Comparing and integrating TMT-SPS-MS3 and label-free quantitative approaches for proteomics scrutiny in recalcitrant Mango (Mangifera indica L.) peel tissue during postharvest period.

Despite substantial advances in the use of proteomic technologies, their widespread application in fruit tissues of non-model and recalcitrant species remains limited. This hampers the understanding of critical molecular events during the postharvest period of fleshy tropical fruits. Therefore, we evaluated label-free quantitation (LFQ) and TMT-SPS-MS3 (TMT) approaches to analyse changes in the protein profile of mango peels during postharvest period. We compared two extraction methods (phenol and chloroform/methanol) and two peptide fractionation schemes (SCX and HPRP). We accurately identified 3065 proteins, of which, 1492 were differentially accumulated over at 6 days after harvesting (DAH). Both LFQ and TMT approaches share 210 differential proteins including cell wall proteins associated with fruit softening, as well as aroma and flavour-related proteins, which were increased during postharvest period. The phenolic protein extraction and the high-pH reverse-phase peptide fractionation was the most effective pipeline for relative quantification. Nevertheless, the information provided by the other tested strategies was significantly complementary. Besides, LFQ spectra allowed us to track down intact N-glycopeptides corroborating N-glycosylations on the surface of a desiccation-related protein. This work represents the largest proteomic comparison of mango peels during postharvest period made so far, shedding light on the molecular foundation of edible fruit during ripening.

Proteomic Approach during the Induction of Somatic Embryogenesis in Coffea canephora.

Plant growth regulators (PGR) are essential for somatic embryogenesis (SE) in different species, and Coffea canephora is no exception. In our study model, previously, we have been able to elucidate the participation of various genes involved in SE by using different strategies; however, until now, we have not used a proteomic approach. This research seeks to contribute to understanding the primary cellular pathways involved in developing SE in C. canephora. The process of our model consists of two stages: (1) preconditioning in MS medium with auxin (NAA) and cytokinin (KIN), and (2) induction in Yasuda liquid medium added with cytokinin (BA). Therefore, in this study, we analyzed different days of the SE induction process using shotgun label-free proteomics. An amount of 1630 proteins was found among different sampling days of the process, of which the majority were accumulated during the induction stage. We found that some of the most enriched pathways during this process were the biosynthesis of amino acids and secondary metabolites. Eighteen proteins were found related to auxin homeostasis and two to cytokinin metabolism, such as ABC, BIG, ILR, LOG, and ARR. Ten proteins and transcription factors related to SE were also identified, like SERK1, SKP1, nuclear transcription factor Y, MADS-box, and calreticulin, and 19 related to other processes of plant development, among which the 14-3-3 and PP2A proteins stand out. This is the first report on the proteomic approach to elucidate the mechanisms that operate during the induction of SE in C. canephora. So, our findings provide the groundwork for future, more in-depth research. Data are available via ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD047172.

Proteome Landscape during Ripening of Solid Endosperm from Two Different Coconut Cultivars Reveals Contrasting Carbohydrate and Fatty Acid Metabolic Pathway Modulation.

Cocos nucifera L. is a crop grown in the humid tropics. It is grouped into two classes of varieties: dwarf and tall; regardless of the variety, the endosperm of the coconut accumulates carbohydrates in the early stages of maturation and fatty acids in the later stages, although the biochemical factors that determine such behavior remain unknown. We used tandem mass tagging with synchronous precursor selection (TMT-SPS-MS3) to analyze the proteomes of solid endosperms from Yucatan green dwarf (YGD) and Mexican pacific tall (MPT) coconut cultivars. The analysis was conducted at immature, intermediate, and mature development stages to better understand the regulation of carbohydrate and lipid metabolisms. Proteomic analyses showed 244 proteins in YGD and 347 in MPT; from these, 155 proteins were shared between both cultivars. Furthermore, the proteomes related to glycolysis, photosynthesis, and gluconeogenesis, and those associated with the biosynthesis and elongation of fatty acids, were up-accumulated in the solid endosperm of MPT, while in YGD, they were down-accumulated. These results support that carbohydrate and fatty acid metabolisms differ among the developmental stages of the solid endosperm and between the dwarf and tall cultivars. This is the first proteomics study comparing different stages of maturity in two contrasting coconut cultivars and may help in understanding the maturity process in other palms.

