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Khudyakov JI, Treat MD, Shanafelt MC, Deyarmin JS, Neely BA, van Breukelen F. Liver proteome response to torpor in a basoendothermic mammal, Tenrec ecaudatus, provides insights into the evolution of homeothermy. Am J Physiol Regul Integr Comp Physiol 2021; 321:R614-R624. [PMID: 34431404 DOI: 10.1152/ajpregu.00150.2021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Many mammals use adaptive heterothermy (e.g., torpor, hibernation) to reduce metabolic demands of maintaining high body temperature (Tb). Torpor is typically characterized by coordinated declines in Tb and metabolic rate (MR) followed by active rewarming. Most hibernators experience periods of euthermy between bouts of torpor during which homeostatic processes are restored. In contrast, the common tenrec, a basoendothermic Afrotherian mammal, hibernates without interbout arousals and displays extreme flexibility in Tb and MR. We investigated the molecular basis of this plasticity in tenrecs by profiling the liver proteome of animals that were active or torpid with high and more stable Tb (∼32°C) or lower Tb (∼14°C). We identified 768 tenrec liver proteins, of which 50.9% were differentially abundant between torpid and active animals. Protein abundance was significantly more variable in active cold and torpid compared with active warm animals, suggesting poor control of proteostasis. Our data suggest that torpor in tenrecs may lead to mismatches in protein pools due to poor coordination of anabolic and catabolic processes. We propose that the evolution of endothermy leading to a more realized homeothermy of boreoeutherians likely led to greater coordination of homeostatic processes and reduced mismatches in thermal sensitivities of metabolic pathways.
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Affiliation(s)
- Jane I Khudyakov
- Biological Sciences Department, University of the Pacific, Stockton, California
| | - Michael D Treat
- School of Life Sciences, University of Nevada, Las Vegas, Nevada
| | - Mikayla C Shanafelt
- Biological Sciences Department, University of the Pacific, Stockton, California
| | - Jared S Deyarmin
- Biological Sciences Department, University of the Pacific, Stockton, California
| | - Benjamin A Neely
- National Institute of Standards and Technology, Charleston, South Carolina
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Michaud SA, Pětrošová H, Jackson AM, McGuire JC, Sinclair NJ, Ganguly M, Flenniken AM, Nutter LMJ, McKerlie C, Schibli D, Smith D, Borchers CH. Process and Workflow for Preparation of Disparate Mouse Tissues for Proteomic Analysis. J Proteome Res 2020; 20:305-316. [PMID: 33151080 DOI: 10.1021/acs.jproteome.0c00399] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
We investigated the effect of homogenization strategy and protein precipitation on downstream protein quantitation using multiple reaction monitoring mass spectrometry (MRM-MS). Our objective was to develop a workflow capable of processing disparate tissue types with high throughput, minimal variability, and maximum purity. Similar abundances of endogenous proteins were measured in nine different mouse tissues regardless of the homogenization method used; however, protein precipitation had strong positive effects on several targets. The best throughput was achieved by lyophilizing tissues to dryness, followed by homogenization via bead-beating without sample buffer. Finally, the effect of tissue perfusion prior to dissection and collection was explored in 20 mouse tissues. MRM-MS showed decreased abundances of blood-related proteins in perfused tissues; however, complete removal was not achieved. Concentrations of nonblood proteins were largely unchanged, although significantly higher variances were observed for proteins from the perfused lung, indicating that perfusion may not be suitable for this organ. We present a simple yet effective tissue processing workflow consisting of harvest of fresh nonperfused tissue, novel lyophilization and homogenization by bead-beating, and protein precipitation. This workflow can be applied to a range of mouse tissues with the advantages of simplicity, minimal manual manipulation of samples, use of commonly available equipment, and high sample quality.
