1
|
Huang X, Jiang J, Shen J, Xu Z, Gu F, Pei J, Zhang L, Tang P, Yin P. The Influences of Cryopreservation Methods on RNA, Protein, Microstructure and Cell Viability of Skeletal Muscle Tissue. Biopreserv Biobank 2024; 22:225-234. [PMID: 37594856 DOI: 10.1089/bio.2023.0005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/20/2023] Open
Abstract
Background: Different experiments require different sample storage methods. The commonly used preservation methods in biobank practice cannot fully meet the multifarious requirements of experimental techniques. Programmable controlled slow freezing (PCSF) can maintain the viability of tissue. In this study, we hypothesized that PCSF-preserved samples have potential advantages in matching subsequent experiments compared with existing methods. Methods: We compared the differences on skeletal muscle tissue RNA integrity, protein integrity, microstructure integrity, and cell viability between four existing cryopreservation methods: liquid nitrogen (LN2) snap-freezing, LN2-cooled isopentane snap-freezing, RNAlater®-based freezing, and PCSF. RNA integrity was evaluated using agarose gel electrophoresis and RNA integrity number. Freezing-related microstructural damage in the muscle tissue was evaluated using ice crystal diameter and muscle fiber cross-sectional area. Protein integrity was evaluated using immunofluorescence staining. Cell viability was evaluated using trypan blue staining after primary muscle cell isolation. Results: PCSF preserved RNA integrity better than LN2 and isopentane, with a statistically significant difference. RNAlater preserved RNA integrity best. PCSF best controlled ice crystal size in myofibers, with a significant difference compared with LN2. The PCSF method best preserved the integrity of protein epitopes according to the mean fluorescence intensity results, with a significant difference. Cell viability was best preserved in the PCSF method compared with the other three methods, with a significant difference. Conclusion: PCSF protected the RNA integrity, microstructural integrity, protein integrity, and cell viability of skeletal muscle tissue. The application of PCSF in biobank practice is recommended as a multi-experiment-compatible cryopreservation method.
Collapse
Affiliation(s)
- Xiang Huang
- Medical School of Chinese PLA, Chinese PLA General Hospital, Beijing, People's Republic of China
- Department of Orthopedics, Chinese PLA General Hospital, Beijing, People's Republic of China
- National Clinical Research Center for Orthopedics, Sports Medicine and Rehabilitation, Beijing, People's Republic of China
| | - Jingjing Jiang
- Medical Innovation Research Division of Chinese PLA General Hospital, Clinical Biobank Center, Beijing, People's Republic of China
| | - Junmin Shen
- Department of Orthopedics, Chinese PLA General Hospital, Beijing, People's Republic of China
- National Clinical Research Center for Orthopedics, Sports Medicine and Rehabilitation, Beijing, People's Republic of China
- School of Medicine, Nankai University, Tianjin, People's Republic of China
| | - Ziying Xu
- Department of Bacteriology, Capital Institute of Pediatrics, Beijing, People's Republic of China
| | - Fangyan Gu
- Medical Innovation Research Division of Chinese PLA General Hospital, Clinical Biobank Center, Beijing, People's Republic of China
| | - Jinlian Pei
- Medical Innovation Research Division of Chinese PLA General Hospital, Clinical Biobank Center, Beijing, People's Republic of China
| | - Licheng Zhang
- Department of Orthopedics, Chinese PLA General Hospital, Beijing, People's Republic of China
- National Clinical Research Center for Orthopedics, Sports Medicine and Rehabilitation, Beijing, People's Republic of China
| | - Peifu Tang
- Department of Orthopedics, Chinese PLA General Hospital, Beijing, People's Republic of China
- National Clinical Research Center for Orthopedics, Sports Medicine and Rehabilitation, Beijing, People's Republic of China
| | - Pengbin Yin
- Department of Orthopedics, Chinese PLA General Hospital, Beijing, People's Republic of China
- National Clinical Research Center for Orthopedics, Sports Medicine and Rehabilitation, Beijing, People's Republic of China
| |
Collapse
|
2
|
Smenderovac E, Emilson C, Rheault K, Brazeau É, Morency MJ, Gagné P, Venier L, Martineau C. Drying as an effective method to store soil samples for DNA-based microbial community analyses: a comparative study. Sci Rep 2024; 14:1725. [PMID: 38242898 PMCID: PMC10798986 DOI: 10.1038/s41598-023-50541-2] [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: 06/29/2023] [Accepted: 12/21/2023] [Indexed: 01/21/2024] Open
Abstract
Soil sampling for environmental DNA in remote and semi-remote locations is often limited due to logistical constraints surrounding sample preservation, including no or limited access to a freezer. Freezing at - 20 °C is a common DNA preservation strategy, however, other methods such as desiccation, ethanol or commercial preservatives are available as potential alternative DNA preservation methods for room temperature storage. In this study, we assessed five preservation methods (CD1 solution, 95% Ethanol, Dry & Dry silica gel packs, RNAlater, LifeGuard) along with freezing at - 20 °C, against immediate extraction on organic and mineral soils for up to three weeks of preservation. We assessed direct effects on DNA concentration and quality, and used DNA metabarcoding to assess effects on bacterial and fungal communities. Drying with Dry & Dry led to no significant differences from immediate extraction. RNAlater led to lower DNA concentrations, but effects on community structures were comparable to freezing. CD1, LifeGuard and Ethanol either caused immediate significant shifts in community structure, degradation of DNA quality or changes in diversity metrics. Overall, our study supports the use of drying with silica gel packs as a cost-effective, and easily applied method for the short-term storage at room temperature for DNA-based microbial community analyses.
Collapse
Affiliation(s)
| | - Caroline Emilson
- Canadian Forest Service, Natural Resources Canada, Ottawa, Canada
| | - Karelle Rheault
- Canadian Forest Service, Natural Resources Canada, Ottawa, Canada
| | - Élodie Brazeau
- Canadian Forest Service, Natural Resources Canada, Ottawa, Canada
| | | | - Patrick Gagné
- Canadian Forest Service, Natural Resources Canada, Ottawa, Canada
| | - Lisa Venier
- Canadian Forest Service, Natural Resources Canada, Ottawa, Canada
| | | |
Collapse
|
3
|
Chakkingal Bhaskaran B, Meyermans R, Gorssen W, Maes GE, Buyse J, Janssens S, Buys N. The forgotten variable? Does the euthanasia method and sample storage condition influence an organisms transcriptome - a gene expression analysis on multiple tissues in pigs. BMC Genomics 2023; 24:769. [PMID: 38093185 PMCID: PMC10720124 DOI: 10.1186/s12864-023-09794-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 11/08/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Transcriptomic studies often require collection of fresh tissues post euthanasia. The chosen euthanasia method might have the potential to induce variations in gene expressions that are unlinked with the experimental design. The present study compared the suitability of 'nitrogen gas in foam' (ANOXIA) in comparison to a non-barbiturate anaesthetic, T-61® (T61), for euthanizing piglets used in transcriptome research. Further, the effect of common tissue storage conditions, RNAlater™ (RL) and snap freezing in liquid nitrogen (LN2), on gene expression profiles were also analysed. RESULTS On comparison of the 3'mRNA-Seq data generated from pituitary, hypothalamus, liver and lung tissues, no significant differential expression in the protein coding genes were detected between the euthanasia methods. This implies that the nitrogen anoxia method could be a suitable alternative for euthanasia of piglets used in transcriptomic research. However, small nuclear RNAs (snRNAs) that constitute the eukaryotic spliceosomal machinery were found to be significantly higher (log2fold change ≥ 2.0, and adjusted p value ≤ 0.1) in pituitary samples collected using ANOXIA. Non-protein coding genes like snRNAs that play an important role in pre-mRNA splicing can subsequently modify gene expression. Storage in RL was found to be superior in preserving RNA compared to LN2 storage, as evidenced by the significantly higher RIN values in representative samples. However, storage in RL as opposed to LN2, also influenced differential gene expression in multiple tissues, perhaps as a result of its inability to inhibit biological activity during storage. Hence such external sources of variations should be carefully considered before arriving at research conclusions. CONCLUSIONS Source of biological variations like euthanasia method and storage condition can confound research findings. Even if we are unable to prevent the effect of these external factors, it will be useful to identify the impact of these variables on the parameter under observation and thereby prevent misinterpretation of our results.
