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13 pages, 5355 KiB  
Article
Loxl3 Affects Palatal Shelf Elevation by Regulating Cell Proliferation and Collagen Deposition
by Ziyi Liu, Fan Mo, Xinyu Dong, Ge Chen, Jiangang Gao and Jian Zhang
Int. J. Mol. Sci. 2025, 26(10), 4815; https://doi.org/10.3390/ijms26104815 - 17 May 2025
Viewed by 356
Abstract
Cleft palate is one of the most common congenital abnormalities and one of the main symptoms of Stickler syndrome. Secondary palate development is a complex multi-step process that involves raising the palatal frame from a vertical to a horizontal position. Lysyl oxidase-like 3 [...] Read more.
Cleft palate is one of the most common congenital abnormalities and one of the main symptoms of Stickler syndrome. Secondary palate development is a complex multi-step process that involves raising the palatal frame from a vertical to a horizontal position. Lysyl oxidase-like 3 (LOXL3), a member of the lysyl oxidase family responsible for the crosslinking in collagen, is also one of the mutated genes detected in Stickler syndrome. Loss of Loxl3 causes delayed palatal shelf elevation, which in turn resulted in cleft palate. However, the precise mechanisms of palatal shelf delayed elevation remain unclear. In this study, we deeply investigated the mechanism of Loxl3 induced delayed elevation in palatal shelves. We found that Loxl3 deficiency caused reduced cell proliferation in both medial and posterior palatal mesenchyme through BrdU labeling and Western blot analysis (p < 0.05, p < 0.01), decreased migration of palatal mesenchymal cells through cell scratch assay (p < 0.05), and decreased expression of genes associated with proliferation through Western blot analysis (p < 0.05, p < 0.01) at E14. We found that the specific deletion of Loxl3 in the palatal mesenchyme resulted in delayed elevation but normal fusion of palatal shelves, also reduced cell proliferation and collagen fibers deposition in medial palatal mesenchyme through BrdU labeling and histological analysis (p < 0.05, p < 0.01). Thus, our data suggest that Loxl3 regulates cell proliferation and collagen fibers deposition in the palatal mesenchyme, thus controlling palatal shelf elevation. Full article
(This article belongs to the Section Molecular Biology)
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19 pages, 402 KiB  
Article
Enhancing Prognostic Signatures in Glioblastoma with Feature Selection and Regularised Cox Regression
by Beatriz N. Leitão, André Veríssimo, Alexandra M. Carvalho and Susana Vinga
Genes 2025, 16(5), 473; https://doi.org/10.3390/genes16050473 - 23 Apr 2025
Cited by 1 | Viewed by 761
Abstract
Background: Glioblastoma is a highly aggressive brain tumour with poor survival outcomes, highlighting the need for reliable prognostic models. Developing robust and interpretable prognostic signatures is critical for improving patient stratification and guiding therapy. This study explored the integration of machine learning feature [...] Read more.
Background: Glioblastoma is a highly aggressive brain tumour with poor survival outcomes, highlighting the need for reliable prognostic models. Developing robust and interpretable prognostic signatures is critical for improving patient stratification and guiding therapy. This study explored the integration of machine learning feature selection with regularised Cox regression to construct prognostic gene signatures for glioblastoma patients. Methods: We combined the Boruta algorithm and Random Survival Forests (RSFs) with regularised Cox regression, along with network-based regularisation techniques (HubCox and OrphanCox), to develop interpretable prognostic signatures for stratifying high- and low-risk glioblastoma patients. Using mRNA-seq and survival data from The Cancer Genome Atlas (TCGA), we developed predictive models following WHO-2021 glioma guidelines. Results: Integrating Boruta or RSF with regularised Cox regression improved the performance and interpretability. Boruta increased the concordance indexes (C-indexes) by 0.030 and 0.013 for LASSO and Elastic Net, respectively, while significantly reducing the feature numbers. RSF similarly enhanced the performance and feature reduction. The genes Lysyl Oxidase Like 1 (LOXL1) and Insulin Like Growth Factor Binding Protein 6 (IGFBP6) were consistently selected and linked to glioma survival, emphasising their clinical significance. The network-based methods demonstrated superior survival probability prediction (lower Integrated Brier Score), although with lower C-index values, highlighting limitations in ranking the survival times. To evaluate the generalisability, external validation using the Chinese Glioma Genome Atlas (CGGA) confirmed that a multigene signature derived from the most consistently selected genes significantly stratified the patients by risk. Conclusions: This study underscored the utility of combining machine learning feature selection with survival analysis to enhance prognostic modelling while balancing predictive performance and interpretability. Full article
(This article belongs to the Section Bioinformatics)
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10 pages, 5946 KiB  
Proceeding Paper
In-Silico Investigation of Phyllanthus niruri Phytochemicals as Hepatic Fibrosis Modulators
by Chithra Raju and Kavitha Sankaranarayanan
Biol. Life Sci. Forum 2024, 38(1), 7; https://doi.org/10.3390/blsf2024038007 - 14 Feb 2025
Viewed by 812
Abstract
The liver is a pioneer internal organ that orchestrates major metabolic, detoxification, and endocrine roles. Acute factors like hepatitis and drug allergy and chronic causes like metabolic dysfunction-associated fatty liver disease (MASLD) and Hepatocellular carcinoma (HCC) drive hepatic wellness imbalances. Liver fibrosis is [...] Read more.
