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Liu Q, Lin Z, Yue M, Wu J, Li L, Huang D, Fang Y, Zhang X, Hao T. Identification and validation of ferroptosis related markers in erythrocyte differentiation of umbilical cord blood-derived CD34 + cell by bioinformatic analysis. Front Genet 2024; 15:1365232. [PMID: 39139819 PMCID: PMC11319168 DOI: 10.3389/fgene.2024.1365232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 07/09/2024] [Indexed: 08/15/2024] Open
Abstract
Ferroptosis has been observed to play an important role during erythrocyte differentiation (ED). However, the biological gene markers and ferroptosis mechanisms in ED remain unknown. We downloaded the datasets of ED in human umbilical cord blood-derived CD34+ cells from the Gene Expression Omnibus database. Using median differentiation time, the sample was categorized into long and short groups. The differentially expressed ferroptosis-related genes (DE-FRGs) were screened using differential expression analysis. The enrichment analyses and a protein-protein interaction (PPI) network were conducted. To predict the ED stage, a logistic regression model was constructed using the least absolute shrinkage and selection operator (LASSO). Overall, 22 DE-FRGs were identified. Ferroptosis-related pathways were enriched using Gene Ontology and the Kyoto Encyclopedia of Genes and Genomes. Gene Set Enrichment Analysis and Gene Set Variation Analysis revealed the primary involvement of DE-FRGs in JAK-STAT, MAPK, PI3K-AKT-mTORC1, WNT, and NOTCH signaling pathways. Ten-hub DE-FRGs were obtained using PPI analysis. Furthermore, we constructed mRNA-microRNA (miRNA) and mRNA-transcription factor networks. Immune cell infiltration levels differed significantly during ED. LASSO regression analysis established a signature using six DE-FRGs (ATF3, CDH2, CHAC1, DDR2, DPP4, and GDF15) related to the ED stage. Bioinformatic analyses identified ferroptosis-associated genes during ED, which were further validated. Overall, we identified ferroptosis-related genes to predict their correlations in ED. Exploring the underlying mechanisms of ferroptosis may help us better understand pathophysiological changes in ED and provide new evidence for clinical transformation.
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Affiliation(s)
- Qian Liu
- Department of Cardiology, Binzhou Medical University Hospital, Binzhou, Shandong, China
| | - Ze Lin
- Shantou University Medical College, Shantou, Guangdong, China
| | - Minghui Yue
- Shantou University Medical College, Shantou, Guangdong, China
| | - Jianbo Wu
- Department of Cardiology, Binzhou Medical University Hospital, Binzhou, Shandong, China
| | - Lei Li
- Department of Cardiology, Binzhou Medical University Hospital, Binzhou, Shandong, China
| | - Daqi Huang
- Department of Cardiology, Binzhou Medical University Hospital, Binzhou, Shandong, China
| | - Yipeng Fang
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, China
| | - Xin Zhang
- Shantou University Medical College, Shantou, Guangdong, China
- Laboratory of Molecular Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
- Laboratory of Medical Molecular Imaging, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Tao Hao
- Department of Colorectal Surgery, Binzhou Medical University Hospital, Binzhou, Shandong, China
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2
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Kuttikrishnan S, Prabhu KS, Khan AQ, Uddin S. Signaling networks guiding erythropoiesis. Curr Opin Hematol 2024; 31:89-95. [PMID: 38335037 DOI: 10.1097/moh.0000000000000808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2024]
Abstract
PURPOSE OF REVIEW Cytokine-mediated signaling pathways, including JAK/STAT, PI3K/AKT, and Ras/MAPK pathways, play an important role in the process of erythropoiesis. These pathways are involved in the survival, proliferation, and differentiation function of erythropoiesis. RECENT FINDINGS The JAK/STAT pathway controls erythroid progenitor differentiation, proliferation, and survival. The PI3K/AKT signaling cascade facilitates erythroid progenitor survival, proliferation, and final differentiation. During erythroid maturation, MAPK, triggered by EPO, suppresses myeloid genes, while PI3K is essential for differentiation. Pro-inflammatory cytokines activate signaling pathways that can alter erythropoiesis like EPOR-triggered signaling, including survival, differentiation, and proliferation. SUMMARY A comprehensive understanding of signaling networks is crucial for the formulation of treatment approaches for hematologic disorders. Further investigation is required to fully understand the mechanisms and interactions of these signaling pathways in erythropoiesis.
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Affiliation(s)
| | | | | | - Shahab Uddin
- Translational Research Institute
- Dermatology Institute, Academic Health System, Hamad Medical Corporation
- Laboratory of Animal Center, Qatar University, Doha, Qatar
- Department of Biosciences, Integral University, Lucknow, Uttar Pradesh, India
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3
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Yu HC, Cui R, Chen MY, Du XY, Bai QR, Zhang SL, Guo JJ, Tong FC, Wu J. Regulation of Erythroid Differentiation via the HIF1α-NFIL3-PIM1 Signaling Axis Under Hypoxia. Antioxid Redox Signal 2024. [PMID: 38573002 DOI: 10.1089/ars.2023.0508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/05/2024]
Abstract
Aims: Erythropoiesis is controlled by several factors, including oxygen level under different circumstances. However, the role of hypoxia in erythroid differentiation and the underlying mechanisms are poorly understood. We studied the effect and mechanism of hypoxia on erythroid differentiation of K562 cells and observed the effect of hypoxia on early erythropoiesis of zebrafish. Results: Compared with normal oxygen culture, both hemin-induced erythroid differentiation of K562 cells and the early erythropoiesis of zebrafish were inhibited under hypoxic treatment conditions. Hypoxia-inducible factor 1 alpha (HIF1α) plays a major role in the response to hypoxia. Here, we obtained a stable HIF1α knockout K562 cell line using the CRISPR-Cas9 technology and further demonstrated that HIF1α knockout promoted hemin-induced erythroid differentiation of K562 cells under hypoxia. We demonstrated an HIF1-mediated induction of the nuclear factor interleukin-3 (NFIL3) regulated in K562 cells under hypoxia. Interestingly, a gradual decrease in NFIL3 expression was detected during erythroid differentiation of erythropoietin-induced CD34+ hematopoietic stem/progenitor cells (HSPCs) and hemin-induced K562 cells. Notably, erythroid differentiation was inhibited by enforced expression of NFIL3 under normoxia and was promoted by the knockdown of NFIL3 under hypoxia in hemin-treated K562 cells. In addition, a target of NFIL3, pim-1 proto-oncogene, serine/threonine kinase (PIM1), was obtained by RNA microarray after NFIL3 knockdown. PIM1 can rescue the inhibitory effect of NFIL3 on hemin-induced erythroid differentiation of K562 cells. Innovation and Conclusion: Our findings demonstrate that the HIF1α-NFIL3-PIM1 signaling axis plays an important role in erythroid differentiation under hypoxia. These results will provide useful clues for preventing the damage of acute hypoxia to erythropoiesis.
