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Olanrewaju GO, Kruse CPS, Wyatt SE. Functional Meta-Analysis of the Proteomic Responses of Arabidopsis Seedlings to the Spaceflight Environment Reveals Multi-Dimensional Sources of Variability across Spaceflight Experiments. Int J Mol Sci 2023; 24:14425. [PMID: 37833871 PMCID: PMC10573023 DOI: 10.3390/ijms241914425] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 09/14/2023] [Accepted: 09/21/2023] [Indexed: 10/15/2023] Open
Abstract
The human quest for sustainable habitation of extraterrestrial environments necessitates a robust understanding of life's adaptability to the unique conditions of spaceflight. This study provides a comprehensive proteomic dissection of the Arabidopsis plant's responses to the spaceflight environment through a meta-analysis of proteomics data from four separate spaceflight experiments conducted on the International Space Station (ISS) in different hardware configurations. Raw proteomics LC/MS spectra were analyzed for differential expression in MaxQuant and Perseus software. The analysis of dissimilarities among the datasets reveals the multidimensional nature of plant proteomic responses to spaceflight, impacted by variables such as spaceflight hardware, seedling age, lighting conditions, and proteomic quantification techniques. By contrasting datasets that varied in light exposure, we elucidated proteins involved in photomorphogenesis and skotomorphogenesis in plant spaceflight responses. Additionally, with data from an onboard 1 g control experiment, we isolated proteins that specifically respond to the microgravity environment and those that respond to other spaceflight conditions. This study identified proteins and associated metabolic pathways that are consistently impacted across the datasets. Notably, these shared proteins were associated with critical metabolic functions, including carbon metabolism, glycolysis, gluconeogenesis, and amino acid biosynthesis, underscoring their potential significance in Arabidopsis' spaceflight adaptation mechanisms and informing strategies for successful space farming.
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Affiliation(s)
- Gbolaga O. Olanrewaju
- Molecular and Cellular Biology Program, Ohio University, Athens, OH 45701, USA;
- Department of Environmental and Plant Biology, Ohio University, Athens, OH 45701, USA
| | - Colin P. S. Kruse
- Los Alamos National Laboratory, Bioscience Division, Los Alamos, NM 87545, USA;
| | - Sarah E. Wyatt
- Molecular and Cellular Biology Program, Ohio University, Athens, OH 45701, USA;
- Department of Environmental and Plant Biology, Ohio University, Athens, OH 45701, USA
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2
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De Micco V, Aronne G, Caplin N, Carnero-Diaz E, Herranz R, Horemans N, Legué V, Medina FJ, Pereda-Loth V, Schiefloe M, De Francesco S, Izzo LG, Le Disquet I, Kittang Jost AI. Perspectives for plant biology in space and analogue environments. NPJ Microgravity 2023; 9:67. [PMID: 37604914 PMCID: PMC10442387 DOI: 10.1038/s41526-023-00315-x] [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: 11/10/2022] [Accepted: 08/02/2023] [Indexed: 08/23/2023] Open
Abstract
Advancements in plant space biology are required for the realization of human space exploration missions, where the re-supply of resources from Earth is not feasible. Until a few decades ago, space life science was focused on the impact of the space environment on the human body. More recently, the interest in plant space biology has increased because plants are key organisms in Bioregenerative Life Support Systems (BLSS) for the regeneration of resources and fresh food production. Moreover, plants play an important role in psychological support for astronauts. The definition of cultivation requirements for the design, realization, and successful operation of BLSS must consider the effects of space factors on plants. Altered gravitational fields and radiation exposure are the main space factors inducing changes in gene expression, cell proliferation and differentiation, signalling and physiological processes with possible consequences on tissue organization and organogenesis, thus on the whole plant functioning. Interestingly, the changes at the cellular and molecular levels do not always result in organismic or developmental changes. This apparent paradox is a current research challenge. In this paper, the main findings of gravity- and radiation-related research on higher plants are summarized, highlighting the knowledge gaps that are still necessary to fill. Existing experimental facilities to simulate the effect of space factors, as well as requirements for future facilities for possible experiments to achieve fundamental biology goals are considered. Finally, the need for making synergies among disciplines and for establishing global standard operating procedures for analyses and data collection in space experiments is highlighted.
