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Keywords = phosphoglycerate kinase 1 (PGK1)

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17 pages, 4111 KiB  
Article
Physiological and Metabolomics Analyses Revealed That Overexpression of CBL-Interacting Protein Kinase 23 Accelerate Tuber Sprouting in Potato
by Fang Zhou, Fengjuan Wang, Xing Zhang, Yifei Lu, Bi Ren, Shimin Yang, Liming Lu and Liqin Li
Horticulturae 2025, 11(4), 342; https://doi.org/10.3390/horticulturae11040342 - 21 Mar 2025
Viewed by 413
Abstract
The potato (Solanum tuberosum L.) plays an important role in ensuring global food security. Potato tubers store abundant nutrients and are also reproductive organs. The adjustment of tuber sprouting plays a vital role in timely sowing and improving tuber product quality. CBL-interacting [...] Read more.
The potato (Solanum tuberosum L.) plays an important role in ensuring global food security. Potato tubers store abundant nutrients and are also reproductive organs. The adjustment of tuber sprouting plays a vital role in timely sowing and improving tuber product quality. CBL-interacting protein kinases (CIPKs) exert an important function in the entire life cycle of plants and in coping with stress. In our present study, we found that the StCIPK23 expression level increased during storage and that overexpression of StCIPK23 can accelerate tuber sprouting. Physiological assays indicated that overexpressing StCIPK23 altered carbohydrate metabolism and antioxidant-related enzyme activities during storage. Starch branching enzyme (SBEI) gene expression was upregulated, while sucrose synthase (SS), 3-phosphoglyceric phosphokinase (PGK), and glyceraldehyde-3-phosphate dehydrogenase 1 (GAPC1) gene expression were downregulated in StCIPK23-overexpressing potato. High gibberellin (GA) content and low abscisic acid (ABA) content were also detected in transgenic tubers. We conducted metabolomics analysis on bud eyes, and the results showed a total of 94 differential metabolites were found. Among them, 61 metabolites were increased, the top three metabolites were coumaryl alcohol, glutathione and quercetin–glucoside–glucoside–rhamnoside. Our results suggest that StCIPK23 is a positive regulator of potato tuber sprouting. Full article
(This article belongs to the Section Genetics, Genomics, Breeding, and Biotechnology (G2B2))
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19 pages, 7612 KiB  
Article
Identification of a Potential PGK1 Inhibitor with the Suppression of Breast Cancer Cells Using Virtual Screening and Molecular Docking
by Xianghui Chen, Zanwen Zuo, Xianbin Li, Qizhang Li and Lei Zhang
Pharmaceuticals 2024, 17(12), 1636; https://doi.org/10.3390/ph17121636 - 5 Dec 2024
Cited by 1 | Viewed by 1550
Abstract
Background/Objectives: Breast cancer is the second most common malignancy worldwide and poses a significant threat to women’s health. However, the prognostic biomarkers and therapeutic targets of breast cancer are unclear. A prognostic model can help in identifying biomarkers and targets for breast cancer. [...] Read more.
Background/Objectives: Breast cancer is the second most common malignancy worldwide and poses a significant threat to women’s health. However, the prognostic biomarkers and therapeutic targets of breast cancer are unclear. A prognostic model can help in identifying biomarkers and targets for breast cancer. In this study, a novel prognostic model was developed to optimize treatment, improve clinical prognosis, and screen potential phosphoglycerate kinase 1 (PGK1) inhibitors for breast cancer treatment. Methods: Using data from the Gene Expression Omnibus (GEO) database, differentially expressed genes (DEGs) were identified in normal individuals and breast cancer patients. The biological functions of the DEGs were examined using bioinformatics analysis. A novel prognostic model was then constructed using the DEGs through LASSO and multivariate Cox regression analyses. The relationship between the prognostic model, survival, and immunity was also evaluated. In addition, virtual screening was conducted based on the risk genes to identify novel small molecule inhibitors of PGK1 from Chemdiv and Targetmol libraries. The effects of the potential inhibitors were confirmed through cell experiments. Results: A total of 230 up- and 325 down-regulated DEGs were identified in HER2, LumA, LumB, and TN breast cancer subtypes. A new prognostic model was constructed using ten risk genes. The analysis from The Cancer Genome Atlas (TCGA) indicated that the prognosis was poorer in the high-risk group compared to the low-risk group. The accuracy of the model was confirmed using the ROC curve. Furthermore, functional enrichment analyses indicated that the DEGs between low- and high-risk groups were linked to the immune response. The risk score was also correlated with tumor immune infiltrates. Moreover, four compounds with the highest score and the lowest affinity energy were identified. Notably, D231-0058 showed better inhibitory activity against breast cancer cells. Conclusions: Ten genes (ACSS2, C2CD2, CXCL9, KRT15, MRPL13, NR3C2, PGK1, PIGR, RBP4, and SORBS1) were identified as prognostic signatures for breast cancer. Additionally, results showed that D231-0058 (2-((((4-(2-methyl-1H-indol-3-yl)-1,3-thiazol-2-yl)carbamoyl)methyl)sulfanyl)acetic acid) may be a novel candidate for treating breast cancer. Full article
(This article belongs to the Section Pharmacology)
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15 pages, 2622 KiB  
Article
Small Leucine Zipper Protein Regulates Glucose Metabolism of Prostate Cancer Cells via Induction of Phosphoglycerate Kinase 1
by Sila Han, Sungyeon Park, Suhyun Kim, Sujin Kwon and Jesang Ko
Cancers 2024, 16(22), 3861; https://doi.org/10.3390/cancers16223861 - 18 Nov 2024
Viewed by 1288
Abstract
Background: Cancer cells exhibit altered metabolism whereby glucose is preferentially utilized to produce lactate through aerobic glycolysis. The increase in lactate production creates an acidic microenvironment that supports tumor progression and metastasis. Human small leucine zipper protein (sLZIP) is involved in the transcriptional [...] Read more.
