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12 pages, 3774 KB  
Article
Gene Expression Profiles of Melanocytes Over-Expressing miR-5110 in Alpaca
by Shanshan Yang, Dingxing Jiao, Fengsai Li, Xuqi Wang, Tao Song, Lili Wang, Ping Rui and Zengjun Ma
Curr. Issues Mol. Biol. 2026, 48(1), 93; https://doi.org/10.3390/cimb48010093 (registering DOI) - 16 Jan 2026
Abstract
Previous studies have shown that miR-5110 regulates pigmentation by cotargeting melanophilin (MLPH) and WNT family member 1 (WNT1). In order to find the possible molecular mechanism for pigmentation, we examined the mRNA expression profiles in melanocytes of alpaca transfected with miR-5110, inhibitor or [...] Read more.
Previous studies have shown that miR-5110 regulates pigmentation by cotargeting melanophilin (MLPH) and WNT family member 1 (WNT1). In order to find the possible molecular mechanism for pigmentation, we examined the mRNA expression profiles in melanocytes of alpaca transfected with miR-5110, inhibitor or negative control (NC) plasmids using high-throughput RNA sequencing. The results showed that a total of 91,976 unigenes were assembled from the reads, among which 13,262 had sequence sizes greater than 2000 nucleotides. According to the KEGG pathway analysis, four pathways related to melanogenesis, the MAPK signaling pathway, Wnt signaling pathway, and cAMP signaling pathway were identified. Compared to the NC, 162 gene were upregulated and 41 genes were downregulated in melanocytes over expressed by miR-5110. The differential expressions of mRNAs Dickkopf 3 (DKK3), premelanosome protein (Pmel), insulin-like growth factor 1 receptor (IGF1R), cyclin-dependent kinase 5 (CDK5), endothelin receptor type B (Ednrb), kit ligand (Kitl), Myc, and S100 were verified using qRT-PCR, which agreed with the results of RNA sequencing. We also verified the differential expressions of mRNAs of some genes in the MAPK signaling pathway using qRT-PCR, which agreed with the results of RNA sequencing. Interestingly, several genes were screened as candidates for the melanogenesis regulated by miR-5110, including Kitl and MAPK-activated protein kinase 3 (MAPKAPK3). These findings provide new insights for further molecular studies on the effects of miR-5110 on the melanogenesis and pigmentation. Full article
(This article belongs to the Section Biochemistry, Molecular and Cellular Biology)
17 pages, 6302 KB  
Article
Integration of eQTL and GEO Datasets to Identify Genes Associated with Breast Ductal Carcinoma In Situ
by Cai-Qin Mo, Rui-Wang Xie, Wei-Wei Li, Min-Jie Zhong, Yu-Yang Li, Jun-Yu Lin, Juan-Si Zhang, Sheng-Kai Zheng, Wei Lin, Ling-Jun Kong, Sun-Wang Xu and Xiang-Jin Chen
Curr. Issues Mol. Biol. 2025, 47(9), 747; https://doi.org/10.3390/cimb47090747 - 11 Sep 2025
Viewed by 1282
Abstract
Background: Breast ductal carcinoma in situ (DCIS), a common precursor of breast cancer, has poorly understood susceptible driver genes. This study aimed to identify genes influencing DCIS progression by integrating Mendelian randomization (MR) and Gene Expression Omnibus (GEO) datasets. Methods: The GEO database [...] Read more.
