9090 Background: Interest has surged for KRAS mutated ( KRAS mut ) non-small-cell lung cancer (NSCLC) after approval of the covalent KRAS G12C inhibitors sotorasib and adagrasib. It remains unclear, how prognosis of these tumors is influenced by co-mutations and which cases could benefit most from novel drugs alongside immunotherapy (IO) or chemo-immunotherapy (CHT-IO). Methods: This retrospective study included all NSCLC patients with KRAS mut NSCLC treated in the Thoraxklinik Heidelberg from 01/2014 until 01/2021. For molecular profiling, PCR-based next-generation sequencing (NGS) was performed with a 40-gene panel, including TP53, KEAP1 and STK11. Date of progression was verified through reevaluation of radiologic images by the investigators according to RECIST v1.1. Stratification was performed according to the type of KRAS mutation (G12C vs. other), presence of TP53, STK11 and KEAP1 co-mutations ( vs. wild-type [WT] status), and the PD-L1 tumor proportion score (TPS < 1 aka PD-L1 neg , vs. TPS 1-49, vs. TPS 50+ aka PD-L1 high ). Results: Among 370 identified patients, no differences (all p-values > 0.08) were observed between KRAS G12C (n = 163) and KRAS non-G12C (n = 207) regarding clinicopathological features, like age (median 65 years), sex, smoking status, initial ECOG performance status, PD-L1 TPS, type of treatment in any line, number of treatment lines, and overall survival (OS, 19.4 months in median; details in the poster). In contrast, there was a strong association of PD-L1 TPS with OS (20.2 vs. 9.7 months for PD-L1 high vs. PD-L1 neg , p = 0.011) and progression-free survival (PFS, 5.7 vs. 1.9 months, p = 0.004) under IO. In addition, specifically within the PD-L1 neg subset, OS was longer for KRAS G12C compared to KRAS other patients (22.6 months vs. 12.1 months, p = 0.032). This was driven by the longer PFS under CHT-IO (9.7 vs. 4.5 months for KRAS G12C vs. KRAS other , p = 0.005), particularly in the absence of TP53 mutations (8.5 vs. 4.0 months with p = 0.004 for TP53 wt patients; p > 0.50 for TP53 mut ) and KEAP1 mutations (11.3 vs. 5.1 months with p = 0.01 for KEAP1 wt patients; p > 0.70 for KEAP1 mut ). Also, across all patients, KEAP1 mut cases showed a trend for shorter PFS under CHT-IO (2.7 vs. 8.0 months, p = 0.07) and IO (1.9 vs. 3.9 months, p = 0.081), as well as shorter OS (15.9 vs. 19.5 months, p = 0.068) compared to KEAP1 wt , in contrast to STK11 mut cases (p = 0.42-0.92 for the same comparisons). Overall, KRAS mut NSCLC after chemotherapy and immunotherapy showed poor prognosis under standard therapies with a median PFS of 3 months, and a median OS of 6.8 months. Conclusions: In PD-L1 neg NSCLC, KRAS G12C is associated with better outcome under CHT-IO and longer OS compared to KRAS other , especially in the absence of TP53 and KEAP1 co-mutations. KEAP1, but not STK11 mutations are associated with impaired benefit from (CHT-)IO in KRAS mut NSCLC. Treatment of KRAS mut NSCLC after chemo-immunotherapy represents an unmet medical need.
Gene knock outs (KOs) are efficiently engineered through CRISPR-Cas9-induced frameshift mutations. While the efficiency of DNA editing is readily verified by DNA sequencing, a systematic understanding of the efficiency of protein elimination has been lacking. Here we devised an experimental strategy combining RNA sequencing and triple-stage mass spectrometry to characterize 193 genetically verified deletions targeting 136 distinct genes generated by CRISPR-induced frameshifts in HAP1 cells. We observed residual protein expression for about one third of the quantified targets, at variable levels from low to original, and identified two causal mechanisms, translation reinitiation leading to N-terminally truncated target proteins or skipping of the edited exon leading to protein isoforms with internal sequence deletions. Detailed analysis of three truncated targets, BRD4, DNMT1 and NGLY1, revealed partial preservation of protein function. Our results imply that systematic characterization of residual protein expression or function in CRISPR-Cas9-generated KO lines is necessary for phenotype interpretation.