Background: Cancer cells exhibit altered metabolism whereby glucose is preferentially utilized to produce lactate through aerobic glycolysis. The increase in lactate production creates an acidic microenvironment that supports tumor progression and metastasis. Human small leucine zipper protein (sLZIP) is involved in the transcriptional regulation of genes related to migration and invasion of prostate cancer. However, the role of sLZIP in modulating glucose metabolism in prostate cancer remains unknown. This study investigates whether sLZIP regulates the transcription of glycolysis-related genes to promote metabolic reprogramming in prostate cancer. Methods: Depletion of sLZIP resulted in the downregulation of several glycolytic genes, including glucose transporter 1, phosphofructokinase liver type, phosphoglycerate kinase 1 (PGK1), and lactate dehydrogenase. Among these, only PGK1 showed a prominent dose-dependent decrease in mRNA and protein expression after sLZIP silencing. Results: Mechanistically, increasing or decreasing sLZIP affected the promoter activity of PGK1 in a similar manner. Moreover, the absence of sLZIP attenuated the maximum glycolytic rate in prostate cancer cells. These results were further supported by a reduction in lactate secretion, glucose uptake, and ATP production in sLZIP-knockout prostate cancer cells. sLZIP deficiency hindered cancer growth, as demonstrated by proliferation assays. However, overexpression of PGK1 in sLZIP knockout cells resulted in recovery of aerobic glycolysis. Results of the xenograft experiment revealed that mice injected with sLZIP knockout cells exhibited a decrease in tumor mass compared to those injected with control cells. Conclusion: These findings suggest that sLZIP contributes to the metabolic reprogramming of prostate cancer cells via the transcriptional regulation of PGK1. Full article
(This article belongs to the Section Molecular Cancer Biology)
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16 pages, 1976 KiB  
Review
Targeting PGK1: A New Frontier in Breast Cancer Therapy Under Hypoxic Conditions
by Jiayong Cui, Shengjun Chai, Rui Liu and Guoshuang Shen
Curr. Issues Mol. Biol. 2024, 46(11), 12214-12229; https://doi.org/10.3390/cimb46110725 - 30 Oct 2024
Cited by 1 | Viewed by 2108
Abstract
Breast cancer represents one of the most prevalent malignant neoplasms affecting women, and its pathogenesis has garnered significant scholarly interest. Research indicates that the progression of breast cancer is intricately regulated by glucose metabolism. Under hypoxic conditions within the tumor microenvironment, breast cancer [...] Read more.