Collapse
Affiliation(s)
- B Chakkingal Bhaskaran
- Department of Biosystems, Centre for Animal Breeding and Genetics, KU Leuven, Kasteelpark Arenberg 30, Box 2472, Leuven, 3001, Belgium.
| | - R Meyermans
- Department of Biosystems, Centre for Animal Breeding and Genetics, KU Leuven, Kasteelpark Arenberg 30, Box 2472, Leuven, 3001, Belgium
| | - W Gorssen
- Department of Biosystems, Centre for Animal Breeding and Genetics, KU Leuven, Kasteelpark Arenberg 30, Box 2472, Leuven, 3001, Belgium
| | - G E Maes
- Centre for Human Genetics, Genomics Core, UZ-KU Leuven, Leuven, Belgium
| | - J Buyse
- Department of Biosystems, Laboratory of Livestock Physiology, KU Leuven, Kasteelpark Arenberg 30, Box 2472, Leuven, 3001, Belgium
| | - S Janssens
- Department of Biosystems, Centre for Animal Breeding and Genetics, KU Leuven, Kasteelpark Arenberg 30, Box 2472, Leuven, 3001, Belgium
| | - N Buys
- Department of Biosystems, Centre for Animal Breeding and Genetics, KU Leuven, Kasteelpark Arenberg 30, Box 2472, Leuven, 3001, Belgium.
| |
Collapse
|
4
|
Hua QQH, Young C, Pukala TL, Martino JC, Hoffmann P, Gillanders BM, Doubleday ZA. Better late than never: Optimising the proteomic analysis of field-collected octopus. PLoS One 2023; 18:e0288084. [PMID: 37437086 DOI: 10.1371/journal.pone.0288084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 06/19/2023] [Indexed: 07/14/2023] Open
Abstract
Proteomics, the temporal study of proteins expressed by an organism, is a powerful technique that can reveal how organisms respond to biological perturbations, such as disease and environmental stress. Yet, the use of proteomics for addressing ecological questions has been limited, partly due to inadequate protocols for the sampling and preparation of animal tissues from the field. Although RNAlater is an ideal alternative to freezing for tissue preservation in transcriptomics studies, its suitability for the field could be more broadly examined. Moreover, existing protocols require samples to be preserved immediately to maintain protein integrity, yet the effects of delays in preservation on proteomic analyses have not been thoroughly tested. Hence, we optimised a proteomic workflow for wild-caught samples. First, we conducted a preliminary in-lab test using SDS-PAGE analysis on aquaria-reared Octopus berrima confirming that RNAlater can effectively preserve proteins up to 6 h after incubation, supporting its use in the field. Subsequently, we collected arm tips from wild-caught Octopus berrima and preserved them in homemade RNAlater immediately, 3 h, and 6 h after euthanasia. Processed tissue samples were analysed by liquid chromatography tandem mass spectrometry to ascertain protein differences between time delay in tissue preservation, as well as the influence of sex, tissue type, and tissue homogenisation methods. Over 3500 proteins were identified from all tissues, with bioinformatic analysis revealing protein abundances were largely consistent regardless of sample treatment. However, nearly 10% additional proteins were detected from tissues homogenised with metal beads compared to liquid nitrogen methods, indicating the beads were more efficient at extracting proteins. Our optimised workflow demonstrates that sampling non-model organisms from remote field sites is achievable and can facilitate extensive proteomic coverage without compromising protein integrity.
Collapse
Affiliation(s)
- Qiaz Q H Hua
- Environment Institute and School of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Clifford Young
- Future Industries Institute, University of South Australia, Mawson Lakes, South Australia, Australia
- Clinical & Health Sciences, University of South Australia, Adelaide, South Australia, Australia
| | - Tara L Pukala
- Department of Chemistry, School of Physics, Chemistry and Earth Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Jasmin C Martino
- Future Industries Institute, University of South Australia, Mawson Lakes, South Australia, Australia
| | - Peter Hoffmann
- Future Industries Institute, University of South Australia, Mawson Lakes, South Australia, Australia
- Clinical & Health Sciences, University of South Australia, Adelaide, South Australia, Australia
| | - Bronwyn M Gillanders
- Environment Institute and School of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Zoe A Doubleday
- Future Industries Institute, University of South Australia, Mawson Lakes, South Australia, Australia
| |
Collapse
|
5
|
A Comparative Study on the Effect of Euthanasia Methods and Sample Storage Conditions on RNA Yield and Quality in Porcine Tissues. Animals (Basel) 2023; 13:ani13040698. [PMID: 36830485 PMCID: PMC9952302 DOI: 10.3390/ani13040698] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 02/10/2023] [Accepted: 02/13/2023] [Indexed: 02/18/2023] Open
Abstract
Animals used in research often have to be euthanised, especially when tissue sampling is essential. Recently, a euthanasia method, utilizing an inhalant anaesthetic 'nitrogen gas in foam' in an anoxia box (ANOXIATM), has gained considerable interest as it claimed to be more animal-friendly. However, it is not clear whether the use of this euthanasia method has an influence on RNA measurements. Moreover, there are no studies on the interaction effect of different euthanasia methods on the tissue sample storage conditions. The current study compared RNA measurements from two euthanasia methods (ANOXIATM vs. T-61® injection) and two storage conditions (RNAlater™ vs. snap freezing) in 12 male piglets. The nitrogen anoxia method had a significantly higher RNA yield (p < 0.01) compared to the T-61® method. However, no effect of the euthanasia methods on the A260/230 ratio and RIN value was observed. Tissues stored in RNAlater™ had significantly higher RIN values (p < 0.001) compared to snap frozen samples. The present study could not find a significant difference between the two euthanasia methods in piglets, with regard to RNA quality measurements. Hence, the nitrogen anoxia technique (ANOXIATM) might be considered as a suitable alternative to T-61® for euthanasia of piglets used in research.
Collapse
|
6
|
Overbey EG, Das S, Cope H, Madrigal P, Andrusivova Z, Frapard S, Klotz R, Bezdan D, Gupta A, Scott RT, Park J, Chirko D, Galazka JM, Costes SV, Mason CE, Herranz R, Szewczyk NJ, Borg J, Giacomello S. Challenges and considerations for single-cell and spatially resolved transcriptomics sample collection during spaceflight. CELL REPORTS METHODS 2022; 2:100325. [PMID: 36452864 PMCID: PMC9701605 DOI: 10.1016/j.crmeth.2022.100325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Single-cell RNA sequencing (scRNA-seq) and spatially resolved transcriptomics (SRT) have experienced rapid development in recent years. The findings of spaceflight-based scRNA-seq and SRT investigations are likely to improve our understanding of life in space and our comprehension of gene expression in various cell systems and tissue dynamics. However, compared to their Earth-based counterparts, gene expression experiments conducted in spaceflight have not experienced the same pace of development. Out of the hundreds of spaceflight gene expression datasets available, only a few used scRNA-seq and SRT. In this perspective piece, we explore the growing importance of scRNA-seq and SRT in space biology and discuss the challenges and considerations relevant to robust experimental design to enable growth of these methods in the field.