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Affiliation(s)
- Sarah A Michaud
- University of Victoria-Genome British Columbia Proteomics Centre, Victoria V8Z 7X8, British Columbia, Canada
| | - Helena Pětrošová
- University of Victoria-Genome British Columbia Proteomics Centre, Victoria V8Z 7X8, British Columbia, Canada
| | - Angela M Jackson
- University of Victoria-Genome British Columbia Proteomics Centre, Victoria V8Z 7X8, British Columbia, Canada
| | - Jamie C McGuire
- University of Victoria-Genome British Columbia Proteomics Centre, Victoria V8Z 7X8, British Columbia, Canada
| | - Nicholas J Sinclair
- University of Victoria-Genome British Columbia Proteomics Centre, Victoria V8Z 7X8, British Columbia, Canada
| | - Milan Ganguly
- The Center for Phenogenomics, Toronto M5T 3H7, Ontario, Canada.,The Hospital for Sick Children, Toronto M5G 1X8, Ontario, Canada
| | - Ann M Flenniken
- The Center for Phenogenomics, Toronto M5T 3H7, Ontario, Canada.,Sinai Health Lunenfeld-Tanenbaum Research Institute, Toronto M5G 1X5, Ontario, Canada
| | - Lauryl M J Nutter
- The Center for Phenogenomics, Toronto M5T 3H7, Ontario, Canada.,The Hospital for Sick Children, Toronto M5G 1X8, Ontario, Canada
| | - Colin McKerlie
- The Center for Phenogenomics, Toronto M5T 3H7, Ontario, Canada.,The Hospital for Sick Children, Toronto M5G 1X8, Ontario, Canada
| | - David Schibli
- University of Victoria-Genome British Columbia Proteomics Centre, Victoria V8Z 7X8, British Columbia, Canada
| | - Derek Smith
- University of Victoria-Genome British Columbia Proteomics Centre, Victoria V8Z 7X8, British Columbia, Canada
| | - Christoph H Borchers
- University of Victoria-Genome British Columbia Proteomics Centre, Victoria V8Z 7X8, British Columbia, Canada.,Department of Data Intensive Science and Engineering, Skolkovo Innovation Center, Skolkovo Institute of Science and Technology, Nobel Street, Moscow 143026, Russia.,Segal Cancer Proteomics Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montreal H3T 1E2, Quebec, Canada.,Gerald Bronfman Department of Oncology, Jewish General Hospital, McGill University, Montreal H3T 1E2, Quebec, Canada
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Role of BGS13 in the Secretory Mechanism of Pichia pastoris. Appl Environ Microbiol 2019; 85:AEM.01615-19. [PMID: 31585990 DOI: 10.1128/aem.01615-19] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2019] [Accepted: 09/22/2019] [Indexed: 02/08/2023] Open
Abstract
The methylotrophic yeast Pichia pastoris has been utilized for heterologous protein expression for over 30 years. Because P. pastoris secretes few of its own proteins, the exported recombinant protein is the major polypeptide in the extracellular medium, making purification relatively easy. Unfortunately, some recombinant proteins intended for secretion are retained within the cell. A mutant strain isolated in our laboratory, containing a disruption of the BGS13 gene, displayed elevated levels of secretion for a variety of reporter proteins. The Bgs13 peptide (Bgs13p) is similar to the Saccharomyces cerevisiae protein kinase C 1 protein (Pkc1p), but its specific mode of action is currently unclear. To illuminate differences in the secretion mechanism between the wild-type (wt) strain and the bgs13 strain, we determined that the disrupted bgs13 gene expressed a truncated protein that had reduced protein kinase C activity and a different location in the cell, compared to the wt protein. Because the Pkc1p of baker's yeast plays a significant role in cell wall integrity, we investigated the sensitivity of the mutant strain's cell wall to growth antagonists and extraction by dithiothreitol, determining that the bgs13 strain cell wall suffered from inherent structural problems although its porosity was normal. A proteomic investigation of the bgs13 strain secretome and cell wall-extracted peptides demonstrated that, compared to its wt parent, the bgs13 strain also displayed increased release of an array of normally secreted, endogenous proteins, as well as endoplasmic reticulum-resident chaperone proteins, suggesting that Bgs13p helps regulate the unfolded protein response and protein sorting on a global scale.IMPORTANCE The yeast Pichia pastoris is used as a host system for the expression of recombinant proteins. Many of these products, including antibodies, vaccine antigens, and therapeutic proteins such as insulin, are currently on the market or in late stages of development. However, one major weakness is that sometimes these proteins are not secreted from the yeast cell efficiently, which impedes and raises the cost of purification of these vital proteins. Our laboratory has isolated a mutant strain of Pichia pastoris that shows enhanced secretion of many proteins. The mutant produces a modified version of Bgs13p. Our goal is to understand how the change in the Bgs13p function leads to improved secretion. Once the Bgs13p mechanism is illuminated, we should be able to apply this understanding to engineer new P. pastoris strains that efficiently produce and secrete life-saving recombinant proteins, providing medical and economic benefits.
