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Ramana CV. Insights into functional connectivity in mammalian signal transduction pathways by pairwise comparison of protein interaction partners of critical signaling hubs. Biomol Concepts 2022; 13:298-313. [DOI: 10.1515/bmc-2022-0023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 08/09/2022] [Indexed: 11/15/2022] Open
Abstract
Abstract
Growth factors and cytokines activate signal transduction pathways and regulate gene expression in eukaryotes. Intracellular domains of activated receptors recruit several protein kinases as well as transcription factors that serve as platforms or hubs for the assembly of multi-protein complexes. The signaling hubs involved in a related biologic function often share common interaction proteins and target genes. This functional connectivity suggests that a pairwise comparison of protein interaction partners of signaling hubs and network analysis of common partners and their expression analysis might lead to the identification of critical nodes in cellular signaling. A pairwise comparison of signaling hubs across several related pathways might reveal novel signaling modules. Analysis of protein interaction connectome by Venn (PIC-Venn) of transcription factors STAT1, STAT3, NFKB1, RELA, FOS, and JUN, and their common interaction network suggested that BRCA1 and TSC22D3 function as critical nodes in immune responses by connecting the signaling hubs into signaling modules. Transcriptional regulation of critical hubs may play a major role in the lung epithelial cells in response to SARS-CoV-2 and in COVID-19 patients. Mutations and differential expression levels of these critical nodes and modules in pathological conditions might deregulate signaling pathways and their target genes involved in inflammation. Biological connectivity emerges from the structural connectivity of interaction networks across several signaling hubs in related pathways. The main objectives of this study are to identify critical hubs, critical nodes, and modules involved in the signal transduction pathways of innate and adaptive immunity. Application of PIC-Venn to several signaling hubs might reveal novel nodes and modules that can be targeted by small regulatory molecules to simultaneously activate or inhibit cell signaling in health and disease.
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Affiliation(s)
- Chilakamarti V. Ramana
- Department of Experimental Therapeutics, Thoreau Laboratory for Global Health, University of Massachusetts , Lowell , MA 01854 , USA
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Jamalpour M, Bergquist E, Welsh M. Absence of the Shb gene in mixed-lineage leukemia MLL-AF9 cells increases latency in mice despite higher proliferation rates in vitro. Exp Cell Res 2020; 397:112368. [PMID: 33220260 DOI: 10.1016/j.yexcr.2020.112368] [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: 09/02/2020] [Revised: 10/28/2020] [Accepted: 11/08/2020] [Indexed: 11/24/2022]
Abstract
Mixed lineage leukemia (MLL) arises from several KMT2A-gene chromosomal translocations. Shb gene deficiency has been found to exhibit pleiotropic effects in different models of leukemia, and consequently, this study aimed to investigate MLL-AF9-induced leukemia in Shb deficiency. Bone marrow cells from wild type and Shb knockout (KO) mice were transduced with the MLL-AF9 gene. Shb KO MLL-AF9 cells proliferated at an increased rate, exhibited altered expression of certain cytokine genes (Kitl, Csf3, IL6, IL1b) and higher expression of cell cycle genes (Ccnd2, Ccne1). Mice receiving Shb KO MLL-AF9 cells showed longer latency without displaying any difference in rates of leukemic cell proliferation, indicating a dichotomy between the in vitro and in vivo phenotypes. The mice with Shb deficient MLL-AF9 cells had a lower content of leukemic bone marrow cells allowing elevated normal hematopoiesis, explaining the longer latency. Finally, Shb knockout GFP-positive bone marrow cells showed a higher percentage of cells expressing myeloid markers. The result suggests a role of Shb in the progression of leukemia and that the relevance of the Shb gene is context-dependent as inferred from the differences between the in vivo and in vitro responses. These findings help to obtain an increased understanding of human MLL-AF9 leukemia.
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Affiliation(s)
- Maria Jamalpour
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Eric Bergquist
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Michael Welsh
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden.