The ovaries of ivermectin-resistant Rhipicephalus microplus strains display proteomic adaptations involving the induction of xenobiotic detoxification and structural remodeling mechanisms.

Controlling Rhipicephalus microplus is among the most significant challenges for livestock production worldwide. The indiscriminate use of acaricides stimulates the selection of resistant tick populations and is therefore ineffective. Understanding the molecular foundations of resistance could help inform the search for new alternatives for tick control. Although the ovary has been suggested as a relevant target organ for tick control, there are few existing studies that focus on tick ovarian tissue. Therefore, we conducted a comparative proteomic analysis on ovaries of R. microplus strains with differential resistance to ivermectin. In resistant ticks, we observed the over-accumulation of proteins involved in several biological processes, including translation, proteolysis, transport, cellular organization, differentiation, and xenobiotic detoxification. We also observed the accumulation of many structural and extracellular proteins such as papilin-like protein, which glycosylation increase its stability-based molecular modeling. Therefore, we propose that ovaries of ivermectin-resistant ticks overcome the negative impact of ivermectin through the activation of detoxification mechanisms and structural proteins associated with the remodeling of the ovary's extracellular matrix. SIGNIFICANCE: Understanding the molecular foundation of ivermectin resistance in Rhipicephalus microplus represents an essential step in cattle farming, which could provide clues and alternatives for tick control. Excessive use of chemicals like ivermectin allows the generation of resistant tick strains in different countries. However, limited molecular information is available concerning the tick's resistance to ivermectin. Detailed proteomics scrutiny in various tick organs will provide more comprehensive molecular information. Thus, we conducted an ovary comparative proteomic-based TMT-SPS-MS3 approach. We highlight in ivermectin-resistant ticks the over-accumulation of structural proteins and enzymes connected to detoxification mechanisms.

Characterization of the Technofunctional Properties and Three-Dimensional Structure Prediction of 11S Globulins from Amaranth (Amaranthus hypochondriacus L.) Seeds.

Amaranth 11S globulins (Ah11Sn) are an excellent source of essential amino acids; however, there have been no investigations on the characterization of their techno-functional properties at different pH conditions and NaCl concentrations, which are necessary for food formulations. In this work, we report a new two-step purification method for native Ah11Sn with purity levels of ~95%. LC-MS/MS analysis revealed the presence of three different Ah11Sn paralogs named Ah11SB, A11SC, and Ah11SHMW, and their structures were predicted with Alphafold2. We carried out an experimental evaluation of Ah11Sn surface hydrophobicity, solubility, emulsifying properties, and assembly capacity to provide an alternative application of these proteins in food formulations. Ah11Sn showed good surface hydrophobicity, solubility, and emulsifying properties at pH values of 2 and 3. However, the emulsions became unstable at 60 min. The assembly capacity of Ah11Sn evaluated by DLS analysis showed mainly the trimeric assembly (~150-170 kDa). This information is beneficial to exploit and utilize Ah11Sn rationally in food systems.

Proteometabolomic Analysis Reveals Molecular Features Associated with Grain Size and Antioxidant Properties amongst Chickpea (Cicer arietinum L.) Seeds Genotypes.

Legumes are an essential source of nutrients that complement energy and protein requirements in the human diet. They also contribute to the intake of bioactive compounds such as polyphenols, whose content can vary depending on cultivars and genotypes. We conducted a comparative proteomics and metabolomics study to determine if there were significant variations in relevant nutraceutical compounds in the five genotypes of Kabuli-type chickpea grains. We performed an isobaric tandem mass tag (TMT) couple to synchronous precursor selection (SPS)-MS3 method along with a targeted and untargeted metabolomics approach based on accurate mass spectrometry. We observed an association between the overproduction of proteins involved in starch, lipid, and amino acid metabolism with gibberellin accumulation in large grains. In contrast, we visualized the over-accumulation of proteins associated with water deprivation in small grains. It was possible to visualize in small grains the over-accumulation of some phenolics such as vanillin, salicylic acid, protocatechuic acid, 4-coumaric acid, 4-hydroxybenzoic acid, vanillic acid, ferulic acid, and kaempferol 3-O-glucoside as well as the amino acid l-phenylalanine. The activated phenolic pathway was associated with the higher antioxidant capacity of small grains. Small grains consumption could be advantageous due to their nutraceutical properties.