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Affiliation(s)
- Hai-Chuan Yu
- School of Medical Technology, Xinxiang Medical University, Xinxiang, China
| | - Rui Cui
- School of Medical Technology, Xinxiang Medical University, Xinxiang, China
| | - Meng-Yao Chen
- School of Medical Technology, Xinxiang Medical University, Xinxiang, China
| | - Xiao-Yan Du
- School of Pharmacy, Xinxiang Medical University, Xinxiang, China
| | - Qi-Rong Bai
- School of Pharmacy, Xinxiang Medical University, Xinxiang, China
| | - Shuang-Ling Zhang
- School of Medical Technology, Xinxiang Medical University, Xinxiang, China
| | - Jiao-Jie Guo
- School of Pharmacy, Xinxiang Medical University, Xinxiang, China
| | - Fang-Chao Tong
- School of Pharmacy, Xinxiang Medical University, Xinxiang, China
| | - Jiao Wu
- School of Pharmacy, Xinxiang Medical University, Xinxiang, China
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4
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Wang Z, Wang P, Zhang J, Gong H, Zhang X, Song J, Nie L, Peng Y, Li Y, Peng H, Cui Y, Li H, Hu B, Mi J, Liang L, Liu H, Zhang J, Ye M, Yazdanbakhsh K, Mohandas N, An X, Han X, Liu J. The novel GATA1-interacting protein HES6 is an essential transcriptional cofactor for human erythropoiesis. Nucleic Acids Res 2023; 51:4774-4790. [PMID: 36929421 PMCID: PMC10250228 DOI: 10.1093/nar/gkad167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 02/21/2023] [Accepted: 03/15/2023] [Indexed: 03/18/2023] Open
Abstract
Normal erythropoiesis requires the precise regulation of gene expression patterns, and transcription cofactors play a vital role in this process. Deregulation of cofactors has emerged as a key mechanism contributing to erythroid disorders. Through gene expression profiling, we found HES6 as an abundant cofactor expressed at gene level during human erythropoiesis. HES6 physically interacted with GATA1 and influenced the interaction of GATA1 with FOG1. Knockdown of HES6 impaired human erythropoiesis by decreasing GATA1 expression. Chromatin immunoprecipitation and RNA sequencing revealed a rich set of HES6- and GATA1-co-regulated genes involved in erythroid-related pathways. We also discovered a positive feedback loop composed of HES6, GATA1 and STAT1 in the regulation of erythropoiesis. Notably, erythropoietin (EPO) stimulation led to up-regulation of these loop components. Increased expression levels of loop components were observed in CD34+ cells of polycythemia vera patients. Interference by either HES6 knockdown or inhibition of STAT1 activity suppressed proliferation of erythroid cells with the JAK2V617F mutation. We further explored the impact of HES6 on polycythemia vera phenotypes in mice. The identification of the HES6-GATA1 regulatory loop and its regulation by EPO provides novel insights into human erythropoiesis regulated by EPO/EPOR and a potential therapeutic target for the management of polycythemia vera.
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Affiliation(s)
- Zi Wang
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
| | - Pan Wang
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
| | - Jieying Zhang
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
- Basic Medical Institute; Hongqiao International Institute of Medicine, Tongren Hospital; Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Han Gong
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
| | - Xuchao Zhang
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
| | - Jianhui Song
- Xiangya Hospital, Central South University, Changsha 410008, China
| | - Ling Nie
- Xiangya Hospital, Central South University, Changsha 410008, China
| | - Yuanliang Peng
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
| | - Yanan Li
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
| | - Hongling Peng
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
| | - Yajuan Cui
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
| | - Heng Li
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
| | - Bin Hu
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
| | - Jun Mi
- Basic Medical Institute; Hongqiao International Institute of Medicine, Tongren Hospital; Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Long Liang
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
| | - Hong Liu
- Xiangya Hospital, Central South University, Changsha 410008, China
| | - Ji Zhang
- Department of Clinical Laboratory, the First Affiliated Hospital, University of South China, Hengyang 421001, China
| | - Mao Ye
- Molecular Science and Biomedicine Laboratory, State Key Laboratory for Chemo/Biosensing and Chemometrics; College of Biology; College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China
| | | | - Narla Mohandas
- Red Cell Physiology Laboratory, NY Blood Center, NY 10065, USA
| | - Xiuli An
- Laboratory of Membrane Biology, NY Blood Center, NY 10065, USA
| | - Xu Han
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
| | - Jing Liu
- Department of Hematology, The Second Xiangya Hospital of Central South University; Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences; Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha 410011, China
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5
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Zhu S, Si J, Zhang H, Qi W, Zhang G, Yan X, Huang Y, Zhao M, Guo Y, Liang J, Lan G. Comparative Serum Proteome Analysis Indicates a Negative Correlation between a Higher Immune Level and Feed Efficiency in Pigs. Vet Sci 2023; 10:vetsci10050338. [PMID: 37235421 DOI: 10.3390/vetsci10050338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 04/27/2023] [Accepted: 05/06/2023] [Indexed: 05/28/2023] Open
Abstract
Identifying and verifying appropriate biomarkers is instrumental in improving the prediction of early-stage pig production performance while reducing the cost of breeding and production. The main factor that affects the production cost and environmental protection cost of the pig industry is the feed efficiency of pigs. This study aimed to detect the differentially expressed proteins in the early blood index determination serum between high-feed efficiency and low-feed efficiency pigs and to provide a basis for further identification of biomarkers using the isobaric tandem mass tag and parallel reaction monitoring approach. In total, 350 (age, 90 ± 2 d; body weight, 41.20 ± 4.60 kg) purebred Yorkshire pigs were included in the study, and their serum samples were obtained during the early blood index determination. The pigs were then arranged based on their feed efficiency; 24 pigs with extreme phenotypes were grouped as high-feed efficiency and low-feed efficiency, with 12 pigs in each group. A total of 1364 proteins were found in the serum, and 137 of them showed differential expression between the groups with high- and low-feed efficiency, with 44 of them being upregulated and 93 being downregulated. PRM (parallel reaction monitoring) was used to verify 10 randomly chosen differentially expressed proteins. The proteins that were differentially expressed were shown to be involved in nine pathways, including the immune system, digestive system, human diseases, metabolism, cellular processing, and genetic information processing, according to the KEGG and GO analyses. Moreover, all of the proteins enriched in the immune system were downregulated in the high-feed efficiency pigs, suggesting that a higher immune level may not be conducive to improving feed efficiency in pigs. This study provides insights into the important feed efficiency proteins and pathways in pigs, promoting the further development of protein biomarkers for predicting and improving porcine feed efficiency.
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Affiliation(s)
- Siran Zhu
- College of Animal Science & Technology, Guangxi University, Nanning 530004, China
| | - Jinglei Si
- College of Animal Science & Technology, Guangxi University, Nanning 530004, China
- Guangxi State Farms Yongxin Animal Husbandry Group Co., Ltd., Nanning 530004, China
| | - Huijie Zhang
- Guangxi Botanical Garden of Medicinal Plants, Nanning 530023, China
| | - Wenjing Qi
- College of Animal Science & Technology, Guangxi University, Nanning 530004, China
| | - Guangjie Zhang
- College of Animal Science & Technology, Guangxi University, Nanning 530004, China
| | - Xueyu Yan
- College of Animal Science & Technology, Guangxi University, Nanning 530004, China
| | - Ye Huang
- College of Animal Science & Technology, Guangxi University, Nanning 530004, China
| | - Mingwei Zhao
- College of Animal Science & Technology, Guangxi University, Nanning 530004, China
| | - Yafen Guo
- College of Animal Science & Technology, Guangxi University, Nanning 530004, China
| | - Jing Liang
- College of Animal Science & Technology, Guangxi University, Nanning 530004, China
| | - Ganqiu Lan
- College of Animal Science & Technology, Guangxi University, Nanning 530004, China
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6
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Zong J, Shen J, Liu X, Liu J, Zhang J, Zhou C, Fan Y, Jin Y. Lithium Chloride Promotes Milk Protein and Fat Synthesis in Bovine Mammary Epithelial Cells via HIF-1α and β-Catenin Signaling Pathways. Biol Trace Elem Res 2023; 201:180-195. [PMID: 35080710 DOI: 10.1007/s12011-022-03131-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 01/21/2022] [Indexed: 01/11/2023]
Abstract
Lithium is one of the trace elements with many physiological properties, such as being anti-cancer, anti-viral, and anti-inflammatory. However, little is known about its effect on milk synthesis during lactation. Therefore, we selected different concentrations (5 mM, 10 mM, and 20 mM) of lithium chloride (LiCl) and assessed the effect of LiCl on bovine mammary epithelial (MAC-T) cells that underwent 4 days of differentiation induction. Moreover, we analyzed the effect of LiCl on the expression of genes related to milk fat and milk protein synthesis. Herein, LiCl (5-20 mM) significantly increased the expression of β-casein, promoted mRNA expression and phosphorylated protein expression of the signal transduction molecule and activator of transcription 5β (STAT5-β), and inhibited mRNA and protein expression of suppressor of cytokine signaling 2 (SOCS2). In contrast, 5 and 10 mM LiCl significantly inhibited expression of SOCS3. LiCl at concentration of 5-20 mM enhanced phosphorylation level of mTOR protein; at 10 mM and 20 mM, LiCl significantly promoted expression and phosphorylation of downstream ribosomal protein S6 kinase beta-1 (S6K1) protein. Considering milk fat synthesis, mRNA expression of acetyl CoA carboxylase (ACC) and lipoprotein lipase (LPL) genes was considerably increased in the presence of LiCl (5-20 mM). Additionally, increased protein expression levels of stearoyl-CoA desaturase (SCD), peroxisome proliferator-activated receptor-γ (PPARγ), and sterol regulatory element-binding protein 1 (SREBP1) were observed at all LiCl concentrations tested. Subsequently, LiCl (5-20 mM) significantly promoted protein expression and phosphorylation of β-catenin, while 10 mM and 20 mM of LiCl significantly promoted protein expression of hypoxia-inducible factor-1α (HIF-1α). Collectively, it has been shown that 10 mM LiCl can effectively activate HIF-1α, β-catenin, and β-catenin downstream signaling pathways. Conversely, at 10 mM, LiCl inhibited SOCS2 and SOCS3 protein expression through JAK2/STAT5, mTOR, and SREBP1 signaling pathways, improving synthesis of milk protein and fat. Therefore, LiCl can be used as a potential nutrient to regulate milk synthesis in dairy cows.
