10 research outputs found
Additional file 5: Figure S2. of Tribbles ortholog NIPI-3 and bZIP transcription factor CEBP-1 regulate a Caenorhabditis elegans intestinal immune surveillance pathway
Genes differentially expressed in nipi-3(fr4) are enriched for translational inhibitor- and pathogen-response genes. a. Overlaps between genes differentially expressed in nipi-3(fr4) versus wild type animals fed the indicated food. Numbers provided for major overlap classes. b. Overlap between genes differentially expressed in nipi-3(fr4) versus wild type animals fed control OP50 E. coli and genes induced/repressed by ToxA or hygromycin versus control bacteria in wild type animals [5]. P < 1 × 10–95 (hypergeometric test). c. Overlap between genes differentially expressed in nipi-3(fr4) versus wild type animals fed P. aeruginosa or ToxA and genes induced/repressed by P. aeruginosa or ToxA versus control bacteria in wild type animals P < 5 × 10–6 (hypergeometric test). Data collected from microarray (b) or NanoString (a, c) analyses. Primary data for panels a and c are provided in Additional file 15. (PDF 403 kb
It Makes Me Spit: The Public and Newspaper Reaction to the UK Governmentr's Threat to Suppress the Daily Mirror
cebp-1 acts in the intestine and affects immune gene expression. a. Lifespans of MGH167 (gut RNAi) animals grown on equal mixtures of cebp-1 RNAi and L4440 vector control; nipi-3 RNAi and L4440 vector control; cebp-1 and nipi-3 RNAi; or L4440 vector control alone to the L4 stage. Animals were then transferred to E. coli expressing ToxA. Note that the mixed nipi-3 RNAi showed less ToxA susceptibility than undiluted nipi-3 RNAi (Fig. S1b). P = 0.95 (log-rank test) and 0.4 (Wilcoxon test) for nipi-3, cebp-1 versus cebp-1 RNAi; P = 0.089 (log-rank test) and 0.0004 (Wilcoxon test) for nipi-3 versus cebp-1 RNA. Number of animals scored for each condition was > 65 (426 total). This is a representative experiment of two independent experiments. b. qRT-PCR comparison of the indicated strains exposed to E. coli expressing ToxA for 24 hours. Results shown are an average of two biological replicates and are normalized to the corresponding wild type ToxA value. Error bars represent SEM. nipi-3 refers to nipi-3(fr4). Primary data for panel b are provided in Additional file 15. (PDF 206 kb
Accurate Multiplexed Proteomics at the MS2 Level Using the Complement Reporter Ion Cluster
Isobaric labeling strategies, such as isobaric tags for
relative
and absolute quantitation (iTRAQ) or tandem mass tags (TMT), have
promised to dramatically increase the power of quantitative proteomics.
However, when applied to complex mixtures, both the accuracy and precision
are undermined by interfering peptide ions that coisolate and cofragment
with the target peptide. Additional gas-phase isolation steps, such
as proton-transfer ion–ion reactions (PTR) or higher-order
MS3 scans, can almost completely eliminate this problem. Unfortunately,
these methods come at the expense of decreased acquisition speed and
sensitivity. Here we present a method that allows accurate quantification
of TMT-labeled peptides at the MS2 level without additional ion purification.
Quantification is based on the fragment ion cluster that carries most
of the TMT mass balance. In contrast to the use of low <i>m</i>/<i>z</i> reporter ions, the localization of these complement
TMT (TMT<sup>C</sup>) ions in the spectrum is precursor-specific;
coeluting peptides do not generally affect the measurement of the
TMT<sup>C</sup> ion cluster of interest. Unlike the PTR or MS3 strategies,
this method can be implemented on a wide range of high-resolution
mass spectrometers like the quadrupole Orbitrap instruments (QExactive).
A current limitation of the method is that the efficiency of TMT<sup>C</sup> ion formation is affected by both peptide sequence and peptide
ion charge state; we discuss potential routes to overcome this problem.