Amaranth calcium oxalate crystals are associated with chloroplast structures and proteins.

Calcium oxalate (CaOx) crystals in plants are formed in crystal idioblasts cells and have specific geometric shapes. Their proposed functions include calcium homeostasis and carbon source, among others. Amaranth is a plant that presents high tolerance to abiotic stresses and accumulates considerable amounts of CaOx crystals; however, few studies have focused on characterizing the crystals ultrastructure and none is related to identifying proteins bound to them. This information is of great interest to understand the mechanisms related to CaOx crystal formation and to support their proposed functions. Thus, this work aimed to characterize CaOx crystals in amaranth leaves. Crystals were purified and the proteins bound to them were isolated and identified by nLC-MS/MS. Leaf sections were analyzed by light and electron microscopy. The identified proteins were related to the chloroplast such as ATPb synthase, RuBisCO large subunit, and cell wall-related proteins, which were validated by immunohistochemistry and immunogold labeling. In addition, it was observed that CaOx crystal idioblasts were formed from parenchyma cells associated with mesophyll and veins, in which the thylakoid membranes of degraded chloroplasts turned into crystal chambers. These results significantly advance our understanding of the mechanisms of CaOx crystal formation and the potential function as an alternative carbon source in leaves.

Efficient Protein Extraction Protocols for NanoLC-MS/MS Proteomics Analysis of Plant Tissues with High Proteolytic Activity: A Case Study with Pineapple Pulp.

Proteomics is an essential tool to uncover the regulatory processes of fruit biology. In fruits with high proteolytic activity, the inhibition of endogenous proteases is key for successful protein extraction. In this chapter, we describe an efficient protocol for total protein extraction to deal with this inconvenience using pineapple pulp as an example. We corroborated the efficacy of our protein extraction protocols by carrying out nano LC-MS/MS analyses using a highly sensitive hybrid mass spectrometer. In doing so, we were able to identify over 3000 proteins in pineapple pulp. Our contribution paves the way for massive comparative proteomics scrutiny in pineapple fruits, as well as others plant tissues with high protease activity such as papaya, fig, and kiwi fruits.

Mass Spectrometry Approaches for SARS-CoV-2 Detection: Harnessing for Application in Food and Environmental Samples.

The public health crisis caused by the emergence of the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in 2019 has drastically changed our lifestyle in virtually all contexts around the world. SARS-CoV-2 is mainly airborne, transmitted by the salivary droplets produced when infected people cough or sneeze. In addition, diarrhea symptoms and the detection of SARS-CoV-2 in feces suggest a fecal-oral route of contagion. Currently, the high demand for SARS-CoV-2 diagnosis has surpassed the availability of PCR and immunodetection probes and has prompted the development of other diagnostic alternatives. In this context, mass spectrometry (MS) represents a mature, robust alternative platform for detection of SARS-CoV-2 and other human viruses. This possibility has raised great interest worldwide. Therefore, it is time for the global application of MS as a feasible option for detecting SARS-CoV-2, not only in human fluids, but also in other matrices such as foods and wastewater. This review covers the most relevant established methods for MS-based SARS-CoV-2 detection and discusses the future application of these tools in different matrices. Significance: The Coronavirus Disease 2019 (COVID-19) pandemic highlighted the pros and cons of currently available PCR and immunodetection tools. The great concern over the infective potential of SARS-CoV-2 viral particles that can persist for several hours on different surfaces under various conditions further evidenced the need for reliable alternatives and high-throughput methods to meet the needs for mass detection of SARS-CoV-2. In this context, MS-based proteomics emerging from fundamental studies in life science can offer a robust option for SARS-CoV-2 detection in human fluids and other matrices. In addition, the substantial efforts towards detecting SARS-CoV-2 in clinal samples, position MS to support the detection of this virus in different matrices such as the surfaces of the packing food process, frozen foods, and wastewaters. Proteomics and mass spectrometry are, therefore, well positioned to play a role in the epidemiological control of COVID-19 and other future diseases. We are currently witnessing the opportunity to generate technologies to overcome prolonged pandemics for the first time in human history.