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Affiliation(s)
- Veronica De Micco
- Department of Agricultural Sciences, University of Naples Federico II, via Università 100, 80055, Portici (NA), Italy.
| | - Giovanna Aronne
- Department of Agricultural Sciences, University of Naples Federico II, via Università 100, 80055, Portici (NA), Italy
| | - Nicol Caplin
- SciSpacE Team, Directorate of Human and Robotic Exploration Programmes, European Space Agency (ESA), Noordwijk, Netherlands
| | - Eugénie Carnero-Diaz
- Institute of Systematic, Evolution, Biodiversity, Sorbonne University, National Museum of Natural History, CNRS, EPHE, UA, 45, rue Buffon CP50, 75005, Paris, France
| | - Raúl Herranz
- Centro de Investigaciones Biológicas Margarita Salas - CSIC, Ramiro de Maeztu 9, 28040, Madrid, Spain
| | - Nele Horemans
- Belgian Nuclear Research Centre (SCK CEN), Biosphere Impact Studies (BIS), Boeretang 200, 2400, Mol, Belgium
| | - Valérie Legué
- Université Clermont Auvergne, INRAE, PIAF, F-63000, Clermont-Ferrand, France
| | - F Javier Medina
- Centro de Investigaciones Biológicas Margarita Salas - CSIC, Ramiro de Maeztu 9, 28040, Madrid, Spain
| | | | - Mona Schiefloe
- NTNU Social Research, Centre for Interdisciplinary Research in Space (CIRiS) Dragvoll Allé 38 B, 7049, Trondheim, Norway
| | - Sara De Francesco
- Department of Agricultural Sciences, University of Naples Federico II, via Università 100, 80055, Portici (NA), Italy
| | - Luigi Gennaro Izzo
- Department of Agricultural Sciences, University of Naples Federico II, via Università 100, 80055, Portici (NA), Italy
| | - Isabel Le Disquet
- Institute of Systematic, Evolution, Biodiversity, Sorbonne University, National Museum of Natural History, CNRS, EPHE, UA, 45, rue Buffon CP50, 75005, Paris, France
| | - Ann- Iren Kittang Jost
- NTNU Social Research, Centre for Interdisciplinary Research in Space (CIRiS) Dragvoll Allé 38 B, 7049, Trondheim, Norway
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3
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Hu J, Chen H, Wang H, Zheng H, Cai W, Xu P. A protocol for measuring the response of Arabidopsis roots to gravity and treatment for simulated microgravity. STAR Protoc 2023; 4:102099. [PMID: 36853717 PMCID: PMC9937981 DOI: 10.1016/j.xpro.2023.102099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 12/03/2022] [Accepted: 01/19/2023] [Indexed: 02/09/2023] Open
Abstract
We present a protocol to quantify the response of both normal and mutant Arabidopsis seedlings to gravity and simulated microgravity under earth-normal gravity conditions. We describe the steps to simulate microgravity using a three-dimensional (3D) clinostat, which changes the rate and direction at random and consistently rotates the axis horizontally and vertically to counteract the standard gravity at the Earth's surface. We then detail the gravity stimulation experiment, followed by the assessment of root responses using ImageJ-based analysis. For complete details on the use and execution of this protocol, please refer to Xu et al. (2022).1.