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Blubber proteome response to repeated ACTH administration in a wild marine mammal. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY D-GENOMICS & PROTEOMICS 2019; 33:100644. [PMID: 31786479 DOI: 10.1016/j.cbd.2019.100644] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 10/17/2019] [Accepted: 11/02/2019] [Indexed: 12/21/2022]
Abstract
While the response to acute stress is adaptive in nature, repeated or chronic stress can impact an animal's fitness by depleting its energy stores and suppressing immune function and reproduction. This can be especially deleterious for species that rely on energy reserves to fuel key life history stages (e.g. reproduction), already experience physiological extremes (e.g. fasting), and/or have undergone significant population declines, such as many marine mammals. However, identifying chronically stressed individuals is difficult due to the practical challenges to sample collection from large aquatic animals and a paucity of information on downstream consequences of the stress response. We previously simulated repeated stress by ACTH administration in a model marine mammal, the northern elephant seal, and showed that changes in blubber gene expression, but not circulating cortisol levels, could distinguish between single and repeated responses to ACTH. Here, we profiled changes in the proteome of the same blubber cell population and identified a set of differentially expressed proteins that included extracellular matrix components, heat shock and mitochondrial proteins, metabolic enzymes, and metabolite transporters. Differentially expressed proteins and genes shared similar functions that suggest that repeated corticosteroid elevation may affect blubber tissue proteostasis, mitochondrial activity, adipogenesis, and metabolism in marine mammals. For marine mammal species from which blubber biopsies, but not blood can be obtained by remote sampling, measurement of abundance of such proteins may serve as a novel method for identifying chronically stressed animals.
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iTRAQ-Based Quantitative Proteomic Comparison of 2D and 3D Adipocyte Cell Models Co-cultured with Macrophages Using Online 2D-nanoLC-ESI-MS/MS. Sci Rep 2019; 9:16746. [PMID: 31727937 PMCID: PMC6856061 DOI: 10.1038/s41598-019-53196-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 10/29/2019] [Indexed: 12/14/2022] Open
Abstract
The demand for novel three-dimensional (3D) cell culture models of adipose tissue has been increasing, and proteomic investigations are important for determining the underlying causes of obesity, type II diabetes, and metabolic disorders. In this study, we performed global quantitative proteomic profiling of three 3D-cultured 3T3-L1 cells (preadipocytes, adipocytes and co-cultured adipocytes with macrophages) and their 2D-cultured counterparts using 2D-nanoLC-ESI-MS/MS with iTRAQ labelling. A total of 2,885 shared proteins from six types of adipose cells were identified and quantified in four replicates. Among them, 48 proteins involved in carbohydrate metabolism (e.g., PDHα, MDH1/2, FH) and the mitochondrial fatty acid beta oxidation pathway (e.g., VLCAD, ACADM, ECHDC1, ALDH6A1) were relatively up-regulated in the 3D co-culture model compared to those in 2D and 3D mono-cultured cells. Conversely, 12 proteins implicated in cellular component organisation (e.g., ANXA1, ANXA2) and the cell cycle (e.g., MCM family proteins) were down-regulated. These quantitative assessments showed that the 3D co-culture system of adipocytes and macrophages led to the development of insulin resistance, thereby providing a promising in vitro obesity model that is more equivalent to the in vivo conditions with respect to the mechanisms underpinning metabolic syndromes and the effect of new medical treatments for metabolic disorders.