Background: Breast ductal carcinoma in situ (DCIS), a common precursor of breast cancer, has poorly understood susceptible driver genes. This study aimed to identify genes influencing DCIS progression by integrating Mendelian randomization (MR) and Gene Expression Omnibus (GEO) datasets. Methods: The GEO database was searched for DCIS-related datasets to extract differentially expressed genes (DEGs). MR was employed to find exposure single-nucleotide polymorphisms (SNPs) of expression quantitative trait locus (eQTL) gene expression from Genome-Wide Association Study database (GWAS) (IEU openGWAS project). DCIS was designated as the outcome variable. The intersection of genes was used for GO, KEGG and CIBERSORT analyses. The functional validation of selected DEGs was performed using Transwell invasion assays. Results: Four datasets (GSE7782, GSE16873, GSE21422, and GSE59246) and 19,943 eQTL exposure data were obtained from GEO and the IEU openGWAS project, respectively. By intersecting DEGs, 13 genes (LGALS8, PTPN12, YTHDC2, RNGTT, CYB5R2, KLHDC4, APOBEC3G, GPX3, RASA3, TSPAN4, MAPKAPK3, ZFP37, and RAB3IL1) were incorporated into subsequent KEGG and GO analyses. Functional assays confirmed that silencing PTPN12, YTHDC2 and MAPKAPK3, or overexpressing GPX3, RASA3 and TSPAN4, significantly suppressed DCIS cell invasion. These DEGs were linked to immune functions, such as antigen processing and presentation and the tumor microenvironment (TME), and they showed associations with dendritic cell activation differences. Conclusions: Thirteen genes were associated with DCIS progression, and six genes were validated in the cell experiments. KEGG and GO analyses highlight TME’s role in early breast cancer, enhancing understanding of DCIS occurrence and aiding identification of high-risk tumors. Full article
(This article belongs to the Section Bioinformatics and Systems Biology)
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16 pages, 1231 KB  
Article
Polymorphisms in Necroptosis Pathway Genes: Novel Prognostic Markers for Multiple Myeloma Treatment Outcomes
by Marcin Sokołowski, Piotr Łacina, Katarzyna Bogunia-Kubik, Grzegorz Mazur and Aleksandra Butrym
Int. J. Mol. Sci. 2025, 26(11), 5237; https://doi.org/10.3390/ijms26115237 - 29 May 2025
Cited by 2 | Viewed by 929
Abstract
Multiple myeloma is a neoplastic disease characterised by the proliferation of clonal, atypical plasma cells. In cancer cells, the balance between two paths of cell death, necroptosis and apoptosis, is disrupted. The aim of this study was to analyse the occurrence of polymorphisms [...] Read more.
Multiple myeloma is a neoplastic disease characterised by the proliferation of clonal, atypical plasma cells. In cancer cells, the balance between two paths of cell death, necroptosis and apoptosis, is disrupted. The aim of this study was to analyse the occurrence of polymorphisms in genes encoding key proteins for the necroptosis process, i.e., RIPK-1, RIPK-3 and MAPKAPK2. We investigated the potential relations between the occurrence of genetic variability and the clinical course of the disease. We analysed six single-nucleotide polymorphisms in a population of patients with multiple myeloma (n = 205) and healthy volunteers (n = 100): RIPK1 rs2272990, RIPK1 rs9391981, RIPK3 rs724165, RIPK3rs3212243, MAPKAPK2, rs45514798 and MAPKAPK2 rs4073250. We found that genotypes rs9391981 CG, rs724165 CG, rs3212243 GG, and rs4073250 AA were independent predictors of overall survival, while genotype MAPKAPK2 rs4073250 AA was an independent predictor of progression-free survival. MAPKAPK2 rs45514798 AA was associated with polyneuropathy after thalidomide therapy. In conclusion, some of the SNPs tested have potential prognostic value and could be used as marker of survival in patients with multiple myeloma. Full article
(This article belongs to the Special Issue Molecular Studies of Hematologic Malignancies)
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16 pages, 4524 KB  
Article
Targeting the TLK1-MK5 Axis Suppresses Prostate Cancer Metastasis
by Damilola Olatunde, Omar Coronel Franco, Matthias Gaestel and Arrigo De Benedetti
Cancers 2025, 17(7), 1187; https://doi.org/10.3390/cancers17071187 - 31 Mar 2025
Viewed by 1021
Abstract
Background: The spread of metastatic prostate cancer (PCa) is responsible for the majority of PCa-related deaths, yet the precise mechanisms driving this process remain unclear. We have identified a novel interaction between two distinct promotility factors, tousled-like kinase 1 (TLK1) and MAPK-activated protein [...] Read more.