Collapse
Affiliation(s)
- Eliah G. Overbey
- Weill Cornell Medicine, New York, NY, USA
- Institute for Computational Biomedicine, New York, NY, USA
| | - Saswati Das
- Department of Biochemistry, Atal Bihari Vajpayee Institute of Medical Sciences & Dr. Ram Manohar Lohia Hospital, New Delhi, India
| | - Henry Cope
- School of Medicine, University of Nottingham, Derby DE22 3DT, UK
| | - Pedro Madrigal
- European Molecular Biology Laboratory, European Bioinformatics Institute, EMBL-EBI, Wellcome Genome Campus, Hinxton, UK
| | - Zaneta Andrusivova
- Science for Life Laboratory, Department of Gene Technology, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Solène Frapard
- Science for Life Laboratory, Department of Gene Technology, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Rebecca Klotz
- KBR, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA 94035, USA
| | - Daniela Bezdan
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen 72076, Germany
- NGS Competence Center Tübingen (NCCT), University of Tübingen, Tübingen, German
- yuri GmbH, Meckenbeuren, Germany
| | | | - Ryan T. Scott
- KBR, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA 94035, USA
| | | | | | - Jonathan M. Galazka
- Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA 94035, USA
| | - Sylvain V. Costes
- Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA 94035, USA
| | - Christopher E. Mason
- Weill Cornell Medicine, New York, NY, USA
- Institute for Computational Biomedicine, New York, NY, USA
- The Feil Family Brain and Mind Research Institute, New York, NY, USA
- The WorldQuant Initiative for Quantitative Prediction, New York, NY, USA
| | - Raul Herranz
- Centro de Investigaciones Biológicas Margarita Salas (CSIC), Madrid 28040, Spain
| | - Nathaniel J. Szewczyk
- School of Medicine, University of Nottingham, Derby DE22 3DT, UK
- Department of Biomedical Sciences, Heritage College of Osteopathic Medicine, Ohio University, Athens, OH 45701, USA
| | - Joseph Borg
- Department of Applied Biomedical Science, Faculty of Health Sciences, University of Malta, Msida, Malta
| | - Stefania Giacomello
- Science for Life Laboratory, Department of Gene Technology, KTH Royal Institute of Technology, Stockholm, Sweden
| |
Collapse
|
7
|
Hamim I, Suzuki JY, Borth WB, Melzer MJ, Wall MM, Hu JS. Preserving plant samples from remote locations for detection of RNA and DNA viruses. Front Microbiol 2022; 13:930329. [PMID: 36090110 PMCID: PMC9453036 DOI: 10.3389/fmicb.2022.930329] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 08/04/2022] [Indexed: 11/13/2022] Open
Abstract
Viral diseases in plants have a significant impact on agricultural productivity. Effective detection is needed to facilitate accurate diagnosis and characterization of virus infections essential for crop protection and disease management. For sensitive polymerase chain reaction (PCR)-based methods, it is important to preserve the integrity of nucleic acids in plant tissue samples. This is especially critical when samples are collected from isolated areas, regions distant from a laboratory, or in developing countries that lack appropriate facilities or equipment for diagnostic analyses. RNAlater® provides effective, reliable sample storage by stabilizing both RNA and DNA in plant tissue samples. Our work indicated that total RNA or DNA extracted from virus-infected leaf samples preserved in RNAlater® was suitable for reverse transcription polymerase chain reaction (RT-PCR), PCR, Sanger sequencing, high-throughput sequencing (HTS), and enzyme-linked immunosorbent assay (ELISA)-based diagnostic analyses. We demonstrated the effectiveness of this technology using leaf tissue samples from plants with virus symptoms grown in farmers’ fields in Bangladesh. The results revealed that RNAlater® technology was effective for detection and characterization of viruses from samples collected from remote areas and stored for extended periods. Adoption of this technology by developing countries with limited laboratory facilities could greatly increase their capacity to detect and diagnose viral infections in crop plants using modern analytical techniques.
Collapse
Affiliation(s)
- Islam Hamim
- Department of Plant Pathology, Bangladesh Agricultural University, Mymensingh, Bangladesh
- *Correspondence: Islam Hamim,
| | - Jon Y. Suzuki
- USDA-ARS, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Hilo, HI, United States
| | - Wayne B. Borth
- Department of Plant and Environmental Protection Sciences, University of Hawaii at Manoa, Honolulu, HI, United States
| | - Michael J. Melzer
- Department of Plant and Environmental Protection Sciences, University of Hawaii at Manoa, Honolulu, HI, United States
| | - Marisa M. Wall
- USDA-ARS, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Hilo, HI, United States
| | - John S. Hu
- Department of Plant and Environmental Protection Sciences, University of Hawaii at Manoa, Honolulu, HI, United States
- John S. Hu,
| |
Collapse
|
8
|
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
Collapse
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
| |
Collapse
|
9
|
Manian V, Orozco-Sandoval J, Diaz-Martinez V. Detection of Genes in Arabidopsis thaliana L. Responding to DNA Damage from Radiation and Other Stressors in Spaceflight. Genes (Basel) 2021; 12:938. [PMID: 34205326 PMCID: PMC8234954 DOI: 10.3390/genes12060938] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 06/09/2021] [Accepted: 06/16/2021] [Indexed: 12/15/2022] Open
Abstract
Ionizing radiation present in extraterrestrial environment is an important factor that affects plants grown in spaceflight. Pearson correlation-based gene regulatory network inferencing from transcriptional responses of the plant Arabidopsis thaliana L. grown in real and simulated spaceflight conditions acquired by GeneLab, followed by topological and spectral analysis of the networks is performed. Gene regulatory subnetworks are extracted for DNA damage response processes. Analysis of radiation-induced ATR/ATM protein-protein interactions in Arabidopsis reveals interaction profile similarities under low radiation doses suggesting novel mechanisms of DNA damage response involving non-radiation-induced genes regulating other stress responses in spaceflight. The Jaccard similarity index shows that the genes AT2G31320, AT4G21070, AT2G46610, and AT3G27060 perform similar functions under low doses of radiation. The incremental association Markov blanket method reveals non-radiation-induced genes linking DNA damage response to root growth and plant development. Eighteen radiation-induced genes and sixteen non-radiation-induced gene players have been identified from the ATR/ATM protein interaction complexes involved in heat, salt, water, osmotic stress responses, and plant organogenesis. Network analysis and logistic regression ranking detected AT3G27060, AT1G07500, AT5G66140, and AT3G21280 as key gene players involved in DNA repair processes. High atomic weight, high energy, and gamma photon radiation result in higher intensity of DNA damage response in the plant resulting in elevated values for several network measures such as spectral gap and girth. Nineteen flavonoid and carotenoid pigment activations involved in pigment biosynthesis processes are identified in low radiation dose total light spaceflight environment but are not found to have significant regulations under very high radiation dose environment.
Collapse
Affiliation(s)
- Vidya Manian
- Department of Electrical & Computer Engineering, University of Puerto Rico, Mayaguez, PR 00681-9000, USA; (J.O.-S.); (V.D.-M.)
- Bioengineering, University of Puerto Rico, Mayaguez, PR 00681-9000, USA
| | - Jairo Orozco-Sandoval
- Department of Electrical & Computer Engineering, University of Puerto Rico, Mayaguez, PR 00681-9000, USA; (J.O.-S.); (V.D.-M.)
| | - Victor Diaz-Martinez
- Department of Electrical & Computer Engineering, University of Puerto Rico, Mayaguez, PR 00681-9000, USA; (J.O.-S.); (V.D.-M.)
| |
Collapse
|
10
|
Rutter L, Barker R, Bezdan D, Cope H, Costes SV, Degoricija L, Fisch KM, Gabitto MI, Gebre S, Giacomello S, Gilroy S, Green SJ, Mason CE, Reinsch SS, Szewczyk NJ, Taylor DM, Galazka JM, Herranz R, Muratani M. A New Era for Space Life Science: International Standards for Space Omics Processing. PATTERNS (NEW YORK, N.Y.) 2020; 1:100148. [PMID: 33336201 PMCID: PMC7733874 DOI: 10.1016/j.patter.2020.100148] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Space agencies have announced plans for human missions to the Moon to prepare for Mars. However, the space environment presents stressors that include radiation, microgravity, and isolation. Understanding how these factors affect biology is crucial for safe and effective crewed space exploration. There is a need to develop countermeasures, to adapt plants and microbes for nutrient sources and bioregenerative life support, and to limit pathogen infection. Scientists across the world are conducting space omics experiments on model organisms and, more recently, on humans. Optimal extraction of actionable scientific discoveries from these precious datasets will only occur at the collective level with improved standardization. To address this shortcoming, we established ISSOP (International Standards for Space Omics Processing), an international consortium of scientists who aim to enhance standard guidelines between space biologists at a global level. Here we introduce our consortium and share past lessons learned and future challenges related to spaceflight omics.
