Molecular alterations involving the PI3K/AKT/mTOR pathway (including mutation, copy number, protein, or RNA) were examined across 11,219 human cancers representing 32 major types. Within specific ...mutated genes, frequency, mutation hotspot residues, in silico predictions, and functional assays were all informative in distinguishing the subset of genetic variants more likely to have functional relevance. Multiple oncogenic pathways including PI3K/AKT/mTOR converged on similar sets of downstream transcriptional targets. In addition to mutation, structural variations and partial copy losses involving PTEN and STK11 showed evidence for having functional relevance. A substantial fraction of cancers showed high mTOR pathway activity without an associated canonical genetic or genomic alteration, including cancers harboring IDH1 or VHL mutations, suggesting multiple mechanisms for pathway activation.
•Multiplatform-based survey of PI3K/AKT/mTOR across over 10,000 human cancers•Distinct classes of somatic alteration associated with greater pathway activation•Functional interrogation of specific mutations in PIK3CA and PIK3R1•Support for inclusion of IDH1 and VHL mutations within the canonical pathway model
Zhang et al. survey the PI3K/AKT/mTOR pathway in >10,000 human cancers across 32 types. In addition to known molecular events, some rare PIK3CA and PIK3R1 mutations activate the pathway, partial copy loss of PTEN or STK11 is associated with poor patient survival, and IDH1 or VHL mutations can confer mTOR activity.
Cancers are composed of populations of cells with distinct molecular and phenotypic features, a phenomenon termed intratumor heterogeneity (ITH). ITH in lung cancers has not been well studied. We ...applied multiregion whole-exome sequencing (WES) on 11 localized lung adenocarcinomas. All tumors showed clear evidence of ITH. On average, 76% of all mutations and 20 out of 21 known cancer gene mutations were identified in all regions of individual tumors, which suggested that single-region sequencing may be adequate to identify the majority of known cancer gene mutations in localized lung adenocarcinomas. With a median follow-up of 21 months after surgery, three patients have relapsed, and all three patients had significantly larger fractions of subclonal mutations in their primary tumors than patients without relapse. These data indicate that a larger subclonal mutation fraction may be associated with increased likelihood of postsurgical relapse in patients with localized lung adenocarcinomas.
Glioblastoma (GBM) is an invasive brain cancer with tumor cells that disperse from the primary mass, escaping surgical resection and invariably giving rise to lethal recurrent lesions. Here we report ...that PTP-PEST, a cytoplasmic protein tyrosine phosphatase, controls GBM cell invasion by physically bridging the focal adhesion protein Crk-associated substrate (Cas) to valosin-containing protein (Vcp), an ATP-dependent protein segregase that selectively extracts ubiquitinated proteins from multiprotein complexes and targets them for degradation via the ubiquitin proteasome system. Both Cas and Vcp are substrates for PTP-PEST, with the phosphorylation status of tyrosine 805 (Y805) in Vcp impacting affinity for Cas in focal adhesions and controlling ubiquitination levels and protein stability. Perturbing PTP-PEST-mediated phosphorylation of Cas and Vcp led to alterations in GBM cell-invasive growth
and in preclinical mouse models. Collectively, these data reveal a novel regulatory mechanism involving PTP-PEST, Vcp, and Cas that dynamically balances phosphorylation-dependent ubiquitination of key focal proteins involved in GBM cell invasion.
PTP-PEST balances GBM cell growth and invasion by interacting with the ATP-dependent ubiquitin segregase Vcp/p97 and regulating phosphorylation and stability of the focal adhesion protein p130Cas.
http://cancerres.aacrjournals.org/content/canres/78/14/3809/F1.large.jpg
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Genomic rearrangements exert a heavy influence on the molecular landscape of cancer. New analytical approaches integrating somatic structural variants (SSVs) with altered gene features represent a ...framework by which we can assign global significance to a core set of genes, analogous to established methods that identify genes non-randomly targeted by somatic mutation or copy number alteration. While recent studies have defined broad patterns of association involving gene transcription and nearby SSV breakpoints, global alterations in DNA methylation in the context of SSVs remain largely unexplored.