The liver is a pioneer internal organ that orchestrates major metabolic, detoxification, and endocrine roles. Acute factors like hepatitis and drug allergy and chronic causes like metabolic dysfunction-associated fatty liver disease (MASLD) and Hepatocellular carcinoma (HCC) drive hepatic wellness imbalances. Liver fibrosis is a reversible and curable anomaly, but the limited availability of safe and higher-specificity therapeutics is a challenging quest in hepatology. This study investigates the hepato-protective effect of Phyllanthus niruri compounds against liver fibrosis targets like lysyl oxidase-like 2 (LOXL2), heat shock protein 47 (HSP47), bromodomain-containing protein 4 (BRD4) and inhibitory kappa B kinase beta (IKKβ) and compare their anti-hepatic fibrosis activity against known inhibitors. Potential plant compounds from P. niruri were retrieved from the literature repositories, and the top 35 compounds were screened based on molecular weight, Lipinski’s rule of 5, and bioavailability score. The in silico molecular docking and in silico ADMET results provide valuable insights into hit compounds of P. niruri, namely quercitrin and hinokinin, to have good binding scores (BE) below −7 kcal/mol threshold and molecular interactions with many key residues of all the four liver fibrosis targets namely the BRD4, HSP47, LOLX2, and IKKB proteins explored in this research. Quercitrin has been identified to have BE values of −8.1, −8.3, −8.2, and −9.1 kcal/mol scores against the BRD4, HSP47, LOLX2, and IKKB proteins, respectively. Similarly, hinokinin also shows BE values of −8.8, −7.4, −6.7, and −9.0 kcal/mol scores with BRD4, HSP47, LOLX2, and IKKB proteins individually. Further, in vitro and animal model-based in vivo experimental analysis needs to be explored to validate the potential of quercitrin and hinokinin for anti-liver fibrosis in the future. Full article
(This article belongs to the Proceedings of The 4th International Electronic Conference on Nutrients)
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13 pages, 548 KiB  
Review
The Role of Long Non-Coding RNAs in Ovarian Cancer Cells
by Anna Golara, Mateusz Kozłowski and Aneta Cymbaluk-Płoska
Int. J. Mol. Sci. 2024, 25(18), 9922; https://doi.org/10.3390/ijms25189922 - 14 Sep 2024
Cited by 1 | Viewed by 1815
Abstract
Among the most deadly malignancies that strike women worldwide, ovarian cancer is still one of the most common. The primary factor affecting a patient’s survival is early lesion discovery. Unfortunately, because ovarian cancer is a sneaky illness that usually manifests as nonspecific symptoms [...] Read more.