Breast cancer represents one of the most prevalent malignant neoplasms affecting women, and its pathogenesis has garnered significant scholarly interest. Research indicates that the progression of breast cancer is intricately regulated by glucose metabolism. Under hypoxic conditions within the tumor microenvironment, breast cancer cells generate ATP and essential biosynthetic precursors for growth via the glycolytic pathway. Notably, phosphoglycerate kinase 1 (PGK1) is intimately associated with the regulation of hypoxia-inducible factors in breast cancer and plays a crucial role in modulating glycolytic processes. Further investigation into the role of PGK1 in breast cancer pathogenesis is anticipated to identify novel therapeutic targets and strategies. This review consolidates current research on the regulation of glucose metabolism and the function of PGK1 in breast cancer within hypoxic conditions. It aims to offer a significant theoretical foundation for elucidating the mechanisms underlying breast cancer progression and metastasis, thereby facilitating the development of innovative treatment approaches. Full article
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20 pages, 4922 KiB  
Article
The 419th Aspartic Acid of Neural Membrane Protein Enolase 2 Is a Key Residue Involved in the Axonal Growth of Motor Neurons Mediated by Interaction between Enolase 2 Receptor and Extracellular Pgk1 Ligand
by Bing-Chang Lee, Jui-Che Tsai, Yi-Hsin Huang, Chun-Cheng Wang, Hung-Chieh Lee and Huai-Jen Tsai
Int. J. Mol. Sci. 2024, 25(19), 10753; https://doi.org/10.3390/ijms251910753 - 6 Oct 2024
Cited by 1 | Viewed by 1935
Abstract
Neuron-specific Enolase 2 (Eno2) is an isozyme primarily distributed in the central and peripheral nervous systems and neuroendocrine cells. It promotes neuronal survival, differentiation, and axonal regeneration. Recent studies have shown that Eno2 localized on the cell membrane of motor neurons acts as [...] Read more.
Neuron-specific Enolase 2 (Eno2) is an isozyme primarily distributed in the central and peripheral nervous systems and neuroendocrine cells. It promotes neuronal survival, differentiation, and axonal regeneration. Recent studies have shown that Eno2 localized on the cell membrane of motor neurons acts as a receptor for extracellular phosphoglycerate kinase 1 (ePgk1), which is secreted by muscle cells and promotes the neurite outgrowth of motor neurons (NOMN). However, interaction between Eno1, another isozyme of Enolase, and ePgk1 failed to return the same result. To account for the difference, we constructed seven point-mutations of Eno2, corresponding to those of Eno1, and verified their effects on NOMN. Among the seven Eno2 mutants, eno2-siRNA-knockdown NSC34 cells transfected with plasmid encoding the 419th aspartic acid mutated into serine (Eno2-[D419S]) or Eno2-[E420K] showed a significant reduction in neurite length. Moreover, the Eno2-ePgk1-interacted synergic effect on NOMN driven by Eno2-[D419S] was more profoundly reduced than that driven by Eno2-[E420K], suggesting that D419 was the more essential residue involved in NOMN mediated by Eno2-ePgk1 interaction. Eno2-ePgk1-mediated NOMN appeared to increase the level of p-Cofilin, a growth cone collapse marker, in NSC34 cells transfected with Eno2-[D419S] and incubated with ePgk1, thereby inhibiting NOMN. Furthermore, we conducted in vivo experiments using zebrafish transgenic line Tg(mnx1:GFP), in which GFP is tagged in motor neurons. In the presence of ePgk1, the retarded growth of axons in embryos injected with eno2-specific antisense morpholino oligonucleotides (MO) could be rescued by wobble-eno2-mRNA. However, despite the addition of ePgk1, the decreased defective axons and the increased branched neurons were not significantly improved in the eno2-[D419S]-mRNA-injected embryos. Collectively, these results lead us to suggest that the 419th aspartic acid of mouse Eno2 is likely a crucial site affecting motor neuron development mediated by Eno2-ePgk1 interaction, and, hence, mutations result in a significant reduction in the degree of NOMN in vitro and axonal growth in vivo. Full article
(This article belongs to the Special Issue Molecular Research on Neuronal Cell Death and Neurogenesis)
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14 pages, 3892 KiB  
Article
Decreased Ubiquitination and Acetylation of Histones 3 and 4 Are Associated with Obesity-Induced Disorders of Spermatogenesis in Mice
by Mahamadou Fofana, Zhenyang Li, Han Li, Wenqi Li, Lu Wu, Lu Lu and Qizhan Liu
Toxics 2024, 12(4), 296; https://doi.org/10.3390/toxics12040296 - 17 Apr 2024
Cited by 3 | Viewed by 2697
Abstract
Background: Obesity, a chronic metabolic disorder, is related to cardiovascular diseases, diabetes, cancer, and reproductive disorders. The relationship between obesity and male infertility is now well recognized, but the mechanisms involved are unclear. We aimed to observe the effect of obesity on spermatogenesis [...] Read more.
