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Nadalin F, Marzi MJ, Pirra Piscazzi M, Fuentes-Bravo P, Procaccia S, Climent M, Bonetti P, Rubolino C, Giuliani B, Papatheodorou I, Marioni JC, Nicassio F. Multi-omic lineage tracing predicts the transcriptional, epigenetic and genetic determinants of cancer evolution. Nat Commun 2024; 15:7609. [PMID: 39218912 PMCID: PMC11366763 DOI: 10.1038/s41467-024-51424-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 08/05/2024] [Indexed: 09/04/2024] Open
Abstract
Cancer is a highly heterogeneous disease, where phenotypically distinct subpopulations coexist and can be primed to different fates. Both genetic and epigenetic factors may drive cancer evolution, however little is known about whether and how such a process is pre-encoded in cancer clones. Using single-cell multi-omic lineage tracing and phenotypic assays, we investigate the predictive features of either tumour initiation or drug tolerance within the same cancer population. Clones primed to tumour initiation in vivo display two distinct transcriptional states at baseline. Remarkably, these states share a distinctive DNA accessibility profile, highlighting an epigenetic basis for tumour initiation. The drug tolerant niche is also largely pre-encoded, but only partially overlaps the tumour-initiating one and evolves following two genetically and transcriptionally distinct trajectories. Our study highlights coexisting genetic, epigenetic and transcriptional determinants of cancer evolution, unravelling the molecular complexity of pre-encoded tumour phenotypes.
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Affiliation(s)
- F Nadalin
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy.
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge, UK.
| | - M J Marzi
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - M Pirra Piscazzi
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - P Fuentes-Bravo
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - S Procaccia
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - M Climent
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - P Bonetti
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - C Rubolino
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - B Giuliani
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - I Papatheodorou
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge, UK
| | - J C Marioni
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge, UK
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - F Nicassio
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy.
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2
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Qinlin F, Bingqiao W, Linlin H, Peixia S, Lexing X, Lijun Y, Qingwu Y. miR-129-5p targets FEZ1/SCOC/ULK1/NBR1 complex to restore neuronal function in mice with post-stroke depression. Bioengineered 2022; 13:9708-9728. [PMID: 35435132 PMCID: PMC9191875 DOI: 10.1080/21655979.2022.2059910] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Post-stroke depression (PSD) seriously affects the normal life of patients. Based on the previous sequencing results, this study selected miR-129-5p as the research object, which was significantly reduced in the PSD model by screening. To clarify the regulatory role of miR-129-5p, this study overexpressed and interfered with miR-129-5p in neuronal cells cultured in vitro, tested its effect on neuronal cell autophagy, and determined expressions of fasciculation and elongation protein zeta-1 (FEZ1), short coiled-coil protein (SCOC), unc-51 like autophagy activating kinase 1 (ULK1) and autophagy cargo receptor (NBR1) autophagy-related proteins. The dual-luciferase reporter system and immunoprecipitation were applied to detect the molecular regulatory mechanism of miR-129-5 and FEZ1, SCOC, ULK1 and NBR1. Findings of the present study revealed that the autophagy of neuronal cells was markedly decreased by overexpressing miR-129-5p (p < 0.05), and expressions of FEZ1, SCOC, ULK1 and NBR1 were substantially reduced (p < 0.05). The dual-luciferase reporter system results indicated that FEZ1, SCOC, ULK1 and NBR1 were all miR-129-5p target genes. Furthermore, immunoprecipitation assay revealed that SCOC, ULK1 and NBR1 could directly bind to the FEZ1 protein. The experiments at an animal level demonstrated that miR-129-5p could effectively alleviate the behavioral indicators of PSD model mice. Taken together, this study testified that SCOC/ULK1/NBR1 proteins could directly bind to FEZ1 to form protein complex, and all of the four proteins FEZ1/SCOC/ULK1/NBR1 were miR-129-5p target genes. miR-129-5p overexpression could effectively restore the behavioral characteristics of model mice, and reduce the autophagy-related proteins FEZ1/SCOC/ULK1/NBR1.
