Determination of oligonucleotide molecular masses by MS-MALDI

MALDI mass spectrometry (MS) of 14- to 42-mer homogeneous oligonucleotides and their mixtures was carried out using a Vision 2000 instrument (Thermo BioAnalysis, Finnigan, United States). Conditions for the determination of oligonucleotide molecular masses were optimized by applying various matrices and operation modes. The most reproducible results with minimal uncontrolled decomposition of the oligonucleotides including their apurinization during the MALDI MS registration were obtained using 2,4,6-trihydroxyacetophenone as a matrix instead of 3-hydroxypicolinic acid, usually employed in the mass spectrometry of oligonucleotides. Our approach allows the determination of molecular masses of oligonucleotides obtained by chemical synthesis and the evaluation of their component composition and purity. It was applied to the mass spectrometric analysis of oligonucleotides containing a 3'-(methyl-C-phosphonate) group or a modified 1,N6-ethenodeoxyadenosine unit.     

Negative-ion fast atom bombardment and electrospray ionization tandem mass spectrometry for characterization of sulfated and sialyl Lewis-type glycosphingolipids

Structural characterization of sulfated and sialyl Lewis (Le)-type glycosphingolipids performed by fast atom bombardment (FAB) and electrospray ionization (ESI) mass spectrometry is described. Both FAB and ESI collision-induced dissociation tandem mass spectrometry (CID-MS/MS) of acidic glycosphingolipids allowed identification of the sulfated or sialyl sugar, and provided information on the saccharide chain sequence. The negative-ion tandem FABMS of sulfated Le-type glycosphingolipids having the non-reducing end trisaccharide ion as the precursor can be used to differentiate the Le^a- and Le^X-type oligosaccharides. The ESI CID-MS/MS of multiple-charged ions provided even more detailed structural information, and some of the useful daughter ions appeared with higherm/z values than the precusor because of a lower charge-state. These methodologies can be applied to the structural analyses of glycoconjugates with much larger molecular masses and higher polarity, such as the poly-sulfated and sialyl analogues.Abbreviations CID collision-induced dissociation - ESI electrospray ionization - FABMS fast atom bombardment mass spectrometry - Fuc fucose - Gal galactose - GlcNAc N-acetylglucosamine - Le Lewis - Le^a Lewis^a - Le^X Lewis^X - MS/MS mass spectrometry/mass spectrometry - NeuAc N-acetylneuraminic acid - 3-SO₄-Le^a 3-sulfated Le^a pentaosyl ceramide - 3-SO₄-Le^X 3-sulfated Le^X pentaosyl ceramide - 2,3-SO₄-Le^X 2,3-disulfated Le^X pentaosyl ceramide - 3-S-Le^a 3-sialyl Le^a pentaosyl ceramide - 3-S-Le^x 3-sialyl Le^X heptaosyl ceramide - 3-S-Le^X-Le^X 3-sialyl-Le^x-Le^x octaosyl ceramide.     

Molecular Evidence for the Occurrence of H+-Transporting V-ATPase Subunit D and Two Different Forms of Subunit E in Leaves of the Obligate CAM Species Kalanchoë daigremontiana

Membrane proteins of purified tonoplast vesicles from leaves of Kalanchoë daigremontiana Hamet et Perrier were solubilized by the non-ionic detergent Triton X-114 and subsequently separated by MonoQ® anion-exchange chromatography. Special attention was given to the range of molecular masses around 30 kDa comprising the central stalk subunit peptides of the H⁺-transporting V-ATPase. Three polypeptides of apparent molecular masses of 32, 33 and 34 kDa were separated. Proteolytic fragments were obtained by trypsin digestion. Analysis by matrix-assisted laser desorption ionization (MALDI) mass spectrometry of tryptic fragments of the 32 and 33 kDa peptides and protein data- bank comparisons showed that they are two different forms of subunit E. N-terminal amino acid sequencing of tryptic fragments of the 34 kDa peptide showed that it is subunit D. This work provides for the first time unequivocal molecular evidence that the central stalk of the V-ATPase of the obligate CAM plant K. daigremontiana includes subunit D and different forms of subunit E.     