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Affiliation(s)
- Jinxin Zong
- Department of Animal Science, College of Animal Science, Jilin University, Changchun, 130062, People's Republic of China
| | - Jinglin Shen
- Department of Animal Science, College of Animal Science, Jilin University, Changchun, 130062, People's Republic of China
| | - Xinlu Liu
- Department of Animal Science, College of Animal Science, Jilin University, Changchun, 130062, People's Republic of China
| | - Jiayi Liu
- Department of Animal Science, College of Animal Science, Jilin University, Changchun, 130062, People's Republic of China
| | - Jing Zhang
- Department of Animal Science, College of Animal Science, Jilin University, Changchun, 130062, People's Republic of China
| | - Changhai Zhou
- Department of Animal Science, College of Animal Science, Jilin University, Changchun, 130062, People's Republic of China
| | - Yating Fan
- Department of Animal Science, College of Animal Science, Jilin University, Changchun, 130062, People's Republic of China
| | - Yongcheng Jin
- Department of Animal Science, College of Animal Science, Jilin University, Changchun, 130062, People's Republic of China.
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7
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Bocher O, Ludwig TE, Oglobinsky MS, Marenne G, Deleuze JF, Suryakant S, Odeberg J, Morange PE, Trégouët DA, Perdry H, Génin E. Testing for association with rare variants in the coding and non-coding genome: RAVA-FIRST, a new approach based on CADD deleteriousness score. PLoS Genet 2022; 18:e1009923. [PMID: 36112662 PMCID: PMC9518893 DOI: 10.1371/journal.pgen.1009923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 09/28/2022] [Accepted: 08/15/2022] [Indexed: 11/18/2022] Open
Abstract
Rare variant association tests (RVAT) have been developed to study the contribution of rare variants widely accessible through high-throughput sequencing technologies. RVAT require to aggregate rare variants in testing units and to filter variants to retain only the most likely causal ones. In the exome, genes are natural testing units and variants are usually filtered based on their functional consequences. However, when dealing with whole-genome sequence (WGS) data, both steps are challenging. No natural biological unit is available for aggregating rare variants. Sliding windows procedures have been proposed to circumvent this difficulty, however they are blind to biological information and result in a large number of tests. We propose a new strategy to perform RVAT on WGS data: “RAVA-FIRST” (RAre Variant Association using Functionally-InfoRmed STeps) comprising three steps. (1) New testing units are defined genome-wide based on functionally-adjusted Combined Annotation Dependent Depletion (CADD) scores of variants observed in the gnomAD populations, which are referred to as “CADD regions”. (2) A region-dependent filtering of rare variants is applied in each CADD region. (3) A functionally-informed burden test is performed with sub-scores computed for each genomic category within each CADD region. Both on simulations and real data, RAVA-FIRST was found to outperform other WGS-based RVAT. Applied to a WGS dataset of venous thromboembolism patients, we identified an intergenic region on chromosome 18 enriched for rare variants in early-onset patients. This region that was missed by standard sliding windows procedures is included in a TAD region that contains a strong candidate gene. RAVA-FIRST enables new investigations of rare non-coding variants in complex diseases, facilitated by its implementation in the R package Ravages.
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Affiliation(s)
- Ozvan Bocher
- Univ Brest, Inserm, EFS, UMR 1078, GGB, Brest, France
- Institute of Translational Genomics, Helmholtz Zentrum München, Munich, Germany
- * E-mail:
| | - Thomas E. Ludwig
- Univ Brest, Inserm, EFS, UMR 1078, GGB, Brest, France
- CHU Brest, Brest, France
| | | | | | - Jean-François Deleuze
- Centre National de Recherche en Génomique Humaine CNRGH, Institut de Biologie François Jacob, Université Paris Saclay, CEA, Evry, France
| | - Suryakant Suryakant
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, team ELEANOR, UMR 1219, Bordeaux, France
| | - Jacob Odeberg
- Science for Life Laboratory, Department of Protein Science, CBH, KTH Royal Institute of Technology, Stockholm, Sweden
- Department of Clinical Medicine, Faculty of Health Science, The Arctic University of Tromsö, Tromsö, Norway
| | | | - David-Alexandre Trégouët
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, team ELEANOR, UMR 1219, Bordeaux, France
| | - Hervé Perdry
- CESP Inserm, U1018, UFR Médecine, Univ Paris-Sud, Université Paris-Saclay, Villejuif, France
| | - Emmanuelle Génin
- Univ Brest, Inserm, EFS, UMR 1078, GGB, Brest, France
- CHU Brest, Brest, France
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8
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Ortiz-González A, González-Pérez PP, Cárdenas-García M, Hernández-Linares MG. In silico Prediction on the PI3K/AKT/mTOR Pathway of the Antiproliferative Effect of O. joconostle in Breast Cancer Models. Cancer Inform 2022; 21:11769351221087028. [PMID: 35356703 PMCID: PMC8958723 DOI: 10.1177/11769351221087028] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 02/22/2022] [Indexed: 01/21/2023] Open
Abstract
The search for new cancer treatments from traditional medicine involves developing studies to understand at the molecular level different cell signaling pathways involved in cancer development. In this work, we present a model of the PI3K/Akt/mTOR pathway, which plays a key role in cell cycle regulation and is related to cell survival, proliferation, and growth in cancer, as well as resistance to antitumor therapies, so finding drugs that act on this pathway is ideal to propose a new adjuvant treatment. The aim of this work was to model, simulate and predict in silico using the Big Data-Cellulat platform the possible targets in the PI3K/Akt/mTOR pathway on which the Opuntia joconostle extract acts, as well as to indicate the concentration range to be used to find the mean lethal dose in in vitro experiments on breast cancer cells. The in silico results show that, in a cancer cell, the activation of JAK and STAT, as well as PI3K and Akt is related to the effect of cell proliferation, angiogenesis, and inhibition of apoptosis, and that the extract of O. joconostle has an antiproliferative effect on breast cancer cells by inhibiting cell proliferation, regulating the cell cycle and inhibiting apoptosis through this signaling pathway . In vitro it was demonstrated that the extract shows an antiproliferative effect, causing the arrest of cells in the G2/M phase of the cell cycle. Therefore, it is concluded that the use of in silico tools is a valuable method to perform virtual experiments and discover new treatments. The use of this type of model supports in vitro experimentation, reducing the costs and number of experiments in the real laboratory.