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Affiliation(s)
- Jinbo Hu
- Laboratory of Photosynthesis and Environment, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences, No. 300 Fenglin Road, Shanghai 200032, China; University of Chinese Academy of Sciences, Beijing 100039, China
| | - Haiying Chen
- Laboratory of Photosynthesis and Environment, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences, No. 300 Fenglin Road, Shanghai 200032, China
| | - Hongxia Wang
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Huiqiong Zheng
- Laboratory of Photosynthesis and Environment, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences, No. 300 Fenglin Road, Shanghai 200032, China
| | - Weiming Cai
- Laboratory of Photosynthesis and Environment, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences, No. 300 Fenglin Road, Shanghai 200032, China.
| | - Peipei Xu
- Laboratory of Photosynthesis and Environment, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences, No. 300 Fenglin Road, Shanghai 200032, China.
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4
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Red Light Enhances Plant Adaptation to Spaceflight and Mars g-Levels. Life (Basel) 2022; 12:life12101484. [PMID: 36294919 PMCID: PMC9605285 DOI: 10.3390/life12101484] [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] [Received: 08/25/2022] [Revised: 09/14/2022] [Accepted: 09/20/2022] [Indexed: 12/15/2022] Open
Abstract
Understanding how plants respond and adapt to extraterrestrial conditions is essential for space exploration initiatives. Deleterious effects of the space environment on plant development have been reported, such as the unbalance of cell growth and proliferation in the root meristem, or gene expression reprogramming. However, plants are capable of surviving and completing the seed-to-seed life cycle under microgravity. A key research challenge is to identify environmental cues, such as light, which could compensate the negative effects of microgravity. Understanding the crosstalk between light and gravity sensing in space was the major objective of the NASA-ESA Seedling Growth series of spaceflight experiments (2013–2018). Different g-levels were used, with special attention to micro-g, Mars-g, and Earth-g. In spaceflight seedlings illuminated for 4 days with a white light photoperiod and then photostimulated with red light for 2 days, transcriptomic studies showed, first, that red light partially reverted the gene reprogramming induced by microgravity, and that the combination of microgravity and photoactivation was not recognized by seedlings as stressful. Two mutant lines of the nucleolar protein nucleolin exhibited differential requirements in response to red light photoactivation. This observation opens the way to directed-mutagenesis strategies in crop design to be used in space colonization. Further transcriptomic studies at different g-levels showed elevated plastid and mitochondrial genome expression in microgravity, associated with disturbed nucleus–organelle communication, and the upregulation of genes encoding auxin and cytokinin hormonal pathways. At the Mars g-level, genes of hormone pathways related to stress response were activated, together with some transcription factors specifically related to acclimation, suggesting that seedlings grown in partial-g are able to acclimate by modulating genome expression in routes related to space-environment-associated stress.
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Darigh F, Iranbakhsh A, Oraghi Ardebili Z, Ebadi M, Hassanpour H. Simulated microgravity contributed to modification of callogenesis performance and secondary metabolite production in CannabisIndica. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2022; 186:157-168. [PMID: 35849945 DOI: 10.1016/j.plaphy.2022.07.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 07/04/2022] [Accepted: 07/09/2022] [Indexed: 05/09/2023]
Abstract
In vitro plant culture paves the way for meeting the industrial demand of pharmaceutically valuable secondary metabolites. This study intends to monitor how callus cells of Cannabis indica respond to the simulated microgravity (clinorotation; a Man-made technology). Callus initiation resulted from the culture of the leaf explant in a medium supplemented with kinetin (0.5 mgL-1) and 2, 4-D (2 mgL-1). Calli were treated with microgravity at three exposure times (0, 3, and 5 days). The microgravity treatments increased callus biomass about 2.5-fold. The clinorotation treatments transcriptionally induced the olivetolic acid cyclase (OAC) and olivetol synthase (OLS) genes about 6.2-fold. The tetrahydrocannabinolic acid synthase (THCAS) and cannabidiolic acid synthase (CBDAS) genes displayed a similar upward trend in response to microgravity. The applied treatments also stimulated the expression of the ethylene-responsive element-binding proteins (ERF1B) and WRKY1 transcription factors by an average of 7.6-fold. Moreover, the simulated microgravity triggered epigenetic modification in the DNA methylation profile. The HPLC-based assessment validated the high efficacy of the clinorotation treatments to increase the concentration of cannabinoids, including Cannabigerol (CBG) and Cannabidiol (CBD). However, the clinorotated calli contained a lower concentration of Tetrahydrocannabinol (THC) than the control group. The microgravity treatments increased concentrations of proline (79%), soluble sugars (61.3%), and proteins (21.4%) in calli. The biochemical assessment revealed that the clinorotation treatments slightly increased H2O2 concentration. The upregulation in the activities of peroxidase, catalase, and phenylalanine ammonia-lyase enzymes resulted from the microgravity treatments. Both HPLC and molecular assessments validated the significant efficacy of microgravity to enhance the production of cannabinoids.