Among the most deadly malignancies that strike women worldwide, ovarian cancer is still one of the most common. The primary factor affecting a patient’s survival is early lesion discovery. Unfortunately, because ovarian cancer is a sneaky illness that usually manifests as nonspecific symptoms only in advanced stages, its early detection and screening are challenging. A lot of research is being conducted on effective methods of diagnosing and treating ovarian cancer. Recently, non-coding RNAs (ncRNAs) have gained great popularity, which are considered to be the main regulators of many cellular processes, especially those occurring in cancer. LncRNAs are also being studied for their therapeutic use in the treatment of ovarian cancer and their use in diagnostics and as indicators of poor prognosis. In this article, we reviewed lncRNAs described in the literature that may play an important role in ovarian cancer. Full article
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17 pages, 26327 KiB  
Article
Effects of Vitamin C on the Gonad Growth, Texture Traits, Collagen Content and Synthesis Related Gene Expression of Sea Urchin (Mesocentrotus nudus)
by Haijing Liu, Panke Gong, Dan Gou, Jiahao Cao, Weixiao Di, Jun Ding, Yaqing Chang and Rantao Zuo
Animals 2024, 14(17), 2564; https://doi.org/10.3390/ani14172564 - 3 Sep 2024
Cited by 2 | Viewed by 1281
Abstract
The market value of sea urchin gonads is determined by the specific characteristics associated with gonad size and texture. Formulated feeds can effectively promote the gonad growth of sea urchins but cannot assure essential gonad texture traits. The objective of this study was [...] Read more.
The market value of sea urchin gonads is determined by the specific characteristics associated with gonad size and texture. Formulated feeds can effectively promote the gonad growth of sea urchins but cannot assure essential gonad texture traits. The objective of this study was to investigate the impact of vitamin C (VC) on the gonad growth, texture, collagen content, and the expression of genes involved in the collagen synthesis of sea urchins (Mesocentrotus nudus). Graded amounts of VC (0, 3000 and 6000 mg/kg) were supplemented to make three formulated feeds. Fresh kelp (Saccharina japonica) was used as the control diet. Each diet was randomly distributed to three tanks of M. nudus. The results indicated that the gonadosomatic index (GSI) and texture traits of M. nudus fed C3000 were significantly greater than those fed C0 and C6000. Collagen type I (Col I) in the gonads of M. nudus fed C3000 showed significantly greater areas than those fed C0 and C6000. Consistently, the expression levels of collagen alpha-1 (colp1α) of M. nudus fed C3000 were significantly higher than those fed C0 and C6000. As for the transforming growth factor beta (tgf-β)/Smads pathway, the expression levels of collagen synthesis genes (tgf-β receptor 1 and 2, smad nuclear-interacting protein 1 (snip1) and prolyl 4-hydroxylase subunit beta (p4hβ)) in the C3000 group were significantly greater than those in the C0, C6000 and kelp groups. On the contrary, the expression levels of collagen degradation genes (lysyl oxidase-like 2 (loxl2) and matrix metalloproteinase 14 (mmp14)) in the C3000 group were significantly lower than those in the C0, C6000 and kelp groups. In conclusion, VC at an addition level of 3000 mg/kg significantly increased the gonad texture and collagen contents of M. nudus, which could be accomplished by increasing collagen synthesis and inhibiting collagen degradation through the tgf-β/Smads pathway. These results could contribute to better understanding the beneficial effects of VC addition on the gonad texture quality of M. nudus. Full article
(This article belongs to the Section Animal Nutrition)
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17 pages, 8276 KiB  
Article
Expression of LOXL3, NES, and SNAI1 in Melanoma Genesis and Progression
by Zdenka Šitum Čeprnja, Nela Kelam, Marin Ogorevc, Anita Racetin, Martina Vukoja, Toni Čeprnja, Natalija Filipović, Mirna Saraga-Babić and Katarina Vukojević
Cells 2024, 13(17), 1450; https://doi.org/10.3390/cells13171450 - 29 Aug 2024
Cited by 2 | Viewed by 1208
Abstract
Melanoma is the most severe type of skin cancer and among the most malignant neoplasms in humans. With the growing incidence of melanoma, increased numbers of therapeutic options, and the potential to target specific proteins, understanding the basic mechanisms underlying the disease’s progression [...] Read more.