Background: Obesity, a chronic metabolic disorder, is related to cardiovascular diseases, diabetes, cancer, and reproductive disorders. The relationship between obesity and male infertility is now well recognized, but the mechanisms involved are unclear. We aimed to observe the effect of obesity on spermatogenesis and to investigate the role of histone ubiquitination and acetylation modifications in obesity-induced spermatogenesis disorders. Methods: Thirty male C57BL/6J mice were randomly divided into two groups. The control group was fed with a general maintenance diet (12% fat), while a high-fat diet (HFD) group was fed with 40% fat for 10 weeks; then, they were mated with normal females. The fertility of male mice was calculated, testicular and sperm morphology were observed, and the expression levels of key genes and the levels of histone acetylation and ubiquitination modification during spermatogenesis were detected. Results: The number of sperm was decreased, as well as the sperm motility, while the number of sperm with malformations was increased. In the testes, the mRNA and protein expression levels of gonadotropin-regulated testicular RNA helicase (GRTH/DDX25), chromosome region maintenance-1 protein (CRM1), high-mobility group B2 (HMGB2), phosphoglycerate kinase 2 (PGK2), and testicular angiotensin-converting enzyme (tACE) were decreased. Furthermore, obesity led to a decrease in ubiquitinated H2A (ubH2A) and reduced levels of histone H3 acetylation K18 (H3AcK18) and histone H4 acetylation K5, K8, K12, and K16 (H4tetraAck), which disrupted protamine 1 (Prm1) deposition in testis tissue. Conclusion: These results suggest that low levels of histone ubiquitination and acetylation are linked with obesity-induced disorders during spermatogenesis, contributing to a better understanding of obesity-induced damage to male reproduction. Full article
(This article belongs to the Section Reproductive and Developmental Toxicity)
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25 pages, 9536 KiB  
Article
Acetyltransferase P300 Regulates Glucose Metabolic Reprogramming through Catalyzing Succinylation in Lung Cancer
by Qingzhi Ma, Qingmei Zeng, Kun Wang, Meirui Qian, Jingzhuo Li, Hao Wang, Huijie Zhang, Jianli Jiang, Zhinan Chen and Wan Huang
Int. J. Mol. Sci. 2024, 25(2), 1057; https://doi.org/10.3390/ijms25021057 - 15 Jan 2024
Cited by 8 | Viewed by 2887
Abstract
Aberrant protein post-translational modification is a hallmark of malignant tumors. Lysine succinylation (Ksucc) plays a vital role in cell energy metabolism in various cancers. However, whether succinylation can be catalyzed by acetyltransferase p300 remains unclear. In this study, we unveiled that p300 is [...] Read more.
Aberrant protein post-translational modification is a hallmark of malignant tumors. Lysine succinylation (Ksucc) plays a vital role in cell energy metabolism in various cancers. However, whether succinylation can be catalyzed by acetyltransferase p300 remains unclear. In this study, we unveiled that p300 is a “writer” for succinylation, and p300-mediated Ksucc promotes cell glycometabolism in lung adenocarcinoma (LUAD). Specifically, our succinylome data revealed that EP300 deficiency leads to the systemic reduction of Ksucc, and 79.55% of the p300-succinylated proteins were found in the cytoplasm, which were primarily enriched in the carbohydrate metabolism process. Interestingly, deleting EP300 led to a notable decrease in Ksucc levels on several glycolytic enzymes, especially Phosphoglycerate Kinase 1 (PGK1). Mutation of the succinylated site of PGK1 notably hindered cell glycolysis and lactic acid excretion. Metabolomics in vivo indicated that p300-caused metabolic reprogramming was mainly attributed to the altered carbohydrate metabolism. In addition, 89.35% of LUAD patients exhibited cytoplasmic localization of p300, with higher levels in tumor tissues than adjacent normal tissues. High levels of p300 correlated with advanced tumor stages and poor prognosis of LUAD patients. Briefly, we disclose the activity of p300 to catalyze succinylation, which contributes to cell glucose metabolic reprogramming and malignant progression of lung cancer. Full article
(This article belongs to the Section Molecular Immunology)
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17 pages, 12497 KiB  
Article
RNA Binding Protein PTBP1 Promotes the Metastasis of Gastric Cancer by Stabilizing PGK1 mRNA
by Xiaolin Wang, Ce Liang, Shimin Wang, Qiang Ma, Xiaojuan Pan, Ai Ran, Changhong Qin, Bo Huang, Feifei Yang, Yuying Liu, Yuying Zhang, Junwu Ren, Hao Ning, Haiping Li, Yan Jiang and Bin Xiao
Cells 2024, 13(2), 140; https://doi.org/10.3390/cells13020140 - 12 Jan 2024
Cited by 4 | Viewed by 2403
Abstract
Gastric cancer (GC) is the most common type of malignant tumor within the gastrointestinal tract, and GC metastasis is associated with poor prognosis. Polypyrimidine tract binding protein 1 (PTBP1) is an RNA-binding protein implicated in various types of tumor development and metastasis. However, [...] Read more.
