Pathway Mutations Research Articles

Gα13 restricts nutrient driven proliferation in mucosal germinal centers

Germinal centers (GCs) that form in mucosal sites are exposed to gut-derived factors that have the potential to influence homeostasis independent of antigen receptor-driven selective processes. The G-protein Gα13 confines B cells to the GC and limits the development of GC-derived lymphoma. We discovered that Gα13-deficiency fuels the GC reaction via increased mTORC1 signaling and Myc protein expression specifically in the mesenteric lymph node (mLN). The competitive advantage of Gα13-deficient GC B cells (GCBs) in mLN was not dependent on T cell help or gut microbiota. Instead, Gα13-deficient GCBs were selectively dependent on dietary nutrients likely due to greater access to gut lymphatics. Specifically, we found that diet-derived glutamine supported proliferation and Myc expression in Gα13-deficient GCBs in the mLN. Thus, GC confinement limits the effects of dietary glutamine on GC dynamics in mucosal tissues. Gα13 pathway mutations coopt these processes to promote the gut tropism of aggressive lymphoma.

Uncovering the Molecular Pathways Implicated in the Anti-Cancer Activity of the Imidazoquinoxaline Derivative EAPB02303 Using a Caenorhabditis elegans Model.

Imiqualines are analogues of the immunomodulatory drug imiquimod. EAPB02303, the lead of the second-generation imiqualines, is characterized by significant anti-tumor effects with IC50s in the nanomolar range. We used Caenorhabditis elegans transgenic and mutant strains of two key signaling pathways (PI3K-Akt and Ras-MAPK) disrupted in human cancers to investigate the mode of action of EAPB02303. The ability of this imiqualine to inhibit the insulin/IGF1 signaling (IIS) pathway via the PI3K-Akt kinase cascade was explored through assessing the lifespan of wild-type worms. Micromolar doses of EAPB02303 significantly enhanced longevity of N2 strain and led to the nuclear translocation and subsequent activation of transcription factor DAF-16, the only forkhead box transcription factor class O (Fox O) homolog in C. elegans. Moreover, EAPB02303 significantly reduced the multivulva phenotype in let-60/Ras mutant strains MT2124 and MT4698, indicative of its mode of action through the Ras pathway. In summary, we showed that EAPB02303 potently reduced the activity of IIS and Ras-MAPK signaling in C. elegans. Our results revealed the mechanism of action of EAPB02303 against human cancers associated with hyperactivated IIS pathway and oncogenic Ras mutations.

Outcomes of Patients With Newly Diagnosed AML and Hyperleukocytosis.

AML presenting with hyperleukocytosis is associated with poor outcomes. We aim to understand the factors associated with early mortality and overall survival (OS) to help guide management and improve early mortality. We retrospectively reviewed data from 129 consecutive patients with newly diagnosed AML and a WBC count ≥100 × 109/L between January 2010 and April 2020. Logistic regression models estimated odds ratios for 4-week mortality. Cox proportional hazard models estimated hazard ratios for OS. The median age was 65 years (range, 23-86); the median WBC was 146 × 109/L (range, 100-687). Seventy-five (58%) patients had clinical leukostasis (CL). FLT3, NPM1, and RAS pathway mutations were detected in 63%, 45%, and 27% of patients, respectively. Cytoreduction consisted of hydroxyurea in 124 (96%) patients, cytarabine in 69 (54%), and leukapheresis in 31 (24%). The cumulative 4-week and 8-week mortality rates were 9% and 13%, respectively, all in patients age 65 years and older. By multivariate analysis, older age, CL, and thrombocytopenia <40 × 109/L were independently associated with a higher 4-week mortality rate. After a median follow-up of 49.4 months, the median OS was 14.3 months (95% CI, 7 to 21.6), with 4-year OS of 29%. Age 65 years and older, CL, tumor lysis syndrome, elevated LDH ≥2,000 U/L, elevated lactate ≥2.2 mmol/L, and poor-risk cytogenetics were independent factors associated with worse OS. Hyperleukocytosis is a life-threatening hematologic emergency. Early recognition and intervention including cytoreduction, blood product support, antibiotics, and renal replacement therapy may help mitigate the risk of morbidity and early mortality.

