Neoplasms , Adult , Carcinoma, Pancreatic Ductal/metabolism , Carcinoma, Pancreatic Ductal/mortality , Carcinoma, Pancreatic Ductal/pathology , Carcinoma, Pancreatic Ductal/therapy , Deoxycytidine/administration & dosage , Disease-Free Survival , Female , Fluorouracil/administration & dosage , Humans , Irinotecan/administration & dosage , Leucovorin/administration & dosage , Male , Middle Aged , Oxaliplatin/administration & dosage , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/mortality , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/therapy , Retrospective Studies , Sensitivity and Specificity , Survival Rate , Gemcitabine
18.
Clin Cancer Res ; 24(2): 351-359, 2018 01 15.
Article in English | MEDLINE | ID: mdl-29101303

ABSTRACT

Purpose: Pancreatic ductal adenocarcinoma (PDAC) is associated with a dismal prognosis and poor therapeutic response to current chemotherapy regimens in unselected patient populations. Recently, it has been shown that PDAC may be stratified into functionally and therapeutically relevant molecular subgroups and that some of these subtypes can be recapitulated by IHC for KRT81 [quasi-mesenchymal (QM)/squamous/basal-like] and HNF1A (non-QM, overlap with exocrine/ADEX subtype).Experimental Design: We validated the different outcome of the HNF1A/KRT81 PDAC subtypes in two independent cohorts of surgically treated patients and examined the treatment response to chemotherapy in a third cohort of unresectable patients. The first two cohorts included 262 and 130 patients, respectively, and the third independent cohort comprised advanced-stage PDAC patients who were treated with either FOLFIRINOX (64 patients) or gemcitabine (61 patients).Results: In both cohorts with resected PDAC, the HNF1A-positive subtype showed the best, the KRT81-positive subtype the worst, and the double-negative subtype an intermediate survival (P < 0.013 and P < 0.009, respectively). In the chemotherapy cohort, the survival difference between the double-negative and the HNF1A-positive subtype was lost, whereas the dismal prognosis of KRT81-positive PDAC patients was retained (P < 0.021). Patients with a KRT81-positive subtype did not benefit from FOLFIRINOX therapy, whereas those with HNF1A-positive tumors responded better compared with gemcitabine-based treatment (P < 0.038).Conclusions: IHC stratification recapitulating molecular subtypes of PDAC using HNF1A and KRT81 is associated with significantly different outcomes and responses to chemotherapy. These results may pave the way toward future pretherapeutic biomarker-based stratification of PDAC patients. Clin Cancer Res; 24(2); 351-9. ©2017 AACR.


Subject(s)
Carcinoma, Pancreatic Ductal/diagnosis , Carcinoma, Pancreatic Ductal/metabolism , Hepatocyte Nuclear Factor 1-alpha/metabolism , Keratins, Hair-Specific/metabolism , Keratins, Type II/metabolism , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/metabolism , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers , Carcinoma, Pancreatic Ductal/mortality , Carcinoma, Pancreatic Ductal/therapy , Cohort Studies , Humans , Immunohistochemistry , Kaplan-Meier Estimate , Neoplasm Staging , Pancreatic Neoplasms/mortality , Pancreatic Neoplasms/therapy , Prognosis , Treatment Outcome
20.
Biotechniques ; 63(3): 131-134, 2017 09 01.
Article in English | MEDLINE | ID: mdl-28911317

ABSTRACT

Biological evaluation of hair growth/differentiation activity in vitro has been a formidable challenge, primarily due to the lack of relevant model cell systems. To solve this problem, we generated a stable model cell line in which successive differentiation via epidermal progenitors to hair components is easily inducible and traceable. Mouse induced pluripotent stem (iPS) cell-derived cells were selected to stably express a tetracycline (Tet)-inducible bone morphogenic protein-4 (BMP4) expression cassette and a luciferase reporter driven by a hair-specific keratin 31 gene (krt31) promoter (Tet-BMP4-KRT31-Luc iPS). While Tet- BMP4-KRT31-Luc iPS cells could be maintained as stable iPS cells, the cells differentiated to produce luciferase luminescence in the presence of all-trans retinoic acid (RA) and doxycycline (Dox), and addition of a hair differentiation factor significantly increased luciferase fluorescence. Thus, this cell line may provide a reliable cell-based screening system to evaluate drug candidates for hair differentiation activity.


Subject(s)
Alopecia/therapy , Cell Differentiation , Cell Engineering/methods , Hair/cytology , Hair/growth & development , Induced Pluripotent Stem Cells/cytology , Animals , Bone Morphogenetic Protein 4/genetics , Bone Morphogenetic Protein 4/metabolism , Cell Line , Doxycycline/pharmacology , Drug Evaluation, Preclinical , Induced Pluripotent Stem Cells/metabolism , Keratins, Hair-Specific/genetics , Keratins, Hair-Specific/metabolism , Keratins, Type I/genetics , Keratins, Type I/metabolism , Luciferases/metabolism , Luminescent Agents/metabolism , Mice , Promoter Regions, Genetic , Tetracycline/pharmacology , Tretinoin/pharmacology
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