The combination of digital microfluidics and magnetic beads for removal of polymer surfactants enables sensitive LC-MS-based microproteomics analyses down to 100 mammalian cells.
Digital microfluidics
(DMF) is a technology suitable for bioanalytical
applications requiring miniaturized, automated, and multiplexed liquid
handling. Its use in LC-MS-based proteomics, however, has so far been
limited to qualitative proteome analyses. This is mainly due to the
need for detergents that enable facile, reproducible droplet movement,
which are compatible with organic solvents commonly used in targeted
chemical modifications of peptides. Aiming to implement isobaric peptide
labeling, a widely applied technique allowing multiplexed quantitative
proteome studies, on DMF devices, we tested different commercially
available detergents. We identified the maltoside-based detergent
3-dodecyloxypropyl-1-β-d-maltopyranoside (DDOPM) to
enable facile droplet movement and show micelle formation even in
the presence of organic solvent, which is necessary for isobaric tandem
mass tag (TMT) labeling. The detergent is fully compatible with reversed
phase LC-MS, not interfering with peptide identification. Tryptic
digestion in the presence of DDOPM was more efficient than without
detergent, resulting in more protein identifications. Using this detergent,
we report the first on-DMF chip isobaric labeling strategy, with TMT-labeling
efficiency comparable to conventional protocols. The newly developed
labeling protocol was evaluated in the multiplexed analyses of a protein
standard digest spiked into 25 cells. Finally, using only 75 cells
per biological replicate, we were able to identify 39 proteins being
differentially abundant after treatment of Jurkat T cells with the
anticancer drug doxorubicin. In summary, we demonstrate an important
step toward multiplexed quantitative proteomics on DMF, which, in
combination with larger chip arrays and optimized hardware, could
enable high throughput low cell number proteomics.
Miniaturization of
sample preparation, including omissible manual
sample handling steps, is key for reproducible nanoproteomics, as
material is often restricted to only hundreds of cells or single model
organisms. Here, we demonstrate a highly sensitive digital microfluidics
(DMF)-based sample preparation workflow making use of single-pot solid-phase
enhanced sample preparation (SP3) in combination with high-field asymmetric-waveform
ion mobility spectrometry (FAIMS), and fast and sensitive ion trap
detection on an Orbitrap tribrid MS system. Compared to a manual in-tube
SP3-supported sample preparation, the numbers of identified peptides
and proteins were markedly increased, while lower standard deviations
between replicates were observed. We repeatedly identified up to 5000
proteins from single nematodes. Moreover, label-free quantification
of protein changes in single Caenorhabditis elegans treated with a heat stimulus yielded 45 differentially abundant
proteins when compared to the untreated control, highlighting the
potential of this technology for low-input proteomics studies. LC-MS
data have been deposited to the ProteomeXchange Consortium with the
data set identifier PXD033143.
N-acyl homoserine lactones (AHL) are small signal molecules involved in the quorum sensing of many gram-negative bacteria, and play an important role in biofilm formation and pathogenesis. Present analytical methods for identification and quantification of AHL require time-consuming sample preparation steps and are hampered by the lack of appropriate standards. By aiming at a fast and straightforward method for AHL analytics, we investigated the applicability of matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS). Suitable MALDI matrices, including crystalline and ionic liquid matrices, were tested and the fragmentation of different AHL in collision-induced dissociation MS/MS was studied, providing information about characteristic marker fragments ions. Employing small-scale synthesis protocols, we established a versatile and cost-efficient procedure for fast generation of isotope-labeled AHL standards, which can be used without extensive purification and yielded accurate standard curves. Quantitative analysis was possible in the low pico-molar range, with lower limits of quantification reaching from 1 to 5 pmol for different AHL. The developed methodology was successfully applied in a quantitative MALDI MS analysis of low-volume culture supernatants of Pseudomonas aeruginosa. Graphical abstract ᅟ.
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