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Affiliation(s)
- Farzaneh Darigh
- Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Alireza Iranbakhsh
- Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran.
| | | | - Mostafa Ebadi
- Department of Biology, Damghan Branch, Islamic Azad University, Damghan, Iran
| | - Halimeh Hassanpour
- Aerospace Research Institute, Ministry of Science Research and Technology, Tehran, Iran
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6
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Manzano A, Carnero-Diaz E, Herranz R, Medina FJ. Recent transcriptomic studies to elucidate the plant adaptive response to spaceflight and to simulated space environments. iScience 2022; 25:104687. [PMID: 35856037 PMCID: PMC9287483 DOI: 10.1016/j.isci.2022.104687] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Discovering the adaptation mechanisms of plants to the space environment is essential for supporting human space exploration. Transcriptomic analyses allow the identification of adaptation response pathways by detecting changes in gene expression at the global genome level caused by the main factors of the space environment, namely altered gravity and cosmic radiation. This article reviews transcriptomic studies carried out from plants grown in spaceflights and in different ground-based microgravity simulators. Despite differences in plant growth conditions, these studies have shown that cell wall remodeling, oxidative stress, defense response, and photosynthesis are common altered processes in plants grown under spaceflight conditions. European scientists have significantly contributed to the acquisition of this knowledge, e.g., by showing the role of red light in the adaptation response of plants (EMCS experiments) and the mechanisms of cellular response and adaptation mostly affecting cell cycle regulation, using cell cultures in microgravity simulators. Cell wall, photosynthesis, and stress response are key in plant adaptation to space DNA methylation and alternative splicing are among the involved molecular mechanisms Light is an essential factor for plant development, even more in the space environment EMCS and simulation cell culture experiments are the main European contributions
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Affiliation(s)
- Aránzazu Manzano
- PCNPμG Lab (Plant Cell Nucleolus, Proliferation and Microgravity), Centro de Investigaciones Biológicas Margarita Salas - CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - Eugénie Carnero-Diaz
- Institut Systématique, Evolution, Biodiversité (ISYEB), Muséum National d'Histoire Naturelle, Sorbonne Université, CNRS, EPHE, UA, Paris, 75005, France
| | - Raúl Herranz
- PCNPμG Lab (Plant Cell Nucleolus, Proliferation and Microgravity), Centro de Investigaciones Biológicas Margarita Salas - CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - F Javier Medina
- PCNPμG Lab (Plant Cell Nucleolus, Proliferation and Microgravity), Centro de Investigaciones Biológicas Margarita Salas - CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
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7
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Deane CS, da Silveira WA, Herranz R. Space omics research in Europe: Contributions, geographical distribution and ESA member state funding schemes. iScience 2022; 25:103920. [PMID: 35265808 PMCID: PMC8898910 DOI: 10.1016/j.isci.2022.103920] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
The European research community, via European Space Agency (ESA) spaceflight opportunities, has significantly contributed toward our current understanding of spaceflight biology. Recent molecular biology experiments include "omic" analysis, which provides a holistic and systems level understanding of the mechanisms underlying phenotypic adaptation. Despite vast interest in, and the immense quantity of biological information gained from space omics research, the knowledge of ESA-related space omics works as a collective remains poorly defined due to the recent exponential application of omics approaches in space and the limited search capabilities of pre-existing records. Thus, a review of such contributions is necessary to clarify and promote the development of space omics among ESA and ESA state members. To address this gap, in this review, we i) identified and summarized omics works led by European researchers, ii) geographically described these omics works, and iii) highlighted potential caveats in complex funding scenarios among ESA member states.
