SUMMARY We performed integrated genomic, transcriptomic and proteomic profiling of 150 pancreatic ductal adenocarcinoma (PDAC) specimens, including samples with characteristic low neoplastic cellularity. Deep whole-exome sequencing revealed recurrent somatic mutations in KRAS, TP53, CDKN2A, SMAD4, RNF43, ARID1A, TGFβR2, GNAS, RREB1 and PBRM1. KRAS wild-type tumors harbored alterations in other oncogenic drivers, including GNAS, BRAF, CTNNB1 and additional RAS pathway genes. A subset of tumors harbored multiple KRAS mutations, with some showing evidence of biallelic mutations. Protein profiling identified a favorable prognosis subset with low epithelial-mesenchymal transition and high MTOR pathway scores. Associations of non-coding RNAs with tumor-specific mRNA subtypes were also identified. Our integrated multi-platform analysis reveals a complex molecular landscape of PDAC and provides a roadmap for precision medicine.
Graphical AbstractHighlights d Mutation-phosphorylation correlation suggests possible signaling interplays in EOGCs d mRNA-protein correlation suggests genes with high association with patient survival d Integrated analysis of mRNA and protein data identified four subtypes d Phosphorylation data provide cellular signaling pathways underlying the subtypes SUMMARYWe report proteogenomic analysis of diffuse gastric cancers (GCs) in young populations. Phosphoproteome data elucidated signaling pathways associated with somatic mutations based on mutation-phosphorylation correlations. Moreover, correlations between mRNA and protein abundances provided potential oncogenes and tumor suppressors associated with patient survival. Furthermore, integrated clustering of mRNA, protein, phosphorylation, and N-glycosylation data identified four subtypes of diffuse GCs. Distinguishing these subtypes was possible by proteomic data. Four subtypes were associated with proliferation, immune response, metabolism, and invasion, respectively; and associations of the subtypes with immune-and invasion-related pathways were identified mainly by phosphorylation and N-glycosylation data. Therefore, our proteogenomic analysis provides additional information beyond genomic analyses, which can improve understanding of cancer biology and patient stratification in diffuse GCs.
In an integrative genomic analysis, we found higher proportions of early-onset DGCs to contain somatic mutations in CDH1 or TGFBR1 compared with late-onset DGCs. However, a smaller proportion of early-onset DGCs contained somatic mutations in RHOA than late-onset DGCs. CDH1 alterations, but not RHOA mutations, were associated with shorter survival times of patients, which might account for the aggressive clinical course of early-onset gastric cancer. Female predominance in early-onset gastric cancer may be related to relatively high rates of somatic CDH1 and TGFBR1 mutations in this population.
Purpose Tumor-associated macrophages (TAMs) are activated macrophages associated with tumor progression in various cancers. TAMs can polarize M1 or M2 type. M1 has a pro-inflammatory function and kills pathogens. Conversely, M2 shows immunosuppressive action and promotes tumor growth. There are various markers of TAMs. CD11c is considered as a specific marker of M1. CD163 is an optimal marker for M2. CD68 is known as a pan-macrophage marker. We evaluated the relationship between the clinicopathological parameters and immunohistochemical expressions of CD11c, CD163, and CD68 in invasive breast cancer (IBC), and the prognostic value of macrophage localization within the tumor stroma (TS) and tumor nest (TN). Methods Immunohistochemistry of CD68, CD11c, and CD163 was analyzed on tissue microarrays of 367 IBCs. The number of CD68+, CD11c+, or CD163+ macrophages in TN vs. TS was counted by 2 pathologists. The correlations between the degree of macrophage (CD68+, CD11c+, or CD163+) infiltration and the clinicopathological parameters were analyzed. We also assessed the impact of macrophages (CD68+, CD11c+, or CD163+) on disease free survival (DFS) and overall survival (OS). Results High numbers of macrophages (CD68+, CD11c+, or CD163+) were associated with higher histologic grade, higher Ki-67 proliferating index, estrogen receptor negativity, and progesterone receptor negativity. High numbers of macrophages (CD11c+ or CD163+) in TS were associated with a larger tumor size. Furthermore, CD163+ macrophages in TN were an independent prognostic marker of reduced OS and DFS. Conversely, CD11c+ macrophages in TS were an independent prognostic marker for higher OS and DFS. Conclusion TAMs, including M2 type, are associated with tumor progression in IBC. They can also act as a significant unfavorable or favorable prognostic factor. In addition to simply analyzing the degree of TAM infiltration, it is also important to analyze the location of TAMs.