Melanoma is the most severe type of skin cancer and among the most malignant neoplasms in humans. With the growing incidence of melanoma, increased numbers of therapeutic options, and the potential to target specific proteins, understanding the basic mechanisms underlying the disease’s progression and resistance to treatment has never been more important. LOXL3, SNAI1, and NES are key factors in melanoma genesis, regulating tumor growth, metastasis, and cellular differentiation. In our study, we explored the potential role of LOXL3, SNAI1, and NES in melanoma progression and metastasis among patients with dysplastic nevi, melanoma in situ, and BRAF+ and BRAF− metastatic melanoma, using immunofluorescence and qPCR analysis. Our results reveal a significant increase in LOXL3 expression and the highest NES expression in BRAF+ melanoma compared to BRAF−, dysplastic nevi, and melanoma in situ. As for SNAI1, the highest expression was observed in the metastatic melanoma group, without significant differences among groups. We found co-expression of LOXL3 and SNAI1 in the perinuclear area of all investigated subgroups and NES and SNAI1 co-expression in melanoma cells. These findings suggest a codependence or collaboration between these markers in melanoma EMT, suggesting new potential therapeutic interventions to block the EMT cascade that could significantly affect survival in many melanoma patients. Full article
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19 pages, 2212 KiB  
Article
Genetic Foundations of Nellore Traits: A Gene Prioritization and Functional Analyses of Genome-Wide Association Study Results
by Adebisi R. Ogunbawo, Henrique A. Mulim, Gabriel S. Campos and Hinayah R. Oliveira
Genes 2024, 15(9), 1131; https://doi.org/10.3390/genes15091131 - 27 Aug 2024
Cited by 3 | Viewed by 1464
Abstract
The main goal of this study was to pinpoint functional candidate genes associated with multiple economically important traits in Nellore cattle. After quality control, 1830 genomic regions sourced from 52 scientific peer-reviewed publications were used in this study. From these, a total of [...] Read more.
The main goal of this study was to pinpoint functional candidate genes associated with multiple economically important traits in Nellore cattle. After quality control, 1830 genomic regions sourced from 52 scientific peer-reviewed publications were used in this study. From these, a total of 8569 positional candidate genes were annotated for reproduction, 11,195 for carcass, 5239 for growth, and 3483 for morphological traits, and used in an over-representation analysis. The significant genes (adjusted p-values < 0.05) identified in the over-representation analysis underwent prioritization analyses, and enrichment analysis of the prioritized over-represented candidate genes was performed. The prioritized candidate genes were GFRA4, RFWD3, SERTAD2, KIZ, REM2, and ANKRD34B for reproduction; RFWD3, TMEM120A, MIEF2, FOXRED2, DUSP29, CARHSP1, OBI1, JOSD1, NOP58, and LOXL1-AS1 for the carcass; ANKRD34B and JOSD1 for growth traits; and no genes were prioritized for morphological traits. The functional analysis pinpointed the following genes: KIZ (plays a crucial role in spindle organization, which is essential in forming a robust mitotic centrosome), DUSP29 (involved in muscle cell differentiation), and JOSD1 (involved in protein deubiquitination, thereby improving growth). The enrichment of the functional candidate genes identified in this study highlights that these genes play an important role in the expression of reproduction, carcass, and growth traits in Nellore cattle. Full article
(This article belongs to the Special Issue Functional Genomics and Breeding of Animals)
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11 pages, 1698 KiB  
Article
Adding Genetics to the Risk Factors Model Improved Accuracy for Detecting Visual Field Progression in Newly Diagnosed Exfoliation Glaucoma Patients
by Marcelo Ayala
Biomedicines 2024, 12(6), 1225; https://doi.org/10.3390/biomedicines12061225 - 31 May 2024
Viewed by 1077
Abstract
Background: This study aims to determine whether including genetics as a risk factor for progression will improve the accuracy of the models used in newly diagnosed exfoliation glaucoma patients. Methods: This was a prospective cohort study. This study included only patients who were [...] Read more.