Collapse
Affiliation(s)
- Lindsay Rutter
- Transborder Medical Research Center and Department of Genome Biology, Faculty of Medicine, University of Tsukuba, Tsukuba, Ibaraki 305-8575, Japan
| | - Richard Barker
- Department of Botany, University of Wisconsin, Madison, WI 53706, USA
| | - Daniela Bezdan
- Institute of Medical Virology and Epidemiology of Viral Diseases, University Hospital, Tubingen, Germany
| | - Henry Cope
- School of Computer Science, University of Nottingham, Nottingham NG8 1BB, UK
| | - Sylvain V. Costes
- Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA 94035, USA
| | | | - Kathleen M. Fisch
- Center for Computational Biology & Bioinformatics, Department of Medicine, University of California, San Diego, La Jolla, CA 92037, USA
| | - Mariano I. Gabitto
- Flatiron Institute, Center for Computational Biology, Simons Foundation, New York, NY 10010, USA
| | - Samrawit Gebre
- KBR, NASA Ames Research Center, Moffett Field, CA 94035, USA
| | | | - Simon Gilroy
- Department of Botany, University of Wisconsin, Madison, WI 53706, USA
| | - Stefan J. Green
- Genome Research Core, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Christopher E. Mason
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10065, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA
- The WorldQuant Initiative for Quantitative Prediction, Weill Cornell Medicine, New York, NY 10065, USA
- The Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Sigrid S. Reinsch
- Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA 94035, USA
| | - Nathaniel J. Szewczyk
- Ohio Musculoskeletal and Neurological Institute (OMNI), Ohio University, Athens, OH 45701, USA
| | - Deanne M. Taylor
- Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jonathan M. Galazka
- Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA 94035, USA
| | - Raul Herranz
- Centro de Investigaciones Biológicas “Margarita Salas” (CSIC), Ramiro de Maeztu 9, Madrid 28040, Spain
| | - Masafumi Muratani
- Transborder Medical Research Center and Department of Genome Biology, Faculty of Medicine, University of Tsukuba, Tsukuba, Ibaraki 305-8575, Japan
| |
Collapse
|
11
|
Manzano A, Villacampa A, Sáez-Vásquez J, Kiss JZ, Medina FJ, Herranz R. The Importance of Earth Reference Controls in Spaceflight -Omics Research: Characterization of Nucleolin Mutants from the Seedling Growth Experiments. iScience 2020; 23:101686. [PMID: 33163940 PMCID: PMC7607443 DOI: 10.1016/j.isci.2020.101686] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 09/04/2020] [Accepted: 10/10/2020] [Indexed: 01/23/2023] Open
Abstract
Understanding plant adaptive responses to the space environment is a requisite for enabling space farming. Spaceflight produces deleterious effects on plant cells, particularly affecting ribosome biogenesis, a complex stress-sensitive process coordinated with cell division and differentiation, known to be activated by red light. Here, in a series of ground studies, we have used mutants from the two Arabidopsis nucleolin genes (NUC1 and NUC2, nucleolar regulators of ribosome biogenesis) to better understand their role in adaptive response mechanisms to stress on Earth. Thus, we show that nucleolin stress-related gene NUC2 can compensate for the environmental stress provided by darkness in nuc1 plants, whereas nuc2 plants are not able to provide a complete response to red light. These ground control findings, as part of the ESA/NASA Seedling Growth spaceflight experiments, will determine the basis for the identification of genetic backgrounds enabling an adaptive advantage for plants in future space experiments.
Collapse
Affiliation(s)
- Aránzazu Manzano
- Centro de Investigaciones Biológicas Margarita Salas (CSIC), Ramiro de Maeztu 9, 28040, Madrid, Spain
| | - Alicia Villacampa
- Centro de Investigaciones Biológicas Margarita Salas (CSIC), Ramiro de Maeztu 9, 28040, Madrid, Spain
| | - Julio Sáez-Vásquez
- CNRS, Laboratoire Génome et Développement des Plantes (LGDP), UMR 5096, 66860 Perpignan, France
- Univ. Perpignan Via Domitia, LGDP, UMR 5096, 66860 Perpignan, France
| | - John Z. Kiss
- Department of Biology, University of North Carolina-Greensboro, Greensboro, NC 27402, USA
| | - F. Javier Medina
- Centro de Investigaciones Biológicas Margarita Salas (CSIC), Ramiro de Maeztu 9, 28040, Madrid, Spain
| | - Raúl Herranz
- Centro de Investigaciones Biológicas Margarita Salas (CSIC), Ramiro de Maeztu 9, 28040, Madrid, Spain
| |
Collapse
|
12
|
Ebner JN, Ritz D, von Fumetti S. Abiotic and past climatic conditions drive protein abundance variation among natural populations of the caddisfly Crunoecia irrorata. Sci Rep 2020; 10:15538. [PMID: 32968134 PMCID: PMC7512004 DOI: 10.1038/s41598-020-72569-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 09/02/2020] [Indexed: 01/05/2023] Open
Abstract
Deducing impacts of environmental change on species and the populations they form in nature is an important goal in contemporary ecology. Achieving this goal is hampered by our limited understanding of the influence of naturally occurring environmental variation on the molecular systems of ecologically relevant species, as the pathways underlying fitness-affecting plastic responses have primarily been studied in model organisms and under controlled laboratory conditions. Here, to test the hypothesis that proteome variation systematically relates to variation in abiotic conditions, we establish such relationships by profiling the proteomes of 24 natural populations of the spring-dwelling caddisfly Crunoecia irrorata. We identified protein networks whose abundances correlated with environmental (abiotic) gradients such as in situ pH, oxygen- and nitrate concentrations but also climatic data such as past thermal minima and temperature seasonality. Our analyses suggest that variations in abiotic conditions induce discrete proteome responses such as the differential abundance of proteins associated with cytoskeletal function, heat-shock proteins and proteins related to post-translational modification. Identifying these drivers of proteome divergence characterizes molecular "noise", and positions it as a background against which molecular signatures of species' adaptive responses to stressful conditions can be identified.
Collapse
Affiliation(s)
- Joshua Niklas Ebner
- Geoecology Research Group, Department of Environmental Sciences, University of Basel, Basel, Switzerland.
| | - Danilo Ritz
- Proteomics Core Facility, University of Basel, Biozentrum Basel, Switzerland
| | - Stefanie von Fumetti
- Geoecology Research Group, Department of Environmental Sciences, University of Basel, Basel, Switzerland
| |
Collapse
|
13
|
Kruse CPS, Meyers AD, Basu P, Hutchinson S, Luesse DR, Wyatt SE. Spaceflight induces novel regulatory responses in Arabidopsis seedling as revealed by combined proteomic and transcriptomic analyses. BMC PLANT BIOLOGY 2020; 20:237. [PMID: 32460700 PMCID: PMC7251690 DOI: 10.1186/s12870-020-02392-6] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 04/12/2020] [Indexed: 06/01/2023]
Abstract
BACKGROUND Understanding of gravity sensing and response is critical to long-term human habitation in space and can provide new advantages for terrestrial agriculture. To this end, the altered gene expression profile induced by microgravity has been repeatedly queried by microarray and RNA-seq experiments to understand gravitropism. However, the quantification of altered protein abundance in space has been minimally investigated. RESULTS Proteomic (iTRAQ-labelled LC-MS/MS) and transcriptomic (RNA-seq) analyses simultaneously quantified protein and transcript differential expression of three-day old, etiolated Arabidopsis thaliana seedlings grown aboard the International Space Station along with their ground control counterparts. Protein extracts were fractionated to isolate soluble and membrane proteins and analyzed to detect differentially phosphorylated peptides. In total, 968 RNAs, 107 soluble proteins, and 103 membrane proteins were identified as differentially expressed. In addition, the proteomic analyses identified 16 differential phosphorylation events. Proteomic data delivered novel insights and simultaneously provided new context to previously made observations of gene expression in microgravity. There is a sweeping shift in post-transcriptional mechanisms of gene regulation including RNA-decapping protein DCP5, the splicing factors GRP7 and GRP8, and AGO4,. These data also indicate AHA2 and FERONIA as well as CESA1 and SHOU4 as central to the cell wall adaptations seen in spaceflight. Patterns of tubulin-α 1, 3,4 and 6 phosphorylation further reveal an interaction of microtubule and redox homeostasis that mirrors osmotic response signaling elements. The absence of gravity also results in a seemingly wasteful dysregulation of plastid gene transcription. CONCLUSIONS The datasets gathered from Arabidopsis seedlings exposed to microgravity revealed marked impacts on post-transcriptional regulation, cell wall synthesis, redox/microtubule dynamics, and plastid gene transcription. The impact of post-transcriptional regulatory alterations represents an unstudied element of the plant microgravity response with the potential to significantly impact plant growth efficiency and beyond. What's more, addressing the effects of microgravity on AHA2, CESA1, and alpha tubulins has the potential to enhance cytoskeletal organization and cell wall composition, thereby enhancing biomass production and growth in microgravity. Finally, understanding and manipulating the dysregulation of plastid gene transcription has further potential to address the goal of enhancing plant growth in the stressful conditions of microgravity.