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Affiliation(s)
- Fan Qinlin
- Department of Neurology, Second Affiliated Hospital of Army Medical UniversityChongqing, China
| | - Wang Bingqiao
- Department of Neurology, Second Affiliated Hospital of Army Medical UniversityChongqing, China
| | - Hu Linlin
- Department of Neurology, Second Affiliated Hospital of Army Medical UniversityChongqing, China
| | - Shi Peixia
- Department of Neurology, Second Affiliated Hospital of Army Medical UniversityChongqing, China
| | - Xie Lexing
- Department of Neurology, Second Affiliated Hospital of Army Medical UniversityChongqing, China
| | - Yang Lijun
- Department of General orthopedics, Chongqing Public Health Medical Treatment Center, Chongqing, China
| | - Yang Qingwu
- Department of Neurology, Second Affiliated Hospital of Army Medical UniversityChongqing, China
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3
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Yang C, Wang X, Qiu C, Zheng Z, Lin K, Tu M, Zhang K, Jiang K, Gao W. Identification of FEZ2 as a potential oncogene in pancreatic ductal adenocarcinoma. PeerJ 2022; 9:e12736. [PMID: 35036176 PMCID: PMC8742541 DOI: 10.7717/peerj.12736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 12/12/2021] [Indexed: 12/02/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the common malignant tumors with high lethal rate and poor prognosis. Dysregulation of many genes have been reported to be involved in the occurrence and development of PDAC. However, as a highly conserved gene in eukaryotes, the role of Fasciculation and Elongation protein Zeta 2 (FEZ2) in pancreatic cancer progression is not clear. In this study, we identified the oncogenic effect of FEZ2 on PDAC. By mining of The Cancer Genome Atlas (TCGA) database, we found that FEZ2 was upregulated in PDAC tissues and FEZ2 expression was negatively regulated by its methylation. Moreover, high expression and low methylation of FEZ2 correlated with poor prognosis in PDAC patients. Besides, we found that FEZ2 could promote PDAC cells proliferation, migration and 5-FU resistance in vitro. Furthermore, Gene pathway enrichment analysis demonstrated a positive correlation between Wnt signaling activation and FEZ2 expression in PDAC patients. Western blot showed that FEZ2 knockdown significantly suppressed β-catenin expression. Collectively, our finding revealed that FEZ2 functioned as a potential oncogene on PDAC progression and migration, and the expression of FEZ2 had guidance value for the treatment and chemotherapy program of PDAC patients.
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Affiliation(s)
- Chaozhi Yang
- Pancreas Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China.,Pancreas Institute, Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Xuebing Wang
- Pancreas Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China.,Pancreas Institute, Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Chenjie Qiu
- Pancreas Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China.,Pancreas Institute, Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Ziruo Zheng
- Pancreas Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China.,Pancreas Institute, Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Kai Lin
- Pancreas Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China.,Pancreas Institute, Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Min Tu
- Pancreas Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China.,Pancreas Institute, Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Kai Zhang
- Pancreas Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China.,Pancreas Institute, Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Kuirong Jiang
- Pancreas Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China.,Pancreas Institute, Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Wentao Gao
- Pancreas Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China.,Pancreas Institute, Nanjing Medical University, Nanjing, Jiangsu Province, China
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Wirth M, Mouilleron S, Zhang W, Sjøttem E, Princely Abudu Y, Jain A, Lauritz Olsvik H, Bruun JA, Razi M, Jefferies HB, Lee R, Joshi D, O'Reilly N, Johansen T, Tooze SA. Phosphorylation of the LIR Domain of SCOC Modulates ATG8 Binding Affinity and Specificity. J Mol Biol 2021; 433:166987. [DOI: https:/doi.org/10.1016/j.jmb.2021.166987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
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5
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Phosphorylation of the LIR Domain of SCOC Modulates ATG8 Binding Affinity and Specificity. J Mol Biol 2021; 433:166987. [PMID: 33845085 PMCID: PMC8202330 DOI: 10.1016/j.jmb.2021.166987] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 03/27/2021] [Accepted: 04/04/2021] [Indexed: 12/15/2022]
Abstract
Autophagy is a highly conserved degradative pathway, essential for cellular homeostasis and implicated in diseases including cancer and neurodegeneration. Autophagy-related 8 (ATG8) proteins play a central role in autophagosome formation and selective delivery of cytoplasmic cargo to lysosomes by recruiting autophagy adaptors and receptors. The LC3-interacting region (LIR) docking site (LDS) of ATG8 proteins binds to LIR motifs present in autophagy adaptors and receptors. LIR-ATG8 interactions can be highly selective for specific mammalian ATG8 family members (LC3A-C, GABARAP, and GABARAPL1-2) and how this specificity is generated and regulated is incompletely understood. We have identified a LIR motif in the Golgi protein SCOC (short coiled-coil protein) exhibiting strong binding to GABARAP, GABARAPL1, LC3A and LC3C. The residues within and surrounding the core LIR motif of the SCOC LIR domain were phosphorylated by autophagy-related kinases (ULK1-3, TBK1) increasing specifically LC3 family binding. More distant flanking residues also contributed to ATG8 binding. Loss of these residues was compensated by phosphorylation of serine residues immediately adjacent to the core LIR motif, indicating that the interactions of the flanking LIR regions with the LDS are important and highly dynamic. Our comprehensive structural, biophysical and biochemical analyses support and provide novel mechanistic insights into how phosphorylation of LIR domain residues regulates the affinity and binding specificity of ATG8 proteins towards autophagy adaptors and receptors.