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Affiliation(s)
- Colleen S Deane
- Department of Sport and Health Science, College of Life and Environmental Sciences, University of Exeter, Exeter EX1 2LU, UK.,Living Systems Institute, University of Exeter, Stocker Road, Exeter EX4 4QD, UK
| | | | - Willian A da Silveira
- Department of Applied Biomedical Science, Faculty of Health Sciences, University of Malta, Msida MSD, 2080, Malta
| | - Raúl Herranz
- Centro de Investigaciones Biológicas Margarita Salas (CSIC), 28040 Madrid, Spain
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8
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Liu Z, Pan R, Li W, Li Y. Comprehensive Analysis of Cell Cycle-Related Genes in Patients With Prostate Cancer. Front Oncol 2022; 11:796795. [PMID: 35087757 PMCID: PMC8787043 DOI: 10.3389/fonc.2021.796795] [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: 10/17/2021] [Accepted: 12/06/2021] [Indexed: 11/13/2022] Open
Abstract
This study aimed to identify critical cell cycle-related genes (CCRGs) in prostate cancer (PRAD) and to evaluate the clinical prognostic value of the gene panel selected. Gene set variation analysis (GSVA) of dysregulated genes between PRAD and normal tissues demonstrated that the cell cycle-related pathways played vital roles in PRAD. Patients were classified into four clusters, which were associated with recurrence-free survival (RFS). Moreover, 200 prognostic-related genes were selected using the Kaplan-Meier (KM) survival analysis and univariable Cox regression. The prognostic CCRG risk score was constructed using random forest survival and multivariate regression Cox methods, and their efficiency was validated in Memorial Sloan Kettering Cancer Center (MSKCC) and GSE70770. We identified nine survival-related genes: CCNL2, CDCA5, KAT2A, CHTF18, SPC24, EME2, CDK5RAP3, CDC20, and PTTG1. Based on the median risk score, the patients were divided into two groups. Then the functional enrichment analyses, mutational profiles, immune components, estimated half-maximal inhibitory concentration (IC50), and candidate drugs were screened of these two groups. In addition, the characteristics of nine hub CCRGs were explored in Oncomine, cBioPortal, and the Human Protein Atlas (HPA) datasets. Finally, the expression profiles of these hub CCRGs were validated in RWPE-1 and three PRAD cell lines (PC-3, C4-2, and DU-145). In conclusion, our study systematically explored the role of CCRGs in PRAD and constructed a risk model that can predict the clinical prognosis and immunotherapeutic benefits.