Collapse
Affiliation(s)
- Colin P S Kruse
- Department of Environmental and Plant Biology, Ohio University, Athens, OH, USA
- Interdisciplinary Molecular and Cellular Biology Program, Ohio University, Athens, OH, USA
| | - Alexander D Meyers
- Department of Environmental and Plant Biology, Ohio University, Athens, OH, USA
- Interdisciplinary Molecular and Cellular Biology Program, Ohio University, Athens, OH, USA
| | - Proma Basu
- Department of Environmental and Plant Biology, Ohio University, Athens, OH, USA
- Interdisciplinary Molecular and Cellular Biology Program, Ohio University, Athens, OH, USA
| | - Sarahann Hutchinson
- Department of Biological Sciences, Southern Illinois University Edwardsville, Edwardsville, IL, USA
| | - Darron R Luesse
- Department of Biological Sciences, Southern Illinois University Edwardsville, Edwardsville, IL, USA
| | - Sarah E Wyatt
- Department of Environmental and Plant Biology, Ohio University, Athens, OH, USA.
- Interdisciplinary Molecular and Cellular Biology Program, Ohio University, Athens, OH, USA.
| |
Collapse
|
14
|
Alyethodi RR, Karthik S, Muniswamy K, Ravi SK, Perumal P, Bhattacharya D, Bala PA, De AK, Sujatha T, Sunder J, Kundu A. Assessment of Protein Profiles of RNAlater Stored and Fresh PBMC Cells Using Different Protein Extraction Buffers. Protein J 2020; 39:291-300. [DOI: 10.1007/s10930-020-09888-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
|
15
|
Suhovskih AV, Kazanskaya GM, Volkov AM, Tsidulko AY, Aidagulova SV, Grigorieva EV. Suitability of RNALater solution as a tissue-preserving reagent for immunohistochemical analysis. Histochem Cell Biol 2019; 152:239-247. [PMID: 31197457 DOI: 10.1007/s00418-019-01799-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/06/2019] [Indexed: 11/26/2022]
Abstract
Histological and immunohistochemical studies require high-quality paraffin blocks, where proper fixation of tissue samples with formalin is a key point. However, in some cases, the possibility to preserve biological samples prior to the formalin fixation or to use deposited tissues from biobanks is important. RNA-stabilizing reagent RNALater represents a potential option, but its suitability for pathological and immunohistochemical studies remains underinvestigated. Here, comparative study of formalin-fixed tissues and those had undergone preservation with RNALater was performed for different SCID mice tissues (brain, liver, kidney, and lung) using histological staining (hematoxylin-eosin and Weigert-van Gieson) or immunostaining for b-actin, glial fibrillary acidic protein, and glycosaminoglycan chondroitin sulfate. It was shown that RNALater preservation for 7-14 days was suitable for histological characterisation of mouse lung tissue, whereas all other tissues demonstrated some changes. Immunoreactivity of all the studied tissues was affected to a different extent, and the observed changes were detected at the 7th day already and continued to get worse by the 14th day. Overall, RNALater preservation affects immunogenicity of normal mouse tissues (brain, liver, kidney, and lung) making them unsuitable for immunohistochemistry. Some tissues retain their morphology (lung tissue) or demonstrate moderate changes (brain, liver, kidney), suggesting a restricted suitability of the RNALater-preserved tissues for histological analysis.
Collapse
Affiliation(s)
- Anastasia V Suhovskih
- Institute of Molecular Biology and Biophysics FRC FTM, Timakova 2/12, Novosibirsk, 630117, Russia
- Novosibirsk State University, Novosibirsk, Russia
| | - Galina M Kazanskaya
- Institute of Molecular Biology and Biophysics FRC FTM, Timakova 2/12, Novosibirsk, 630117, Russia
- E. N. Meshalkin, Siberian Federal Biomedical Research Center, Novosibirsk, Russia
| | - Alexander M Volkov
- E. N. Meshalkin, Siberian Federal Biomedical Research Center, Novosibirsk, Russia
| | - Alexandra Y Tsidulko
- Institute of Molecular Biology and Biophysics FRC FTM, Timakova 2/12, Novosibirsk, 630117, Russia
| | | | - Elvira V Grigorieva
- Institute of Molecular Biology and Biophysics FRC FTM, Timakova 2/12, Novosibirsk, 630117, Russia.
- Novosibirsk State University, Novosibirsk, Russia.
| |
Collapse
|
16
|
Comprehensive proteome and phosphoproteome profiling shows negligible influence of RNAlater on protein abundance and phosphorylation. Clin Proteomics 2019; 16:18. [PMID: 31049047 PMCID: PMC6482574 DOI: 10.1186/s12014-019-9239-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 04/17/2019] [Indexed: 01/06/2023] Open
Abstract
Certain tumors such as pancreatic ductal adenocarcinoma (PDAC) are known to contain a variety of hydrolytic enzymes including RNases and proteases that may lead to degradation of RNA and proteins during sample processing. For such tumor tissues with RNA instability, RNAlater containing a high concentration of quaternary ammonium sulfates that denature RNA-hydrolyzing enzymes is often used to protect RNAs from hydrolysis. Although a few studies have been carried out to determine the effect of RNAlater on DNA and RNA, whether RNAlater influences the proteome and phosphoproteome is largely unknown. In this study we carried out a systematic and comprehensive analysis of the effect of RNAlater on the proteome and phosphoproteome using high-resolution mass spectrometry. PDAC tissues from three patients were individually pulverized and the tissue powders of each patient were divided into two portions, one of which was incubated in RNAlater at 4 °C for 24 h (RNAlater tissue) while the other was kept at - 80 °C (frozen tissue). Comprehensive quantitative profiling experiments on the RNAlater tissues and the frozen tissues resulted in the identification of 99,136 distinct peptides of 8803 protein groups and 17,345 phosphopeptides of 16,436 phosphosites. The data exhibited no significant quantitative changes in both proteins and phosphorylation between the RNAlater tissues and the frozen tissue. In addition, the phosphoproteome data showed heterogeneously activated pathways among the three patients that were not altered by RNAlater. These results indicate that the tissue preservation method using RNAlater can be effectively used on PDAC tissues for proteogenomic studies where preservation of intact DNA, RNA and proteins is prerequisite. Data from this study are available via ProteomeXchange with the identifier PXD010710.
Collapse
|
17
|
Methods for extracting 'omes from microbialites. J Microbiol Methods 2019; 160:1-10. [PMID: 30877015 DOI: 10.1016/j.mimet.2019.02.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2018] [Revised: 02/21/2019] [Accepted: 02/21/2019] [Indexed: 11/20/2022]
Abstract
Microbialites are organo-sedimentary structures formed by complex microbial communities that interact with abiotic factors to form carbonate rich fabrics. Extraction of DNA or total RNA from microbialites can be difficult because of the high carbonate mineral concentration and exopolymeric substances. The methods employed until now include substances such as cetyltrimethylammonium bromide, sodium dodecyl sulfate, xanthogenate, lysozyme and proteinase K, as well as mechanical disruption. Additionally, several commercial kits have been used to improve DNA and total RNA extraction. This minireview presents different methods applied for DNA and RNA extraction from microbialites and discusses their advantages and disadvantages. Moreover, extraction of all 'omes (DNA, RNA, Protein, Lipids, polar metabolites) using multiomic extraction methods (MPlex), as well as the state of art for extraction of viruses from microbialites, are also discussed.