Background: This study aims to determine whether including genetics as a risk factor for progression will improve the accuracy of the models used in newly diagnosed exfoliation glaucoma patients. Methods: This was a prospective cohort study. This study included only patients who were newly diagnosed with exfoliation glaucoma and received treatment upon inclusion. Blood samples were taken from all patients at inclusion to test for the single nucleotide polymorphisms (SNPs) LOXL-1 rs2165241 and rs1048661. Results: This study found that the frequency of SNPs, as well as intraocular pressure (IOP), mean deviation (MD), and visual field index (VFI) values at diagnosis, were significant predictors of visual field deterioration (p ≤ 0.001). This study showed that interaction terms, including SNPs, were highly significant (p ≤ 0.001). Furthermore, logistic regression analysis also showed highly significant results for interaction terms when SNPs were included (p ≤ 0.001). Finally, the area under the curve (AUC) analysis showed an increased value of around 10–20% when SNPs were included. Conclusions: Adding genetic factors to the well-known clinical risk factors can increase the accuracy of models for predicting visual field deterioration in exfoliation glaucoma patients. However, further studies are needed to investigate the role of other genes in this process. Full article
(This article belongs to the Special Issue Glaucoma: New Diagnostic and Therapeutic Approaches)
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25 pages, 8632 KiB  
Systematic Review
Wound Modulations in Glaucoma Surgery: A Systematic Review
by Bhoomi Dave, Monica Patel, Sruthi Suresh, Mahija Ginjupalli, Arvind Surya, Mohannad Albdour and Karanjit S. Kooner
Bioengineering 2024, 11(5), 446; https://doi.org/10.3390/bioengineering11050446 - 30 Apr 2024
Cited by 5 | Viewed by 3871
Abstract
Excessive fibrosis and resultant poor control of intraocular pressure (IOP) reduce the efficacy of glaucoma surgeries. Historically, corticosteroids and anti-fibrotic agents, such as mitomycin C (MMC) and 5-fluorouracil (5-FU), have been used to mitigate post-surgical fibrosis, but these have unpredictable outcomes. Therefore, there [...] Read more.
Excessive fibrosis and resultant poor control of intraocular pressure (IOP) reduce the efficacy of glaucoma surgeries. Historically, corticosteroids and anti-fibrotic agents, such as mitomycin C (MMC) and 5-fluorouracil (5-FU), have been used to mitigate post-surgical fibrosis, but these have unpredictable outcomes. Therefore, there is a need to develop novel treatments which provide increased effectiveness and specificity. This review aims to provide insight into the pathophysiology behind wound healing in glaucoma surgery, as well as the current and promising future wound healing agents that are less toxic and may provide better IOP control. Full article
(This article belongs to the Special Issue Meeting Challenges in the Diagnosis and Treatment of Glaucoma)
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19 pages, 7894 KiB  
Article
Lysyl Oxidase in Ectopic Cardiovascular Calcification: Role of Oxidative Stress
by Carme Ballester-Servera, Judith Alonso, Laia Cañes, Paula Vázquez-Sufuentes, Ana B. García-Redondo, Cristina Rodríguez and José Martínez-González
Antioxidants 2024, 13(5), 523; https://doi.org/10.3390/antiox13050523 - 26 Apr 2024
Cited by 4 | Viewed by 3602
Abstract
Lysyl oxidase (LOX)-mediated extracellular matrix crosslinking modulates calcification in atherosclerosis and aortic valve disease; however, this enzyme also induces oxidative stress. We addressed the contribution of LOX-dependent oxidative stress to cardiovascular calcification. LOX is upregulated in human-calcified atherosclerotic lesions and atheromas from atherosclerosis-challenged [...] Read more.