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Ricci CA, Kamal AHM, Chakrabarty JK, Fuess LE, Mann WT, Jinks LR, Brinkhuis V, Chowdhury SM, Mydlarz LD. Proteomic Investigation of a Diseased Gorgonian Coral Indicates Disruption of Essential Cell Function and Investment in Inflammatory and Other Immune Processes. Integr Comp Biol 2019; 59:830-844. [DOI: 10.1093/icb/icz107] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Abstract
As scleractinian coral cover declines in the face of increased frequency in disease outbreaks, future reefs may become dominated by octocorals. Understanding octocoral disease responses and consequences is therefore necessary if we are to gain insight into the future of ecosystem services provided by coral reefs. In Florida, populations of the octocoral Eunicea calyculata infected with Eunicea black disease (EBD) were observed in the field in the fall of 2011. This disease was recognized by a stark, black pigmentation caused by heavy melanization. Histological preparations of E. calyculata infected with EBD demonstrated granular amoebocyte (GA) mobilization, melanin granules in much of the GA population, and the presence of fungal hyphae penetrating coral tissue. Previous transcriptomic analysis also identified immune trade-offs evidenced by increased immune investment at the expense of growth. Our investigation utilized proteogenomic techniques to reveal decreased investment in general cell signaling while increasing energy production for immune responses. Inflammation was also prominent in diseased E. calyculata and sheds light on factors driving the extreme phenotype observed with EBD. With disease outbreaks continuing to increase in frequency, our results highlight new targets within the cnidarian immune system and provide a framework for understanding transcriptomics in the context of an organismal disease phenotype and its protein expression.
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Affiliation(s)
- Contessa A Ricci
- Department of Biology, University of Texas at Arlington, Arlington, 501 S Nedderman Dr., TX 76010, USA
| | - Abu Hena Mostafa Kamal
- Department of Chemistry and Biochemistry, University of Texas at Arlington, 700 Planetarium Pl, Arlington, TX 76010, USA
| | - Jayanta Kishor Chakrabarty
- Department of Chemistry and Biochemistry, University of Texas at Arlington, 700 Planetarium Pl, Arlington, TX 76010, USA
| | - Lauren E Fuess
- Department of Ecology and Evolutionary Biology University of Connecticut, Storrs, CT 06269, USA
| | - Whitney T Mann
- Department of Biology, University of Texas at Arlington, Arlington, 501 S Nedderman Dr., TX 76010, USA
| | - Lea R Jinks
- Department of Biology, University of Texas at Arlington, Arlington, 501 S Nedderman Dr., TX 76010, USA
| | - Vanessa Brinkhuis
- Washington State Department of Ecology—Central Regional Office, 1250 Alder Street, Union Gap, WA 98903, USA
| | - Saiful M Chowdhury
- Department of Chemistry and Biochemistry, University of Texas at Arlington, 700 Planetarium Pl, Arlington, TX 76010, USA
| | - Laura D Mydlarz
- Department of Biology, University of Texas at Arlington, Arlington, 501 S Nedderman Dr., TX 76010, USA
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First person – Jane Khudyakov. Biol Open 2018. [PMCID: PMC6262863 DOI: 10.1242/bio.039321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
First Person is a series of interviews with the first authors of a selection of papers published in Biology Open, helping researchers promote themselves alongside their papers. Jane Khudyakov is first author on ‘A sample preparation workflow for adipose tissue shotgun proteomics and proteogenomics’, published in BiO. Jane is the PI of her lab at the University of the Pacific, Stockton, USA, investigating comparative physiology & genomics.
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