Collapse
|
18
|
Assessment of RNAlater ® as a Potential Method to Preserve Bovine Muscle Proteins Compared with Dry Ice in a Proteomic Study. Foods 2019; 8:foods8020060. [PMID: 30764583 PMCID: PMC6406653 DOI: 10.3390/foods8020060] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 01/31/2019] [Accepted: 02/02/2019] [Indexed: 11/17/2022] Open
Abstract
RNAlater® is regarded as a potential preservation method for proteins, while its effect on bovine muscle proteins has rarely been evaluated. Bovine muscle protein samples (n = 12) collected from three tender (Warner–Bratzler shear force: 30.02–31.74 N) and three tough (Warner–Bratzler shear force: 54.12–66.25 N) Longissimus thoracis et lumborum (LTL) samples, preserved using two different sampling preservation methods (RNAlater® and dry ice), at two post mortem time points (day 0 and day 14), were characterized using one-dimensional electrophoresis. Fourteen bands with molecular weights ranging from 15 to 250 kDa were verified, both in the dry ice and RNAlater® storage groups, at each time point, using image analysis. A shift from high to low molecular weight fragments, between day 0 and day 14, indicated proteolysis of the muscle proteins during post mortem storage. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) analyses and database searching resulted in the identification of 10 proteins in four bands. Protein profiles of muscle preserved in RNAlater® were similar to those of muscle frozen on dry ice storage, both at day 0 and day 14. The results demonstrate that RNAlater® could be a simple and efficient way to preserve bovine muscle proteins for bovine muscle proteomic studies.
Collapse
|
19
|
Charvet S, Riemann L, Alneberg J, Andersson AF, von Borries J, Fischer U, Labrenz M. AFISsys - An autonomous instrument for the preservation of brackish water samples for microbial metatranscriptome analysis. WATER RESEARCH 2019; 149:351-361. [PMID: 30469021 DOI: 10.1016/j.watres.2018.11.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 11/02/2018] [Accepted: 11/09/2018] [Indexed: 06/09/2023]
Abstract
Microbial communities are the main drivers of biogeochemical cycling of multiple elements sustaining life in the ocean. The rapidity of their response to stressors and abrupt environmental changes implies that even fast and infrequent events can affect local transformations of organic matter and nutrients. Modern molecular techniques now allow for monitoring of microbial activities and functions in the environment through the analysis of genes and expressed genes contained in natural microbial assemblages. However, messenger RNA turnover in cells can be as short as 30 seconds and stability varies greatly between transcripts. Sampling of in situ communities involves an inevitable delay between the collection of seawater and the extraction of its RNA, leaving the bacterial communities plenty of time to alter their gene expression. The characteristics of microbial RNA turnover make time-series very difficult because samples need to be processed immediately to limit alterations to the metatranscriptomes. To address these challenges we designed an autonomous in situ fixation multi-sampler (AFISsys) for the reliable sampling of microbial metatranscriptomes at frequent intervals, for refined temporal resolution. To advance the development of this instrument, we examined the minimal seawater volume necessary for adequate coverage of community gene expression, and the suitability of phenol/ethanol fixation for immediate and long-term preservation of transcripts from a microbial community. We then evaluated the field eligibility of the instrument itself, with two case studies in a brackish system. AFISsys is able to collect, fix, and store water samples independently at a predefined temporal resolution. Phenol/ethanol fixation can conserve metatranscriptomes directly in the environment for up to a week, for later analysis in the laboratory. Thus, the AFISsys constitutes an invaluable tool for the integration of molecular functional analyses in environmental monitoring in brackish waters and in aquatic environments in general.
Collapse
Affiliation(s)
- Sophie Charvet
- IOW - Leibniz Institute for Baltic Sea Research, Warnemuende, Germany
| | - Lasse Riemann
- Marine Biological Section, Department of Biology, University of Copenhagen, Denmark
| | - Johannes Alneberg
- KTH - Royal Institute of Technology, Science for Life Laboratory, Sweden
| | - Anders F Andersson
- KTH - Royal Institute of Technology, Science for Life Laboratory, Sweden
| | | | - Uwe Fischer
- HYDRO-BIOS Apparatebau GmbH, Altenholz, Germany
| | - Matthias Labrenz
- IOW - Leibniz Institute for Baltic Sea Research, Warnemuende, Germany.
| |
Collapse
|
20
|
Choi WG, Barker RJ, Kim SH, Swanson SJ, Gilroy S. Variation in the transcriptome of different ecotypes of Arabidopsis thaliana reveals signatures of oxidative stress in plant responses to spaceflight. AMERICAN JOURNAL OF BOTANY 2019; 106:123-136. [PMID: 30644539 DOI: 10.1002/ajb2.1223] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Accepted: 10/16/2018] [Indexed: 05/20/2023]
Abstract
PREMISE OF THE STUDY Spaceflight provides a unique environment in which to dissect plant stress response behaviors and to reveal potentially novel pathways triggered in space. We therefore analyzed the transcriptomes of Arabidopsis thaliana plants grown on board the International Space Station to find the molecular fingerprints of these space-related response networks. METHODS Four ecotypes (Col-0, Ws-2, Ler-0 and Cvi-0) were grown on orbit and then their patterns of transcript abundance compared to ground-based controls using RNA sequencing. KEY RESULTS Transcripts from heat-shock proteins were upregulated in all ecotypes in spaceflight, whereas peroxidase transcripts were downregulated. Among the shared and ecotype-specific changes, gene classes related to oxidative stress and hypoxia were detected. These spaceflight transcriptional response signatures could be partly mimicked on Earth by a low oxygen environment and more fully by oxidative stress (H2 O2 ) treatments. CONCLUSIONS These results suggest that the spaceflight environment is associated with oxidative stress potentially triggered, in part, by hypoxic response. Further, a shared spaceflight response may be through the induction of molecular chaperones (such as heat shock proteins) that help protect cellular machinery from the effects of oxidative damage. In addition, this research emphasizes the importance of considering the effects of natural variation when designing and interpreting changes associated with spaceflight experiments.
Collapse
Affiliation(s)
- Won-Gyu Choi
- Department of Biochemistry and Molecular Biology, University of Nevada-Reno, 1664 N. Virginia Street, Reno, NV, 89557, USA
- Department of Botany, University of Wisconsin-Madison, Birge Hall, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Richard J Barker
- Department of Botany, University of Wisconsin-Madison, Birge Hall, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Su-Hwa Kim
- Department of Biochemistry and Molecular Biology, University of Nevada-Reno, 1664 N. Virginia Street, Reno, NV, 89557, USA
- Department of Botany, University of Wisconsin-Madison, Birge Hall, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Sarah J Swanson
- Department of Botany, University of Wisconsin-Madison, Birge Hall, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Simon Gilroy
- Department of Botany, University of Wisconsin-Madison, Birge Hall, 430 Lincoln Drive, Madison, WI, 53706, USA
| |
Collapse
|
21
|
Herranz R, Vandenbrink JP, Villacampa A, Manzano A, Poehlman WL, Feltus FA, Kiss JZ, Medina FJ. RNAseq Analysis of the Response of Arabidopsis thaliana to Fractional Gravity Under Blue-Light Stimulation During Spaceflight. FRONTIERS IN PLANT SCIENCE 2019; 10:1529. [PMID: 31850027 PMCID: PMC6889863 DOI: 10.3389/fpls.2019.01529] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Accepted: 11/01/2019] [Indexed: 05/17/2023]
Abstract
Introduction: Traveling to nearby extraterrestrial objects having a reduced gravity level (partial gravity) compared to Earth's gravity is becoming a realistic objective for space agencies. The use of plants as part of life support systems will require a better understanding of the interactions among plant growth responses including tropisms, under partial gravity conditions. Materials and Methods: Here, we present results from our latest space experiments on the ISS, in which seeds of Arabidopsis thaliana were germinated, and seedlings grew for six days under different gravity levels, namely micro-g, several intermediate partial-g levels, and 1g, and were subjected to irradiation with blue light for the last 48 h. RNA was extracted from 20 samples for subsequent RNAseq analysis. Transcriptomic analysis was performed using the HISAT2-Stringtie-DESeq pipeline. Differentially expressed genes were further characterized for global responses using the GEDI tool, gene networks and for Gene Ontology (GO) enrichment. Results: Differential gene expression analysis revealed only one differentially expressed gene (AT4G21560, VPS28-1 a vacuolar protein) across all gravity conditions using FDR correction (q < 0.05). However, the same 14 genes appeared differentially expressed when comparing either micro-g, low-g level (< 0.1g) or the Moon g-level with 1g control conditions. Apart from these 14-shared genes, the number of differentially expressed genes was similar in microgravity and the Moon g-level and increased in the intermediate g-level (< 0.1g), but it was then progressively reduced as the difference with the Earth gravity became smaller. The GO groups were differentially affected at each g-level: light and photosynthesis GO under microgravity, genes belonged to general stress, chemical and hormone responses under low-g, and a response related to cell wall and membrane structure and function under the Moon g-level. Discussion: Transcriptional analyses of plants under blue light stimulation suggests that root blue-light phototropism may be enough to reduce the gravitational stress response caused by the lack of gravitropism in microgravity. Competition among tropisms induces an intense perturbation at the micro-g level, which shows an extensive stress response that is progressively attenuated. Our results show a major effect on cell wall/membrane remodeling (detected at the interval from the Moon to Mars gravity), which can be potentially related to graviresistance mechanisms.