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6
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Teixeira MB, Alborghetti MR, Kobarg J. Fasciculation and elongation zeta proteins 1 and 2: From structural flexibility to functional diversity. World J Biol Chem 2019; 10:28-43. [PMID: 30815230 PMCID: PMC6388297 DOI: 10.4331/wjbc.v10.i2.28] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Revised: 01/02/2019] [Accepted: 01/28/2019] [Indexed: 02/05/2023] Open
Abstract
Fasciculation and elongation zeta/zygin (FEZ) proteins are a family of hub proteins and share many characteristics like high connectivity in interaction networks, they are involved in several cellular processes, evolve slowly and in general have intrinsically disordered regions. In 1985, unc-76 gene was firstly described and involved in axonal growth in C. elegans, and in 1997 Bloom and Horvitz enrolled also the human homologues genes, FEZ1 and FEZ2, in this process. While nematodes possess one gene (unc-76), mammalians have one more copy (FEZ1 and FEZ2). Several animal models have been used to study FEZ family functions like: C. elegans, D. melanogaster, R. novergicus and human cells. Complementation assays were performed and demonstrated the function conservation between paralogues. Human FEZ1 protein is more studied followed by UNC-76 and FEZ2 proteins, respectively. While FEZ1 and UNC-76 shared interaction partners, FEZ2 evolved and increased the number of protein-protein interactions (PPI) with cytoplasmatic partners. FEZ proteins are implicated in intracellular transport, acting as bivalent cargo transport adaptors in kinesin-mediated movement. Especially in light of this cellular function, this family of proteins has been involved in several processes like neuronal development, neurological disorders, viral infection and autophagy. However, nuclear functions of FEZ proteins have been explored as well, due to high content of PPI with nuclear proteins, correlating FEZ1 expression to Sox2 and Hoxb4 gene regulation and retinoic acid signaling. These recent findings open new avenue to study FEZ proteins functions and its involvement in already described processes. This review intends to reunite aspects of evolution, structure, interaction partners and function of FEZ proteins and correlate them to physiological and pathological processes.
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Affiliation(s)
- Mariana Bertini Teixeira
- Institute of Biology, Department of Biochemistry and Tissue Biology, University of Campinas, Campinas 13083-862, Brazil
| | | | - Jörg Kobarg
- Institute of Biology, Department of Biochemistry and Tissue Biology, University of Campinas, Campinas 13083-862, Brazil
- Faculty of Pharmaceutical Sciences, University of Campinas, Campinas 13083-862, Brazil
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7
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Bertini Teixeira M, Figueira ACM, Furlan AS, Aquino B, Alborghetti MR, Paes Leme AF, Wei LN, Kobarg J. Fasciculation and elongation zeta-1 protein (FEZ1) interacts with the retinoic acid receptor and participates in transcriptional regulation of the Hoxb4 gene. FEBS Open Bio 2017; 8:4-14. [PMID: 29321952 PMCID: PMC5757173 DOI: 10.1002/2211-5463.12338] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2016] [Revised: 08/27/2017] [Accepted: 10/13/2017] [Indexed: 01/18/2023] Open
Abstract
Fasciculation and elongation zeta‐1 (FEZ1) protein is involved in axon outgrowth and is highly expressed in the brain. It has multiple interaction partners, with functions varying from the regulation of neuronal development and intracellular transport mechanisms to transcription regulation. One of its interactors is retinoic acid receptor (RAR), which is activated by retinoic acid and controls many target genes and physiological process. Based on previous evidence suggesting a possible nuclear role for FEZ1, we wanted to deepen our understanding of this function by addressing the FEZ1–RAR interaction. We performed in vitro binding experiments and assessed the interface of interaction between both proteins. We found that FEZ1–RAR interacted with a similar magnitude as RAR to its responsive element DR5 and that the interaction occurred in the coiled‐coil region of FEZ1 and in the ligand‐binding domain of RAR. Furthermore, cellular experiments were performed in order to confirm the interaction and screen for induced target genes from an 86‐gene panel. The analysis of gene expression showed that only in the presence of retinoic acid did FEZ1 induce hoxb4 gene expression. This finding is consistent with data from the literature showing the hoxb4 gene functionally involved in development and acute myeloid leukemia, as is FEZ1.