The Preparation of DNA Duplexes Containing Internucleotide Phosphorothioate Groups in Various Positions of the Recognition Site for the EcoRII Restriction Endonuclease

Twenty four 12-mer DNA duplexes, each containing a chiral phosphorothioate group successively replacing one of the internucleotide phosphate groups either in the EcoRII recognition site (5CCA/TGG) or near to it, were obtained for studying the interaction of the restriction endonuclease EcoRII with internucleotide DNA phosphates. Twelve of the 12-mer oligonucleotides were synthesized as R _p and S _p diastereomeric mixtures. Six of them were separated by reversed-phase HPLC using various buffers. Homogeneous diastereomers of the other oligonucleotides were obtained by enzymatic ligation of the R _p and S _p diastereomers of 5–7-mer oligonucleotides preliminarily separated by HPLC with the corresponding short oligonucleotides on a complementary DNA template.     

Laserspray Ionization, a New Atmospheric Pressure MALDI Method for Producing Highly Charged Gas-phase Ions of Peptides and Proteins Directly from Solid Solutions

The first example of a matrix-assisted laser desorption/ionization (MALDI) process producing multiply charged mass spectra nearly identical to those observed with electrospray ionization (ESI) is presented. MALDI is noted for its ability to produce singly charged ions, but in the experiments described here multiply charged ions are produced by laser ablation of analyte incorporated into a common MALDI matrix, 2,5-dihydroxybenzoic acid, using standard solvent-based sample preparation protocols. Laser ablation is known to produce matrix clusters in MALDI provided a threshold energy is achieved. We propose that these clusters (liquid droplets) are highly charged, and under conditions that produce sufficient matrix evaporation, ions are field-evaporated from the droplets similarly to ESI. Because of the multiple charging, advanced mass spectrometers with limited mass-to-charge range can be used for protein characterization. Thus, using an Orbitrap mass spectrometer, low femtomole quantities of proteins produce full-range mass spectra at 100,000 mass resolution with <5-ppm mass accuracy and with 1-s acquisition. Furthermore, the first example of protein fragmentation using electron transfer dissociation with MALDI is presented.Two primary differences between ESI and MALDI methods are the sample environment (solution versus solid) and the observable charge state(s) (multiply versus singly charged). The multiply charged ions observed in ESI mass spectrometry (MS) enhance the yields of fragment ions, a key benefit in structure characterization, and allow analysis of high molecular weight compounds on mass spectrometers with a limited mass-to-charge (m/z) range. In contrast, MALDI MS is ideal for the analysis of heterogeneous samples because it often requires less sample, and spectra of singly charged ions are easier to interpret. We report here the astonishing observation of highly charged molecular ions by laser ablation of a solid matrix/analyte mixture typically used in MALDI MS analyses. The distribution and abundances of the observed ions are similar to those obtained by ESI. Importantly, the MALDI mechanism that produces singly charged ions can be “turned on” at the operator''s will by changing only the matrix or matrix preparation conditions; this capability is not available with any other ionization method. These findings show for the first time that singly charged ions as well as multiply charged ions are available in MALDI. Besides having important mechanistic implications relating to MALDI and ESI, our findings have enormous practical analytical utility.ESI and MALDI combined with MS revolutionized the study of biological materials and earned the Nobel Prize in Chemistry for their ability to ionize proteins for analysis using MS. However, after two decades of extensive studies, the mechanism for ion formation in MALDI remains controversial (1–8). At the heart of these debates lies the predominance of singly charged ions in MALDI mass spectra; the exception being very high mass compounds. A mechanism for the formation of multiply charged ions in MALDI has previously been proposed (1) based on molecular modeling studies (9, 10) and glimpses of multiply charged ions have been observed in lower molecular weight compounds (11–14). The formation of these multiply charged ions has been attributed to sample preparation, high laser fluence, a metal-free sample stage, use of an IR laser, and atmospheric pressure (AP)1 conditions. Multiply charged ions were also recently observed by laser ablation of a liquid surface in the presence of a high electric field (15). The inability in that experiment to observe ions from a solid MALDI matrix/analyte sample or in the absence of an electric field suggests an ionization process involving liquid droplets in a high field similar to ESI (16) or other liquid based, field-induced ionization methods (17, 18).Here, we show analytically useful ESI-like MALDI mass spectra obtained using standard MALDI conditions but using a nontraditional source (19) mounted in place of the standard atmospheric pressure ionization source on a mass spectrometer most commonly used with ESI. The utility of this MALDI MS method for extending the mass range of mass spectrometers as well as the capability of peptide/protein sequencing using electron transfer dissociation (ETD) (20) is demonstrated. Because highly charged ions have not previously been observed with any MALDI ion source configuration, we briefly discuss the fundamental concepts that lead to their production. Key aspects of laserspray ionization (LSI) are laser ablation using a UV laser aligned in transmission geometry (TG) (21–23), field-free (FF) at AP (24), using a heated AP to vacuum ion transfer capillary. In order to emphasize the MALDI sample preparation but distinguish laserspray from conventional AP-MALDI, the new ionization method will hereafter be referred to as FF-TG AP-MALDI.     