The 2-oxoglutarate-dependent dioxygenase target class comprises around 60 enzymes including several subfamilies with relevance to human disease, such as the prolyl hydroxylases and the Jumonji-type lysine demethylases. Current drug discovery approaches are largely based on small molecule inhibitors targeting the iron/2-oxoglutarate cofactor binding site. We have devised a chemoproteomics approach based on a combination of unselective active-site ligands tethered to beads, enabling affinity capturing of around 40 different dioxygenase enzymes from human cells. Mass-spectrometry-based quantification of bead-bound enzymes using a free-ligand competition-binding format enabled the comprehensive determination of affinities for the cosubstrate 2-oxoglutarate and for oncometabolites such as 2-hydroxyglutarate. We also profiled a set of representative drug-like inhibitor compounds. The results indicate that intracellular competition by endogenous cofactors and high active site similarity present substantial challenges for drug discovery for this target class.
method for profiling changes in membrane protein thermal stability upon ligand binding using mass spectrometry identifies cellular membrane protein targets of small molecules.
PAD4 has been strongly implicated in the pathogenesis of autoimmune, cardiovascular and oncological diseases through clinical genetics and gene disruption in mice. New selective PAD4 inhibitors binding a calcium-deficient form of the PAD4 enzyme have validated the critical enzymatic role of human and mouse PAD4 in both histone citrullination and neutrophil extracellular trap formation for, to our knowledge, the first time. The therapeutic potential of PAD4 inhibitors can now be explored.
The thermal stability of proteins can be used to assess ligand binding in living cells. We have generalized this concept by determining the thermal profiles of more than 7000 proteins in human cells by means of mass spectrometry. Monitoring the effects of small-molecule ligands on the profiles delineated more than 50 targets for the kinase inhibitor staurosporine. We identified the heme biosynthesis enzyme ferrochelatase as a target of kinase inhibitors and suggest that its inhibition causes the phototoxicity observed with vemurafenib and alectinib. Thermal shifts were also observed for downstream effectors of drug treatment. In live cells, dasatinib induced shifts in BCR-ABL pathway proteins, including CRK/CRKL. Thermal proteome profiling provides an unbiased measure of drug-target engagement and facilitates identification of markers for drug efficacy and toxicity.
Replying to B. Heinemann . 10.1038/nature13688 (2014) We welcome the accompanying Comment1 by Heinemann , in which the authors use an extensive panel of sensitive KDM assays to independently confirm our results2 that GSK-J1 is a potent KDM6 inhibitor. Additionally, Heinemann et al.1 demonstrate that GSK-J1 has some, albeit weaker, activity towards KDM5B and KDM5C, for which we only had preliminary data available at the time of our original publication. As our jumonji assay portfolio expands, we have continued to update the GSK-J1 activity profile on the SGC website ( http://www.thesgc.org/chemical-probes/GSKJ1 ); this includes KDM5 inhibition activity by GSK-J1 similar to that reported by Heinemann. In conclusion, GSK-J1 remains the most selective KDM inhibitor yet disclosed and thus a valuable chemical tool.
, (2014); 346 Science et al. Mikhail M. Savitski proteome Tracking cancer drugs in living cells by thermal profiling of the This copy is for your personal, non-commercial use only. clicking here. colleagues, clients, or customers by , you can order high-quality copies for your If you wish to distribute this article to others here. following the guidelines can be obtained by Permission to republish or repurpose articles or portions of articles ): November 25, 2014 www.sciencemag.org (this information is current as of The following resources related to this article are available online at http://www.sciencemag.org/content/346/6205/1255784.full.html version of this article at: including high-resolution figures, can be found in the online Updated information and services, http://www.sciencemag.org/content/suppl/2014/10/01/346.6205.1255784.DC1.html can be found at: Supporting Online Material http://www.sciencemag.org/content/346/6205/1255784.full.html#related found at: can be related to this article A list of selected additional articles on the Science Web sites http://www.sciencemag.org/content/346/6205/1255784.full.html#ref-list-1 , 9 of which can be accessed free: cites 41 articles This article http://www.sciencemag.org/cgi/collection/biochem Biochemistry subject collections: This article appears in the following
Chemical proteomics offers a unique approach for target identification of small molecule inhibitors directly from cell extracts, thus enabling characterization of target proteins under close to physiological conditions. Here, we describe a competition binding procedure that is based on affinity enrichment of potential target proteins on a probe matrix in the presence of increasing amounts of free test compound in solution. Reduced binding of target proteins to the probe matrix as a function of test compound concentration can be measured and thus, enables calculation of IC50 values. The method employs quantitative mass spectrometry using isobaric mass tags which enables determination of potency for a large number of target proteins in a single analysis.