A Probabilistic Approach to Estimate the Temporal Order of Pathway Mutations Accounting for Intra-Tumor Heterogeneity.

The development of cancer involves the accumulation of somatic mutations in several essential biological pathways. Delineating the temporal order of pathway mutations during tumorigenesis is crucial for comprehending the biological mechanisms underlying cancer development and identifying potential targets for therapeutic intervention. Several computational and statistical methods have been introduced for estimating the order of somatic mutations based on mutation profile data from a cohort of patients. However, one major issue of current methods is that they do not take into account intra-tumor heterogeneity (ITH), which limits their ability to accurately discern the order of pathway mutations. To address this problem, we propose PATOPAI, a probabilistic approach to estimate the temporal order of mutations at the pathway level by incorporating ITH information as well as pathway and functional annotation information of mutations. PATOPAI uses a maximum likelihood approach to estimate the probability of pathway mutational events occurring in a specific sequence, wherein it focuses on the orders that are consistent with the phylogenetic structure of the tumors. Applications to whole exome sequencing data from The Cancer Genome Atlas (TCGA) illustrate our method's ability to recover the temporal order of pathway mutations in several cancer types.

CRISPR-Cas9 Knockout Screens Identify DNA Damage Response Pathways and BTK as Essential for Cisplatin Response in Diffuse Large B-Cell Lymphoma.

The recurrence of diffuse large B-cell lymphoma (DLBCL) has been observed in 40% of cases. The standard of care for refractory/relapsed DLBCL (RR-DLBCL) is platinum-based treatment prior to autologous stem cell transplantation; however, the prognosis for RR-DLBCL patients remains poor. Thus, to identify genes affecting the cisplatin response in DLBCL, cisplatin-based whole-genome CRISPR-Cas9 knockout screens were performed in this study. We discovered DNA damage response (DDR) pathways as enriched among identified sensitizing CRISPR-mediated gene knockouts. In line, the knockout of the nucleotide excision repair genes XPA and ERCC6 sensitized DLBCL cells to platinum drugs irrespective of proliferation rate, thus documenting DDR as essential for cisplatin sensitivity in DLBCL. Functional analysis revealed that the loss of XPA and ERCC6 increased DNA damage levels and altered cell cycle distribution. Interestingly, we also identified BTK, which is involved in B-cell receptor signaling, to affect cisplatin response. The knockout of BTK increased cisplatin sensitivity in DLBCL cells, and combinatory drug screens revealed a synergistic effect of the BTK inhibitor, ibrutinib, with platinum drugs at low concentrations. Applying local and external DLBCL cohorts, we addressed the clinical relevance of the genes identified in the CRISPR screens. BTK was among the most frequently mutated genes with a frequency of 3-5%, and XPA and ERCC6 were also mutated, albeit at lower frequencies. Furthermore, 27-54% of diagnostic DLBCL samples had mutations in pathways that can sensitize cells to cisplatin. In conclusion, this study shows that XPA and ERCC6, in addition to BTK, are essential for the response to platinum-based drugs in DLBCL.

Plasma circulating tumour DNA is a better source for diagnosis and mutational analysis of IVLBCL than tissue DNA.