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Affiliation(s)
- Mariana Bertini Teixeira
- Department of Biochemistry and Tissue Biology Institute of Biology University of Campinas Brazil
| | - Ana Carolina M Figueira
- Spectroscopy and Calorimetry Laboratory Brazilian Biosciences National Laboratory Center for Research in Energy and Materials Campinas SP Brazil
| | | | - Bruno Aquino
- Structural Genomics Consortium University of Campinas Brazil
| | - Marcos R Alborghetti
- Department of Pharmaceutical Sciences School of Health Sciences University of Brasilia Brazil
| | - Adriana F Paes Leme
- Mass Spectrometry Laboratory Brazilian Biosciences National Laboratory Center for Research in Energy and Materials Campinas SP Brazil
| | - Li-Na Wei
- Pharmacology Department University of Minnesota Medical School Minneapolis MN USA
| | - Jörg Kobarg
- Department of Biochemistry and Tissue Biology Institute of Biology University of Campinas Brazil.,Faculty of Pharmaceutical Sciences University of Campinas Brazil
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8
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Assis LHP, Silva-Junior RMP, Dolce LG, Alborghetti MR, Honorato RV, Nascimento AFZ, Melo-Hanchuk TD, Trindade DM, Tonoli CCC, Santos CT, Oliveira PSL, Larson RE, Kobarg J, Espreafico EM, Giuseppe PO, Murakami MT. The molecular motor Myosin Va interacts with the cilia-centrosomal protein RPGRIP1L. Sci Rep 2017; 7:43692. [PMID: 28266547 PMCID: PMC5339802 DOI: 10.1038/srep43692] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 01/30/2017] [Indexed: 12/31/2022] Open
Abstract
Myosin Va (MyoVa) is an actin-based molecular motor abundantly found at the centrosome. However, the role of MyoVa at this organelle has been elusive due to the lack of evidence on interacting partners or functional data. Herein, we combined yeast two-hybrid screen, biochemical studies and cellular assays to demonstrate that MyoVa interacts with RPGRIP1L, a cilia-centrosomal protein that controls ciliary signaling and positioning. MyoVa binds to the C2 domains of RPGRIP1L via residues located near or in the Rab11a-binding site, a conserved site in the globular tail domain (GTD) from class V myosins. According to proximity ligation assays, MyoVa and RPGRIP1L can interact near the cilium base in ciliated RPE cells. Furthermore, we showed that RPE cells expressing dominant-negative constructs of MyoVa are mostly unciliated, providing the first experimental evidence about a possible link between this molecular motor and cilia-related processes.