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Affiliation(s)
- Alejandra Ortiz-González
- Laboratorio de Fisiología Celular, Facultad de Medicina, Benemérita Universidad Autónoma de Puebla, Puebla, PUE, México
| | - Pedro Pablo González-Pérez
- Departamento de Matemáticas Aplicadas y Sistemas, Universidad Autónoma Metropolitana, Unidad Cuajimalpa, México
| | - Maura Cárdenas-García
- Laboratorio de Fisiología Celular, Facultad de Medicina, Benemérita Universidad Autónoma de Puebla, Puebla, PUE, México
| | - María Guadalupe Hernández-Linares
- Laboratorio de Investigación del Jardín Botánico, Centro de Química, Instituto de Ciencias, Benemérita Universidad Autónoma de Puebla, Puebla, PUE, México
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9
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Zhang XZ, Li FH, Wang XJ. Regulation of Tripartite Motif-Containing Proteins on Immune Response and Viral Evasion. Front Microbiol 2021; 12:794882. [PMID: 34925304 PMCID: PMC8671828 DOI: 10.3389/fmicb.2021.794882] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 11/08/2021] [Indexed: 12/21/2022] Open
Abstract
Tripartite motif-containing proteins (TRIMs), exhibiting ubiquitin E3 ligase activity, are involved in regulation of not only autophagy and apoptosis but also pyrotosis and antiviral immune responses of host cells. TRIMs play important roles in modulating signaling pathways of antiviral immune responses via type I interferon, NF-κB, Janus kinase/signal transducer and activator of transcription (JAK/STAT), and Nrf2. However, viruses are able to antagonize TRIM activity or evenly utilize TRIMs for viral replication. This communication presents the current understanding of TRIMs exploited by viruses to evade host immune response.
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Affiliation(s)
- Xiu-Zhong Zhang
- Key Laboratory of Animal Epidemiology of the Ministry of Agriculture, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Fu-Huang Li
- Beijing General Station of Animal Husbandry Service (South Section), Beijing, China
| | - Xiao-Jia Wang
- Key Laboratory of Animal Epidemiology of the Ministry of Agriculture, College of Veterinary Medicine, China Agricultural University, Beijing, China
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10
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Miura R, Ikeda-Araki A, Ishihara T, Miyake K, Miyashita C, Nakajima T, Kobayashi S, Ishizuka M, Kubota T, Kishi R. Effect of prenatal exposure to phthalates on epigenome-wide DNA methylations in cord blood and implications for fetal growth: The Hokkaido Study on Environment and Children's Health. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 783:147035. [PMID: 33872906 DOI: 10.1016/j.scitotenv.2021.147035] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 02/22/2021] [Accepted: 04/05/2021] [Indexed: 05/16/2023]
Abstract
Prenatal exposure to phthalates negatively affects the offspring's health. In particular, epigenetic alterations, such as DNA methylation, may connect phthalate exposure with health outcomes. Here, we evaluated the association of di-2-ethylhexyl phthalate (DEHP) exposure in utero with cord blood epigenome-wide DNA methylation in 203 mother-child pairs enrolled in the Hokkaido Study on Environment and Children's Health, using the Illumina HumanMethylation450 BeadChip. Epigenome-wide association analysis demonstrated the predominant positive associations between the levels of the primary metabolite of DEHP, mono(2-ethylhexyl) phthalate (MEHP), in maternal blood and DNA methylation levels in cord blood. The genes annotated to the CpGs positively associated with MEHP levels were enriched for pathways related to metabolism, the endocrine system, and signal transduction. Among them, methylation levels of CpGs involved in metabolism were inversely associated with the offspring's ponderal index (PI). Further, clustering and mediation analyses suggested that multiple increased methylation changes may jointly mediate the association of DEHP exposure in utero with the offspring's PI at birth. Although further studies are required to assess the impact of these changes, this study suggests that differential DNA methylation may link phthalate exposure in utero to fetal growth and further imply that DNA methylation has predictive value for the offspring's obesity.
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Affiliation(s)
- Ryu Miura
- Hokkaido University Center for Environmental and Health Sciences, Sapporo, Japan
| | - Atsuko Ikeda-Araki
- Hokkaido University Center for Environmental and Health Sciences, Sapporo, Japan; Hokkaido University Faculty of Health Sciences Japan
| | - Toru Ishihara
- Hokkaido University Center for Environmental and Health Sciences, Sapporo, Japan; Graduate School of Human Development and Environment, Kobe University, Kobe, Japan
| | - Kunio Miyake
- Departments of Health Sciences, Interdisciplinary Graduate School of Medicine and Engineering, University of Yamanashi, Yamanashi, Japan
| | - Chihiro Miyashita
- Hokkaido University Center for Environmental and Health Sciences, Sapporo, Japan
| | - Tamie Nakajima
- College of Life and Health Sciences, Chubu University, Aichi, Japan
| | - Sumitaka Kobayashi
- Hokkaido University Center for Environmental and Health Sciences, Sapporo, Japan
| | - Mayumi Ishizuka
- Department of Environmental Veterinary Sciences, Graduate School of Veterinary Medicine, Hokkaido University, Sapporo, Japan
| | - Takeo Kubota
- Faculty of Child Studies, Seitoku University, Chiba, Japan
| | - Reiko Kishi
- Hokkaido University Center for Environmental and Health Sciences, Sapporo, Japan.
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11
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Ma X, Shi Y. Whether erythropoietin can be a neuroprotective agent against premature brain injury: cellular mechanisms and clinical efficacy. Curr Neuropharmacol 2021; 20:611-629. [PMID: 34030616 DOI: 10.2174/1570159x19666210524154519] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 04/27/2021] [Accepted: 05/08/2021] [Indexed: 11/22/2022] Open
Abstract
Preterm infants are at high risk of brain injury. With more understanding of the preterm brain injury's pathogenesis, neuroscientists are looking for more effective methods to prevent and treat it, among which erythropoietin (Epo) is considered as a prime candidate. This review tries to clarify the possible mechanisms of Epo in preterm neuroprotection and summarize updated evidence considering Epo as a pharmacological neuroprotective strategy in animal models and clinical trials. To date, various animal models have validated that Epo is an anti-apoptotic, anti-inflammatory, anti-oxidant, anti-excitotoxic, neurogenetic, erythropoietic, angiogenetic, and neurotrophic agent, thus preventing preterm brain injury. However, although the scientific rationale and preclinical data for Epo's neuroprotective effect are promising, when translated to bedside, the results vary in different studies, especially in its long-term efficacy. Based on existing evidence, it is still too early to recommend Epo as the standard treatment for preterm brain injury.
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Affiliation(s)
- Xueling Ma
- Department of Neonatology, Children's Hospital of Chongqing Medical University; National Clinical Research Center for Child Health and Disorders; Ministry of Education Key Laboratory of Child Development and Disorders; Chongqing 400014, China
| | - Yuan Shi
- Department of Neonatology, Children's Hospital of Chongqing Medical University; National Clinical Research Center for Child Health and Disorders; Ministry of Education Key Laboratory of Child Development and Disorders; Chongqing 400014, China
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12
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Diklić M, Mitrović-Ajtić O, Subotički T, Djikić D, Kovačić M, Bjelica S, Beleslin-Čokić B, Tošić M, Leković D, Gotić M, Santibanez JF, Čokić VP. IL6 inhibition of inflammatory S100A8/9 proteins is NF-κB mediated in essential thrombocythemia. Cell Biochem Funct 2019; 38:362-372. [PMID: 31885098 DOI: 10.1002/cbf.3482] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 10/24/2019] [Accepted: 12/15/2019] [Indexed: 11/07/2022]
Abstract
This study has been performed to determine the mechanism of activation of the myeloid related S100A proteins by inflammatory cytokines in myeloproliferative neoplasm (MPN). Besides microarray analysis of MPN-derived CD34+ cells, we analysed the pro-inflammatory IL6 and anti-inflammatory IL10 dependence of NF-κB, PI3K-AKT, and JAK-STAT signalling during induction of S100A proteins in mononuclear cells of MPN, by immunoblotting and flow cytometry. We observed the reduced gene expression linked to NF-κB and inflammation signalling in MPN-derived CD34+ cells. Both IL6 and IL10 reduced S100A8 and 100A9 protein levels mediated via NF-κB and PI3K signalling, respectively, in mononuclear cells of essential thrombocythemia (ET). We also determined the increased percentage of S100A8 and S100A9 positive granulocytes in ET and primary myelofibrosis, upgraded by the JAK2V617F mutant allele burden. S100A8/9 heterodimer induced JAK1/2-dependent mitotic arrest of the ET-derived granulocytes. SIGNIFICANCE OF THE STUDY: We demonstrated that inflammation reduced the myeloid related S100A8/9 proteins by negative feedback mechanism in ET. S100A8/9 can be a diagnostic marker of inflammation in MPN, supported by the concomitant NF-κB and JAK1/2 signalling inhibition in regulation of myeloproliferation and therapy of MPN.