Comparative proteome analysis of the midgut of Rhipicephalus microplus (Acari: Ixodidae) strains with contrasting resistance to ivermectin reveals the activation of proteins involved in the detoxification metabolism.

Rhipicephalus microplus is the most serious tick parasite for the livestock industry in tropical and subtropical regions. A cost-effective control method to manage the infestation of this parasite involves the use of chemicals such as ivermectin. However, massive overuse of ivermectin over recent decades has selected for ivermectin-resistant populations of R. microplus. Here, we carried out a comparative proteomic analysis of the midgut of ivermectin-susceptible versus ivermectin-resistant ticks using tandem mass tags coupled to synchronous precursor selection. In susceptible ticks, there was an over-representation of proteins associated with blood digestion and anticoagulation. In contrast, resistant ticks exhibited an over-accumulation of proteins involved in phase I and phase II of the detoxification metabolism, including cytochrome P450, glutathione-S-transferase, and ABC transporters, as well as many ribosomal and other translation-related proteins. This information provides new clues about the mechanisms of ivermectin resistance in R. microplus as well as suggesting potential novel molecular targets to cope with ivermectin-resistant populations of R. microplus. SIGNIFICANCE: Cattle farming is an important primary economic activity for food production all over the globe. However, this activity also has detrimental environmental impacts, including the overuse of ivermectin and other chemicals used to control parasite infestations. The overuse of ivermectin selected for parasites with resistance to this chemical, including tick species like R. microplus. There has been extensive to understand the mechanisms that mediate ivermectin resistance in arthropods, but many gaps remain for the full comprehension of this phenomenon. Understanding the biochemistry behind ivermectin resistance could provide new alternatives to fight these parasites. We therefore consider that determining the metabolic mechanisms involved in ivermectin resistance is of great relevance. The comparative proteomic analysis here reported shows the relevance of the active detoxifying metabolism in the midgut of resistant ticks, which may be key for the development of novel control methods.

Current Proteomic and Metabolomic Knowledge of Zygotic and Somatic Embryogenesis in Plants.

Embryogenesis is the primary developmental program in plants. The mechanisms that underlie the regulation of embryogenesis are an essential research subject given its potential contribution to mass in vitro propagation of profitable plant species. Somatic embryogenesis (SE) refers to the use of in vitro techniques to mimic the sexual reproduction program known as zygotic embryogenesis (ZE). In this review, we synthesize the current state of research on proteomic and metabolomic studies of SE and ZE in angiosperms (monocots and dicots) and gymnosperms. The most striking finding was the small number of studies addressing ZE. Meanwhile, the research effort focused on SE has been substantial but disjointed. Together, these research gaps may explain why the embryogenic induction stage and the maturation of the somatic embryo continue to be bottlenecks for efficient and large-scale regeneration of plants. Comprehensive and integrative studies of both SE and ZE are needed to provide the molecular foundation of plant embryogenesis, information which is needed to rationally guide experimental strategies to solve SE drawbacks in each species.

Biomass, chlorophyll fluorescence, and osmoregulation traits let differentiation of wild and cultivated Amaranthus under water stress.

Amaranths are recognized by their high nutritive value and their natural tolerance to environmental stresses. In this study, physiological differences in response to water stress were compared between A. hybridus, a wild species considered as weed, and A. hypochondriacus, the most cultivated species for grain production, under the hypothesis that wild species have better adaptation to stress. In both species, photosynthetic parameters, pigments, and gene expression of selected genes were assessed. Biomass, effective quantum efficiency (ΦPSII), photochemical quenching (qP), and electron transport rate (ETR) values were reduced only in A. hybridus due to water deficit. Drought stress promoted proline accumulation by twice in A. hybridus but until three times in A. hypochondriacus. In both species, drought stress reduced net assimilation rate (A), transpiration rate (E), stomatal conductance (gs), and the expression of phosphoenol pyruvate carboxylase (PEPC). While, maximum quantum efficiency (Fv/Fm), chlorophyll, betacyanins, and the expression of ribulose1-5, bisphosphate carboxylase/oxygenase large subunit (LSU) did not change when plants were subjected to water stress. Likewise, both species accumulated total phenolic compounds and Oxalyl-CoA gene was up-regulated in response to drought. Our results have shown that A. hypochondriacus, the cultivated species, exhibited better tolerance to drought than A. hybridus, the wild species, probably due to an unconsciously selected trait during the domestication process.