P27-T Evaluation of Fluoromethyl-2,2-difluoro-1-(trifluoromethyl)vinyl Ether (‘Compound A’) Effects on Urine Protein Excretion in Rats Using Mass Spectrometry

Fluoromethyl-2,2-difluoro-1-(trifluoromethyl)vinyl ether (FDVE or “compound A”), a haloalkene degradant of the volatile anesthetic sevoflurane, is nephrotoxic in rats. FDVE bioactivation mediates the toxicity, but the molecular and cellular mechanisms of toxification are unknown. FDVE caused rapid and brisk changes in kidney gene expression, providing potential insights into mechanisms of toxicity, and potential biomarkers for nephrotoxicity.¹ Nevertheless, it is unknown whether gene-expression changes are reflected in protein expression, or whether such tissue changes would be reflected in excreted urine proteins. This investigation was to evaluate FDVE effects on urine protein excretion using mass spectrometry.After Animal Use Committee approval, male Fisher 344 rats (250–300 g) housed in individual metabolic cages received a single intraperitoneal injection of 0.25 mmol/kg FDVE, and all urine was collected daily for 1 wk, as described previously.²The samples were labeled with iTRAQ reagents, and both the 4800 MALDI TOF/TOF Analyzer and the 4000 Q TRAP system (AB/MDS SCIEX) were used to acquire data in MS and MS/MS modes. Data were processed with MarkerView software and ProteinPilot Software (AB/MDS SCIEX).The results demonstrate that FDVE causes certain alterations in urine protein/peptide excretion. Multiple components were differentially expressed in a time-dependent manner. Excretion of several endogenously excreted proteins was rapidly decreased by FDVE. Other native peptides showed increased excretion following FDVE, and then gradually decreased to pre-dose levels. Excretion of a third set of proteins/peptides, minimally or not detectable in controls, was upregulated following FDVE. Further experiments will be conducted to identify the protein/peptide markers using LC MALDI MS/MS and other technologies to further investigate the usefulness of MS for identifying biomarkers for FDVE nephrotoxicity.     

Characterization of nutrient status of Halamphora luciae (Bacillariophyceae) using matrix-assisted ultraviolet laser-desorption ionization time-of-flight mass spectrometry (MALDI-TOF MS)

The effects of N and P depletion on the production and structural characterization of the cellular carbohydrate polymers of the estuarine diatom Halamphora luciae in batch culture were examined using matrix-assisted laser desorption-ionization time-of flight mass spectrometry (MALDI-TOF MS) complemented with monosaccharide composition determination and structural analyses by methylation of aqueous extracted product. The MALDI MS analysis of the cells showed a similar profile in control and N- and P-depleted media, with a displacement to higher molecular weight for cells grown in depleted media. In the monosaccharide analyses, both nutrient depletion and culture ageing led to an increase in glucose content, indicating that MALDI-TOF MS in whole cells was detecting the changes in chrysolaminarin. The maxima for the ions from f/2-P and to a lesser extent in f/2-N were displaced to higher m/z values indicating a higher degree of polymerization (DP). Methylation analysis confirmed the presence of chrysolaminarin, a (1→3)-β-d-glucan with branching in C2 and C6, where the glucan backbone had a substitution every four glucose residues. The (1→3)-β-d-glucan was also detected in the cingule by fluorescence with aniline blue.     