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Affiliation(s)
- L H P Assis
- Brazilian Biosciences National Laboratory, National Center for Research in Energy and Materials, Campinas, SP, Brazil.,Graduate Program in Functional and Molecular Biology, Institute of Biology, University of Campinas, Campinas, SP, Brazil
| | - R M P Silva-Junior
- Department of Cell and Molecular Biology, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, SP, Brazil
| | - L G Dolce
- Brazilian Biosciences National Laboratory, National Center for Research in Energy and Materials, Campinas, SP, Brazil.,Graduate Program in Functional and Molecular Biology, Institute of Biology, University of Campinas, Campinas, SP, Brazil
| | - M R Alborghetti
- Brazilian Biosciences National Laboratory, National Center for Research in Energy and Materials, Campinas, SP, Brazil
| | - R V Honorato
- Brazilian Biosciences National Laboratory, National Center for Research in Energy and Materials, Campinas, SP, Brazil
| | - A F Z Nascimento
- Brazilian Biosciences National Laboratory, National Center for Research in Energy and Materials, Campinas, SP, Brazil.,Graduate Program in Functional and Molecular Biology, Institute of Biology, University of Campinas, Campinas, SP, Brazil
| | - T D Melo-Hanchuk
- Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, SP, Brazil
| | - D M Trindade
- Brazilian Biosciences National Laboratory, National Center for Research in Energy and Materials, Campinas, SP, Brazil
| | - C C C Tonoli
- Brazilian Biosciences National Laboratory, National Center for Research in Energy and Materials, Campinas, SP, Brazil
| | - C T Santos
- Department of Cell and Molecular Biology, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, SP, Brazil
| | - P S L Oliveira
- Brazilian Biosciences National Laboratory, National Center for Research in Energy and Materials, Campinas, SP, Brazil
| | - R E Larson
- Department of Cell and Molecular Biology, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, SP, Brazil
| | - J Kobarg
- Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, SP, Brazil
| | - E M Espreafico
- Department of Cell and Molecular Biology, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, SP, Brazil
| | - P O Giuseppe
- Brazilian Biosciences National Laboratory, National Center for Research in Energy and Materials, Campinas, SP, Brazil
| | - M T Murakami
- Brazilian Biosciences National Laboratory, National Center for Research in Energy and Materials, Campinas, SP, Brazil
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Sourial M, Doering LC. Astrocyte-Secreted Factors Selectively Alter Neural Stem and Progenitor Cell Proliferation in the Fragile X Mouse. Front Cell Neurosci 2016; 10:126. [PMID: 27242437 PMCID: PMC4870401 DOI: 10.3389/fncel.2016.00126] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Accepted: 04/29/2016] [Indexed: 12/22/2022] Open
Abstract
UNLABELLED An increasing body of evidence indicates that astrocytes contribute to the governance and fine tuning of stem and progenitor cell production during brain development. The effect of astrocyte function in cell production in neurodevelopmental disorders is unknown. We used the Neural Colony Forming Cell assay to determine the effect of astrocyte conditioned media (ACM) on the generation of neurospheres originating from either progenitor cells or functional stem cells in the knock out (KO) Fragile X mouse model. ACM from both normal and Fmr1-KO mice generated higher percentages of smaller neurospheres indicative of restricted proliferation of the progenitor cell population in Fmr1-KO brains. Wild type (WT) neurospheres, but not KO neurospheres, showed enhanced responses to ACM from the Fmr1-KO mice. In particular, Fmr1-KO ACM increased the percentage of large neurospheres generated, representative of spheres produced from neural stem cells. We also used 2D DIGE to initiate identification of the astrocyte-secreted proteins with differential expression between Fmr1-KO and WT cortices and hippocampi. The results further support the critical role of astrocytes in governing neural cell production in brain development and point to significant alterations in neural cell proliferation due to astrocyte secreted factors from the Fragile X brain. HIGHLIGHTS • We studied the proliferation of neural stem and progenitor cells in Fragile X.• We examined the role of astrocyte-secreted factors in neural precursor cell biology.• Astrocyte-secreted factors with differential expression in Fragile X identified.
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Affiliation(s)
- Mary Sourial
- McMaster Integrative Neuroscience Discovery and Study, McMaster University, HamiltonON, Canada; Pathology and Molecular Medicine, McMaster University, HamiltonON, Canada
| | - Laurie C Doering
- McMaster Integrative Neuroscience Discovery and Study, McMaster University, HamiltonON, Canada; Pathology and Molecular Medicine, McMaster University, HamiltonON, Canada
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10
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González-Navarro FF, Belanche-Muñoz LA, Gámez-Moreno MG, Flores-Ríos BL, Ibarra-Esquer JE, López-Morteo GA. Gene discovery for facioscapulohumeral muscular dystrophy by machine learning techniques. Genes Genet Syst 2016; 90:343-56. [PMID: 26960968 DOI: 10.1266/ggs.15-00017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Facioscapulohumeral muscular dystrophy (FSHD) is a neuromuscular disorder that shows a preference for the facial, shoulder and upper arm muscles. FSHD affects about one in 20-400,000 people, and no effective therapeutic strategies are known to halt disease progression or reverse muscle weakness or atrophy. Many genes may be incorrectly regulated in affected muscle tissue, but the mechanisms responsible for the progressive muscle weakness remain largely unknown. Although machine learning (ML) has made significant inroads in biomedical disciplines such as cancer research, no reports have yet addressed FSHD analysis using ML techniques. This study explores a specific FSHD data set from a ML perspective. We report results showing a very promising small group of genes that clearly separates FSHD samples from healthy samples. In addition to numerical prediction figures, we show data visualizations and biological evidence illustrating the potential usefulness of these results.