A structure-guided small-molecule and chemoproteomics approach uncovers a catalytic site inhibitor selective for the jumonji subfamily of H3K27me3 demethylases; the inhibitor decreases lipopolysaccharide-induced proinflammatory cytokine production by human primary macrophages. Jumonji (JMJ) family histone demethylases have become recognized as key regulators of transcription, although the importance of their enzymatic activity - as opposed to their structural role - has been unclear. JMJD3 demethylases are specific for histone H3 trimethylated at Lys27 (H3K27me3) and are involved in the inflammatory response, as well as other physiological functions. Here, a structure-guided small-molecule and chemoproteomics approach is used to discover a catalytic-site inhibitor selective for the H3K27me3-specific JMJ subfamily. The inhibitor reduces lipopolysaccharide-induced pro-inflammatory cytokine production in human primary macrophages. This study demonstrates the importance of JMJ demethylase activity and suggests that small-molecule inhibitors of JMJ enzymes could have therapeutic applications. The jumonji (JMJ) family of histone demethylases are Fe2+- and α-ketoglutarate-dependent oxygenases that are essential components of regulatory transcriptional chromatin complexes1,2,3,4. These enzymes demethylate lysine residues in histones in a methylation-state and sequence-specific context5. Considerable effort has been devoted to gaining a mechanistic understanding of the roles of histone lysine demethylases in eukaryotic transcription, genome integrity and epigenetic inheritance2,4,6, as well as in development, physiology and disease3,7. However, because of the absence of any selective inhibitors, the relevance of the demethylase activity of JMJ enzymes in regulating cellular responses remains poorly understood. Here we present a structure-guided small-molecule and chemoproteomics approach to elucidating the functional role of the H3K27me3-specific demethylase subfamily (KDM6 subfamily members JMJD3 and UTX)8. The liganded structures of human and mouse JMJD3 provide novel insight into the specificity determinants for cofactor, substrate and inhibitor recognition by the KDM6 subfamily of demethylases. We exploited these structural features to generate the first small-molecule catalytic site inhibitor that is selective for the H3K27me3-specific JMJ subfamily. We demonstrate that this inhibitor binds in a novel manner and reduces lipopolysaccharide-induced proinflammatory cytokine production by human primary macrophages, a process that depends on both JMJD3 and UTX. Our results resolve the ambiguity associated with the catalytic function of H3K27-specific JMJs in regulating disease-relevant inflammatory responses and provide encouragement for designing small-molecule inhibitors to allow selective pharmacological intervention across the JMJ family.
The protozoan parasite Trypanosoma brucei is the causative agent of African sleeping sickness, and there is an urgent unmet need for improved treatments. Parasite protein kinases are attractive drug targets, provided that the host and parasite kinomes are sufficiently divergent to allow specific inhibition to be achieved. Current drug discovery efforts are hampered by the fact that comprehensive assay panels for parasite targets have not yet been developed. Here, we employ a kinase-focused chemoproteomics strategy that enables the simultaneous profiling of kinase inhibitor potencies against more than 50 endogenously expressed T. brucei kinases in parasite cell extracts. The data reveal that T. brucei kinases are sensitive to typical kinase inhibitors with nanomolar potency and demonstrate the potential for the development of species-specific inhibitors.
The development of selective histone deacetylase (HDAC) inhibitors with anti-cancer and anti-inflammatory properties remains challenging in large part owing to the difficulty of probing the interaction of small molecules with megadalton protein complexes. A combination of affinity capture and quantitative mass spectrometry revealed the selectivity with which 16 HDAC inhibitors target multiple HDAC complexes scaffolded by ELM-SANT domain subunits, including a novel mitotic deacetylase complex (MiDAC). Inhibitors clustered according to their target profiles with stronger binding of aminobenzamides to the HDAC NCoR complex than to the HDAC Sin3 complex. We identified several non-HDAC targets for hydroxamate inhibitors. HDAC inhibitors with distinct profiles have correspondingly different effects on downstream targets. We also identified the anti-inflammatory drug bufexamac as a class IIb (HDAC6, HDAC10) HDAC inhibitor. Our approach enables the discovery of novel targets and inhibitors and suggests that the selectivity of HDAC inhibitors should be evaluated in the context of HDAC complexes and not purified catalytic subunits.