By data integration of whole genome sequencing, RNA sequencing, and DNA methylation arrays from more than 1400 human cancers, we identify hundreds of genes and associated CpG islands (CGIs) for which the nearby presence of a somatic structural variant (SSV) breakpoint is recurrently associated with altered expression or DNA methylation, respectively, independently of copy number alterations. CGIs with SSV-associated increased methylation are predominantly promoter-associated, while CGIs with SSV-associated decreased methylation are enriched for gene body CGIs. Rearrangement of genomic regions normally having higher or lower methylation is often involved in SSV-associated CGI methylation alterations. Across cancers, the overall structural variation burden is associated with a global decrease in methylation, increased expression in methyltransferase genes and DNA damage response genes, and decreased immune cell infiltration.
Genomic rearrangement appears to have a major role in shaping the cancer DNA methylome, to be considered alongside commonly accepted mechanisms including histone modifications and disruption of DNA methyltransferases.
A systematic cataloging of genes affected by genomic rearrangement, using multiple patient cohorts and cancer types, can provide insight into cancer-relevant alterations outside of exomes. By ...integrative analysis of whole-genome sequencing (predominantly low pass) and gene expression data from 1,448 cancers involving 18 histopathological types in The Cancer Genome Atlas, we identified hundreds of genes for which the nearby presence (within 100 kb) of a somatic structural variant (SV) breakpoint is associated with altered expression. While genomic rearrangements are associated with widespread copy-number alteration (CNA) patterns, approximately 1,100 genes—including overexpressed cancer driver genes (e.g., TERT, ERBB2, CDK12, CDK4) and underexpressed tumor suppressors (e.g., TP53, RB1, PTEN, STK11)—show SV-associated deregulation independent of CNA. SVs associated with the disruption of topologically associated domains, enhancer hijacking, or fusion transcripts are implicated in gene upregulation. For cancer-relevant pathways, SVs considerably expand our understanding of how genes are affected beyond point mutation or CNA.
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•Whole-genome analysis of >1,400 cancer cases by high- or low-pass sequencing•Hundreds of genes with overexpression associated with somatic structural variants•Structural variant breakpoints within specific tumor suppressors disrupt expression•No single mechanism involved with structural variant-mediated gene deregulation
Zhang et al. analyzed over 1,400 cancers by high- or low-pass whole-genome sequencing, focusing on patterns of structural variation. They saw a widespread impact of somatic structural variants on gene expression patterns, independent of copy-number alterations, involving key oncogenes and tumor suppressor genes.
Gut microbiome community composition differs between cervical cancer (CC) patients and healthy controls, and increased gut diversity is associated with improved outcomes after treatment. We proposed ...that functions of specific microbial species adjoining the mucus layer may directly impact the biology of CC.
Metagenomes of rectal swabs in 41 CC patients were examined by whole-genome shotgun sequencing to link taxonomic structures, molecular functions, and metabolic pathway to patient's clinical characteristics.
Significant association of molecular functions encoded by the metagenomes was found with initial tumor size and stage. Profiling of the molecular function abundances and their distributions identified 2 microbial communities co-existing in each metagenome but having distinct metabolism and taxonomic structures. Community A (Clostridia and Proteobacteria predominant) was characterized by high activity of pathways involved in stress response, mucus glycan degradation and utilization of degradation byproducts. This community was prevalent in patients with larger, advanced stage tumors. Conversely, community B (Bacteroidia predominant) was characterized by fast growth, active oxidative phosphorylation, and production of vitamins. This community was prevalent in patients with smaller, early-stage tumors.
In this study, enrichment of mucus degrading microbial communities in rectal metagenomes of CC patients was associated with larger, more advanced stage tumors.