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11
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Spang N, Feldmann A, Huesmann H, Bekbulat F, Schmitt V, Hiebel C, Koziollek-Drechsler I, Clement AM, Moosmann B, Jung J, Behrends C, Dikic I, Kern A, Behl C. RAB3GAP1 and RAB3GAP2 modulate basal and rapamycin-induced autophagy. Autophagy 2015; 10:2297-309. [PMID: 25495476 PMCID: PMC4502700 DOI: 10.4161/15548627.2014.994359] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Macroautophagy is a degradative pathway that sequesters and transports cytosolic cargo in autophagosomes to lysosomes, and its deterioration affects intracellular proteostasis. Membrane dynamics accompanying autophagy are mostly elusive and depend on trafficking processes. RAB GTPase activating proteins (RABGAPs) are important factors for the coordination of cellular vesicle transport systems, and several TBC (TRE2-BUB2-CDC16) domain-containing RABGAPs are associated with autophagy. Employing C. elegans and human primary fibroblasts, we show that RAB3GAP1 and RAB3GAP2, which are components of the TBC domain-free RAB3GAP complex, influence protein aggregation and affect autophagy at basal and rapamycin-induced conditions. Correlating the activity of RAB3GAP1/2 with ATG3 and ATG16L1 and analyzing ATG5 punctate structures, we illustrate that the RAB3GAPs modulate autophagosomal biogenesis. Significant levels of RAB3GAP1/2 colocalize with members of the Atg8 family at lipid droplets, and their autophagy modulatory activity depends on the GTPase-activating activity of RAB3GAP1 but is independent of the RAB GTPase RAB3. Moreover, we analyzed RAB3GAP1/2 in relation to the previously reported suppressive autophagy modulators FEZ1 and FEZ2 and demonstrate that both reciprocally regulate autophagy. In conclusion, we identify RAB3GAP1/2 as novel conserved factors of the autophagy and proteostasis network.
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Key Words
- ATG, autophagy-related
- ATG16L1
- ATG3
- BSA, bovine serum albumin
- Bafi, bafilomycin A1
- C. elegans, Caenorhabditis elegans
- CALCOCO2, calcium binding and coiled-coil domain 2
- DAPI, 4’, 6-diamidino-2-phenylindole
- DMSO, dimethyl sulfoxide
- DPH, 1, 6-diphenyl-1, 3, 5-hexatriene
- FEZ, fasciculation and elongation protein zeta
- FEZ1
- FEZ2
- GABARAP, GABA(A) receptor-associated protein
- GEF, guanine nucleotide exchange factor
- GFP, green fluorescent protein
- MAP1LC3, microtubule-associated protein 1 light chain 3
- NBR1, neighbor of BRCA1 gene 1
- PBS, phosphate-buffered saline
- PE, phosphatidylethanolamine
- RAB3GAP1
- RAB3GAP2
- RABGAP, RAB GTPase activating protein
- SQSTM1, sequestosome 1
- TBC domain, TRE2-BUB2-CDC16 domain
- autophagy
- eV, empty vector
- lipid droplets
- proteostasis
- siRNA, small interfering RNA
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Affiliation(s)
- Natalie Spang
- a Institute for Pathobiochemistry ; University Medical Center of the Johannes Gutenberg University ; Mainz , Germany
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Meirelles GV, Perez AM, de Souza EE, Basei FL, Papa PF, Melo Hanchuk TD, Cardoso VB, Kobarg J. “Stop Ne(c)king around”: How interactomics contributes to functionally characterize Nek family kinases. World J Biol Chem 2014; 5:141-160. [PMID: 24921005 PMCID: PMC4050109 DOI: 10.4331/wjbc.v5.i2.141] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2013] [Revised: 01/07/2014] [Accepted: 02/18/2014] [Indexed: 02/05/2023] Open
Abstract
Aside from Polo and Aurora, a third but less studied kinase family involved in mitosis regulation is the never in mitosis-gene A (NIMA)-related kinases (Neks). The founding member of this family is the sole member NIMA of Aspergillus nidulans, which is crucial for the initiation of mitosis in that organism. All 11 human Neks have been functionally assigned to one of the three core functions established for this family in mammals: (1) centrioles/mitosis; (2) primary ciliary function/ciliopathies; and (3) DNA damage response (DDR). Recent findings, especially on Nek 1 and 8, showed however, that several Neks participate in parallel in at least two of these contexts: primary ciliary function and DDR. In the core section of this in-depth review, we report the current detailed functional knowledge on each of the 11 Neks. In the discussion, we return to the cross-connections among Neks and point out how our and other groups’ functional and interactomics studies revealed that most Neks interact with protein partners associated with two if not all three of the functional contexts. We then raise the hypothesis that Neks may be the connecting regulatory elements that allow the cell to fine tune and synchronize the cellular events associated with these three core functions. The new and exciting findings on the Nek family open new perspectives and should allow the Neks to finally claim the attention they deserve in the field of kinases and cell cycle biology.