Collapse
Affiliation(s)
- Raúl Herranz
- Plant Microgravity Lab, Centro de Investigaciones Biológicas (CSIC), Madrid, Spain
- *Correspondence: Raúl Herranz,
| | - Joshua P. Vandenbrink
- Department of Biology, University of North Carolina at Greensboro, Greensboro, NC, United States
- School of Biological Sciences, Louisiana Tech University, Ruston, LA, United States
| | - Alicia Villacampa
- Plant Microgravity Lab, Centro de Investigaciones Biológicas (CSIC), Madrid, Spain
| | - Aránzazu Manzano
- Plant Microgravity Lab, Centro de Investigaciones Biológicas (CSIC), Madrid, Spain
| | - William L. Poehlman
- Department of Genetics and Biochemistry, Clemson University, Clemson, SC, United States
| | - Frank Alex Feltus
- Department of Genetics and Biochemistry, Clemson University, Clemson, SC, United States
| | - John Z. Kiss
- Department of Biology, University of North Carolina at Greensboro, Greensboro, NC, United States
| | | |
Collapse
|
22
|
Passow CN, Kono TJY, Stahl BA, Jaggard JB, Keene AC, McGaugh SE. Nonrandom RNAseq gene expression associated with RNAlater and flash freezing storage methods. Mol Ecol Resour 2018; 19:456-464. [PMID: 30447171 DOI: 10.1111/1755-0998.12965] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2018] [Revised: 10/19/2018] [Accepted: 11/08/2018] [Indexed: 01/30/2023]
Abstract
RNA sequencing is a popular next-generation sequencing technique for assaying genome-wide gene expression profiles. Nonetheless, it is susceptible to biases that are introduced by sample handling prior gene expression measurements. Two of the most common methods for preserving samples in both field-based and laboratory conditions are submersion in RNAlater and flash freezing in liquid nitrogen. Flash freezing in liquid nitrogen can be impractical, particularly for field collections. RNAlater is a solution for stabilizing tissue for longer-term storage as it rapidly permeates tissue to protect cellular RNA. In this study, we assessed genome-wide expression patterns in 30-day-old fry collected from the same brood at the same time point that were flash-frozen in liquid nitrogen and stored at -80°C or submerged and stored in RNAlater at room temperature, simulating conditions of fieldwork. We show that sample storage is a significant factor influencing observed differential gene expression. In particular, genes with elevated GC content exhibit higher observed expression levels in liquid nitrogen flash-freezing relative to RNAlater storage. Further, genes with higher expression in RNAlater relative to liquid nitrogen experience disproportionate enrichment for functional categories, many of which are involved in RNA processing. This suggests that RNAlater may elicit a physiological response that has the potential to bias biological interpretations of expression studies. The biases introduced to observed gene expression arising from mimicking many field-based studies are substantial and should not be ignored.
Collapse
Affiliation(s)
- Courtney N Passow
- Ecology, Evolution, and Behavior, University of Minnesota, Saint Paul, Minnesota
| | - Thomas J Y Kono
- Minnesota Supercomputing Institute, University of Minnesota, Minneapolis, Minnesota
| | - Bethany A Stahl
- Department of Biological Sciences, Florida Atlantic University, Jupiter, Florida
| | - James B Jaggard
- Department of Biological Sciences, Florida Atlantic University, Jupiter, Florida
| | - Alex C Keene
- Department of Biological Sciences, Florida Atlantic University, Jupiter, Florida
| | - Suzanne E McGaugh
- Ecology, Evolution, and Behavior, University of Minnesota, Saint Paul, Minnesota
| |
Collapse
|
23
|
Ozgyin L, Horvath A, Balint BL. Lyophilized human cells stored at room temperature preserve multiple RNA species at excellent quality for RNA sequencing. Oncotarget 2018; 9:31312-31329. [PMID: 30140372 PMCID: PMC6101130 DOI: 10.18632/oncotarget.25764] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Accepted: 06/22/2018] [Indexed: 11/25/2022] Open
Abstract
Biobanks operating at ambient temperatures would dramatically reduce the costs associated with standard cryogenic storage. In the present study, we used lyophilization to stabilize unfractionated human cells in a dried state at room temperature and tested the yield and integrity of the isolated RNA by microfluidic electrophoresis, RT-qPCR and RNA sequencing. RNA yields and integrity measures were not reduced for lyophilized cells (unstored, stored for two weeks or stored for two months) compared to their paired controls. The abundance of the selected mRNAs with various expression levels, as well as enhancer-associated RNAs and cancer biomarker long non-coding RNAs (MALAT1, GAS5 and TUG1), were not significantly different between the two groups as assessed by RT-qPCR. RNA sequencing data of three lyophilized samples stored for two weeks at room temperature revealed a high degree of similarity with their paired controls in terms of the RNA biotype distribution, cumulative gene diversity, gene body read coverage and per base mismatch rate. Among the 28 differentially expressed genes transcriptional regulators, as well as certain transcript properties suggestive of a residual active decay mechanism were enriched. Our study suggests that freeze-drying of human cells is a suitable alternative for the long-term stabilization of total RNA in whole human cells for routine diagnostics and high-throughput biomedical research.
Collapse
Affiliation(s)
- Lilla Ozgyin
- Department of Biochemistry and Molecular Biology, Genomic Medicine and Bioinformatic Core Facility, University of Debrecen, Debrecen H-4012, Hungary
| | - Attila Horvath
- Department of Biochemistry and Molecular Biology, Genomic Medicine and Bioinformatic Core Facility, University of Debrecen, Debrecen H-4012, Hungary.,Department of Biochemistry and Molecular Biology, Nuclear Hormone Receptor Research Laboratory, University of Debrecen, Debrecen H-4012, Hungary
| | - Balint Laszlo Balint
- Department of Biochemistry and Molecular Biology, Genomic Medicine and Bioinformatic Core Facility, University of Debrecen, Debrecen H-4012, Hungary
| |
Collapse
|
24
|
Basu P, Kruse CPS, Luesse DR, Wyatt SE. Growth in spaceflight hardware results in alterations to the transcriptome and proteome. LIFE SCIENCES IN SPACE RESEARCH 2017; 15:88-96. [PMID: 29198318 DOI: 10.1016/j.lssr.2017.09.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Revised: 09/18/2017] [Accepted: 09/19/2017] [Indexed: 05/21/2023]
Abstract
The Biological Research in Canisters (BRIC) hardware has been used to house many biology experiments on both the Space Transport System (STS, commonly known as the space shuttle) and the International Space Station (ISS). However, microscopic examination of Arabidopsis seedlings by Johnson et al. (2015) indicated the hardware itself may affect cell morphology. The experiment herein was designed to assess the effects of the BRIC-Petri Dish Fixation Units (BRIC-PDFU) hardware on the transcriptome and proteome of Arabidopsis seedlings. To our knowledge, this is the first transcriptomic and proteomic comparison of Arabidopsis seedlings grown with and without hardware. Arabidopsis thaliana wild-type Columbia (Col-0) seeds were sterilized and bulk plated on forty-four 60 mm Petri plates, of which 22 were integrated into the BRIC-PDFU hardware and 22 were maintained in closed containers at Ohio University. Seedlings were grown for approximately 3 days, fixed with RNAlater® and stored at -80 °C prior to RNA and protein extraction, with proteins separated into membrane and soluble fractions prior to analysis. The RNAseq analysis identified 1651 differentially expressed genes; MS/MS analysis identified 598 soluble and 589 membrane proteins differentially abundant both at p < .05. Fold enrichment analysis of gene ontology terms related to differentially expressed transcripts and proteins highlighted a variety of stress responses. Some of these genes and proteins have been previously identified in spaceflight experiments, indicating that these genes and proteins may be perturbed by both conditions.
