Inflammation is an essential protective biological response involving a coordinated cascade of signals between cytokines and immune signaling molecules that facilitate return to tissue homeostasis after acute injury or infection. However, inflammation is not effectively resolved in chronic inflammatory diseases such as atherosclerosis and can lead to tissue damage and exacerbation of the underlying condition. Therapeutics that dampen inflammation and enhance resolution are currently of considerable interest, in particular those that temper inflammation with minimal host collateral damage. Here we present the development and efficacy investigations of
The microsolvated
state of a molecule, represented by its interactions
with only a small number of solvent molecules, can play a key role
in determining the observable bulk properties of the molecule. This
is especially true in cases where strong local hydrogen bonding exists
between the molecule and the solvent. One method that can probe the
microsolvated states of charged molecules is differential mobility
spectrometry (DMS), which rapidly interrogates an ion’s transitions
between a solvated and desolvated state in the gas phase (i.e., few
solvent molecules present). However, can the results of DMS analyses
of a class of molecules reveal information about the bulk physicochemical
properties of those species? Our findings presented here show that
DMS behaviors correlate strongly with the measured solution phase
pKa and pKb values, and cell permeabilities of a set of structurally related
drug molecules, even yielding high-resolution discrimination between
isomeric forms of these drugs. This is due to DMS’s ability to separate species based upon only subtle (yet
predictable) changes in structure: the same subtle changes that can
influence isomers’ different bulk properties. Using 2-methylquinolin-8-ol
as the core structure, we demonstrate how DMS shows promise for rapidly
and sensitively probing the physicochemical properties of molecules,
with particular attention paid to drug candidates at the early stage
of drug development. This study serves as a foundation upon which
future drug molecules of different structural classes could be examined.
We have used SWATH mass spectrometry to quantify 3648 proteins across 76 proteomes collected from genetically diverse BXD mouse strains in two fractions (mitochondria and total cell) from five tissues: liver, quadriceps, heart, brain, and brown adipose (BAT). Across tissues, expression covariation between genes' proteins and transcripts-measured in the same individuals-broadly aligned. Covariation was however far stronger in certain subsets than others: only 8% of transcripts in the lowest expression and variance quintile covaried with their protein, in contrast to 65% of transcripts in the highest quintiles. Key functional differences among the 3648 genes were also observed across tissues, with electron transport chain (ETC) genes particularly investigated. ETC complex proteins covary and form strong gene networks according to tissue, but their equivalent transcripts do not. Certain physiological consequences, such as the depletion of ATP synthase in BAT, are thus obscured in transcript data. Lastly, we compared the quantitative proteomic measurements between the total cell and mitochondrial fractions for the five tissues. The resulting enrichment score highlighted several hundred proteins which were strongly enriched in mitochondria, which included several dozen proteins were not reported in literature to be mitochondrially localized. Four of these candidates were selected for biochemical validation, where we found MTAP, SOAT2, and IMPDH2 to be localized inside the mitochondria, whereas ABCC6 was in the mitochondria-associated membrane. These findings demonstrate the synergies of a multi-omics approach to study complex metabolic processes, and this provides a resource for further discovery and analysis of proteoforms, modified proteins, and protein localization.
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