Lysyl oxidase (LOX)-mediated extracellular matrix crosslinking modulates calcification in atherosclerosis and aortic valve disease; however, this enzyme also induces oxidative stress. We addressed the contribution of LOX-dependent oxidative stress to cardiovascular calcification. LOX is upregulated in human-calcified atherosclerotic lesions and atheromas from atherosclerosis-challenged LOX transgenic mice (TgLOXVSMC) and colocalized with a marker of oxidative stress (8-oxo-deoxyguanosine) in vascular smooth muscle cells (VSMCs). Similarly, in calcific aortic valves, high LOX expression was detected in valvular interstitial cells (VICs) positive for 8-oxo-deoxyguanosine, while LOX and LOXL2 expression correlated with osteogenic markers (SPP1 and RUNX2) and NOX2. In human VICs, mito-TEMPO and TEMPOL attenuated the increase in superoxide anion levels and the mineralization induced by osteogenic media (OM). Likewise, in OM-exposed VICs, β-aminopropionitrile (a LOX inhibitor) ameliorated both oxidative stress and calcification. Gain- and loss-of-function approaches in VICs demonstrated that while LOX silencing negatively modulates oxidative stress and calcification induced by OM, lentiviral LOX overexpression exacerbated oxidative stress and VIC calcification, effects that were prevented by mito-TEMPO, TEMPOL, and β-aminopropionitrile. Our data indicate that LOX-induced oxidative stress participates in the procalcifying effects of LOX activity in ectopic cardiovascular calcification, and highlight the multifaceted role played by LOX isoenzymes in cardiovascular diseases. Full article
(This article belongs to the Special Issue Oxidative Stress and Atherosclerosis)
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13 pages, 1321 KiB  
Article
Lack of Association between LOXL1 Variants and Pigment Dispersion Syndrome/Pigmentary Glaucoma: A Meta-Analysis
by Shisong Rong and Xinting Yu
Genes 2024, 15(2), 161; https://doi.org/10.3390/genes15020161 - 26 Jan 2024
Cited by 1 | Viewed by 1667
Abstract
The phenotypic similarities between exfoliation syndrome (XFS)/exfoliation glaucoma (XFG) and pigment dispersion syndrome (PDS)/pigmentary glaucoma (PG), particularly their association with material deposition in the eye’s anterior segment, have prompted investigations into genetic commonalities. This study focuses on the LOXL1 gene, conducting a comprehensive [...] Read more.
The phenotypic similarities between exfoliation syndrome (XFS)/exfoliation glaucoma (XFG) and pigment dispersion syndrome (PDS)/pigmentary glaucoma (PG), particularly their association with material deposition in the eye’s anterior segment, have prompted investigations into genetic commonalities. This study focuses on the LOXL1 gene, conducting a comprehensive meta-analysis of three candidate gene association studies. We analyzed three single nucleotide polymorphisms (SNPs) of LOXL1: rs1048661, rs3825942, and rs2165241. Our results reveal nominal significance for the exonic SNPs rs1048661 and rs3825942 (p ≤ 0.01), but show no significant association for the intronic SNP rs2165241 (p = 0.83) with PDS/PG. There was homogeneity across study cohorts (I2 = 0), and sensitivity analyses and funnel plots confirmed a lower likelihood of bias in our findings. The lack of a statistically significant association between LOXL1 variants and PDS/PG at p < 0.05 was attributable to the insufficient statistical power of the pooled data, which ranged from 5% to 37% for the three SNPs. This study suggests no association between LOXL1 variants and PDS/PG. Further validation and exploration of XFS/XFG-associated genes in larger and more diverse cohorts would be helpful to determine the genetic correlation or distinctiveness between these conditions. Full article
(This article belongs to the Special Issue Feature Papers in Human Genomics and Genetic Diseases 2023)
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27 pages, 5607 KiB  
Article
Extracellular Hsp90 Binds to and Aligns Collagen-1 to Enhance Breast Cancer Cell Invasiveness
by Pragya Singh, Varshini Ramanathan, Yang Zhang, Irene Georgakoudi and Daniel G. Jay
Cancers 2023, 15(21), 5237; https://doi.org/10.3390/cancers15215237 - 31 Oct 2023
Cited by 4 | Viewed by 2306
Abstract
Cancer cell-secreted eHsp90 binds and activates proteins in the tumor microenvironment crucial in cancer invasion. Therefore, targeting eHsp90 could inhibit invasion, preventing metastasis—the leading cause of cancer-related mortality. Previous eHsp90 studies have solely focused on its role in cancer invasion through the 2D [...] Read more.