Background: The spread of metastatic prostate cancer (PCa) is responsible for the majority of PCa-related deaths, yet the precise mechanisms driving this process remain unclear. We have identified a novel interaction between two distinct promotility factors, tousled-like kinase 1 (TLK1) and MAPK-activated protein kinase 5 (MK5), which triggers a signaling cascade that promotes metastasis. In PCa, the TLK1-MK5 pathway may play a critical role, as androgen deprivation therapy (ADT) has been linked to increased expression of both TLK1 and MK5 in metastatic patients linked with poor survival. Objectives: In this study, we directly examined the effects of disrupting the TLK1>MK5 axis on the motility, invasiveness, and metastatic potential of PCa cells. Methods: To establish this, we used both pharmacologic and systemic approaches with genetically engineered mouse models and the use of IVIS. Results: The results of targeting the TLK1>MK5 axis support the notion that this axis is essential for the spread of metastatic cells and the development of age-related metastases. Full article
(This article belongs to the Section Cancer Drug Development)
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20 pages, 2300 KB  
Article
Human miR-1 Stimulates Metabolic and Thermogenic-Related Genes in Adipocytes
by Ester Díez-Sainz, Fermín I. Milagro, Paula Aranaz, José I. Riezu-Boj, Pierre-Louis Batrow, Laura Contu, Nadine Gautier, Ez-Zoubir Amri, Isabelle Mothe-Satney and Silvia Lorente-Cebrián
Int. J. Mol. Sci. 2025, 26(1), 276; https://doi.org/10.3390/ijms26010276 - 31 Dec 2024
Cited by 4 | Viewed by 2112
Abstract
MicroRNAs play a pivotal role in the regulation of adipose tissue function and have emerged as promising therapeutic candidates for the management of obesity and associated comorbidities. Among them, miR-1 could be a potential biomarker for metabolic diseases and contribute to metabolic homeostasis. [...] Read more.
MicroRNAs play a pivotal role in the regulation of adipose tissue function and have emerged as promising therapeutic candidates for the management of obesity and associated comorbidities. Among them, miR-1 could be a potential biomarker for metabolic diseases and contribute to metabolic homeostasis. However, thorough research is required to fully elucidate the impact of miR-1 on human adipocyte thermogenesis and metabolism. This study aimed to explore the effect of miR-1 on human adipocyte browning, a process whose activation has been linked to obesity protection and counteraction. Human multipotent adipose-derived stem cells, hMADS cells, were differentiated into white and brown-like adipocytes and transfected with miR-1 mimics for gene expression and western blotting analyses. miR-1 inhibited the expression of its previously validated target PTK9/TWF1 and modulated the expression profile of key genes involved in thermogenesis and adipocyte browning (increased UCP1 at mRNA and protein level, increased CPT1M, decreased HIF3A), adipocyte differentiation and metabolism (decreased PLIN1, FASN, RXRA, PPARG, FABP4, MAPKAPK2), as well as genes related to the cytoskeleton (decreased ACTB) and extracellular matrix (decreased COL1A1). These findings suggest that miR-1 can modulate the expression of adipocyte human genes associated with thermogenesis and metabolism, which could hold value for eventual therapeutic potential in obesity. Full article
(This article belongs to the Special Issue The Role of microRNA in Human Diseases: 3rd Edition)
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17 pages, 1153 KB  
Article
Polyphenol Profile and Antioxidant, Antityrosinase, and Anti-Melanogenesis Activities of Ethanol Extract of Bee Pollen
by Qiang He, Jie Wang, Jingjing Li and Wenchao Yang
Pharmaceuticals 2024, 17(12), 1634; https://doi.org/10.3390/ph17121634 - 5 Dec 2024
Cited by 3 | Viewed by 2069
Abstract
Background/Objective: Bee pollen, a rich nutritional food, was employed to develop a raw material for skin whitening. Methods: The polyphenol profile and antioxidant, antityrosinase, and anti-melanogenesis activities of the ethanol extracts of five species of bee pollens (EEBPs) were determined. Results: The results [...] Read more.