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Affiliation(s)
- Miloš Diklić
- Department of Molecular Oncology, Institute for Medical Research, University of Belgrade, Belgade, Serbia
| | - Olivera Mitrović-Ajtić
- Department of Molecular Oncology, Institute for Medical Research, University of Belgrade, Belgade, Serbia
| | - Tijana Subotički
- Department of Molecular Oncology, Institute for Medical Research, University of Belgrade, Belgade, Serbia
| | - Dragoslava Djikić
- Department of Molecular Oncology, Institute for Medical Research, University of Belgrade, Belgade, Serbia
| | - Marijana Kovačić
- Department of Molecular Oncology, Institute for Medical Research, University of Belgrade, Belgade, Serbia
| | - Sunčica Bjelica
- Department of Molecular Oncology, Institute for Medical Research, University of Belgrade, Belgade, Serbia
| | - Bojana Beleslin-Čokić
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Genetic Laboratory, Clinical Center of Serbia, Belgrade, Serbia
| | - Milica Tošić
- Department of Molecular Oncology, Institute for Medical Research, University of Belgrade, Belgade, Serbia
| | - Danijela Leković
- Clinic of Hematology, Clinical Center of Serbia, Belgrade, Serbia.,School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Mirjana Gotić
- Clinic of Hematology, Clinical Center of Serbia, Belgrade, Serbia.,School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Juan F Santibanez
- Department of Molecular Oncology, Institute for Medical Research, University of Belgrade, Belgade, Serbia
| | - Vladan P Čokić
- Department of Molecular Oncology, Institute for Medical Research, University of Belgrade, Belgade, Serbia
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13
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Li X, Kong C, Fan Y, Liu J, Lu W, Meng C, Li A, Zhai A, Yan B, Song W, Han X. Demethylation of SOCS1 mediates its abnormally high expression in ovarian cancer. Oncol Lett 2019; 18:1330-1336. [PMID: 31423194 PMCID: PMC6607400 DOI: 10.3892/ol.2019.10451] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 04/26/2019] [Indexed: 11/28/2022] Open
Abstract
The present study aimed to investigate the association between methylation and the high expression of the suppressor of cytokine signaling 1 (SOCS1) in ovarian cancer by detecting the methylation rate and the degree of expression. The present study investigated the expression of SOCS1 mRNA and SOCS1 protein in ovarian cancer and normal ovary tissues using reverse transcription-quantitative polymerase chain reaction (PCR) and immunohistochemistry, and the methylation status of the CpG islands of SOCS1 mRNA in ovarian cancer tissue were examined using a methylation-specific PCR. The expression levels of SOCS1 mRNA in ovarian cancer specimens were significantly increased compared with that in the normal ovary tissues (P=0.0215). Consistent with this, the expression levels of SOCS1 protein in ovarian cancer specimens were significantly increased, while the methylation rate of SOCS1 mRNA was significantly decreased compared with that in the normal ovary tissues. Therefore, it may be concluded that the low methylation rate of SOCS1 mRNA in ovarian cancer increased the expression of SOCS1 mRNA, which may serve a role in the development of ovarian cancer.
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Affiliation(s)
- Xuejiao Li
- Department of Microbiology, Harbin Medical University, Wu Lien-Teh Institute, The Heilongjiang Key Laboratory of Immunity and Infection, The Key Laboratory of Pathogenic Biology, Heilongjiang Higher Education Institutions, Harbin, Heilongjiang 150081, P.R. China
| | - Chuimiao Kong
- Department of Gynecology Endoscopy Section, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150081, P.R. China
| | - Yuchun Fan
- Department of Gynecology Endoscopy Section, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150081, P.R. China
| | - Jia Liu
- Department of Gynecology Endoscopy Section, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150081, P.R. China
| | - Weiyuan Lu
- Department of Gynecology Endoscopy Section, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150081, P.R. China
| | - Caiyun Meng
- Department of Microbiology, Harbin Medical University, Wu Lien-Teh Institute, The Heilongjiang Key Laboratory of Immunity and Infection, The Key Laboratory of Pathogenic Biology, Heilongjiang Higher Education Institutions, Harbin, Heilongjiang 150081, P.R. China
| | - Aimei Li
- Department of Microbiology, Harbin Medical University, Wu Lien-Teh Institute, The Heilongjiang Key Laboratory of Immunity and Infection, The Key Laboratory of Pathogenic Biology, Heilongjiang Higher Education Institutions, Harbin, Heilongjiang 150081, P.R. China
| | - Aixia Zhai
- Department of Microbiology, Harbin Medical University, Wu Lien-Teh Institute, The Heilongjiang Key Laboratory of Immunity and Infection, The Key Laboratory of Pathogenic Biology, Heilongjiang Higher Education Institutions, Harbin, Heilongjiang 150081, P.R. China
| | - Bingqing Yan
- Department of Microbiology, Harbin Medical University, Wu Lien-Teh Institute, The Heilongjiang Key Laboratory of Immunity and Infection, The Key Laboratory of Pathogenic Biology, Heilongjiang Higher Education Institutions, Harbin, Heilongjiang 150081, P.R. China
| | - Wuqi Song
- Department of Microbiology, Harbin Medical University, Wu Lien-Teh Institute, The Heilongjiang Key Laboratory of Immunity and Infection, The Key Laboratory of Pathogenic Biology, Heilongjiang Higher Education Institutions, Harbin, Heilongjiang 150081, P.R. China
| | - Xu Han
- Department of Gynecology Endoscopy Section, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150081, P.R. China
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14
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Zhang J, Sun N, Guo W, Wu X, Yang X, Jin H, Zhang Y, Wu X, Zhang F, Hu L, Hu H, Gao Y. Identification of NPAC as a novel biomarker and regulator for hepatocellular carcinoma. J Cell Biochem 2019; 120:8228-8237. [PMID: 30474880 DOI: 10.1002/jcb.28106] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 11/29/2018] [Indexed: 01/24/2023]
Abstract
OBJECTIVE Hepatocellular carcinoma (HCC) has a high morbidity and mortality around the world, yet the effective therapeutic option for HCC is still limited. NPAC, also known as glyoxylate reductase 1 homolog, is a new nuclear protein recently implicated in tumor biology. However, the role of NPAC in HCC remains unclear. The present study aimed to evaluate the clinical significance and potential role of NPAC in HCC. METHODS The NPAC expression in HCC tissues and matched adjacent normal tissues was detected by real-time polymerase chain reaction, immunohistochemistry (IHC), and Western blot analysis. The clinical significance of the expression of NPAC in HCC was assessed by the Kaplan-Meier survival curve and the Cox regression model. In addition, we established a doxiline-induced overexpression of the NPAC system. The effects of NPAC on HCC cell proliferation, migration, and apoptosis were checked by CCK-8 proliferation assays, transwell, and flow cytometry, respectively. RESULTS The NPAC expression was significantly downregulated in HCC tissues and HCC cell lines. NPAC reduction was significantly correlated with poorer survival among patients with HCC, and the multivariate analysis confirmed its independent prognostic value. Furthermore, overexpression of NPAC dramatically suppressed the proliferation of HCC cells and promoted HCC cells apoptosis. Besides, the levels of phosphorylation of janus kinase 2 (JAK2) and signal transduction and activator 3 (STAT3) were significantly reduced after overexpression of NPAC in HCC cell lines. CONCLUSIONS These results suggest that NPAC may play an important role in the development and progression of HCC, and can act as a novel potential prognostic biomarker and therapeutic target for HCC.