Tissue-specific proteome characterization of avocado seed during postharvest shelf life.

Avocado is a nutritious and economically important fruit, generating significant income for exporter countries. Recently, by-products of this fruit such as seeds and peels, have raised interest in different industries. However, the biochemical features of the nutraceutical value of these tissues have not been analyzed using molecular approaches during the postharvest shelf life (PSL). We carried out comparative proteomics using tandem mass tagging (TMT) and synchronous-precursor selection (SPS)-MS3. We analyzed testa, cotyledon, and embryo axes from avocado seeds at detachment from the tree (unripe), and after five (breaker) and ten days (ripe) of PSL. We identified 1968 proteins, from which 933 were specific to the testa, 167 to the embryo axis, and 23 to the cotyledon. The testa had a more dynamic proteome than the other tissues, resembling similar stress responses to those observed in peel tissues, such as down-accumulation of translational machinery, cell wall catabolism and synthesis of secondary metabolites. In contrast, the up-accumulation of the biosynthesis of l-glutamine, L-isoleucine, and l-serine was observed in all tissues. Our study provides the basic biochemical and physiological features of avocado seed during PSL and demonstrates that avocado seed tissues could potentially be used as a costless source of high-value compounds. SIGNIFICANCE: Avocado seed as a fruit by-product is a source of different valuable molecules, including those with nutraceutical properties. During PSL, several biochemical and physiological modifications occur in this dispersal unit, which also includes the alteration of several key metabolites' content. However, the proteome profile associated with different metabolic pathways that regulate the inner content of seed metabolites has not been previously studied. Our tissue-specific proteomics TMT-SPS-MS3-based provides the first evidence of molecular and physiological changes in avocado tissues during PSL delivering fundamental knowledge of this organ. In this vein, the modulation of secondary metabolites, amino acid, and sugar metabolism of avocado tissues during PLS can encourage these by-products exploitation in multiple industries.

Protein analysis reveals differential accumulation of late embryogenesis abundant and storage proteins in seeds of wild and cultivated amaranth species.

BACKGROUND: Amaranth is a plant naturally resistant to various types of stresses that produces seeds of excellent nutritional quality, so amaranth is a promising system for food production. Amaranth wild relatives have survived climate changes and grow under harsh conditions, however no studies about morphological and molecular characteristics of their seeds are known. Therefore, we carried out a detailed morphological and molecular characterization of wild species A. powellii and A. hybridus, and compared them with the cultivated amaranth species A. hypochondriacus (waxy and non-waxy seeds) and A. cruentus. RESULTS: Seed proteins were fractionated according to their polarity properties and were analysed in one-dimensional gel electrophoresis (1-DE) followed by nano-liquid chromatography coupled to tandem mass spectrometry (nLC-MS/MS). A total of 34 differentially accumulated protein bands were detected and 105 proteins were successfully identified. Late embryogenesis abundant proteins were detected as species-specific. Oleosins and oil bodies associated proteins were observed preferentially in A. cruentus. Different isoforms of the granule-bound starch synthase I, and several paralogs of 7S and 11S globulins were also identified. The in silico structural analysis from different isoforms of 11S globulins was carried out, including new types of 11S globulin not reported so far. CONCLUSIONS: The results provide novel information about 11S globulins and proteins related in seed protection, which could play important roles in the nutritional value and adaptive tolerance to stress in amaranth species.

Molecular characterization and in vitro interaction analysis of Op14-3-3 µ protein from Opuntia ficus-indica: identification of a new client protein from shikimate pathway.