Background/Objective: Bee pollen, a rich nutritional food, was employed to develop a raw material for skin whitening. Methods: The polyphenol profile and antioxidant, antityrosinase, and anti-melanogenesis activities of the ethanol extracts of five species of bee pollens (EEBPs) were determined. Results: The results showed that there were a total of 121 phenolic compounds in these EEBPs. Each type of bee pollen had unique substances. The best anti-melanogenesis activity was observed for sunflower EEBP, about 25% at a concentration of 25 μg/mL BEEP. The anti-melanogenesis activities of EEBPs from high to low were sunflower, apricot, camellia, rapeseed, and lotus EEBPs. The anti-melanogenesis activity in B16F10 cells was positively correlated with the antityrosinase activity and total phenol content, with coefficients of 0.987 and 0.940. The Kyoto Encyclopedia of Genes and Genomes enrichment analysis results of untargeted proteomics revealed that sunflower EEBP inhibited melanogenesis in B16F10 cells by reducing the expression of the proteins MAP2K1, NFKB2, RELB, RPS6KA3, CASP3, TRAF6, MAP2K5, MAPKAPK3, STRADA, CCNA2, and FASN involved in the cAMP, MAPK, and TNF signaling pathways, even though these pathways were not significantly different from the control group. Conclusions: The sunflower EEBP has high inhibition effect on melanogenesis than other species EEBPs. The results provide a basis for the future industrial development of a raw material for skin whitening. Full article
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19 pages, 1339 KB  
Article
Plant miR8126-3p and miR8126-5p Decrease Lipid Accumulation through Modulation of Metabolic Genes in a Human Hepatocyte Model That Mimics Steatosis
by Ester Díez-Sainz, Paula Aranaz, Ez-Zoubir Amri, José I. Riezu-Boj, Silvia Lorente-Cebrián and Fermín I. Milagro
Int. J. Mol. Sci. 2024, 25(3), 1721; https://doi.org/10.3390/ijms25031721 - 31 Jan 2024
Cited by 7 | Viewed by 2360
Abstract
Plant-based food interventions are promising therapeutic approaches for non-alcoholic fatty liver disease (NAFLD) treatment, and microRNAs (miRNAs) have emerged as functional bioactive components of dietary plants involved in cross-kingdom communication. Deeper investigations are needed to determine the potential impact of plant miRNAs in [...] Read more.
Plant-based food interventions are promising therapeutic approaches for non-alcoholic fatty liver disease (NAFLD) treatment, and microRNAs (miRNAs) have emerged as functional bioactive components of dietary plants involved in cross-kingdom communication. Deeper investigations are needed to determine the potential impact of plant miRNAs in NAFLD. This study aimed to identify plant miRNAs that could eventually modulate the expression of human metabolic genes and protect against the progression of hepatic steatosis. Plant miRNAs from the miRBase were used to predict human target genes, and miR8126-3p and miR8126-5p were selected as candidates for their potential role in inhibiting glucose and lipid metabolism-related genes. Human HepG2 cells were transfected with plant miRNA mimics and then exposed to a mixture of oleic and palmitic acids to mimic steatosis. miR8126-3p and miR8126-5p transfections inhibited the expression of the putative target genes QKI and MAPKAPK2, respectively, and had an impact on the expression profile of key metabolic genes, including PPARA and SREBF1. Quantification of intrahepatic triglycerides revealed that miR8126-3p and miR8126-5p attenuated lipid accumulation. These findings suggest that plant miR8126-3p and miR8126-5p would induce metabolic changes in human hepatocytes eventually protecting against lipid accumulation, and thus, they could be potential therapeutic tools for preventing and alleviating lipid accumulation. Full article
(This article belongs to the Special Issue Energy Metabolism and Obesity)
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20 pages, 3406 KB  
Article
The Unfolded Protein Response in a Murine Model of Alzheimer’s Disease: Looking for Predictors
by Giulia Sita, Agnese Graziosi, Camilla Corrieri, Luca Ghelli, Sabrina Angelini, Pietro Cortelli, Patrizia Hrelia and Fabiana Morroni
Int. J. Mol. Sci. 2023, 24(22), 16200; https://doi.org/10.3390/ijms242216200 - 11 Nov 2023
Cited by 7 | Viewed by 2379
Abstract
Alzheimer’s disease (AD) represents the most frequent type of dementia worldwide, and aging is the most important risk factor for the sporadic form of the pathology. The endoplasmic reticulum (ER), the main cellular actor involved in proteostasis, appears significantly compromised in AD due [...] Read more.