Cancer cell-secreted eHsp90 binds and activates proteins in the tumor microenvironment crucial in cancer invasion. Therefore, targeting eHsp90 could inhibit invasion, preventing metastasis—the leading cause of cancer-related mortality. Previous eHsp90 studies have solely focused on its role in cancer invasion through the 2D basement membrane (BM), a form of extracellular matrix (ECM) that lines the epithelial compartment. However, its role in cancer invasion through the 3D Interstitial Matrix (IM), an ECM beyond the BM, remains unexplored. Using a Collagen-1 binding assay and second harmonic generation (SHG) imaging, we demonstrate that eHsp90 directly binds and aligns Collagen-1 fibers, the primary component of IM. Furthermore, we show that eHsp90 enhances Collagen-1 invasion of breast cancer cells in the Transwell assay. Using Hsp90 conformation mutants and inhibitors, we established that the Hsp90 dimer binds to Collagen-1 via its N-domain. We also demonstrated that while Collagen-1 binding and alignment are not influenced by Hsp90’s ATPase activity attributed to the N-domain, its open conformation is crucial for increasing Collagen-1 alignment and promoting breast cancer cell invasion. These findings unveil a novel role for eHsp90 in invasion through the IM and offer valuable mechanistic insights into potential therapeutic approaches for inhibiting Hsp90 to suppress invasion and metastasis. Full article
(This article belongs to the Section Cancer Metastasis)
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17 pages, 6763 KiB  
Article
Validation of a Novel Cuproptosis–Related Prognostic Gene Marker and Differential Expression Associated with Lung Adenocarcinoma
by Tingting Liu and Jianshe Wei
Curr. Issues Mol. Biol. 2023, 45(10), 8502-8518; https://doi.org/10.3390/cimb45100536 - 22 Oct 2023
Cited by 6 | Viewed by 2757
Abstract
Background: Cuproptosis induction is seen as a promising alternative for immunotherapies and targeted therapies in breast cancer. The objective of this research was to examine the prognostic and biological importance of cuproptosis-related genes (CRGs) in lung adenocarcinoma (LUAD). Methods: The following methods were [...] Read more.
Background: Cuproptosis induction is seen as a promising alternative for immunotherapies and targeted therapies in breast cancer. The objective of this research was to examine the prognostic and biological importance of cuproptosis-related genes (CRGs) in lung adenocarcinoma (LUAD). Methods: The following methods were used: GSE10072 dataset and TCGA database analysis, differential expression analysis of CRGs, and biological function (BP) and signaling pathway enrichment analysis, prognostic analysis and clinical analysis of CRGs, construction of the prognostic signature and RNA modified genes and miRNA analysis of CRGs in LUAD, immunoinfiltration analysis and immunohistochemical staining of DβH, UBE2D3, SOD1, UBE2D1 and LOXL2. Results: AOC1, ATOX1, CCL8, CCS, COX11, CP, LOXL2, MAP2K2, PDK1, SCO2, SOD1, UBE2D1, UBE2D3 and VEGFA showed significantly higher expression, while ATP7B, DβH, PDE3B, SLC31A2, UBE2D2, UBE2D4 and ULK2 showed lower expression in LUAD tissues than normal tissues. We also found that ATP7B (4%), AOC1 (3%) PDE3B (2%), DβH (2%), CP (1%), ULK2 (1%), PDK1 (1%), LOXL2 (1%) and UBE2D3 (1%) showed higher mutation frequencies. The univariate Cox analysis was used to identify CRGs that have prognostic value. It identified 21 genes that showed significant prognostic value, containing DβH, UBE2D3, SOD1, UBE2D1 and LOXL2. Patients with DβH up–expression have a longer survival time and patients with UBE2D3, SOD1, UBE2D1 and LOXL2 down–expression also have a longer survival time. hsa–miR–29c–3p, hsa–miR–29a–3p, hsa–miR–181c–5p, hsa–miR–1245a, etc., play an important role in the miRNA regulatory network, and in LUAD, miR–29a, miR–29c and miR–181c high expression survival was longer, and miR–1245a low expression survival was longer. We also performed an analysis to examine the relationships between DβH, LOXL2, SOD1, UBE2D1 and UBE2D3 and immune infiltration in LUAD, including B cells, CD8+ T cells, CD4+ T cells, macrophages, neutrophils and DCs. Conclusion: DβH, UBE2D3, SOD1, UBE2D1, and LOXL2 are potential candidates implicated in LUAD and can be further explored for their application as diagnostic, prognostic, and therapeutic biomarkers for LUAD. Full article
(This article belongs to the Special Issue Targeting Tumor Microenvironment for Cancer Therapy, 2nd Edition)
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14 pages, 350 KiB  
Review
Molecular and Genetic Biomarkers in Idiopathic Pulmonary Fibrosis: Where Are We Now?
by Ioannis Tomos, Ioannis Roussis, Andreas M. Matthaiou and Katerina Dimakou
Biomedicines 2023, 11(10), 2796; https://doi.org/10.3390/biomedicines11102796 - 16 Oct 2023
Cited by 20 | Viewed by 5088
Abstract
Idiopathic pulmonary fibrosis (IPF) represents a chronic progressive fibrotic interstitial lung disease of unknown cause with an ominous prognosis. It remains an unprecedent clinical challenge due to its delayed diagnosis and unpredictable clinical course. The need for accurate diagnostic, prognostic and predisposition biomarkers [...] Read more.