Collapse
Affiliation(s)
- Proma Basu
- Department of Environmental and Plant Biology, Ohio University, Athens, OH 45701, United States; Interdisciplinary Molecular and Cellular Biology Program, Ohio University, Athens, OH 45701, United States
| | - Colin P S Kruse
- Department of Environmental and Plant Biology, Ohio University, Athens, OH 45701, United States; Interdisciplinary Molecular and Cellular Biology Program, Ohio University, Athens, OH 45701, United States
| | - Darron R Luesse
- Department of Biological Sciences, Southern Illinois University Edwardsville, Edwardsville, IL, United States
| | - Sarah E Wyatt
- Department of Environmental and Plant Biology, Ohio University, Athens, OH 45701, United States; Interdisciplinary Molecular and Cellular Biology Program, Ohio University, Athens, OH 45701, United States.
| |
Collapse
|
25
|
Parra M, Jung J, Boone TD, Tran L, Blaber EA, Brown M, Chin M, Chinn T, Cohen J, Doebler R, Hoang D, Hyde E, Lera M, Luzod LT, Mallinson M, Marcu O, Mohamedaly Y, Ricco AJ, Rubins K, Sgarlato GD, Talavera RO, Tong P, Uribe E, Williams J, Wu D, Yousuf R, Richey CS, Schonfeld J, Almeida EAC. Microgravity validation of a novel system for RNA isolation and multiplex quantitative real time PCR analysis of gene expression on the International Space Station. PLoS One 2017; 12:e0183480. [PMID: 28877184 PMCID: PMC5587110 DOI: 10.1371/journal.pone.0183480] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2017] [Accepted: 08/04/2017] [Indexed: 11/29/2022] Open
Abstract
The International Space Station (ISS) National Laboratory is dedicated to studying the effects of space on life and physical systems, and to developing new science and technologies for space exploration. A key aspect of achieving these goals is to operate the ISS National Lab more like an Earth-based laboratory, conducting complex end-to-end experimentation, not limited to simple microgravity exposure. Towards that end NASA developed a novel suite of molecular biology laboratory tools, reagents, and methods, named WetLab-2, uniquely designed to operate in microgravity, and to process biological samples for real-time gene expression analysis on-orbit. This includes a novel fluidic RNA Sample Preparation Module and fluid transfer devices, all-in-one lyophilized PCR assays, centrifuge, and a real-time PCR thermal cycler. Here we describe the results from the WetLab-2 validation experiments conducted in microgravity during ISS increment 47/SPX-8. Specifically, quantitative PCR was performed on a concentration series of DNA calibration standards, and Reverse Transcriptase-quantitative PCR was conducted on RNA extracted and purified on-orbit from frozen Escherichia coli and mouse liver tissue. Cycle threshold (Ct) values and PCR efficiencies obtained on-orbit from DNA standards were similar to Earth (1 g) controls. Also, on-orbit multiplex analysis of gene expression from bacterial cells and mammalian tissue RNA samples was successfully conducted in about 3 h, with data transmitted within 2 h of experiment completion. Thermal cycling in microgravity resulted in the trapping of gas bubbles inside septa cap assay tubes, causing small but measurable increases in Ct curve noise and variability. Bubble formation was successfully suppressed in a rapid follow-up on-orbit experiment using standard caps to pressurize PCR tubes and reduce gas release during heating cycles. The WetLab-2 facility now provides a novel operational on-orbit research capability for molecular biology and demonstrates the feasibility of more complex wet bench experiments in the ISS National Lab environment.
Collapse
Affiliation(s)
- Macarena Parra
- Space Biosciences Research Branch, NASA Ames Research Center, Moffett Field, California, United States of America
| | - Jimmy Jung
- Engineering Systems Division, NASA Ames Research Center, Moffett Field, California, United States of America
- KBRWyle, Mountain View, California, United States of America
| | - Travis D. Boone
- Office of the Director, NASA Ames Research Center, Moffett Field, California, United States of America
- Millenium Engineering & Integration Co, Mountain View, California, United States of America
| | - Luan Tran
- Space Biosciences Research Branch, NASA Ames Research Center, Moffett Field, California, United States of America
- KBRWyle, Mountain View, California, United States of America
| | - Elizabeth A. Blaber
- Space Biosciences Research Branch, NASA Ames Research Center, Moffett Field, California, United States of America
- Universities Space Research Association, Mountain View, California, United States of America
| | - Mark Brown
- Applications Development, Claremont Biosolutions, Upland, California, United States of America
| | - Matthew Chin
- Engineering Systems Division, NASA Ames Research Center, Moffett Field, California, United States of America
- Millenium Engineering & Integration Co, Mountain View, California, United States of America
| | - Tori Chinn
- Engineering Systems Division, NASA Ames Research Center, Moffett Field, California, United States of America
- Millenium Engineering & Integration Co, Mountain View, California, United States of America
| | - Jacob Cohen
- Office of the Director, NASA Ames Research Center, Moffett Field, California, United States of America
| | - Robert Doebler
- Applications Development, Claremont Biosolutions, Upland, California, United States of America
| | - Dzung Hoang
- Engineering Systems Division, NASA Ames Research Center, Moffett Field, California, United States of America
- Millenium Engineering & Integration Co, Mountain View, California, United States of America
| | - Elizabeth Hyde
- Engineering Systems Division, NASA Ames Research Center, Moffett Field, California, United States of America
- Millenium Engineering & Integration Co, Mountain View, California, United States of America
| | - Matthew Lera
- KBRWyle, Mountain View, California, United States of America
- Flight Systems Implementation Branch, NASA Ames Research Center, Moffett Field, California, United States of America
| | - Louie T. Luzod
- Engineering Systems Division, NASA Ames Research Center, Moffett Field, California, United States of America
| | - Mark Mallinson
- Engineering Systems Division, NASA Ames Research Center, Moffett Field, California, United States of America
| | - Oana Marcu
- Space Biosciences Research Branch, NASA Ames Research Center, Moffett Field, California, United States of America
- KBRWyle, Mountain View, California, United States of America
| | - Youssef Mohamedaly
- Engineering Systems Division, NASA Ames Research Center, Moffett Field, California, United States of America
- Millenium Engineering & Integration Co, Mountain View, California, United States of America
| | - Antonio J. Ricco
- Mission Design Division, NASA Ames Research Center, Moffett Field, California, United States of America
- Stanford University, Palo Alto, California, United States of America
| | - Kathleen Rubins
- NASA Astronaut Corps, NASA Johnson Space Center, Houston, Texas, United States of America
| | - Gregory D. Sgarlato
- Engineering Systems Division, NASA Ames Research Center, Moffett Field, California, United States of America
- KBRWyle, Mountain View, California, United States of America
| | - Rafael O. Talavera
- Engineering Systems Division, NASA Ames Research Center, Moffett Field, California, United States of America
- Millenium Engineering & Integration Co, Mountain View, California, United States of America
| | - Peter Tong
- Engineering Systems Division, NASA Ames Research Center, Moffett Field, California, United States of America
- Millenium Engineering & Integration Co, Mountain View, California, United States of America
| | - Eddie Uribe
- Universities Space Research Association, Mountain View, California, United States of America
| | - Jeffrey Williams
- NASA Astronaut Corps, NASA Johnson Space Center, Houston, Texas, United States of America
| | - Diana Wu
- KBRWyle, Mountain View, California, United States of America
- Mission Design Division, NASA Ames Research Center, Moffett Field, California, United States of America
| | - Rukhsana Yousuf
- Space Biosciences Research Branch, NASA Ames Research Center, Moffett Field, California, United States of America
- KBRWyle, Mountain View, California, United States of America
| | - Charles S. Richey
- Universities Space Research Association, Mountain View, California, United States of America
| | - Julie Schonfeld
- Engineering Systems Division, NASA Ames Research Center, Moffett Field, California, United States of America
| | - Eduardo A. C. Almeida
- Space Biosciences Research Branch, NASA Ames Research Center, Moffett Field, California, United States of America
- * E-mail:
| |
Collapse
|