Finally, we show that the complement reporter ion approach allows
parallelization of multiplexed quantification and therefore holds
the potential to multiply the number of distinct peptides that can
be quantified in a given time frame
Additional file 9: Figure S4. of Tribbles ortholog NIPI-3 and bZIP transcription factor CEBP-1 regulate a Caenorhabditis elegans intestinal immune surveillance pathway
Comparing RNA and protein changes in animals exposed to ToxA or control bacteria. Changes of protein and RNA abundances in wild type N2 animals following a 24 hour exposure to E. coli expressing ToxA as compared to animals fed a control BL21 E. coli (top) or in nipi-3(fr4) animals fed control bacteria as compared to similarly treated wild type animals (bottom). Only values with significant protein and/or RNA changes are included. Results shown are an average of two (protein) or three (RNA) biological replicates. Primary data are provided in Additional file 8: Table S5. (PDF 423 kb
Generation of Multiple Reporter Ions from a Single Isobaric Reagent Increases Multiplexing Capacity for Quantitative Proteomics
Isobaric labeling strategies for
mass spectrometry-based proteomics
enable multiplexed simultaneous quantification of samples and therefore
substantially increase the sample throughput in proteomics. However,
despite these benefits, current limits to multiplexing capacity are
prohibitive for large sample sizes and impose limitations on experimental
design. Here, we introduce a novel mechanism for increasing the multiplexing
density of isobaric reagents. We present Combinatorial Isobaric Mass
Tags (CMTs), an isobaric labeling architecture with the unique ability
to generate multiple series of reporter ions simultaneously. We demonstrate
that utilization of multiple reporter ion series improves multiplexing
capacity of CMT with respect to a commercially available isobaric
labeling reagent with preserved quantitative accuracy and depth of
coverage in complex mixtures. We provide a blueprint for the realization
of 16-plex reagents with 1 Da spacing between reporter ions and up
to 28-plex at 6 mDa spacing using only 5 heavy isotopes per reagent.
We anticipate that this improvement in multiplexing capacity will
further advance the application of quantitative proteomics, particularly
in high-throughput screening assays
Multiplexed <i>in Vivo</i> His-Tagging of Enzyme Pathways for <i>in Vitro</i> Single-Pot Multienzyme Catalysis
Protein pathways are dynamic and highly coordinated spatially
and
temporally, capable of performing a diverse range of complex chemistries
and enzymatic reactions with precision and at high efficiency. Biotechnology
aims to harvest these natural systems to construct more advanced <i>in vitro</i> reactions, capable of new chemistries and operating
at high yield. Here, we present an efficient Multiplex Automated Genome
Engineering (MAGE) strategy to simultaneously modify and co-purify
large protein complexes and pathways from the model organism <i>Escherichia coli</i> to reconstitute functional synthetic proteomes <i>in vitro</i>. By application of over 110 MAGE cycles, we successfully
inserted hexa-histidine sequences into 38 essential genes <i>in vivo</i> that encode for the entire translation machinery.
Streamlined co-purification and reconstitution of the translation
protein complex enabled protein synthesis <i>in vitro</i>. Our approach can be applied to a growing area of applications in <i>in vitro</i> one-pot multienzyme catalysis (MEC) to manipulate
or enhance <i>in vitro</i> pathways such as natural product
or carbohydrate biosynthesis
Increasing the Multiplexing Capacity of TMTs Using Reporter Ion Isotopologues with Isobaric Masses
Quantitative mass spectrometry methods offer near-comprehensive
proteome coverage; however, these methods still suffer with regards
to sample throughput. Multiplex quantitation via isobaric chemical
tags (e.g., TMT and iTRAQ) provides an avenue for mass spectrometry-based
proteome quantitation experiments to move away from simple binary
comparisons and toward greater parallelization. Herein, we demonstrate
a straightforward method for immediately expanding the throughput
of the TMT isobaric reagents from 6-plex to 8-plex. This method is
based upon our ability to resolve the isotopic shift that results
from substituting a <sup>15</sup>N for a <sup>13</sup>C. In an accommodation
to the preferred fragmentation pathways of ETD, the TMT-127 and -129
reagents were recently modified such that a <sup>13</sup>C was exchanged
for a <sup>15</sup>N. As a result of this substitution, the new TMT
reporter ions are 6.32 mDa lighter. Even though the mass difference
between these reporter ion isotopologues is incredibly small, modern
high-resolution and mass accuracy analyzers can resolve these ions.