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Affiliation(s)
- Zehua Liu
- Department of Urology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Rongfang Pan
- Department of Nutrition, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Wenxian Li
- Department of Urology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yanjiang Li
- Department of Urology, The Affiliated Hospital of Qingdao University, Qingdao, China
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9
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El-Hallouty SM, Soliman AAF, Nassrallah A, Salamatullah A, Alkaltham MS, Kamal KY, Hanafy EA, Gaballa HS, Aboul-Soud MAM. Crude Methanol Extract of Rosin Gum Exhibits Specific Cytotoxicity against Human Breast Cancer Cells via Apoptosis Induction. Anticancer Agents Med Chem 2021; 20:1028-1036. [PMID: 32324522 DOI: 10.2174/1871520620666200423074826] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 02/09/2020] [Accepted: 02/12/2020] [Indexed: 01/09/2023]
Abstract
BACKGROUND Rosin (Colophony) is a natural resin derived from species of the pine family Pinaceae. It has wide industrial applications including printing inks, photocopying paper, adhesives and varnishes, soap and soda. Rosin and its derivatives are employed as ingredients in various pharmaceutical products such as ointments and plasters. Rosin-based products contain allergens that may exert some occupational health problems such as asthma and contact dermatitis. OBJECTIVE Our knowledge of the pharmaceutical and medicinal properties of rosin is limited. The current study aims at investigating the cytotoxic potential of Rosin-Derived Crude Methanolic Extract (RD-CME) and elucidation of its mode-of-action against breast cancer cells (MCF-7 and MDA-MB231). METHODS Crude methanol extract was prepared from rosin. Its phenolic contents were analyzed by Reversed- Phase High-Performance Liquid Chromatography (RP-HPLC). Antioxidant activity was evaluated by DPPH radical-scavenging assay. Antiproliferation activity against MCF-7 and MDA-MB231 cancerous cells was investigated by MTT assay; its potency compared with doxorubicin as positive control and specificity were assessed compared to two non-cancerous cell lines (BJ-1 and MCF-12F). Selected apoptosis protein markers were assayed by western blotting. Cell cycle analysis was performed by Annexin V-FITC/PI FACS assay. RESULTS RD-CME exhibited significant and selective cytotoxicity against the two tested breast cancer cells (MCF-7 and MDA-MB231) compared to normal cells as revealed by MTT assay. ELISA and western blotting indicated that the observed antiproliferative activity of RD-CME is mediated via the engagement of an intrinsic apoptosis signaling pathway, as judged by enhanced expression of key pro-apoptotic protein markers (p53, Bax and Casp 3) relative to vehicle solvent-treated MCF-7 control cells. CONCLUSION To our knowledge, this is the first report to investigate the medicinal anticancer and antioxidant potential of crude methanolic extract derived from colophony rosin. We provided evidence that RD-CME exhibits strong antioxidant and anticancer effects. The observed cytotoxic activity against MCF-7 is proposed to take place via G2/M cell cycle arrest and apoptosis. Colophony resin has a great potential to join the arsenal of plantderived natural anticancer drugs. Further thorough investigation of the potential cytotoxicity of RD-CME against various cancerous cell lines is required to assess the spectrum and potency of its novel activity.
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Affiliation(s)
- Salwa M El-Hallouty
- Drug Bioassay-Cell Culture Laboratory, Pharmacognosy Department, National Research Center, Dokki, Giza, 12622, Egypt
| | - Ahmed A F Soliman
- Drug Bioassay-Cell Culture Laboratory, Pharmacognosy Department, National Research Center, Dokki, Giza, 12622, Egypt
| | - Amr Nassrallah
- Biochemistry Department, Cairo University Research Park (CURP), Cairo University, Giza 12613, Egypt
| | - Ahmad Salamatullah
- Department of Food Science and Nutrition, College of Food and Agriculture Sciences, King Saud University, Riyadh 11541, Saudi Arabia
| | - Mohammed S Alkaltham
- Department of Food Science and Nutrition, College of Food and Agriculture Sciences, King Saud University, Riyadh 11541, Saudi Arabia
| | - Khaled Y Kamal
- Agronomy Department, Faculty of Agriculture, Zagazig University, Zagazig, Sharqia, 44511, Egypt
| | - Eman A Hanafy
- Biochemistry Department, Cairo University Research Park (CURP), Cairo University, Giza 12613, Egypt
| | - Hanan S Gaballa
- Biochemistry Department, Cairo University Research Park (CURP), Cairo University, Giza 12613, Egypt
| | - Mourad A M Aboul-Soud
- Biochemistry Department, Cairo University Research Park (CURP), Cairo University, Giza 12613, Egypt
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10
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Zhang Z, Ji M, Li J, Wu Q, Huang Y, He G, Xu J. Molecular Classification Based on Prognostic and Cell Cycle-Associated Genes in Patients With Colon Cancer. Front Oncol 2021; 11:636591. [PMID: 33898311 PMCID: PMC8059408 DOI: 10.3389/fonc.2021.636591] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 02/11/2021] [Indexed: 01/27/2023] Open
Abstract
The molecular classification of patients with colon cancer is inconclusive. The gene set enrichment analysis (GSEA) of dysregulated genes among normal and tumor tissues indicated that the cell cycle played a crucial role in colon cancer. We performed univariate Cox regression analysis to find out the prognostic-related genes, and these genes were then intersected with cell cycle-associated genes and were further recognized as prognostic and cell cycle-associated genes. Unsupervised non-negative matrix factorization (NMF) clustering was performed based on cell cycle-associated genes. Two subgroups were identified with different overall survival, clinical features, cell cycle enrichment profile, and mutation profile. Through nearest template prediction (NTP), the molecular classification could be effectively repeated in the original data set and validated in several independent data sets indicating that the classification is highly repeatable. Furthermore, we constructed two prognostic signatures in two subgroups, respectively. Our molecular classification based on cell cycle may provide novel insight into the treatment and the prognosis of colon cancer.
