3 research outputs found
Evaluation of a gas sensor array and pattern recognition for the identification of bladder cancer from urine headspace.
Previous studies have indicated that volatile compounds specific to bladder
cancer may exist in urine headspace, raising the possibility that headspace
analysis could be used for diagnosis of this particular cancer. In this paper,
we evaluate the use of a commercially available gas sensor array coupled with a
specifically designed pattern recognition algorithm for this purpose. The best
diagnostic performance that we were able to obtain with independent test data
provided by healthy volunteers and bladder cancer patients was 70% overall
accuracy (70% sensitivity and 70% specificity). When the data of patients
suffering from other non-cancerous urological diseases were added to those of
the healthy controls, the classification accuracy fell to 65% with 60%
sensitivity and 67% specificity. While this is not sufficient for a diagnostic
test, it is significantly better than random chance, leading us to conclude that
there is useful information in the urine headspace but that a more informative
analytical technique, such as mass spectrometry, is required if this is to be
exploited fully
Discovery of novel irreversible inhibitors of IL-2 inducible tyrosine kinase (Itk) by targeting cysteine 442 in the ATP pocket
IL-2 inducible tyrosine kinase (Itk) plays a key role in antigen receptor signalling in T cells and is considered an important target for anti-inflammatory drug discovery. In order to generate inhibitors with the necessary potency and selectivity, a compound that targeted Cysteine442 in the ATP binding pocket and with an envisaged irreversible mode of action was designed. We incorporated a high degree of molecular recognition and specific design features making the compound suitable for inhaled delivery. This study confirms the irreversible covalent binding of the inhibitor to the kinase by X-ray crystallography and enzymology, whilst demonstrating potency, selectivity, and prolonged duration of action in in vitro biological assays. The biosynthetic turnover of the kinase was also examined as a critical factor when designing irreversible inhibitors for extended duration of action. The exemplified Itk inhibitor demonstrated inhibition of both TH1 and TH2 cytokines, was additive with fluticasone propionate and inhibited cytokine release from human lung fragments. Finally, we describe an in vivo pharmacodynamic assay that allows rapid preclinical development without animal efficacy models