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Affiliation(s)
- Jiecheng Zhang
- Department of PI-WEI, PI-WEI Institute, Guangzhou University of Chinese Medicine, Guangzhou, China.,Department of Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Nannan Sun
- State Key Laboratory of Ophthalmology, Department of Glaucoma, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Wenfeng Guo
- Department of PI-WEI, PI-WEI Institute, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xiaojie Wu
- Department of Immunology, Binzhou Medical University, Yantai, China
| | - Xiaoying Yang
- Department of Pathogen Biology and Immunology and Laboratory of Infection and Immunity, Jiangsu Key Laboratory of Immunity and Metabolism, Xuzhou Medical University, Xuzhou, China
| | - Haiyong Jin
- Department of Otolaryngology, The Second Affiliated Hospital & Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yueling Zhang
- Department of Operating Theatre, Binzhou People's Hospital, Binzhou, China
| | - Xiaoting Wu
- Department of Operating Theatre, Binzhou People's Hospital, Binzhou, China
| | - Fenglian Zhang
- Department of Operating Theatre, Binzhou People's Hospital, Binzhou, China
| | - Ling Hu
- Department of PI-WEI, PI-WEI Institute, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Huiling Hu
- Department of Clinical Laboratory, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yong Gao
- Department of PI-WEI, PI-WEI Institute, Guangzhou University of Chinese Medicine, Guangzhou, China
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15
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Maturation-associated gene expression profiles during normal human bone marrow erythropoiesis. Cell Death Discov 2019; 5:69. [PMID: 30854228 PMCID: PMC6395734 DOI: 10.1038/s41420-019-0151-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 11/23/2018] [Accepted: 11/29/2018] [Indexed: 02/07/2023] Open
Abstract
Erythropoiesis has been extensively studied using in vitro and in vivo animal models. Despite this, there is still limited data about the gene expression profiles (GEP) of primary (ex vivo) normal human bone marrow (BM) erythroid maturation. We investigated the GEP of nucleated red blood cell (NRBC) precursors during normal human BM erythropoiesis. Three maturation-associated populations of NRBC were identified and purified from (fresh) normal human BM by flow cytometry and the GEP of each purified cell population directly analyzed using DNA-oligonucleotide microarrays. Overall, 6569 genes (19% of the genes investigated) were expressed in ≥1 stage of BM erythropoiesis at stable (e.g., genes involved in DNA process, cell signaling, protein organization and hemoglobin production) or variable amounts (e.g., genes related to cell differentiation, apoptosis, metabolism), the latter showing a tendency to either decrease from stage 1 to 3 (genes associated with regulation of erythroid differentiation and survival, e.g., SPI1, STAT5A) or increase from stage 2 to stage 3 (genes associated with autophagy, erythroid functions such as heme production, e.g., ALAS1, ALAS2), iron metabolism (e.g., ISCA1, SLC11A2), protection from oxidative stress (e.g., UCP2, PARK7), and NRBC enucleation (e.g., ID2, RB1). Interestingly, genes involved in apoptosis (e.g., CASP8, P2RX1) and immune response (e.g., FOXO3, TRAF6) were also upregulated in the last stage (stage 3) of maturation of NRBC precursors. Our results confirm and extend on previous observations and providing a frame of reference for better understanding the critical steps of human erythroid maturation and its potential alteration in patients with different clonal and non-clonal erythropoietic disorders.
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16
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Cui Y, Huang Y, Wu X, Zheng M, Xia Y, Fu Z, Ge H, Wang S, Xie H. Hypoxia‐induced tRNA‐derived fragments, novel regulatory factor for doxorubicin resistance in triple‐negative breast cancer. J Cell Physiol 2018; 234:8740-8751. [PMID: 30362543 DOI: 10.1002/jcp.27533] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 09/10/2018] [Indexed: 12/31/2022]
Affiliation(s)
- Yangyang Cui
- Department of Breast Surgery The First Affiliated Hospital, Nanjing Medical University Nanjing China
| | - Yue Huang
- Department of Breast Surgery The First Affiliated Hospital, Nanjing Medical University Nanjing China
| | - Xiaowei Wu
- Department of Breast Surgery The First Affiliated Hospital, Nanjing Medical University Nanjing China
| | - Mingjie Zheng
- Department of Breast Surgery The First Affiliated Hospital, Nanjing Medical University Nanjing China
| | - Yiqin Xia
- Department of Breast Surgery The First Affiliated Hospital, Nanjing Medical University Nanjing China
| | - Ziyi Fu
- Department of Oncology The First Affiliated Hospital, Nanjing Medical University Nanjing China
- Medical Research Center, Nanjing Maternal and Child Health Medical Institute, Obstetrics and Gynecology Hospital Affiliated to Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital Nanjing China
- Obstetrics and Gynecology Department Northwestern University Chicago Illinois
| | - Han Ge
- Department of Breast Surgery The First Affiliated Hospital, Nanjing Medical University Nanjing China
| | - Shui Wang
- Department of Breast Surgery The First Affiliated Hospital, Nanjing Medical University Nanjing China
| | - Hui Xie
- Department of Breast Surgery The First Affiliated Hospital, Nanjing Medical University Nanjing China
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17
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Ostrowski D, Heinrich R. Alternative Erythropoietin Receptors in the Nervous System. J Clin Med 2018; 7:E24. [PMID: 29393890 PMCID: PMC5852440 DOI: 10.3390/jcm7020024] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Revised: 01/24/2018] [Accepted: 01/26/2018] [Indexed: 12/18/2022] Open
Abstract
In addition to its regulatory function in the formation of red blood cells (erythropoiesis) in vertebrates, Erythropoietin (Epo) contributes to beneficial functions in a variety of non-hematopoietic tissues including the nervous system. Epo protects cells from apoptosis, reduces inflammatory responses and supports re-establishment of compromised functions by stimulating proliferation, migration and differentiation to compensate for lost or injured cells. Similar neuroprotective and regenerative functions of Epo have been described in the nervous systems of both vertebrates and invertebrates, indicating that tissue-protective Epo-like signaling has evolved prior to its erythropoietic function in the vertebrate lineage. Epo mediates its erythropoietic function through a homodimeric Epo receptor (EpoR) that is also widely expressed in the nervous system. However, identification of neuroprotective but non-erythropoietic Epo splice variants and Epo derivatives indicated the existence of other types of Epo receptors. In this review, we summarize evidence for potential Epo receptors that might mediate Epo's tissue-protective function in non-hematopoietic tissue, with focus on the nervous system. In particular, besides EpoR, we discuss three other potential neuroprotective Epo receptors: (1) a heteroreceptor consisting of EpoR and common beta receptor (βcR), (2) the Ephrin (Eph) B4 receptor and (3) the human orphan cytokine receptor-like factor 3 (CRLF3).
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Affiliation(s)
- Daniela Ostrowski
- Department of Biology, Truman State University, Kirksville, MO 63501, USA.
| | - Ralf Heinrich
- Department of Cellular Neurobiology, Institute for Zoology, Georg-August-University Göttingen, 37073 Göttingen, Germany.
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18
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Toro L, Barrientos V, León P, Rojas M, Gonzalez M, González-Ibáñez A, Illanes S, Sugikawa K, Abarzúa N, Bascuñán C, Arcos K, Fuentealba C, Tong AM, Elorza AA, Pinto ME, Alzamora R, Romero C, Michea L. Erythropoietin induces bone marrow and plasma fibroblast growth factor 23 during acute kidney injury. Kidney Int 2018; 93:1131-1141. [PMID: 29395333 DOI: 10.1016/j.kint.2017.11.018] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2017] [Revised: 10/26/2017] [Accepted: 11/09/2017] [Indexed: 12/13/2022]
Abstract
It is accepted that osteoblasts/osteocytes are the major source for circulating fibroblast growth factor 23 (FGF23). However, erythropoietic cells of bone marrow also express FGF23. The modulation of FGF23 expression in bone marrow and potential contribution to circulating FGF23 has not been well studied. Moreover, recent studies show that plasma FGF23 may increase early during acute kidney injury (AKI). Erythropoietin, a kidney-derived hormone that targets erythropoietic cells, increases in AKI. Here we tested whether an acute increase of plasma erythropoietin induces FGF23 expression in erythropoietic cells of bone marrow thereby contributing to the increase of circulating FGF23 in AKI. We found that erythroid progenitor cells of bone marrow express FGF23. Erythropoietin increased FGF23 expression in vivo and in bone marrow cell cultures via the homodimeric erythropoietin receptor. In experimental AKI secondary to hemorrhagic shock or sepsis in rodents, there was a rapid increase of plasma erythropoietin, and an induction of bone marrow FGF23 expression together with a rapid increase of circulating FGF23. Blockade of the erythropoietin receptor fully prevented the induction of bone marrow FGF23 and partially suppressed the increase of circulating FGF23. Finally, there was an early increase of both circulating FGF23 and erythropoietin in a cohort of patients with severe sepsis who developed AKI within 48 hours of admission. Thus, increases in plasma erythropoietin and erythropoietin receptor activation are mechanisms implicated in the increase of plasma FGF23 in AKI.