Evidence of different G-quadruplex DNA binding with biogenic polyamines probed by electrospray ionization-quadrupole time of flight mass spectrometry,circular dichroism and atomic force microscopy

The binding properties of five G-quadruplex oligonucleotides (humtel24, k-ras32, c-myc22, c-kit1 and c-kit2) with polyamines have been investigated by electrospray ionization-quadrupole time of flight mass spectrometry, circular dichroism, melting temperature, atomic force microscopy (AFM) and molecular simulation. The MS results demonstrated that the polyamines and G-quadruplex DNA can form complexes with high affinity, and one molecule of G-quadruplex DNA can combine several molecules (1–5) of polyamines. The binding affinities of the polyamines to DNA were in the order of spermine > spermidine > putrescine. After binding with polyamines, the conformations of the G-quadruplex DNA were significantly changed, and spermine can induce the configurations of k-ras32 and c-kit1 to deviate from their G-quadruplex structures at high concentrations. In the presence of K⁺, the conformations of G-quadruplex DNA were stabilized, while polyamines can also induced alterations of their configurations. Melting temperature experiments suggested that the T_m of the DNA–polyamine complexes obviously increased both in the absence and presence of K⁺. The AFM results indicated that polyamines can induce aggregation of G-quadruplex DNA. Above results illustrated that the polyamines bound with the phosphate backbone and the base-pairs of G-quadruplex structures. Combining with the molecular simulation, the binding mode of the G-quadruplex DNA and polyamines were discussed. The results obtained would be beneficial for understanding the biological and physiological functions of polyamines and provide useful information for development of antitumor drugs.     

Mass spectrometry of nucleotides and oligonucleotides

Recent advances in the use of mass spectrometry for the determination of the molecular weight and sequencing of oligonucleotides are disscussed. Matrix-assisted laser desorption (MALDI) and electrospray ionization (ESI) mass spectrometry have been shown to be especially important techniques for both molecular weight assignment and sequencing of oligonucleotides, and are the focus of this article which covers the literature through early 1996.     

Mass spectrometric quantification of the mu opioid receptor agonist Tyr-

The application of modern mass spectrometry methods (SI-CID-MS/MS; MS ⁿ ) in the disclosure of new and recurrent microbial metabolites is discussed. Spray ion (SI) sources coupled to different kinds of mass analyzers enable the determination of molecular weights and chemical formulas of given samples even in mixtures. Diagnostic fragment formation by collision-induced dissociation (CID-MS/MS) and MS ⁿ experiments using ion trap mass analyzers are shown as another indispensable source of structural information. Due to the development of benchtop-type mass spectrometers coupled to high-performance liquid chromatography (HPLC), MS can be practised in almost every laboratory as a powerful tool in natural product analysis. Examples are given for special MS applications in identification of bioactive metabolites from screening strains. Journal of Industrial Microbiology & Biotechnology (2001) 27, 136–143. Received 21 September 1999/ Accepted in revised form 19 January 2000     

Disclosure of new and recurrent microbial metabolites by mass spectrometric methods

The application of modern mass spectrometry methods (SI-CID-MS/MS; MS ⁿ ) in the disclosure of new and recurrent microbial metabolites is discussed. Spray ion (SI) sources coupled to different kinds of mass analyzers enable the determination of molecular weights and chemical formulas of given samples even in mixtures. Diagnostic fragment formation by collision-induced dissociation (CID-MS/MS) and MS ⁿ experiments using ion trap mass analyzers are shown as another indispensable source of structural information. Due to the development of benchtop-type mass spectrometers coupled to high-performance liquid chromatography (HPLC), MS can be practised in almost every laboratory as a powerful tool in natural product analysis. Examples are given for special MS applications in identification of bioactive metabolites from screening strains. Journal of Industrial Microbiology & Biotechnology (2001) 27, 136–143. Received 21 September 1999/ Accepted in revised form 19 January 2000     

质谱在寡核苷酸药物质量控制中的应用

介绍了质谱在寡核苷酸质量控制方面的应用.合成寡核苷酸及类似物作为反义治疗剂在病毒感染和一些癌症治疗方面有良好的前景.寡核苷酸作为药物,其结构特性必须进行确证.寡核苷酸浓度和纯度的分析可使用色谱或电泳技术,对寡核苷酸的碱基组成、序列、同一性,修饰基团,色谱或电泳分析方法无能为力.质谱的高鉴别能力使其能有效、灵敏、快速和精确地确定寡核苷酸的这些特性.     