Gastric cancer (GC) is the most common type of malignant tumor within the gastrointestinal tract, and GC metastasis is associated with poor prognosis. Polypyrimidine tract binding protein 1 (PTBP1) is an RNA-binding protein implicated in various types of tumor development and metastasis. However, the role of PTBP1 in GC metastasis remains elusive. In this study, we verified that PTBP1 was upregulated in GC tissues and cell lines, and higher PTBP1 level was associated with poorer prognosis. It was shown that PTBP1 knockdown in vitro inhibited GC cell migration, whereas PTBP1 overexpression promoted the migration of GC cells. In vivo, the knockdown of PTBP1 notably reduced both the size and occurrence of metastatic nodules in a nude mice liver metastasis model. We identified phosphoglycerate kinase 1 (PGK1) as a downstream target of PTBP1 and found that PTBP1 increased the stability of PGK1 by directly binding to its mRNA. Furthermore, the PGK1/SNAIL axis could be required for PTBP1’s function in the promotion of GC cell migration. These discoveries suggest that PTBP1 could be a promising therapeutic target for GC. Full article
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13 pages, 4537 KiB  
Article
Glucose Regulates Glucose Transport and Metabolism via mTOR Signaling Pathway in Bovine Placental Trophoblast Cells
by Liyuan Shi, Kun Kang, Zhisheng Wang, Junmei Wang, Jianxin Xiao, Quanhui Peng, Rui Hu, Jia Zhou, Xiaohong Zhang, Ziqi Yue, Huawei Zou, Bai Xue and Lizhi Wang
Animals 2024, 14(1), 40; https://doi.org/10.3390/ani14010040 - 21 Dec 2023
Cited by 3 | Viewed by 1917
Abstract
It has been confirmed that improving the energy level of the diet contributed to the greater reproductive performance and birth weight of calves in periparturient dairy cows. To investigate the effect of glucose on nutrient transport during fetal development, the bovine placental trophoblast [...] Read more.
It has been confirmed that improving the energy level of the diet contributed to the greater reproductive performance and birth weight of calves in periparturient dairy cows. To investigate the effect of glucose on nutrient transport during fetal development, the bovine placental trophoblast cells (BPTCs) were cultured in media with different glucose concentrations (1, 2, 4, 8, or 16 mg/mL). Subsequently, the BPTCs were cultured in media with 1, 8 mg/mL glucose and 8 mg/mL glucose plus 100 nmol/L rapamycin (the inhibitor of mTOR pathway). Compared with the 1 mg/mL glucose, the addition of 8 mg/mL glucose stimulated cell proliferation, upregulated the mRNA abundance of the glucose transporter GLUT1 and GLUT4, and increased the activity of glucose metabolism-related enzyme glucose-6-phosphate dehydrogenease (G6PD), lactate dehydrogenase (LDHA) and phosphoglycerate kinase 1 (PGK1), as well as adenosine-triphosphate (ATP) content (p < 0.05).Furthermore, compared with the treatment of 1 mg/mL glucose, adding 8 mg/mL of glucose-upregulated gene expression in the mTOR signaling pathway, including phosphatidylinositol3-kinase (PI3K), protein kinase B (Akt), mammalian target of rapamycin (mTOR) and 70 kDa ribosomal protein S6 kinase 2 (P70S6K) (p < 0.05).The supplementation of rapamycin downregulated the gene and protein expression of the mTOR signaling pathway, including mTOR, P70S6K, EIF4E-binding protein 1 (4EBP1), hypoxia-inducible factor 1-alpha (HIF-1α) and gene expression of glucose transporter upregulated by 8 mg/mL glucose (p < 0.05). Thus, these results indicated that the addition of 8 mg/mL glucose regulated the glucose transport and metabolism in BPTCs through the mTOR signaling pathway, thereby promoting the supply of nutrients to fetus. Full article
(This article belongs to the Section Cattle)
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17 pages, 5357 KiB  
Article
The Complex of p-Tyr42 RhoA and p-p65/RelA in Response to LPS Regulates the Expression of Phosphoglycerate Kinase 1
by Oyungerel Dogsom, Amir Hamza, Shohel Mahmud, Jung-Ki Min, Yoon-Beom Lee and Jae-Bong Park
Antioxidants 2023, 12(12), 2090; https://doi.org/10.3390/antiox12122090 - 8 Dec 2023
Cited by 2 | Viewed by 2287
Abstract
Inflammation plays a crucial role in tumorigenesis, primarily mediated by NF-κB. RhoA GTPases are instrumental in regulating the activation of NF-κB. Specifically, the phosphorylation of Tyrosine 42 on RhoA ensures the activation of NF-κB by directly activating the IKKβ associated with IKKγ (NEMO). [...] Read more.