On the basis of our ability to resolve and accurately measure the
relative intensity of these isobaric reporter ions, we demonstrate
that we are able to quantify across eight samples simultaneously by
combining the <sup>13</sup>C- and <sup>15</sup>N-containing reporter
ions. Considering the structure of the TMT reporter ion, we believe
this work serves as a blueprint for expanding the multiplexing capacity
of the TMT reagents to at least 10-plex and possibly up to 18-plex
Large-Scale Proteomic Characterization of Melanoma Expressed Proteins Reveals Nestin and Vimentin as Biomarkers That Can Potentially Distinguish Melanoma Subtypes
Melanoma
is an aggressive type of skin cancer, which accounts for
only 4% of skin cancer cases but causes around 75% of skin cancer
deaths. Currently, there is a limited set of protein biomarkers that
can distinguish melanoma subtypes and provide an accurate prognosis
of melanoma. Thus, we have selected and profiled the proteomes of
five different melanoma cell lines from different stages of progression
in comparison with a normal melanocytes using tandem mass spectrometry.
We also profiled the proteome of a solid metastatic melanoma tumor.
This resulted in the identification of 4758 unique proteins, among
which ∼200–300 differentially expressed proteins from
each set were found by quantitative proteomics. Correlating protein
expression with aggressiveness of each melanoma cell line and literature
mining resulted in the final selection of six proteins: vimentin,
nestin, fibronectin, annexin A1, dipeptidyl peptidase IV, and histone
H2A1B. Validation of nestin and vimentin using 40 melanoma samples
revealed pattern of protein expression can help predict melanoma aggressiveness
in different subgroups of melanoma. These results, together with the
combined list of 4758 expressed proteins, provide a valuable resource
for selecting melanoma biomarkers in the future for the clinical and
research community
Supplementary table 2.xlsx
<p><b>Lipidomic data </b> <b></b></p><p>Lipidomic maps were generated for mouse KGC pancreatic tumor organoid lines expressing doxycycline-inducible constitutively-active<b> </b>mutant GNAS (GNAS<sup>R201C</sup>). The organoids were analyzed in the presence of doxycycline; Dox(+) or absence of doxycycline; Dox(-). LC-MS experiments for non-polar metabolites were performed using a KCG organoid line in triplicate for the +Dox and -Dox conditions and denoted as Dox(+)-1; Dox(+)-2; Dox(+)-3; Dox(-)-1; Dox(-)-2; Dox(-)-3. LC-MS/MS-based lipidomic experiments and data analyses were performed as described in the reference<sup>1</sup>. The data were normalized to the total number of cells in the organoids from replicate wells. Metabolites were quantified by integrating the area under the curve. Lipidation (lipid species detected); Class (class of lipids. see lipid keys in the document)</p><p>Reference: 1) Smulan, L. J.<i>et al.</i>Cholesterol-Independent SREBP-1 Maturation Is Linked to ARF1 Inactivation. <i>Cell reports</i><b>16</b>, 9-18, doi:10.1016/j.celrep.2016.05.086 (2016).</p
Supplementary table 3
<p><b>Polar metabolite data</b></p><p>Polar metabolite profiling data were generated for a mouse KGC pancreatic tumor line expressing doxycycline-inducible constitutively-active<b> </b>mutant GNAS (GNAS<sup>R201C</sup>) growing in 2D culture in the presence of doxycycline; Dox(+) or absence of doxycycline; Dox(-). The cells were harvested as 5 biological replicates and flash-frozen. The polar metabolites were extracted with 40:40:20 acetonitrile/methanol/water and replicates are denoted as Dox(+)-1, Dox(+)-2, Dox(+)-3, Dox(+)-4, Dox(+)-5 and Dox(-)-1, Dox(-)-2, Dox(-)-3, Dox(-)-4, Dox(-)-5. Polar metabolites were analyzed by QQQ-LC/MS/MSas described in the reference<sup>1.</sup>The ion counts were normalized to the total cell number. Metabolites were quantified by integrating the area under the curve, and then normalized to internal standard values. <sup></sup></p><p> </p><p>1) Louie, S. M.<i>et al.</i>GSTP1 Is a Driver of Triple-Negative Breast Cancer Cell Metabolism and Pathogenicity. <i>Cell Chem Biol</i><b>23</b>, 567-578, doi:10.1016/j.chembiol.2016.03.017 (2016). </p