Idiopathic pulmonary fibrosis (IPF) represents a chronic progressive fibrotic interstitial lung disease of unknown cause with an ominous prognosis. It remains an unprecedent clinical challenge due to its delayed diagnosis and unpredictable clinical course. The need for accurate diagnostic, prognostic and predisposition biomarkers in everyday clinical practice becomes more necessary than ever to ensure prompt diagnoses and early treatment. The identification of such blood biomarkers may also unravel novel drug targets against IPF development and progression. So far, the role of diverse blood biomarkers, implicated in various pathogenetic pathways, such as in fibrogenesis (S100A4), extracellular matrix remodelling (YKL-40, MMP-7, ICAM-1, LOXL2, periostin), chemotaxis (CCL-18, IL-8), epithelial cell injury (KL-6, SP-A, SP-D), autophagy and unfolded protein response has been investigated in IPF with various results. Moreover, the recent progress in genetics in IPF allows for a better understanding of the underlying disease mechanisms. So far, the causative mutations in pulmonary fibrosis include mutations in telomere-related genes and in surfactant-related genes, markers that could act as predisposition biomarkers in IPF. The aim of this review is to provide a comprehensive overview from the bench to bedside of current knowledge and recent insights on biomarkers in IPF, and to suggest future directions for research. Large-scale studies are still needed to confirm the exact role of these biomarkers. Full article
(This article belongs to the Special Issue Biomarkers for Idiopathic Pulmonary Fibrosis)
17 pages, 11523 KiB  
Article
Transcriptomic Characterization of Copper-Binding Proteins for Predicting Prognosis in Glioma
by Hao-Long Zeng, Huijun Li, Qing Yang and Chao-Xi Li
Brain Sci. 2023, 13(10), 1460; https://doi.org/10.3390/brainsci13101460 - 14 Oct 2023
Cited by 4 | Viewed by 2044
Abstract
Background: Copper and copper-binding proteins are key components of tumor progression as they play important roles in tumor invasion and migration, but their associations in gliomas remain unclear. Methods: Transcriptomic datasets of glioblastoma, low-grade glioma, and normal brain cortex were derived from the [...] Read more.
Background: Copper and copper-binding proteins are key components of tumor progression as they play important roles in tumor invasion and migration, but their associations in gliomas remain unclear. Methods: Transcriptomic datasets of glioblastoma, low-grade glioma, and normal brain cortex were derived from the TCGA and GTEX databases. Differentially expressed genes (DEGs) of copper-binding proteins were screened and used to construct a prognostic model based on COX and LASSO regression, which was further validated by the CGGA datasets. The expressions of risk-model genes were selectively confirmed via anatomic feature-based expression analysis and immunohistochemistry. The risk score was stratified by age, gender, WHO grade, IDH1 mutation, MGMT promoter methylation, and 1p/19q codeletion status, and a nomogram was constructed and validated. Results: A total of 21 DEGs of copper-binding proteins were identified and a six-gene risk-score model was constructed, consisting of ANG, F5, IL1A, LOXL1, LOXL2, and STEAP3, which accurately predicted 1-, 3-, and 5-year overall survival rates, with the AUC values of 0.87, 0.88, and 0.82, respectively. The high-risk group had a significantly shorter OS (p < 0.0001) and was associated with old age, wild-type IDH1, a high WHO grade, an unmethylated MGMT promoter, and 1p/19q non-codeletion and had higher levels of immune cell infiltration, cancer-immunity suppressor, and immune checkpoint gene expression as well as a higher TMB. Conclusions: The model based on the genes of copper-binding proteins could contribute to prognosis prediction and provide potential targets against gliomas. Full article
(This article belongs to the Section Neuro-oncology)
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