Inflammation plays a crucial role in tumorigenesis, primarily mediated by NF-κB. RhoA GTPases are instrumental in regulating the activation of NF-κB. Specifically, the phosphorylation of Tyrosine 42 on RhoA ensures the activation of NF-κB by directly activating the IKKβ associated with IKKγ (NEMO). This study aimed to uncover the molecular mechanism through which p-Tyrosine 42 RhoA, in conjunction with NF-κB, promotes tumorigenesis. Notably, we observed that p-Tyrosine 42 RhoA co-immunoprecipitated with the p-Ser 536 p65/RelA subunit in NF-κB in response to LPS. Moreover, both p-Tyrosine 42 RhoA and p-p65/RelA translocated to the nucleus, where they formed a protein complex associated with the promoter of phosphoglycerate kinase 1 (PGK1) and regulated the expression of PGK1. In addition, p-p65/RelA and p-Tyr42 RhoA co-immunoprecipitated with p300 histone acetyltransferase. Intriguingly, PGK1 exhibited an interaction with β-catenin, PKM1 and PKM2. Of particular interest, si-PGK1 led to a reduction in the levels of β-catenin and phosphorylated pyruvate dehydrogenase A1 (p-PDHA1). We also found that PGK1 phosphorylated β-catenin at the Thr551 and Ser552 residues. These findings discovered that PGK1 may play a role in transcriptional regulation, alongside other transcription factors. Full article
(This article belongs to the Section Health Outcomes of Antioxidants and Oxidative Stress)
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17 pages, 2419 KiB  
Article
Lysine Acetylome of Breast Cancer-Derived Small Extracellular Vesicles Reveals Specific Acetylation Patterns for Metabolic Enzymes
by Zoran Minic, Yingxi Li, Nico Hüttmann, Gurcharan K. Uppal, Rochelle D’Mello and Maxim V. Berezovski
Biomedicines 2023, 11(4), 1076; https://doi.org/10.3390/biomedicines11041076 - 2 Apr 2023
Cited by 12 | Viewed by 3203
Abstract
Cancer-derived small extracellular vesicles have been proposed as promising potential biomarkers for diagnosis and prognosis of breast cancer (BC). We performed a proteomic study of lysine acetylation of breast cancer-derived small extracellular vesicles (sEVs) to understand the potential role of the aberrant acetylated [...] Read more.
Cancer-derived small extracellular vesicles have been proposed as promising potential biomarkers for diagnosis and prognosis of breast cancer (BC). We performed a proteomic study of lysine acetylation of breast cancer-derived small extracellular vesicles (sEVs) to understand the potential role of the aberrant acetylated proteins in the biology of invasive ductal carcinoma and triple-negative BC. Three cell lines were used as models for this study: MCF10A (non-metastatic), MCF7 (estrogen and progesterone receptor-positive, metastatic) and MDA-MB-231 (triple-negative, highly metastatic). For a comprehensive protein acetylation analysis of the sEVs derived from each cell line, acetylated peptides were enriched using the anti-acetyl-lysine antibody, followed by LC-MS/MS analysis. In total, there were 118 lysine-acetylated peptides, of which 22, 58 and 82 have been identified in MCF10A, MCF7 and MDA-MB-231 cell lines, respectively. These acetylated peptides were mapped to 60 distinct proteins and mainly identified proteins involved in metabolic pathways. Among the acetylated proteins identified in cancer-derived sEVs from MCF7 and MDA-MB-231 cell lines are proteins associated with the glycolysis pathway, annexins and histones. Five acetylated enzymes from the glycolytic pathway, present only in cancer-derived sEVs, were validated. These include aldolase (ALDOA), glyceraldehyde-3-phosphate dehydrogenase (GAPDH), phosphoglycerate kinase (PGK1), enolase (ENO) and pyruvate kinase M1/2 (PKM). For three of these enzymes (ALDOA, PGK1 and ENO) the specific enzymatic activity was significantly higher in MDA-MB-231 when compared with MCF10A-derived sEVs. This study reveals that sEVs contain acetylated glycolytic metabolic enzymes that could be interesting potential candidates for early BC diagnostics. Full article
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17 pages, 3146 KiB  
Article
Characterization and Analysis of the Full-Length Transcriptome Provide Insights into Fruit Quality Formation in Kiwifruit Cultivar Actinidia arguta cv. Qinziyu
by Yun Jia, Ying Zhang, Lei Zhang, Fengwei Wang, Gang Yu, Yaling Wang, Xiaoyan Kang and Yongpeng Wu
Agronomy 2023, 13(1), 143; https://doi.org/10.3390/agronomy13010143 - 1 Jan 2023
Cited by 2 | Viewed by 2390
Abstract
Kiwifruit is an economically important horticultural crop with extremely high values in nutrition and health care. However, the molecular mechanisms underlying fruit quality formation remain largely limited for most kiwifruit varieties. Recently, a new kiwifruit cultivar with a high level of soluble solids, [...] Read more.