In plants, 14-3-3 proteins are important modulators of protein-protein interactions in response to environmental stresses. The aim of the present work was to characterize one Opuntia ficus-indica 14-3-3 and get information about its client proteins. To achieve this goal, O. ficus-indica 14-3-3 cDNA, named as Op14-3-3 µ, was amplified by 3'-RACE methodology. Op14-3-3 µ contains an Open Reading Frame of 786 bp encoding a 261 amino acids protein. Op14-3-3 µ cDNA was cloned into a bacterial expression system and recombinant protein was purified. Differential Scanning Fluorimetry, Dynamic Light Scattering, and Ion Mobility-Mass Spectrometry were used for Op14-3-3 µ protein characterization, and Affinity-Purification-Mass Spectrometry analysis approach was used to obtain information about their potential client proteins. Pyrophosphate-fructose 6-phosphate 1-phosphotransferase, ribulose bisphosphate carboxylase large subunit, and vacuolar-type H+-ATPase were identified. Interestingly chorismate mutase p-prephenate dehydratase was also identified. Op14-3-3 µ down-regulation was observed in Opuntia calluses when they were induced with Jasmonic Acid, while increased accumulation of Op14-3-3 µ protein was observed. The putative interaction of 14-3-3 µ with chorismate mutase, which have not been reported before, suggest that Op14-3-3 µ could be an important regulator of metabolites biosynthesis and responses to stress in Opuntia spp. SIGNIFICANCE: Opuntia species are important crops in arid and semiarid areas worldwide, but despite its relevance, little information about their tolerance mechanism to cope with harsh environmental conditions is reported. 14-3-3 proteins have gained attention due to its participation as protein-protein regulators and have been linked with primary metabolism and hormones responses. Here we present the characterization of the first Opuntia ficus-indica 14-3-3 (Op14-3-3) protein using affinity purification-mass spectrometry (AP-MS) strategy. Op14-3-3 has high homology with other 14-3-3 from Caryophyllales. A novel Op14-3-3 client protein has been identified; the chorismate mutase p-prephenate dehydratase, key enzyme that links the primary with secondary metabolism. The present results open new questions about the Opuntia spp. pathways mechanisms in response to environmental stress and the importance of 14-3-3 proteins in betalains biosynthesis.

Insights on Structure and Function of a Late Embryogenesis Abundant Protein from Amaranthus cruentus: An Intrinsically Disordered Protein Involved in Protection against Desiccation, Oxidant Conditions, and Osmotic Stress.

Late embryogenesis abundant (LEA) proteins are part of a large protein family that protect other proteins from aggregation due to desiccation or osmotic stresses. Recently, the Amaranthus cruentus seed proteome was characterized by 2D-PAGE and one highly accumulated protein spot was identified as a LEA protein and was named AcLEA. In this work, AcLEA cDNA was cloned into an expression vector and the recombinant protein was purified and characterized. AcLEA encodes a 172 amino acid polypeptide with a predicted molecular mass of 18.34 kDa and estimated pI of 8.58. Phylogenetic analysis revealed that AcLEA is evolutionarily close to the LEA3 group. Structural characteristics were revealed by nuclear magnetic resonance and circular dichroism methods. We have shown that recombinant AcLEA is an intrinsically disordered protein in solution even at high salinity and osmotic pressures, but it has a strong tendency to take a secondary structure, mainly folded as α-helix, when an inductive additive is present. Recombinant AcLEA function was evaluated using Escherichia coli as in vivo model showing the important protection role against desiccation, oxidant conditions, and osmotic stress. AcLEA recombinant protein was localized in cytoplasm of Nicotiana benthamiana protoplasts and orthologs were detected in seeds of wild and domesticated amaranth species. Interestingly AcLEA was detected in leaves, stems, and roots but only in plants subjected to salt stress. This fact could indicate the important role of AcLEA protection during plant stress in all amaranth species studied.

Purification and biochemical characterization of 11S globulin from chan (Hyptis suaveolens L. Poit) seeds.

Chan (Hyptis suaveolens) is a Mesoamerican crop highly appreciated since the pre-Hispanic cultures. Its proteins are a good source of essential amino acids; however, there are no reports on the properties of its individual proteins. In this study, the 11S globulin (Hs11S) was purified and biochemically characterized. The molecular weight of native Hs11S was about 150-300 kDa with isoelectric points of 5.0-5.3, composed by four monomers of 53.5, 52, 51.1 and 49.5 kDa, each formed by one acidic subunit and one basic subunit linked by a disulfide bond. Dynamic light scattering, size exclusion chromatography and native PAGE show that Hs11S is assembled in different oligomeric forms. LC-MS/MS analysis confirmed its identity. Hs11S presents antigenic determinants in common with lupin 11S globulin. Carbohydrate moieties or phosphate groups linked to Hs11S were not detected. This information is very useful in order to exploit and utilize rationally chan 11S globulin in food systems.