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Affiliation(s)
- Luis Toro
- Instituto de Ciencias Biomedicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile; Division of Nephrology, Department of Medicine, Hospital Clinico Universidad de Chile, Santiago, Chile; Centro de Investigacion Clinica Avanzada, Hospital Clinico Universidad de Chile, Santiago, Chile
| | - Víctor Barrientos
- Instituto de Ciencias Biomedicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile; Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Pablo León
- Instituto de Ciencias Biomedicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Macarena Rojas
- Instituto de Ciencias Biomedicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Magdalena Gonzalez
- Instituto de Ciencias Biomedicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Alvaro González-Ibáñez
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile; Center for Biomedical Research, Faculty of Biological Sciences and Faculty of Medicine, Universidad Andrés Bello, Santiago, Chile
| | - Sebastián Illanes
- Department of Obstetrics and Gynaecology, Faculty of Medicine, Universidad de los Andes, Santiago, Chile
| | | | - Néstor Abarzúa
- Instituto de Ciencias Biomedicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - César Bascuñán
- Instituto de Ciencias Biomedicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Katherine Arcos
- Instituto de Ciencias Biomedicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Carlos Fuentealba
- Instituto de Ciencias Biomedicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Ana María Tong
- Clinical Laboratory, Hospital Clinico Universidad de Chile, Santiago, Chile
| | - Alvaro A Elorza
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile; Center for Biomedical Research, Faculty of Biological Sciences and Faculty of Medicine, Universidad Andrés Bello, Santiago, Chile
| | | | - Rodrigo Alzamora
- Instituto de Ciencias Biomedicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile; Millennium Nucleus of Ion Channel-Associated Diseases (MiNICAD), Santiago, Chile
| | - Carlos Romero
- Critical Care Unit, Department of Medicine, Hospital Clínico Universidad de Chile, Santiago, Chile
| | - Luis Michea
- Instituto de Ciencias Biomedicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile; Division of Nephrology, Department of Medicine, Hospital Clinico Universidad de Chile, Santiago, Chile; Millennium Institute on Immunology and Immunotherapy, Santiago, Chile.
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19
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Liu Z, Feng Q, Sun P, Lu Y, Yang M, Zhang X, Jin X, Li Y, Lu SJ, Quan C. Genome-wide DNA methylation drives human embryonic stem cell erythropoiesis by remodeling gene expression dynamics. Epigenomics 2017; 9:1543-1558. [PMID: 29135282 DOI: 10.2217/epi-2017-0039] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM To investigate the role of DNA methylation during erythrocyte production by human embryonic stem cells (hESCs). METHODS We employed an erythroid differentiation model from hESCs, and then tracked the genome-wide DNA methylation maps and gene expression patterns through an Infinium HumanMethylation450K BeadChip and an Ilumina Human HT-12 v4 Expression Beadchip, respectively. RESULTS A negative correlation between DNA methylation and gene expression was substantially enriched during the later differentiation stage and was present in both the promoter and the gene body. Moreover, erythropoietic genes with differentially methylated CpG sites that were primarily enriched in nonisland regions were upregulated, and demethylation of their gene bodies was associated with the presence of enhancers and DNase I hypersensitive sites. Finally, the components of JAK-STAT-NF-κB signaling were DNA hypomethylated and upregulated, which targets the key genes for erythropoiesis. CONCLUSION Erythroid lineage commitment by hESCs requires genome-wide DNA methylation modifications to remodel gene expression dynamics.
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Affiliation(s)
- Zhijing Liu
- Department of Pathology, Qingdao Municipal Hospital, Affiliated with Qingdao University, 1 Jiaozhou Road, Qingdao 266000, Shandong, China
| | - Qiang Feng
- Vcanbio Center for Translational Biotechnology, 21 Strathmore Road, Natick, MA 01760, USA
| | - Pengpeng Sun
- Department of Critical Care Medicine, Qingdao Center Medical Group, Affiliated with Qingdao University, 127 Siliunan Road, Qingdao 266042, Shandong, China
| | - Yan Lu
- Department of Pathology, College of Basic Medical Sciences, Jilin University, 126 Xinmin Avenue, Changchun 130021, China
| | - Minlan Yang
- Department of Pathology, College of Basic Medical Sciences, Jilin University, 126 Xinmin Avenue, Changchun 130021, China
| | - Xiaowei Zhang
- Center for Translational Medicine, Central Hospital of Zibo, Affiliated with Shandong University, 54 Gongqingtuan Road, Zibo 255000, Shandong, China
| | - Xiangshu Jin
- Department of Pathology, College of Basic Medical Sciences, Jilin University, 126 Xinmin Avenue, Changchun 130021, China
| | - Yulin Li
- Department of Pathology, College of Basic Medical Sciences, Jilin University, 126 Xinmin Avenue, Changchun 130021, China
| | - Shi-Jiang Lu
- Vcanbio Center for Translational Biotechnology, 21 Strathmore Road, Natick, MA 01760, USA
| | - Chengshi Quan
- Department of Pathology, College of Basic Medical Sciences, Jilin University, 126 Xinmin Avenue, Changchun 130021, China
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Stolle M, Schulze J, Roemer A, Lenarz T, Durisin M, Warnecke A. Human Plasma Rich in Growth Factors Improves Survival and Neurite Outgrowth of Spiral Ganglion Neurons In Vitro. Tissue Eng Part A 2017; 24:493-501. [PMID: 28610547 DOI: 10.1089/ten.tea.2017.0120] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Platelet-rich and platelet-poor plasma (PRP and PPP) are autologous preparations from peripheral blood and contain several growth factors and cytokines involved in tissue repair. Although their neuroprotective and neuroregenerative properties have been already described, little is known about their effects in the inner ear. We, therefore, examined the effects of PRP and PPP on spiral ganglion neurons (SGN) in vitro. RESULTS For all experiments, spiral ganglia were isolated from neonatal rats and were cultured in serum-free medium. PRP from human venous blood was added to dissociated SGN. Treatment with PRP (1:10, 1:50) significantly increased the neuronal survival and the neuronal outgrowth of SGN. This effect was completely reversed by the addition of Bay 11 (nuclear factor kappa B-inhibitor) and SB203580 (p38 mitogen-activated protein kinase [p38MAPK]-inhibitor). Furthermore, PPP was used as a cell-free matrix for the attachment of spiral ganglion explants. Coating with activated PPP improved the adhesion and neurite outgrowth of spiral ganglia explants. Therefore, activated PPP is a promising alternative for poly d/l-ornithine and laminin coating due to the gelatinous composition through the activation of PPP with calcium gluconate. PRP promotes neuroprotective and neuroregenerative effects on SGN when administered in adequate concentrations. These beneficial effects seem to be depending on NF-κB and the p38MAPK pathways. CONCLUSION Preparations from autologous whole blood (PRP and PPP, respectively) present an interesting alternative for pharmacological intervention to the inner ear since they contain a balanced and natural composition of trophic factors.