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Affiliation(s)
- Zhiyuan Zhang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Meiling Ji
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jie Li
- Department of General Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Qi Wu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yuanjian Huang
- Department of General Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Guodong He
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jianmin Xu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
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11
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Tesei D, Chiang AJ, Kalkum M, Stajich JE, Mohan GBM, Sterflinger K, Venkateswaran K. Effects of Simulated Microgravity on the Proteome and Secretome of the Polyextremotolerant Black Fungus Knufia chersonesos. Front Genet 2021; 12:638708. [PMID: 33815472 PMCID: PMC8012687 DOI: 10.3389/fgene.2021.638708] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 02/19/2021] [Indexed: 11/13/2022] Open
Abstract
Black fungi are a group of melanotic microfungi characterized by remarkable polyextremotolerance. Due to a broad ecological plasticity and adaptations at the cellular level, it is predicted that they may survive in a variety of extreme environments, including harsh niches on Earth and Mars, and in outer space. However, the molecular mechanisms aiding survival, especially in space, are yet to be fully elucidated. Based on these premises, the rock-inhabiting black fungus Knufia chersonesos (Wt) and its non-melanized mutant (Mut) were exposed to simulated microgravity-one of the prevalent features characterizing space conditions-by growing the cultures in high-aspect-ratio vessels (HARVs). Qualitative and quantitative proteomic analyses were performed on the mycelia and supernatant of culture medium (secretome) to assess alterations in cell physiology in response to low-shear simulated microgravity (LSSMG) and to ultimately evaluate the role of cell-wall melanization in stress survival. Differential expression was observed for proteins involved in carbohydrate and lipid metabolic processes, transport, and ribosome biogenesis and translation via ribosomal translational machinery. However, no evidence of significant activation of stress components or starvation response was detected, except for the scytalone dehydratase, enzyme involved in the synthesis of dihydroxynaphthalene (DNH) melanin, which was found to be upregulated in the secretome of the wild type and downregulated in the mutant. Differences in protein modulation were observed between K. chersonesos Wt and Mut, with several proteins being downregulated under LSSMG in the Mut when compared to the Wt. Lastly, no major morphological alterations were observed following exposure to LSSMG. Similarly, the strains' survivability was not negatively affected. This study is the first to characterize the response to simulated microgravity in black fungi, which might have implications on future astrobiological missions.