Alzheimer’s disease (AD) represents the most frequent type of dementia worldwide, and aging is the most important risk factor for the sporadic form of the pathology. The endoplasmic reticulum (ER), the main cellular actor involved in proteostasis, appears significantly compromised in AD due to the accumulation of the β-amyloid (Aβ) protein and the phosphorylated Tau protein. Increasing protein misfolding activates a specific cellular response known as Unfolded Protein Response (UPR), which orchestrates the recovery of ER function. The aim of the present study was to investigate the role of UPR in a murine model of AD induced by intracerebroventricular (i.c.v.) injection of Aβ1–42 oligomers at 3 or 18 months. The oligomer injection in aged animals induced memory impairment, oxidative stress, and the depletion of glutathione reserve. Furthermore, the RNA sequencing and the bioinformatic analysis performed showed the enrichment of several pathways involved in neurodegeneration and protein regulations. The analysis highlighted the significant dysregulation of the protein kinase RNA-like ER kinase (PERK), inositol-requiring protein 1α (IRE1α) and activating transcription factor 6 (ATF-6). In turn, ER stress affected the PI3K/Akt/Gsk3β and MAPK/ERK pathways, highlighting Mapkapk5 as a potential marker, whose regulation could lead to the definition of new pharmacological and neuroprotective strategies to counteract AD. Full article
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14 pages, 2974 KB  
Article
CeRNA Network Reveals the Circular RNA Characterization in Goat Ear Fibroblasts Reprogramming into Mammary Epithelial Cells
by Jam Zaheer Ahmed Sahito, Shan Deng, Liangshan Qin, Lianggui Xiao, Dandan Zhang and Ben Huang
Genes 2023, 14(10), 1831; https://doi.org/10.3390/genes14101831 - 22 Sep 2023
Cited by 5 | Viewed by 2116
Abstract
Circular RNAs (circRNAs) are a type of non-coding RNA that play a crucial role in the development and lactation of mammary glands in mammals. A total of 107 differentially expressed circRNAs (DE circRNAs) were found, of which 52 were up-regulated and 55 were [...] Read more.
Circular RNAs (circRNAs) are a type of non-coding RNA that play a crucial role in the development and lactation of mammary glands in mammals. A total of 107 differentially expressed circRNAs (DE circRNAs) were found, of which 52 were up-regulated and 55 were down-regulated. We also found that DE circRNA host genes were mainly involved in GO terms related to the development process of mammary epithelial cells and KEGG pathways were mostly related to mammary epithelial cells, lactation, and gland development. Protein network analysis found that DE circRNAs can competitively bind to miRNAs as key circRNAs by constructing a circRNA–miRNA–mRNA network. CircRNAs competitively bind to miRNAs (miR-10b-3p, miR-671-5p, chi-miR-200c, chi-miR-378-3p, and chi-miR-30e-5p) involved in goat mammary gland development, mammary epithelial cells, and lactation, affecting the expression of core genes (CDH2, MAPK1, ITGB1, CAMSAP2, and MAPKAPK5). Here, we generated CiMECs and systematically explored the differences in the transcription profile for the first time using whole-transcriptome sequencing. We also analyzed the interaction among mRNA, miRNA, and cirRNA and predicted that circRNA plays an important role in the maintenance of mammary epithelial cells. Full article
(This article belongs to the Special Issue Genetics and Genomics in Livestock Production and Disease Resistance)
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13 pages, 1534 KB  
Review
Revisiting p38 Mitogen-Activated Protein Kinases (MAPK) in Inflammatory Arthritis: A Narrative of the Emergence of MAPK-Activated Protein Kinase Inhibitors (MK2i)
by Payal Ganguly, Tom Macleod, Chi Wong, Mark Harland and Dennis McGonagle
Pharmaceuticals 2023, 16(9), 1286; https://doi.org/10.3390/ph16091286 - 12 Sep 2023
Cited by 50 | Viewed by 10023
Abstract
The p38 mitogen-activated protein kinase (p38-MAPK) is a crucial signaling pathway closely involved in several physiological and cellular functions, including cell cycle, apoptosis, gene expression, and responses to stress stimuli. It also plays a central role in inflammation and immunity. Owing to disparate [...] Read more.