Celotno besedilo
Dostopno za:
DOBA, IZUM, KILJ, NUK, PILJ, PNG, SAZU, SIK, UILJ, UKNU, UL, UM, UPUK
Abstract
Chemotherapy/ targeted therapy are both known to trigger evolution of treatment resistant clones that can lead to relapse. Allogeneic stem cell transplant (alloSCT) for refractory Chronic ...Lymphocytic Leukemia (CLL) patients is associated with better outcomes. We hypothesized that allogeneic T-cell immunotherapies, including alloSCT and donor lymphocyte infusion (DLI) would impact tumor evolution through the application of selective immunologic pressure with reciprocal changes in the T-cell compartment. Here, we tested a cohort of 24 heavily pre-treated CLL patients treated. Treatments consisted of alloSCT alone, or with follow-up DLI, which are two established mediators of effective Graft versus Leukemia (GVL). Our cohort included 11 patients who relapsed (denoted as non-responder, NR) after alloSCT and 13 patients who had complete response (CR) after alloSCT, with 11/13 patients showing durable CR with a median post-transplant overall survival (OS) of 9.8 years. We mapped the evolutionary trajectories of tumor cells by whole exome sequencing (WES) of sort purified CLL in post-transplant relapsed patients. To investigate changes in immune repertoire and gene expression post-transplant, CD3 positive T-cells from peripheral blood and bone marrows of CLL patients at complete donor chimerism were analyzed both at bulk and at the single cell level. We found evidence of subclonal leukemic evolution in the majority of our CLL patient cohort after nonmyeloablative HLA-matched alloSCT. Different patterns of CLL evolution were observed, and these changes included putative CLL drivers in every case. In all of the 11 patients with longitudinal post-alloSCT samples available, we observed branched CLL evolution in 4 patients, linear evolution in 4 patients, and no evolution in 3 patients. These data suggest that differential sensitivity of leukemic subclones to allogeneic T cell killing may underlie the branched and linear evolution that we observed, and therefore can shape leukemic subclonal architecture after transplant. Of note, we found that clonal CLL was more responsive to alloSCT in comparison to CLL with subclonal disease architecture.To identify T-cells with GVL potential, we first cataloged potential neoantigens by screening mutated regions in CLL with in silico HLA binding prediction models. Neoantigen specific T-cells were then sorted from longitudinal peripheral blood samples using tetramers, followed by identification of GVL specific TCR in both bulk and single cell setting. We were able to identify T-cells that coevolved with specific tumorigenic lesions in a subset of CLL patients. Taken together, our results suggest that donor-derived antigen-specific T-cells mediate clonal selection of CLL with concurrent changes in allogeneic T-cells, and that these changes can be monitored in longitudinal patient samples.
Citation Format: Celine Kerros, John P. Miller, Xizeng Mao, Haven R. Garber, Hannah C. Beird, Jianhua Zhang, Jason Roszik, Paul Leonard, Li Zhao, Sahil Seth, Pei Lin, Huandong Sun, William G. Wierda, Issa F. Khouri, Karen Clise-Dwyer, Andrew Futreal, Shoudan Liang, Koppikar Priya, Jeffrey Molldrem. Deep profiling of T-cell repertoire and tumor heterogeneity in chronic lymphocytic leukemia patients following allogeneic T-cell therapy abstract. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 1516.
From December 2012 to February 2013, two outbreaks of acute respiratory disease caused by HAdV-7 were reported in China. We investigated possible transmission links between these two seemingly ...unrelated outbreaks by integration of epidemiological and whole-genome sequencing (WGS) data. WGS analyses showed that the HAdV-7 isolates from the two outbreaks were genetically indistinguishable; however, a 12 bp deletion in the virus-associated RNA gene distinguished the outbreak isolates from other HAdV-7 isolates. Outbreak HAdV-7 isolates demonstrated increased viral replication compared to non-outbreak associated HAdV-7 isolate. Epidemiological data supported that the first outbreak was caused by introduction of the novel HAdV-7 virus by an infected recruit upon arrival at the training base. Nosocomial transmission by close contacts was the most likely source leading to onset of the second HAdV-7 outbreak, establishing the apparent transmission link between the outbreaks. Our findings imply that in-hospital contact investigations should be encouraged to reduce or interrupt further spread of infectious agents when treating outbreak cases, and WGS can provide useful information guiding infection-control interventions.