Objective To investigate the molecular basis of drug resistance in pancreatic cancer. Methods The expression of Nrf2 levels in pancreatic cancer tissues and cell lines was analyzed. Clinical relevance between Nrf2 activation and drug resistance was demonstrated by measuring cell viability after Nrf2 and ABCG2 regulation by over-expression or knockdown of these genes. Activity of ABCG2 was measured by Hoechst 33342 staining. Results Abnormally elevated Nrf2 protein levels were observed in pancreatic cancer tissues and cell lines relative to normal pancreatic tissues. Increasing Nrf2 protein levels either by over-expression of exogenous Nrf2 or by activating endogenous Nrf2 resulted in increased drug resistance. Conversely, a reduction in endogenous Nrf2 protein levels or inactivation of endogenous Nrf2 resulted in decreased drug resistance. These changes in drug resistance or sensitivity were also positively correlated to the expression levels of Nrf2 downstream genes. Similarly, the expression of ABCG2 was correlated with drug resistance. Conclusions Since the intrinsic drug resistance of pancreatic cancers is, in part, due to abnormally elevated Nrf2 protein levels, further research on regulating Nrf2 activity may result in the development of novel pancreatic cancer therapies.
IBC with NE differentiation is a distinct subtype of mammary carcinoma with an aggressive clinical outcome.
Endometrial clear cell carcinomas (ECCCs) are considered to be Type II endometrial carcinomas, like uterine serous adenocarcinoma (SCA), and therefore aggressive clinical management is indicated. However, according to the limited clinical, immunohistochemical, and molecular data available in the literature, ECCCs show overlapping features of SCA and endometrioid adenocarcinomas. Therefore, questions regarding their designation as the Type II carcinomas have been raised. We performed immunohistochemical staining for hepatocyte nuclear factor-1β and napsin A for the histologic confirmation of clear cell carcinoma (CCC), and analyzed immunohistochemical findings for estrogen receptor, progesterone receptor, HER2/neu, p53, p16, ARID1A, PTEN, DNA mismatch-repair proteins along with other prognostic factors. We performed DNA sequencing for the K-RAS, BRAF, PIK3CA, and PTEN genes for 16 pure CCCs. No patients with pure CCC experienced recurrent disease or died of the disease (0/16, 0%). ECCCs had SCA-like features with rare expression of estrogen receptor/progesterone receptor (18.8%/6.3%) and no K-RAS mutations, intermediate features regarding expressions of p53 (37.5%) and p16 (25%), and endometrioid adenocarcinoma-like features regarding losses of PTEN (81.3%), ARID1A (25%) and mismatch-repair protein (68.8%), expression of microsatellite instability-high (25%), HER2/neu (12.5%), and PIK3CA mutations (18.8%). Pure ECCC should not be regarded as Type II carcinoma, because it shares the immunohistochemical and molecular characteristics of Type I endometrioid adenocarcinoma and Type II SCA.
Microcystic stromal tumor of the ovary is a very rare ovarian tumor with distinctive microcystic histologic features and a characteristic immunophenotype of stromal tumor. However, its origin, tumor pathogenesis, and prognosis have not been well established until now. We report a very unusual case of a microcystic stromal tumor of the ovary with a mutation in exon 3 of the β-catenin (CTNNB1) gene. Macroscopically, the fragmented ovarian tumor showed a diffuse solid mass. Microscopically, the tumor had a pathognomonic histologic pattern of solid and cellular areas with microcysts and fibrous hyalinized stroma. Immunohistochemical staining with CD10, vimentin, CD99, and β-catenin showed positive expression. However, α-inhibin and E-cadherin showed negativity. Mutational analysis revealed a point mutation in exon 3 of the β-catenin (CTNNB1) gene.
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