Kiwifruit is an economically important horticultural crop with extremely high values in nutrition and health care. However, the molecular mechanisms underlying fruit quality formation remain largely limited for most kiwifruit varieties. Recently, a new kiwifruit cultivar with a high level of soluble solids, Actinidia arguta cv. Qinziyu (full-red flesh) was discovered through the introduction and propagation test. To provide new insights into fruit quality formation in a typical kiwifruit cultivar, we integrated full-length transcriptome surveys based on PacBio single-molecule real-time (SMRT) sequencing, key enzyme genes expression involved in carbohydrate and amino acids metabolism pathways, and bHLH gene family analysis to enhance the understanding of soluble sugar, organic acid, and anthocyanin biosynthesis in A. arguta cv. Qinziyu. A total of 175,913 CCSs were generated, of which 124,789 were identified as FLNC transcripts. In total, 45,923 (86.99%) transcripts were successfully annotated, and more than 76.05% of the transcripts were longer than 1 Kb. KEGG pathway analysis showed that 630 candidate genes encoding 55 enzymes were mainly involved in carbohydrate and amino acid biosynthesis pathways. Further analysis verified the expression of 12 key enzyme genes (e.g., pyruvate kinase (PK), enolase (ENO), hexokinase (HK), and phosphoglycerate kinase (PGK)) in flowers using quantitative real-time PCR. Furthermore, we also screened 10 AabHLH proteins’ function in anthocyanin biosynthesis and characterized the AabHLH gene family in A. arguta cv. Qinziyu. Overall, our research data generated by SMRT technology provide the first set of gene isoforms from a full-length transcriptome in A. arguta cv. Qinziyu and more comprehensive insights into the molecular mechanism of fruit quality formation. Full article
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22 pages, 5532 KiB  
Article
Prognosis and Immunological Characteristics of PGK1 in Lung Adenocarcinoma: A Systematic Analysis
by Yuechao Yang, Huanhuan Cui, Deheng Li, Yang Gao, Lei Chen, Changshuai Zhou, Mingtao Feng, Wenjing Tu, Sen Li, Xin Chen, Bin Hao, Liangdong Li and Yiqun Cao
Cancers 2022, 14(21), 5228; https://doi.org/10.3390/cancers14215228 - 25 Oct 2022
Cited by 12 | Viewed by 4403
Abstract
Background: Aerobic glycolysis plays a key role in tumor metabolic reprogramming to reshape the immune microenvironment. The phosphoglycerate kinase 1 (PGK1) gene codes a glycolytic enzyme that converts 1,3-diphosphoglycerate to 3-phosphoglycerate. However, in lung adenocarcinoma (LUAD), the role of PGK1 in altering [...] Read more.
Background: Aerobic glycolysis plays a key role in tumor metabolic reprogramming to reshape the immune microenvironment. The phosphoglycerate kinase 1 (PGK1) gene codes a glycolytic enzyme that converts 1,3-diphosphoglycerate to 3-phosphoglycerate. However, in lung adenocarcinoma (LUAD), the role of PGK1 in altering the tumor microenvironment (TME) has not yet been determined. Methods: Raw data, including bulk DNA and mRNA-seq data, methylation modification data, single-cell RNA-seq data, proteomics data, clinical case characteristics survival, immunotherapy data, and so on, were obtained from multiple independent public data sets. These data were reanalyzed to uncover the prognosis and immunological characteristics of PGK1 in LUAD. Results: We found that PGK1 mRNA and protein were considerably over-expressed in LUAD compared to normal tissue and that high PGK1 expression is associated with poorer prognostic outcomes in LUAD. The enrichment analysis of PGK1 co-expressed genes in lung adenocarcinoma revealed that PGK1 may be involved in hypoxia, metabolism, DNA synthesis, cell cycle, PI3K/AKT, and various immune and inflammatory signaling pathways. Furthermore, PGK1 is also linked to the recruitment of numerous immune cells, including aDC (dendritic cells), macrophages, and neutrophils. More importantly, PGK1 was highly expressed in immunosuppressive cells, including M2 macrophages, Tregs, and exhausted T cells, among others. Finally, higher PGK1 expression indicated significant correlations to immune checkpoints, TMB (tumor mutation burden), and high response to immunotherapy. Conclusions: The presented findings imply that PGK1, as a glycolysis core gene, may be important for the modification of the immune microenvironment by interacting with the tumor metabolism. The results of this study provide clues for a potential immunometabolic combination therapy strategy in LUAD, for which more experimental and clinical translational research is needed. Full article
(This article belongs to the Section Cancer Immunology and Immunotherapy)
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12 pages, 1330 KiB  
Article
Gemcitabine–Paclitaxel Chemotherapy for Patients with Advanced Urothelial Cancer Refractory to Cisplatin-Based Chemotherapy: Predictive Role of PGK1 for Treatment Response to Cytotoxic Chemotherapy
by Dai Koguchi, Kazumasa Matsumoto, Masaomi Ikeda, Yuriko Shimizu, Marie Nakamura, Yutaka Shiono, Hiroki Katsumata, Yuichi Sato and Masatsugu Iwamura
Int. J. Mol. Sci. 2022, 23(20), 12119; https://doi.org/10.3390/ijms232012119 - 11 Oct 2022
Cited by 5 | Viewed by 1944
Abstract
An investigation of alternatives to immune checkpoint inhibitors for advanced urothelial cancer (aUC), with biologic information, is urgently needed. Clinical data for 53 patients who received gemcitabine–paclitaxel therapy (GP) as 2nd-line chemotherapy for aUC refractory to platinum-based chemotherapy were retrospectively reviewed. The efficacy [...] Read more.