Culture conditions and sample preparation methods affect spectrum quality and reproducibility during profiling of Staphylococcus aureus with matrix‐assisted laser desorption/ionization time‐of‐flight mass spectrometry

Matrix‐assisted laser desorption/ionization time‐of‐flight mass spectrometry (MALDI‐TOF MS) has emerged as a promising tool to rapidly characterize Staphylococcus aureus. Different protocols have been employed, but effects of experimental factors, such as culture condition and sample preparation, on spectrum quality and reproducibility have not been rigorously examined. We applied MALDI‐TOF MS to characterize a model system consisting of five methicillin‐sensitive (MSSA) and five methicillin‐resistant S. aureus isolates (MRSA) under two culture conditions (agar and broth) and using two sample preparation methods [intact cell method and protein extraction method (PEM)]. The effects of these treatments on spectrum quality and reproducibility were quantified. PEM facilitated increases in the number of peaks and mass range width. Broth cultures further improved spectrum quality in terms of increasing the number of peaks. In addition, PEM increased reproducibility in samples prepared using identical culture conditions. MALDI imaging data suggested that the improvement in reproducibility may result from a more homogeneous distribution of sample associated with the broth/PEM treatment. Broth/PEM treatment also yielded the highest rate (96%) of correct classification for MRSA. Taken together, these results suggest that broth/PEM maximizes the performance of MALDI‐TOF MS to characterize S. aureus.

Significance and Impact of the Study

Two culture conditions (agar or broth) and two sample preparation methods (intact cell or protein extraction) were evaluated for their effects on profiling of Staphylococcus aureus using matrix‐assisted laser desorption/ionization time‐of‐flight mass spectrometry (MALDI‐TOF MS). Results indicated that MALDI‐enabled profiling of S. aureus is most effective when cultures are grown in broth and processed using a protein extraction‐based approach. These findings should enhance future efforts to maximize the performance of this approach to characterize strains of S. aureus.     

Enhancement of interferon-β production with sphingomyelin from fermented milk

A fermented milk, Kefir, contains an active substance which enhances IFN- secretion of a human osteosarcoma line MG-63 treated with a chemical inducer, poly I: poly C. The active substance in the fermented milk was identified to be sphingomyelin (SpM) by a combined use of a fast atom bombardment mass spectrometry (FAB-MS) and a fast atom bombardment tandem mass spectrometry (FAB-MS/MS). SpM from fermented milk (F-SpM) was a mixture of four molecular species of SpMs having C₂₁-, C₂₂-, C₂₃- and C₂₄-fatty acids. F-SpM enhanced the IFN secretion 14 times, SpMs from other sources also enhanced moderately (2–3 times). Sphingosine and lysosphingomyelin also enhanced the activity but ceramide and cerebroside did not.Abbreviations IFN- interferon- - SpM sphingomyelin - Lyso-SpM lysosphingomyelin - SpS sphingosine - FAB-MS fast atom bombardment mass spectrometry - FAB-MS/MS fast atom bombardment tandem mass spectrometry     

Characterization of Proteins Utilized in the Desulfurization of Petroleum Products by Matrix-Assisted Laser Desorption Ionization Time-of-Flight Mass Spectrometry

Matrix-assisted laser desorption ionization time-of-flight mass spectrometry (MALDI/TOF/MS) with delayed extraction is utilized in linear, reflected-ion and post-source decay (PSD) modes to directly characterize enzymes being developed for use in a petroleum desulfurization process. The DNA sequence for the genes isolated fromRhodococcussp. strain IGTS8 that produce three of the four enzymes under study had been previously reported with a discrepancy in residue assignments for one of the enzymes, dsz-C. The use of proteolytic digests followed by MALDI/TOF/MS with delayed extraction in the reflected-ion mode provided sequence-specific information with mass accuracies exceeding 40 ppm over a range of masses and signal-to-noise values. Peptide mapping of >80% of the residues was accomplished for all four proteins. The use of PSD established the true sequence for dsz-C, resolving the discrepancy in the literature. A posttranslational loss of N-terminal methionine was observed for each of the four proteins in linear MALDI/MS and was reconfirmed by peptide mapping for three of the proteins.     