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Lucchese G, Capone G, Kanduc D. Peptide sharing between influenza A H1N1 hemagglutinin and human axon guidance proteins. Schizophr Bull 2014; 40:362-75. [PMID: 23378012 PMCID: PMC3932078 DOI: 10.1093/schbul/sbs197] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Epidemiologic data suggest that maternal microbial infections may cause fetal neurodevelopmental disorders, potentially increasing susceptibility to heavy psychopathologies such as schizophrenia, schizophreniform disorder, autism, pervasive developmental disorders, bipolar disorders, psychosis, epilepsy, language and speech disorders, and cognitive impairment in adult offspring. However, the molecular pathomechanisms underlying such a relationship are not clear. Here we analyze the potential role of the maternal immune response to viral infection in determining fetal brain injuries that increase the risk of neurological disorders in the adult. We use influenza infection as a disease model and human axon guidance pathway, a key process in the formation of neural network during midgestation, as a potential fetal target of immune insults. Specifically, we examined influenza A H1N1 hemagglutinin (HA), an antigenic viral protein, for amino acid sequence similarity to a random library of 188 axon guidance proteins. We obtain the results that (1) contrary to any theoretical expectations, 45 viral pentapeptide matches are distributed throughout a subset of 36 guidance molecules; (2) in 24 guidance proteins, the peptide sharing with HA antigen involves already experimentally validated influenza HA epitopes; and (3) most of the axon guidance vs HA peptide overlap is conserved among influenza A viral strains and subsets. Taken together, our data indicate that immune cross-reactivity between influenza HA and axon guidance molecules is possible and may well represent a pathologic mechanism capable of determining neurodevelopmental disruption in the fetus.
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Affiliation(s)
- Guglielmo Lucchese
- To whom correspondence should be addressed; tel: +39.080.544.3321, fax: +39.080.544.3317, e-mail:
| | - Giovanni Capone
- Department of Biosciences, Biotechnologies and Pharmacological Sciences, University of Bari, Bari, Italy
| | - Darja Kanduc
- Department of Biosciences, Biotechnologies and Pharmacological Sciences, University of Bari, Bari, Italy,To whom correspondence should be addressed; tel: +39.080.544.3321, fax: +39.080.544.3317, e-mail:
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Alborghetti MR, Furlan ADS, da Silva JC, Sforça ML, Honorato RV, Granato DC, dos Santos Migueleti DL, Neves JL, de Oliveira PSL, Paes-Leme AF, Zeri ACDM, de Torriani ICL, Kobarg J. Structural analysis of intermolecular interactions in the kinesin adaptor complex fasciculation and elongation protein zeta 1/ short coiled-coil protein (FEZ1/SCOCO). PLoS One 2013; 8:e76602. [PMID: 24116125 PMCID: PMC3792052 DOI: 10.1371/journal.pone.0076602] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2012] [Accepted: 08/29/2013] [Indexed: 01/15/2023] Open
Abstract
Cytoskeleton and protein trafficking processes, including vesicle transport to synapses, are key processes in neuronal differentiation and axon outgrowth. The human protein FEZ1 (fasciculation and elongation protein zeta 1 / UNC-76, in C. elegans), SCOCO (short coiled-coil protein / UNC-69) and kinesins (e.g. kinesin heavy chain / UNC116) are involved in these processes. Exploiting the feature of FEZ1 protein as a bivalent adapter of transport mediated by kinesins and FEZ1 protein interaction with SCOCO (proteins involved in the same path of axonal growth), we investigated the structural aspects of intermolecular interactions involved in this complex formation by NMR (Nuclear Magnetic Resonance), cross-linking coupled with mass spectrometry (MS), SAXS (Small Angle X-ray Scattering) and molecular modelling. The topology of homodimerization was accessed through NMR (Nuclear Magnetic Resonance) studies of the region involved in this process, corresponding to FEZ1 (92-194). Through studies involving the protein in its monomeric configuration (reduced) and dimeric state, we propose that homodimerization occurs with FEZ1 chains oriented in an anti-parallel topology. We demonstrate that the interaction interface of FEZ1 and SCOCO defined by MS and computational modelling is in accordance with that previously demonstrated for UNC-76 and UNC-69. SAXS and literature data support a heterotetrameric complex model. These data provide details about the interaction interfaces probably involved in the transport machinery assembly and open perspectives to understand and interfere in this assembly and its involvement in neuronal differentiation and axon outgrowth.