The p38 mitogen-activated protein kinase (p38-MAPK) is a crucial signaling pathway closely involved in several physiological and cellular functions, including cell cycle, apoptosis, gene expression, and responses to stress stimuli. It also plays a central role in inflammation and immunity. Owing to disparate p38-MAPK functions, it has thus far formed an elusive drug target with failed clinical trials in inflammatory diseases due to challenges including hepatotoxicity, cardiac toxicity, lack of efficacy, and tachyphylaxis, which is a brief initial improvement with rapid disease rebound. To overcome these limitations, downstream antagonism of the p38 pathway with a MAPK-activated protein kinase (MAPKAPK, also known as MK2) blockade has demonstrated the potential to abrogate inflammation without the prior recognized toxicities. Such MK2 inhibition (MK2i) is associated with robust suppression of key pro-inflammatory cytokines, including TNFα and IL-6 and others in experimental systems and in vitro. Considering this recent evidence regarding MK2i in inflammatory arthritis, we revisit the p38-MAPK pathway and discuss the literature encompassing the challenges of p38 inhibitors with a focus on this pathway. We then highlight how novel MK2i strategies, although encouraging in the pre-clinical arena, may either show evidence for efficacy or the lack of efficacy in emergent human trials data from different disease settings. Full article
(This article belongs to the Section Pharmacology)
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16 pages, 13213 KB  
Article
Integrated Transcriptome and Molecular Docking to Identify the Hub Superimposed Attenuation Targets of Curcumin in Breast Cancer Cells
by Rui Wang, Hao Yu, Peide Chen, Ting Yuan and Jing Zhang
Int. J. Mol. Sci. 2023, 24(15), 12479; https://doi.org/10.3390/ijms241512479 - 5 Aug 2023
Cited by 7 | Viewed by 3552
Abstract
Numerous in vitro and in vivo studies have shown that curcumin primarily activates apoptotic pathways in cancer cells and inhibits cancer progression by modulating various molecular targets. In this study, we utilized reverse docking servers to predict 444 human proteins that may potentially [...] Read more.
Numerous in vitro and in vivo studies have shown that curcumin primarily activates apoptotic pathways in cancer cells and inhibits cancer progression by modulating various molecular targets. In this study, we utilized reverse docking servers to predict 444 human proteins that may potentially be targeted by curcumin. Then, high-throughput assays were conducted by using RNA-seq technology on curcumin-treated MCF-7 (human breast cancer ER (+)) and MDA-MB-231 (human breast cancer ER(-)/TNBC) cancer cell lines. Enrichment analysis identified seven and eight significantly down-regulated signaling pathways in these two cell lines, where the enriched genes were used to construct protein–protein interaction networks. From these networks, the MCODE algorithm screened out 42 hub targets, which are core genes of the RTK-(PI3K-AKT)/(MEK/ERK1/2) crosstalk network. Genetic alteration and expression patterns of hub targets of curcumin may be closely related to the overall pathogenesis and prognosis of breast cancer. MAPKAPK3, AKT3, CDK5, IGF1R, and MAPK11 are potential prognostic markers and therapeutic targets of curcumin in patients with triple-negative breast cancer. Molecular docking and transcriptomic results confirmed that curcumin can inhibit these high-scoring targets at the protein level. Additionally, these targets can act as self-feedback factors, relying on the cascading repressive effects in the network to limit their own transcription at the mRNA level. In conclusion, the integration of transcriptomic and molecular docking approaches enables the rapid identification of dual or multiple inhibitory targets of curcumin in breast cancer. Our study provides the potential elucidation of the anti-cancer mechanism of curcumin. Full article
(This article belongs to the Section Molecular Pharmacology)
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12 pages, 1152 KB  
Article
Repeated Rounds of Gonadotropin Stimulation Induce Imbalance in the Antioxidant Machinery and Activation of Pro-Survival Proteins in Mouse Oviducts
by Valentina Di Nisio, Sevastiani Antonouli, Sabrina Colafarina, Osvaldo Zarivi, Gianna Rossi, Sandra Cecconi and Anna Maria Giuseppina Poma
Int. J. Mol. Sci. 2023, 24(11), 9294; https://doi.org/10.3390/ijms24119294 - 26 May 2023
Viewed by 2192
Abstract
Controlled ovarian stimulation (COS) through gonadotropin administration has become a common procedure in assisted reproductive technologies. COS’s drawback is the formation of an unbalanced hormonal and molecular environment that could alter several cellular mechanisms. On this basis, we detected the presence of mitochondrial [...] Read more.