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He Q, Li X, He L, Li Y, Betsholtz C, Welsh M. Pericyte dysfunction due to Shb gene deficiency increases B16F10 melanoma lung metastasis. Int J Cancer 2020; 147:2634-2644. [PMID: 32441314 DOI: 10.1002/ijc.33110] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 05/10/2020] [Accepted: 05/15/2020] [Indexed: 12/27/2022]
Abstract
Intravasation, vascular dissemination and metastasis of malignant tumor cells require their passage through the vascular wall which is commonly composed of pericytes and endothelial cells. We currently decided to investigate the relative contribution of these cell types to B16F10 melanoma metastasis in mice using an experimental model of host Shb gene (Src homology 2 domain-containing protein B) inactivation. Conditional inactivation of Shb in endothelial cells using Cdh5-CreERt2 resulted in decreased tumor growth, reduced vascular leakage, increased hypoxia and no effect on pericyte coverage and lung metastasis. RNAseq of tumor endothelial cells from these mice revealed changes in cellular components such as adherens junctions and focal adhesions by gene ontology analysis that were in line with the observed effects on leakage and junction morphology. Conditional inactivation of Shb in pericytes using Pdgfrb-CreERt2 resulted in decreased pericyte coverage of small tumor vessels with lumen, increased leakage, aberrant platelet-derived growth factor receptor B (PDGFRB) signaling and a higher frequency of lung metastasis without concomitant effects on tumor growth or oxygenation. Flow cytometry failed to reveal immune cell alterations that could explain the metastatic phenotype in this genetic model of Shb deficiency. It is concluded that proper pericyte function plays a significant role in suppressing B16F10 lung metastasis.
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Affiliation(s)
- Qi He
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden.,Research Institute of General Surgery, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China
| | - Xiujuan Li
- Cyrus Tang Hematology Center, Collaborative Innovation Center, State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, China
| | - Liqun He
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Yousheng Li
- Department of General Surgery, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Christer Betsholtz
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Michael Welsh
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
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He Q, Li X, Singh K, Luo Z, Meija-Cordova M, Jamalpour M, Lindahl B, Kriz V, Vuolteenaho R, Ulvmar M, Welsh M. The Cdh5-CreERT2 transgene causes conditional Shb gene deletion in hematopoietic cells with consequences for immune cell responses to tumors. Sci Rep 2019; 9:7548. [PMID: 31101877 PMCID: PMC6525206 DOI: 10.1038/s41598-019-44039-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 05/08/2019] [Indexed: 12/15/2022] Open
Abstract
The tamoxifen-responsive conditional Cdh5-CreERT2 is commonly used for endothelial cell specific conditional deletion of loxP-flanked gene sequences. To address the role of endothelial cell Shb gene for B16F10 melanoma immune responses, tamoxifen-injected Cdh5-CreERT2/WT and Cdh5-CreERT2/Shbflox/flox mice received subcutaneous tumor cell injections. We observed a decrease of tumor myeloid cell Shb mRNA in the tamoxifen treated Cdh5-CreERT2/Shbflox/flox mice, which was not present when the mice had undergone a preceding bone marrow transplantation using wild type bone marrow. Differences in CD4+/FoxP3+ Tregs were similarly abolished by a preceding bone marrow transplantation. In ROSA26-mTmG mice, Cdh5-CreERT2 caused detectable floxing in certain bone marrow populations and in spleen cells. Floxing in bone marrow could be detected two months after tamoxifen treatment. In the spleen, however, floxing was undetectable two months after tamoxifen treatment, suggesting that Cdh5-CreERT2 is operating in a non-renewable population of hematopoietic cells in this organ. These data suggest that conditional gene deletion in hematopoietic cells is a potential confounder in experiments attempting to assess the role of endothelial specific effects. A cautious approach to achieve an endothelial-specific phenotype would be to adopt a strategy that includes a preceding bone marrow transplantation.
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Affiliation(s)
- Qi He
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Xiujuan Li
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden.,Cyrus Tang Hematology Center, Soochow University, Suzhou, China
| | - Kailash Singh
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Zhengkang Luo
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | | | - Maria Jamalpour
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Björn Lindahl
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Vitezslav Kriz
- Institute of Molecular Genetics of the CAS, Prague, Czech Republic
| | | | - Maria Ulvmar
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Michael Welsh
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden.
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