Abstract
Next-generation sequencing (NGS) has revealed that the malignant subclones comprising a patient's cancer can possess tremendous genetic heterogeneity at different sites of disease and over ...time. In leukemia, chemotherapy can hasten subclonal evolution allowing for rare leukemic subclones with aggressive driver mutations to gain a competitive advantage and to predominate at relapse, often portending an inferior treatment response. The impact of immunotherapy on subclonal evolution is less well studied. To determine the effects of allogeneic stem cell transplant (alloSCT) and donor lymphocyte infusion (DLI) on subclonal evolution, we performed whole exome sequencing (WES) on longitudinal peripheral blood and bone marrow from 4 patients with CLL. Specifically, timepoints analyzed included pre-transplant, post-transplant relapse, and post-DLI relapse over a period of up to 8.5 years. B-CLL cells (CD19+CD5+) and normal T cells (CD3+) were sort-purified by fluorescence-activated cell sorting prior to genomic DNA extraction. Libraries for WES were constructed and sequenced to an average depth of 300x on an Illumina HiSeq 2000 using 76 bp paired-end reads. Somatic single nucleotide variants (sSNVs) and indels were called using MuTect and Pindel, respectively, and copy number changes were assessed using an in-house algorithm. In general, these patients had more nonsynonymous mutations per pre-alloSCT sample than reported in other CLL NGS studies (average 30.3; range 8-45), likely related to the significant amount of pre-transplant therapies. Heterogeneous patterns of linear and branched subclonal evolution were seen after alloSCT and DLI in both responders and non-responders. Mutations in several candidate CLL driver genes were seen in this cohort, including SF3B1, SAMHD1, BCOR, EGR2, TP53, and DDX3X. Interestingly, sSNVs in multiple recurrently mutated CLL or cancer census genes (e.g. MAP2K1) rose to levels of detection only after alloSCT or DLI, suggesting they may play a role in immune evasion. In addition, several subclonal genetic variants, including missense mutations in FAM126B and LTBP3, were no longer detected after alloSCT or DLI and may thus represent potential neoantigens. In one treatment-refractory patient, a somatic nonsynonymous clonal CHEK2 mutation was found in 8 longitudinal samples and may represent a novel unique driver mutation. Finally, in one patient who experienced a durable complete remission after DLI, concurrent CLL WES and T-cell receptor beta chain CDR3 NGS was performed, which demonstrated a rapidly evolving T-cell repertoire at the time of complete remission after DLI. For CLL, alloSCT and DLI offer a potentially curative treatment strategy and a better understanding of the genes that confer susceptibility or resistance to these immunotherapies may help unlock the mechanisms that underlie these durable responses.
Citation Format: Haven R. Garber, Hannah Beird, Yu Cao, Jianhua Zhang, Rachel Sargent, Pei Lin, Sahil Seth, Xingzhi Song, Huandong Sun, Xizeng Mao, Lisa St John, Karen Clise-Dwyer, Gheath Alatrash, P. Andrew Futreal, Jeffrey J. Molldrem. Long-term subclonal evolution of CLL from immune selective pressure after allogeneic stem cell transplant and donor lymphocyte infusion. abstract. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr LB-222. doi:10.1158/1538-7445.AM2015-LB-222
A Molecular visualization interactive environment (
molvie), is designed to display three-dimensional (3D) structures of molecules and support the structural analysis and research on proteins. The ...paper presents the features, design considerations and applications of
molvie, especially the new functions used to compare the structures of two molecules and view the partial fragment of a molecule. Being developed in
java,
molvie is platform-independent. Moreover, it may run on a webpage as an applet for remote users.
molvie is available at
http://www.cs.ucsb.edu/∼mli/Bioinf/software/index.html.
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