MALDI‐TOF MS identification of microbiota associated with pest insect Diabrotica speciosa

相似文献   

FAB CID-MS/MS characterization of tetrasaccharide tri- and tetrasulfate derived from the antigenic determinant recognized by the anti-chondroitin sulfate monoclonal antibody MO-225

The fast atom bombardment (FAB) collision induced dissociation (CID)-mass spectrometry/mass spectrometry (MS/MS) technique was successfully applied to characterize and identify the structures of the immunoreactive trisulfated and tetrasulfated tetrasaccharides that were obtained from the chondroitin sulfate in a shark fin using a treatment with chondroitinase ABC.Abbreviations FABMS fast atom bombardment mass spectrometry - CID collision induced dissociation - MS/MS mass spectrometry/mass spectrometry - UA2S-GalNAc6S 2-acetamido-2-deoxy-3-O-(2-O-sulfo--d-gluco-4-enepyranosyluronic acid)-6-O-sulfo-d-galactose - UA-GalNAc4S 2-acetamido-2-deoxy-3-O-(-d-gluco-4-enepyranosyluronic acid)-4-O-sulfo-d-galactose - UA-GalNAcDiS 2-acetamido-2-deoxy-3-O-(-d-gluco-4-enepyranosyluronic acid)-4,6-di-O-sulfo-d-galactose     

Modern developments in mass spectrometry of chondroitin and dermatan sulfate glycosaminoglycans

Chondroitin sulfate (CS) and dermatan sulfate (DS) are special types of glycosaminoglycan (GAG) oligosaccharides able to regulate vital biological functions that depend on precise motifs of their constituent hexose sequences and the extent and location of their sulfation. As a result, the need for better understanding of CS/DS biological role called for the elaboration and application of straightforward strategies for their composition and structure elucidation. Due to its high sensitivity, reproducibility, and the possibility to rapidly generate data on fine CS/DS structure determinants, mass spectrometry (MS) based on either electrospray ionization (ESI) or matrix-assisted laser desorption/ionization (MALDI) brought a major progress in the field. Here, modern developments in MS of CS/DS GAGs are gathered in a critical review covering the past 5 years. The first section is dedicated to protocols for CS/DS extraction from parent proteoglycan, digestion, and purification that are among critical prerequisites of a successful MS experiment. The second part highlights several MALDI MS aspects, the requirements, and applications of this ionization method to CS/DS investigation. An ample chapter is devoted to ESI MS strategies, which employ either capillary- or advanced chip-based sample infusion in combination with multistage MS (MS ⁿ ) using either collision-induced (CID) or electron detachment dissociation (EDD). At last, the potential of two versatile separation techniques, capillary electrophoresis (CE), and liquid chromatography (LC) in off- and/or on-line coupling with ESI MS and MS ⁿ , is discussed, alongside an assessment of particular buffer/solvent conditions and instrumental parameters required for CS/DS mixture separation followed by on-line mass analysis of individual components.     

High-mass-resolution MALDI mass spectrometry imaging reveals detailed spatial distribution of metabolites and lipids in roots of barley seedlings in response to salinity stress

Introduction

Mass spectrometry imaging (MSI) is a technology that enables the visualization of the spatial distribution of hundreds to thousands of metabolites in the same tissue section simultaneously. Roots are below-ground plant organs that anchor plants to the soil, take up water and nutrients, and sense and respond to external stresses. Physiological responses to salinity are multifaceted and have predominantly been studied using whole plant tissues that cannot resolve plant salinity responses spatially.

Objectives

This study aimed to use a comprehensive approach to study the spatial distribution and profiles of metabolites, and to quantify the changes in the elemental content in young developing barley seminal roots before and after salinity stress.

Methods

Here, we used a combination of liquid chromatography–mass spectrometry (LC–MS), inductively coupled plasma mass spectrometry (ICP–MS), and matrix-assisted laser desorption/ionization (MALDI–MSI) platforms to profile and analyze the spatial distribution of ions, metabolites and lipids across three anatomically different barley root zones before and after a short-term salinity stress (150 mM NaCl).

Results

We localized, visualized and discriminated compounds in fine detail along longitudinal root sections and compared ion, metabolite, and lipid composition before and after salt stress. Large changes in the phosphatidylcholine (PC) profiles were observed as a response to salt stress with PC 34:n showing an overall reduction in salt treated roots. ICP–MS analysis quantified changes in the elemental content of roots with increases of Na⁺ and decreases of K⁺ content.

Conclusion

Our results established the suitability of combining three mass spectrometry platforms to analyze and map ionic and metabolic responses to salinity stress in plant roots and to elucidate tolerance mechanisms in response to abiotic stress, such as salinity stress.