Controlled ovarian stimulation (COS) through gonadotropin administration has become a common procedure in assisted reproductive technologies. COS’s drawback is the formation of an unbalanced hormonal and molecular environment that could alter several cellular mechanisms. On this basis, we detected the presence of mitochondrial DNA (mtDNA) fragmentation, antioxidant enzymes (catalase; superoxide dismutases 1 and 2, SOD-1 and -2; glutathione peroxidase 1, GPx1) and apoptotic (Bcl-2-associated X protein, Bax; cleaved caspases 3 and 7; phosphorylated (p)-heat shock protein 27, p-HSP27) and cell-cycle-related proteins (p-p38 mitogen-activated protein kinase, p-p38 MAPK; p-MAPK activated protein kinase 2, p-MAPKAPK2; p-stress-activated protein kinase/Jun amino-terminal kinase, p-SAPK/JNK; p-c-Jun) in the oviducts of unstimulated (Ctr) and repeatedly hyperstimulated (eight rounds, 8R) mice. While all the antioxidant enzymes were overexpressed after 8R of stimulation, mtDNA fragmentation decreased in the 8R group, denoting a present yet controlled imbalance in the antioxidant machinery. Apoptotic proteins were not overexpressed, except for a sharp increase in the inflammatory-related cleaved caspase 7, accompanied by a significant decrease in p-HSP27 content. On the other hand, the number of proteins involved in pro-survival mechanisms, such as p-p38 MAPK, p-SAPK/JNK and p-c-Jun, increased almost 50% in the 8R group. Altogether, the present results demonstrate that repeated stimulations cause the activation of the antioxidant machinery in mouse oviducts; however, this is not sufficient to induce apoptosis, and is efficiently counterbalanced by activation of pro-survival proteins. Full article
(This article belongs to the Special Issue Gonadotropin Cell Transduction Mechanisms 2.0)
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13 pages, 2344 KB  
Article
MK2 Inhibitors as a Potential Crohn’s Disease Treatment Approach for Regulating MMP Expression, Cleavage of Checkpoint Molecules and T Cell Activity
by Eric J. Lebish, Natalie J. Morgan, John F. Valentine and Ellen J. Beswick
Pharmaceuticals 2022, 15(12), 1508; https://doi.org/10.3390/ph15121508 - 3 Dec 2022
Cited by 4 | Viewed by 2762
Abstract
Crohn’s Disease (CD) and Ulcerative Colitis (UC) are the two major forms of inflammatory bowel disease (IBD), which are incurable chronic immune-mediated diseases of the gastrointestinal tract. Both diseases present with chronic inflammation that leads to epithelial barrier dysfunction accompanied by loss of [...] Read more.
Crohn’s Disease (CD) and Ulcerative Colitis (UC) are the two major forms of inflammatory bowel disease (IBD), which are incurable chronic immune-mediated diseases of the gastrointestinal tract. Both diseases present with chronic inflammation that leads to epithelial barrier dysfunction accompanied by loss of immune tolerance and inflammatory damage to the mucosa of the GI tract. Despite extensive research in the field, some of the mechanisms associated with the pathology in IBD remain elusive. Here, we identified a mechanism by which the MAPK-activated protein kinase 2 (MK2) pathway contributes to disease pathology in CD by regulating the expression of matrix metalloproteinases (MMPs), which cleave checkpoint molecules on immune cells and enhance T cell activity. By utilizing pharmaceuticals targeting MMPs and MK2, we show that the cleavage of checkpoint molecules and enhanced T cell responses may be reduced. The data presented here suggest the potential for MK2 inhibitors as a therapeutic approach for the treatment of CD. Full article
(This article belongs to the Special Issue Drug Treatments for Inflammatory Bowel Diseases)
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19 pages, 4626 KB  
Article
Accurate Diagnosis and Survival Prediction of Bladder Cancer Using Deep Learning on Histological Slides
by Qingyuan Zheng, Rui Yang, Xinmiao Ni, Song Yang, Lin Xiong, Dandan Yan, Lingli Xia, Jingping Yuan, Jingsong Wang, Panpan Jiao, Jiejun Wu, Yiqun Hao, Jianguo Wang, Liantao Guo, Zhengyu Jiang, Lei Wang, Zhiyuan Chen and Xiuheng Liu
Cancers 2022, 14(23), 5807; https://doi.org/10.3390/cancers14235807 - 25 Nov 2022
Cited by 31 | Viewed by 5555
Abstract
(1) Background: Early diagnosis and treatment are essential to reduce the mortality rate of bladder cancer (BLCA). We aimed to develop deep learning (DL)-based weakly supervised models for the diagnosis of BLCA and prediction of overall survival (OS) in muscle-invasive bladder cancer (MIBC) [...] Read more.