An investigation of alternatives to immune checkpoint inhibitors for advanced urothelial cancer (aUC), with biologic information, is urgently needed. Clinical data for 53 patients who received gemcitabine–paclitaxel therapy (GP) as 2nd-line chemotherapy for aUC refractory to platinum-based chemotherapy were retrospectively reviewed. The efficacy and tolerability of GP were evaluated, and the predictive value of phosphoglycerate kinase 1 (PGK1) immunostained in surgical specimens was investigated for treatment outcomes in 1st- and 2nd-line chemotherapy. GP was associated with an objective response rate of 35.8% and a median overall survival duration of 12.3 months. Multivariate analysis showed that PS2 and 1st- and 2nd-line non-response are independent predictors of worse progression-free survival and that PS2 and 1st-line non-response are independent predictors of worse overall survival. Adverse events were manageable, and no therapy-related deaths occurred. Non-response rates to 1st-line chemotherapy were significantly higher in patients with a high expression of PGK1 in the nucleus than in those with low expression (p = 0.006). Our study demonstrates the efficacy and tolerability of 2nd-line GP for patients with aUC who are refractory to platinum-based chemotherapy. Moreover, PGK1 in the nucleus was predictive values for resistance to platinum-based chemotherapy in aUC. Full article
(This article belongs to the Special Issue Biomarkers for Early Detection of Cancer: Molecular Aspects)
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19 pages, 2293 KiB  
Article
Integrated Multiomics Analysis of Salivary Exosomes to Identify Biomarkers Associated with Changes in Mood States and Fatigue
by Whitaker Cohn, Chunni Zhu, Jesus Campagna, Tina Bilousova, Patricia Spilman, Bruce Teter, Feng Li, Rong Guo, David Elashoff, Greg M. Cole, Alon Avidan, Kym Francis Faull, Julian Whitelegge, David T. W. Wong and Varghese John
Int. J. Mol. Sci. 2022, 23(9), 5257; https://doi.org/10.3390/ijms23095257 - 9 May 2022
Cited by 8 | Viewed by 3685
Abstract
Fatigue and other deleterious mood alterations resulting from prolonged efforts such as a long work shift can lead to a decrease in vigilance and cognitive performance, increasing the likelihood of errors during the execution of attention-demanding activities such as piloting an aircraft or [...] Read more.
Fatigue and other deleterious mood alterations resulting from prolonged efforts such as a long work shift can lead to a decrease in vigilance and cognitive performance, increasing the likelihood of errors during the execution of attention-demanding activities such as piloting an aircraft or performing medical procedures. Thus, a method to rapidly and objectively assess the risk for such cognitive fatigue would be of value. The objective of the study was the identification in saliva-borne exosomes of molecular signals associated with changes in mood and fatigue that may increase the risk of reduced cognitive performance. Using integrated multiomics analysis of exosomes from the saliva of medical residents before and after a 12 h work shift, we observed changes in the abundances of several proteins and miRNAs that were associated with various mood states, and specifically fatigue, as determined by a Profile of Mood States questionnaire. The findings herein point to a promising protein biomarker, phosphoglycerate kinase 1 (PGK1), that was associated with fatigue and displayed changes in abundance in saliva, and we suggest a possible biological mechanism whereby the expression of the PGK1 gene is regulated by miR3185 in response to fatigue. Overall, these data suggest that multiomics analysis of salivary exosomes has merit for identifying novel biomarkers associated with changes in mood states and fatigue. The promising biomarker protein presents an opportunity for the development of a rapid saliva-based test for the assessment of these changes. Full article
(This article belongs to the Section Molecular Pathology, Diagnostics, and Therapeutics)
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