Isobaric stable isotope tagging reagents such as tandem mass tags or isobaric tags for relative and absolute quantification enable multiplexed quantification of peptides via reporter ion signals in the low mass range of tandem mass spectra. Until recently, the poor recovery of low mass fragments observed in tandem mass spectra acquired on ion trap mass spectrometers precluded the use of these reagents on this widely available instrument platform. The Pulsed Q Dissociation (PQD) technique allows negotiating this limitation but suffers from poor fragmentation efficiency, which has raised doubts in the community as to its practical utility. Here we show that by carefully optimizing instrument parameters such as collision energy, activation Q, delay time, ion isolation width, number of microscans, and number of trapped ions, low m/z fragment ion intensities can be generated that enable accurate peptide quantification at the 100 amol level. Side by side comparison of PQD on an LTQ Orbitrap with CID on a five-year old Q-Tof Ultima using complex protein digests shows that whereas precision of quantification of 10-15% can be achieved by both approaches, PQD quantifies twice as many proteins. PQD on an LTQ Orbitrap also outperforms "higher energy collision induced dissociation" on the same instrument using the recently introduced octapole collision cell in terms of lower limit of quantification. Finally, we demonstrate the significant analytical potential of iTRAQ quantification using PQD on an LTQ Orbitrap by quantitatively measuring the kinase interaction profile of the small molecule drug imatinib in K-562 cells. This article gives practical guidance for the implementation of PQD, discusses its merits, and for the first time, compares its performance to higher energy collision-induced dissociation.
Tip-top electrode: A conductive cantilever tip that acts as an electrode permits proton conductivity measurements through a Nafion membrane with a resolution of ≈10 nm. The figure shows a spatially resolved electrochemical atomic force microscopy (EC-AFM) image of the proton conductivity of a Nafion 112 membrane, recorded at an applied voltage of −1.55 V and a relative humidity of 35 %.
We describe a chemical proteomics approach to profile the interaction of small molecules with hundreds of endogenously expressed protein kinases and purine-binding proteins. This subproteome is captured by immobilized nonselective kinase inhibitors (kinobeads), and the bound proteins are quantified in parallel by mass spectrometry using isobaric tags for relative and absolute quantification (iTRAQ). By measuring the competition with the affinity matrix, we assess the binding of drugs to their targets in cell lysates and in cells. By mapping drug-induced changes in the phosphorylation state of the captured proteome, we also analyze signaling pathways downstream of target kinases. Quantitative profiling of the drugs imatinib (Gleevec), dasatinib (Sprycel) and bosutinib in K562 cells confirms known targets including ABL and SRC family kinases and identifies the receptor tyrosine kinase DDR1 and the oxidoreductase NQO2 as novel targets of imatinib. The data suggest that our approach is a valuable tool for drug discovery.
One of the earliest organizational decisions in the development of the vertebrate brain is the division of the neural plate into Otx2-positive anterior and Gbx2-positive posterior territories. At the junction of these two expression domains, a local signaling center is formed, known as the midbrain-hindbrain boundary (MHB). This tissue coordinates or "organizes" the development of neighboring brain structures, such as the midbrain and cerebellum. Correct positioning of the MHB is thought to depend on mutual repression involving these two homeobox genes. Using a cell culture colocalization assay and coimmunoprecipitation experiments, we show that engrailed homology region 1 (eh1)-like motifs of both transcription factors physically interact with the WD40 domain of Groucho/Tle corepressor proteins. In addition, heat shock-induced expression of wild-type and mutant Otx2 and Gbx2 in medaka embryos demonstrates that Groucho is required for the repression of Otx2 by Gbx2. On the other hand, the repressive functions of Otx2 on Gbx2 do not appear to be dependent on corepressor interaction. Interestingly, the association of Groucho with Otx2 is also required for the repression of Fgf8 in the MHB. Therefore Groucho/Tle family members appear to regulate key aspects in the MHB development of the vertebrate brain.