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Affiliation(s)
- Donatella Tesei
- Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria
- Biotechnology and Planetary Protection Group, Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States
| | - Abby J. Chiang
- Department of Molecular Imaging and Therapy, Beckman Research Institute of City of Hope, Duarte, CA, United States
| | - Markus Kalkum
- Department of Molecular Imaging and Therapy, Beckman Research Institute of City of Hope, Duarte, CA, United States
| | - Jason E. Stajich
- Department of Microbiology and Plant Pathology, Institute of Integrative Genome Biology, University of California, Riverside, Riverside, CA, United States
| | - Ganesh Babu Malli Mohan
- Department of Biotechnology, Centre for Research and Infectious Diseases, SASTRA Deemed University, Thanjavur, India
| | - Katja Sterflinger
- Institute for Natural Sciences and Technology in the Arts, Academy of Fine Arts Vienna, Vienna, Austria
| | - Kasthuri Venkateswaran
- Biotechnology and Planetary Protection Group, Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States
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12
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Network Analysis of Gene Transcriptions of Arabidopsis thaliana in Spaceflight Microgravity. Genes (Basel) 2021; 12:genes12030337. [PMID: 33668919 PMCID: PMC7996555 DOI: 10.3390/genes12030337] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Revised: 02/08/2021] [Accepted: 02/23/2021] [Indexed: 02/06/2023] Open
Abstract
The transcriptomic datasets of the plant model organism Arabidopsis thaliana grown in the International Space Station provided by GeneLab have been mined to isolate the impact of spaceflight microgravity on gene expressions related to root growth. A set of computational tools is used to identify the hub genes that respond differently in spaceflight with controlled lighting compared to on the ground. These computational tools based on graph-theoretic approaches are used to infer gene regulatory networks from the transcriptomic datasets. The three main algorithms used for network analyses are Least Absolute Shrinkage and Selection Operator (LASSO), Pearson correlation, and the Hyperlink-Induced Topic Search (HITS) algorithm. Graph-based spectral analyses reveal distinct properties of the spaceflight microgravity networks for the Wassilewskija (WS), Columbia (Col)-0, and mutant phytochromeD (phyD) ecotypes. The set of hub genes that are significantly altered in spaceflight microgravity are mainly involved in cell wall synthesis, protein transport, response to auxin, stress responses, and catabolic processes. Network analysis highlights five important root growth-regulating hub genes that have the highest outdegree distribution in spaceflight microgravity networks. These concerned genes coding for proteins are identified from the Gene Regulatory Networks (GRNs) corresponding to spaceflight total light environment. Furthermore, network analysis uncovers genes that encode nucleotide-diphospho-sugar interconversion enzymes that have higher transcriptional regulation in spaceflight microgravity and are involved in cell wall biosynthesis.
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13
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Sathasivam M, Hosamani R, K Swamy B, Kumaran G S. Plant responses to real and simulated microgravity. LIFE SCIENCES IN SPACE RESEARCH 2021; 28:74-86. [PMID: 33612182 DOI: 10.1016/j.lssr.2020.10.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2020] [Revised: 09/22/2020] [Accepted: 10/07/2020] [Indexed: 06/12/2023]
Abstract
Plant biology experiments in real and simulated microgravity have significantly contributed to our understanding of physiology and behavior of plants. How do plants perceive microgravity? How that perception translates into stimulus? And in turn plant's response and adaptation to microgravity through physiological, cellular, and molecular changes have been reasonably well documented in the literature. Knowledge gained through these plant biology experiments in microgravity helped to successfully cultivate crops in space. For instance, salad crop such as red romaine lettuce grown on the International Space Station (ISS) is allowed to incorporate into the crew's supplementary diet. However, the use of plants as a sustainable bio-regenerative life support system (BLSS) to produce fresh food and O2, reduce CO2 level, recycle metabolic waste, and efficient water management for long-duration space exploration missions requires critical gap filling research. Hence, it is inevitable to reflect and review plant biology microgravity research findings time and again with a new set of data available in the literature. With that in focus, the current article discusses phenotypic, physiological, biochemical, cell cycle, cell wall changes and molecular responses of plants to microgravity both in real and simulated conditions with the latest literature.
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Affiliation(s)
- Malarvizhi Sathasivam
- Institute of Agricultural Biotechnology (IABT), University of Agricultural Sciences, Dharwad, Karnataka, 580005, India
| | - Ravikumar Hosamani
- Institute of Agricultural Biotechnology (IABT), University of Agricultural Sciences, Dharwad, Karnataka, 580005, India.
| | - Basavalingayya K Swamy
- Institute of Agricultural Biotechnology (IABT), University of Agricultural Sciences, Dharwad, Karnataka, 580005, India
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