(1) Background: Early diagnosis and treatment are essential to reduce the mortality rate of bladder cancer (BLCA). We aimed to develop deep learning (DL)-based weakly supervised models for the diagnosis of BLCA and prediction of overall survival (OS) in muscle-invasive bladder cancer (MIBC) patients using whole slide digitized histological images (WSIs). (2) Methods: Diagnostic and prognostic models were developed using 926 WSIs of 412 BLCA patients from The Cancer Genome Atlas cohort. We collected 250 WSIs of 150 BLCA patients from the Renmin Hospital of Wuhan University cohort for external validation of the models. Two DL models were developed: a BLCA diagnostic model (named BlcaMIL) and an MIBC prognostic model (named MibcMLP). (3) Results: The BlcaMIL model identified BLCA with accuracy 0.987 in the external validation set, comparable to that of expert uropathologists and outperforming a junior pathologist. The C-index values for the MibcMLP model on the internal and external validation sets were 0.631 and 0.622, respectively. The risk score predicted by MibcMLP was a strong predictor independent of existing clinical or histopathologic indicators, as demonstrated by univariate Cox (HR = 2.390, p < 0.0001) and multivariate Cox (HR = 2.414, p < 0.0001) analyses. The interpretability of DL models can help in the analysis of critical regions associated with tumors to enrich the information obtained from WSIs. Furthermore, the expression of six genes (ANAPC7, MAPKAPK5, COX19, LINC01106, AL161431.1 and MYO16-AS1) was significantly associated with MibcMLP-predicted risk scores, revealing possible potential biological correlations. (4) Conclusions: Our study developed DL models for accurately diagnosing BLCA and predicting OS in MIBC patients, which will help promote the precise pathological diagnosis of BLCA and risk stratification of MIBC to improve clinical treatment decisions. Full article
(This article belongs to the Special Issue Image Analysis and Computational Pathology in Cancer Diagnosis)
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21 pages, 1928 KB  
Article
The TLK1–MK5 Axis Regulates Motility, Invasion, and Metastasis of Prostate Cancer Cells
by Md Imtiaz Khalil and Arrigo De Benedetti
Cancers 2022, 14(23), 5728; https://doi.org/10.3390/cancers14235728 - 22 Nov 2022
Cited by 8 | Viewed by 3351
Abstract
Background: Metastatic dissemination of prostate cancer (PCa) accounts for the majority of PCa-related deaths. However, the exact mechanism of PCa cell spread is still unknown. We uncovered a novel interaction between two unrelated promotility factors, tousled-like kinase 1 (TLK1) and MAPK-activated protein [...] Read more.
Background: Metastatic dissemination of prostate cancer (PCa) accounts for the majority of PCa-related deaths. However, the exact mechanism of PCa cell spread is still unknown. We uncovered a novel interaction between two unrelated promotility factors, tousled-like kinase 1 (TLK1) and MAPK-activated protein kinase 5 (MK5), that initiates a signaling cascade promoting metastasis. In PCa, TLK1–MK5 signaling might be crucial, as androgen deprivation therapy (ADT) leads to increased expression of both TLK1 and MK5 in metastatic patients, but in this work, we directly investigated the motility, invasive, and metastatic capacity of PCa cells following impairment of the TLK1 > MK5 axis. Results: We conducted scratch wound repair and transwell invasion assays with LNCaP and PC3 cells to determine if TLK1 and MK5 can regulate motility and invasion. Both genetic depletion and pharmacologic inhibition of TLK1 and MK5 resulted in reduced migration and invasion through a Matrigel plug. We further elucidated the potential mechanisms underlying these effects and found that this is likely due to the reorganization of the actin fibers at lamellipodia and the focal adhesions network, in conjunction with increased expression of some MMPs that can affect penetration through the ECM. PC3, a highly metastatic cell line when assayed in xenografts, was further tested in a tail-vein injection/lung metastasis model, and we showed that, following inoculation, treatment with GLPG0259 (MK5 specific inhibitor) or J54 (TLK1 inhibitor) resulted in the lung tumor nodules being greatly diminished in number, and for J54, also in size. Conclusion: Our data support that the TLK1–MK5 axis is functionally involved in driving PCa cell metastasis and clinical aggressiveness; hence, disruption of this axis may inhibit the metastatic capacity of PCa. Full article
(This article belongs to the Special Issue Targeting Cancer Metastasis (Volume II))
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