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Affiliation(s)
- Marcos Rodrigo Alborghetti
- Laboratório Nacional de Biociências-LNBio, Centro Nacional de Pesquisa em Energia e Materiais-CNPEM, Campinas, SP, Brasil
| | - Ariane da Silva Furlan
- Laboratório Nacional de Biociências-LNBio, Centro Nacional de Pesquisa em Energia e Materiais-CNPEM, Campinas, SP, Brasil
- Departamento de Bioquímica-Programa de Pós-graduação em Biologia Funcional e Molecular, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - Júlio César da Silva
- Laboratório Nacional de Biociências-LNBio, Centro Nacional de Pesquisa em Energia e Materiais-CNPEM, Campinas, SP, Brasil
| | - Maurício Luís Sforça
- Laboratório Nacional de Biociências-LNBio, Centro Nacional de Pesquisa em Energia e Materiais-CNPEM, Campinas, SP, Brasil
| | - Rodrigo Vargas Honorato
- Laboratório Nacional de Biociências-LNBio, Centro Nacional de Pesquisa em Energia e Materiais-CNPEM, Campinas, SP, Brasil
| | - Daniela Campos Granato
- Laboratório Nacional de Biociências-LNBio, Centro Nacional de Pesquisa em Energia e Materiais-CNPEM, Campinas, SP, Brasil
| | - Deivid Lucas dos Santos Migueleti
- Laboratório Nacional de Biociências-LNBio, Centro Nacional de Pesquisa em Energia e Materiais-CNPEM, Campinas, SP, Brasil
- Departamento de Genética, Evolução e Bioagentes, Programa de Pós-graduação em Genética e Biologia Molecular, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - Jorge L. Neves
- Laboratório Nacional de Biociências-LNBio, Centro Nacional de Pesquisa em Energia e Materiais-CNPEM, Campinas, SP, Brasil
| | - Paulo Sergio Lopes de Oliveira
- Laboratório Nacional de Biociências-LNBio, Centro Nacional de Pesquisa em Energia e Materiais-CNPEM, Campinas, SP, Brasil
| | - Adriana Franco Paes-Leme
- Laboratório Nacional de Biociências-LNBio, Centro Nacional de Pesquisa em Energia e Materiais-CNPEM, Campinas, SP, Brasil
| | - Ana Carolina de Mattos Zeri
- Laboratório Nacional de Biociências-LNBio, Centro Nacional de Pesquisa em Energia e Materiais-CNPEM, Campinas, SP, Brasil
- Departamento de Bioquímica-Programa de Pós-graduação em Biologia Funcional e Molecular, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | | | - Jörg Kobarg
- Laboratório Nacional de Biociências-LNBio, Centro Nacional de Pesquisa em Energia e Materiais-CNPEM, Campinas, SP, Brasil
- Departamento de Bioquímica-Programa de Pós-graduação em Biologia Funcional e Molecular, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, SP, Brasil
- Departamento de Genética, Evolução e Bioagentes, Programa de Pós-graduação em Genética e Biologia Molecular, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, SP, Brasil
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