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Affiliation(s)
- Michael Stolle
- 1 Department of Otolaryngology, Hannover Medical School , Hannover, Germany
| | - Jennifer Schulze
- 1 Department of Otolaryngology, Hannover Medical School , Hannover, Germany .,2 Cluster of Excellence of the German Research Foundation (DFG; "Deutsche Forschungsgemeinschaft") "Hearing4all", Hannover, Germany
| | - Ariane Roemer
- 1 Department of Otolaryngology, Hannover Medical School , Hannover, Germany
| | - Thomas Lenarz
- 1 Department of Otolaryngology, Hannover Medical School , Hannover, Germany .,2 Cluster of Excellence of the German Research Foundation (DFG; "Deutsche Forschungsgemeinschaft") "Hearing4all", Hannover, Germany
| | - Martin Durisin
- 1 Department of Otolaryngology, Hannover Medical School , Hannover, Germany
| | - Athanasia Warnecke
- 1 Department of Otolaryngology, Hannover Medical School , Hannover, Germany .,2 Cluster of Excellence of the German Research Foundation (DFG; "Deutsche Forschungsgemeinschaft") "Hearing4all", Hannover, Germany
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Microarray and Proteomic Analyses of Myeloproliferative Neoplasms with a Highlight on the mTOR Signaling Pathway. PLoS One 2015; 10:e0135463. [PMID: 26275051 PMCID: PMC4537205 DOI: 10.1371/journal.pone.0135463] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Accepted: 07/22/2015] [Indexed: 12/31/2022] Open
Abstract
The gene and protein expression profiles in myeloproliferative neoplasms (MPNs) may reveal gene and protein markers of a potential clinical relevance in diagnosis, treatment and prediction of response to therapy. Using cDNA microarray analysis of 25,100 unique genes, we studied the gene expression profile of CD34+ cells and granulocytes obtained from peripheral blood of subjects with essential thrombocythemia (ET), polycythemia vera (PV) and primary myelofibrosis (PMF). The microarray analyses of the CD34+ cells and granulocytes were performed from 20 de novo MPN subjects: JAK2 positive ET, PV, PMF subjects, and JAK2 negative ET/PMF subjects. The granulocytes for proteomic studies were pooled in 4 groups: PV with JAK2 mutant allele burden above 80%, ET with JAK2 mutation, PMF with JAK2 mutation and ET/PMF with no JAK2 mutation. The number of differentially regulated genes was about two fold larger in CD34+ cells compared to granulocytes. Thirty-six genes (including RUNX1, TNFRSF19) were persistently highly expressed, while 42 genes (including FOXD4, PDE4A) were underexpressed both in CD34+ cells and granulocytes. Using proteomic studies, significant up-regulation was observed for MAPK and PI3K/AKT signaling regulators that control myeloid cell apoptosis and proliferation: RAC2, MNDA, S100A8/9, CORO1A, and GNAI2. When the status of the mTOR signaling pathway related genes was analyzed, PI3K/AKT regulators were preferentially up-regulated in CD34+ cells of MPNs, with down-regulated major components of the protein complex EIF4F. Molecular profiling of CD34+ cells and granulocytes of MPN determined gene expression patterns beyond their recognized function in disease pathogenesis that included dominant up-regulation of PI3K/AKT signaling.
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Gajzer D, Ross J, Winder L, Navada S, Zhang W, Silverman L, Chaurasia P. Epigenetic and molecular signatures of cord blood CD34+cells treated with histone deacetylase inhibitors. Vox Sang 2015; 110:79-89. [DOI: 10.1111/vox.12303] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2015] [Revised: 04/01/2015] [Accepted: 04/27/2015] [Indexed: 12/23/2022]
Affiliation(s)
- D. Gajzer
- Division of Hematology/Medical Oncology; Department of Medicine; Tisch Cancer Institute; Icahn School of Medicine at Mount Sinai; New York NY USA
| | - J. Ross
- Division of Hematology/Medical Oncology; Department of Medicine; Tisch Cancer Institute; Icahn School of Medicine at Mount Sinai; New York NY USA
| | - L. Winder
- Division of Hematology/Medical Oncology; Department of Medicine; Tisch Cancer Institute; Icahn School of Medicine at Mount Sinai; New York NY USA
| | - S. Navada
- Division of Hematology/Medical Oncology; Department of Medicine; Tisch Cancer Institute; Icahn School of Medicine at Mount Sinai; New York NY USA
| | - W. Zhang
- Department of Medicine Bioinformatics Core; Icahn School of Medicine at Mount Sinai; New York NY USA
| | - L. Silverman
- Division of Hematology/Medical Oncology; Department of Medicine; Tisch Cancer Institute; Icahn School of Medicine at Mount Sinai; New York NY USA
| | - P. Chaurasia
- Division of Hematology/Medical Oncology; Department of Medicine; Tisch Cancer Institute; Icahn School of Medicine at Mount Sinai; New York NY USA
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Yamada O, Kawauchi K. The role of the JAK-STAT pathway and related signal cascades in telomerase activation during the development of hematologic malignancies. JAKSTAT 2013; 2:e25256. [PMID: 24416646 PMCID: PMC3876434 DOI: 10.4161/jkst.25256] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2013] [Revised: 05/25/2013] [Accepted: 06/03/2013] [Indexed: 12/28/2022] Open
Abstract
Telomerase, comprising a reverse transcriptase protein (TERT) and an RNA template, plays a critical role during senescence and carcinogenesis; however, the mechanisms by which telomerase is regulated remain to be elucidated. Several signaling pathways are involved in the activation of TERT at multistep levels. The JAK-STAT pathway is indispensable for mediating signals through growth factor and cytokine receptors during the development of hematopoietic cells, and its activity is frequently upregulated in hematological malignancies. Here, we review the role of the JAK-STAT pathway and related signaling cascades in the regulation of telomerase in hematological malignancies.
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Affiliation(s)
- Osamu Yamada
- Medical Research Institute and Department of Hematology; Tokyo Women's Medical University; Tokyo, Japan
| | - Kiyotaka Kawauchi
- Department of Medicine; Tokyo Women's Medical University; Medical Center East; Tokyo, Japan ; Nishiogu Clinic; Tokyo, Japan
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Greenfest-Allen E, Malik J, Palis J, Stoeckert CJ. Stat and interferon genes identified by network analysis differentially regulate primitive and definitive erythropoiesis. BMC SYSTEMS BIOLOGY 2013; 7:38. [PMID: 23675896 PMCID: PMC3668222 DOI: 10.1186/1752-0509-7-38] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2012] [Accepted: 04/30/2013] [Indexed: 12/11/2022]
Abstract
BACKGROUND Hematopoietic ontogeny is characterized by overlapping waves of primitive, fetal definitive, and adult definitive erythroid lineages. Our aim is to identify differences in the transcriptional control of these distinct erythroid cell maturation pathways by inferring and analyzing gene-interaction networks from lineage-specific expression datasets. Inferred networks are strongly connected and do not fit a scale-free model, making it difficult to identify essential regulators using the hub-essentiality standard. RESULTS We employed a semi-supervised machine learning approach to integrate measures of network topology with expression data to score gene essentiality. The algorithm was trained and tested on the adult and fetal definitive erythroid lineages. When applied to the primitive erythroid lineage, 144 high scoring transcription factors were found to be differentially expressed between the primitive and adult definitive erythroid lineages, including all expressed STAT-family members. Differential responses of primitive and definitive erythroblasts to a Stat3 inhibitor and IFNγ in vitro supported the results of the computational analysis. Further investigation of the original expression data revealed a striking signature of Stat1-related genes in the adult definitive erythroid network. Among the potential pathways known to utilize Stat1, interferon (IFN) signaling-related genes were expressed almost exclusively within the adult definitive erythroid network. CONCLUSIONS In vitro results support the computational prediction that differential regulation and downstream effectors of STAT signaling are key factors that distinguish the transcriptional control of primitive and definitive erythroid cell maturation.
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Affiliation(s)
- Emily Greenfest-Allen
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jeffrey Malik
- Center for Pediatric Biomedical Research, Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY, USA
| | - James Palis
- Center for Pediatric Biomedical Research, Department of Pediatrics, University of Rochester Medical Center, Rochester, NY, USA
| | - Christian J Stoeckert
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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