Diagnosis of intravascular large B-cell lymphoma (IVLBCL) is a challenge due to its heterogeneous clinical presentation and lack of specific markers. This retrospective study investigated the utility of circulating tumour DNA (ctDNA) sequencing for diagnosing IVLBCL and analysing its mutation landscape. A cohort of 34 IVLBCL patients enrolled and underwent plasma ctDNA targeted sequencing. The median plasma ctDNA concentration was 135.0 ng/mL, significantly higher than that in diffuse large B-cell lymphoma (DLBCL) controls. Correlations were found between ctDNA concentration and disease severity indicators, LDH and SF. Mutation analysis revealed frequent mutations in B-cell receptor and NF-κB signalling pathways, including MYD88 (56%), CD79B (44%), TNFAIP3 (38%) and IRF4 (29%). CNS involvement was significantly related with BCL6 and CD58 mutation. Patients with complicated hemophagocytic lymphohistiocytosis had significantly higher mutation rates in B2M. Comparison with DLBCL subtypes showed distinctive mutation profiles in IVLBCL. Moreover, plasma ctDNA detected more mutations with higher variant allele fraction than tissue DNA, suggesting its superiority in sensitivity and accessibility. Dynamic monitoring of ctDNA during treatment correlated with therapeutic responses. This study revealed the role of ctDNA in IVLBCL diagnosis, mutation analysis, and treatment monitoring, offering a promising avenue for improving patient diagnosis in this rare lymphoma subtype.

Pure Apocrine Intraductal Carcinoma of Salivary Glands: Reassessment of Molecular Underpinnings and Behavior.

Intraductal carcinoma (IDC) of the salivary glands is a confounding entity, our understanding of which continues to evolve. At least four forms have been elucidated based on histomorphology, immunophenotype, and molecular profile: (1) intercalated duct-like, S100/SOX10+ with frequent NCOA4::RET fusions; (2) oncocytic, S100/SOX10+ with TRIM33::RET, NCOA4::RET, and BRAF V600E; (3) apocrine, AR+ with PI3 kinase pathway mutations; and (4) mixed/hybrid intercalated duct-like/apocrine, with S100/SOX10+ and AR+ areas and frequent TRIM27::RET. The revelation that myoepithelial cells harbor the same fusion as luminal cells suggested that fusion-positive cases are not in situ carcinomas as previously believed. To this point, purely apocrine IDC with entirely intraductal growth has not been found to harbor fusions, but very few cases have been tested. IDCs with pure apocrine morphology, entirely intraductal growth, and no precursor lesion (pleomorphic adenoma or sclerosing polycystic adenoma) were retrieved from the authors' archives. Several immunostains (S100, SOX10, GCDFP-15, AR, p40/SMA) and targeted next generation sequencing (NGS) panel including 1425 cancer-related genes were performed. Seven entirely IDC with pure apocrine type were collected. The cases arose in the parotid glands (mean, 1.9 cm) of 5 men and 2 women ranging from 51 to 84 years (mean, 69.7 years). Histologically, tumors consisted of rounded to angulated ductal cysts lined by epithelial cells with abundant finely granular eosinophilic cytoplasm and large nuclei with prominent nucleoli. Pleomorphism was mild to moderate, the mitotic rate was low, and necrosis was absent. Conventionally invasive foci or areas of intercalated duct-like morphology were not identified. In all cases, luminal cells were diffusely positive for AR and GCDFP-15 while negative for S100/SOX10, and the ducts were completely surrounded by myoepithelial cells highlighted by p40 and SMA. Molecular analysis was successful in 6 cases. Three harbored fusions: one with NCOA4::RET, another with STRN::ALK and one with both CDKN2A::CNTRL and TANC1::YY1AP1. The three fusion-negative cases all harbored HRAS mutations; additional mutations (PIK3CA, SPEN, ATM) were found in 2 of 3 cases. All patients were treated by surgery alone. Six of them are currently free of disease (follow up 12-190 months), but the case harboring NCOA4::RET developed lymph nodes metastasis in the form of a fusion-positive invasive salivary duct carcinoma. Purely apocrine IDC is a heterogeneous disease. A subset seems to be genetically similar to salivary duct carcinoma and may indeed represent carcinoma in situ. The other group harbors fusions, similar to other forms of IDC. Moreover, the occurrence of lymph node metastasis discredits the idea that any fusion-positive IDC with a complete myoepithelial cell layer has no metastatic potential. With the wide use of RET-and ALK-based targeted therapies, our findings further underscore the importance of fusion analysis for IDC.

Volumetric imaging of the tumor microvasculature reflects outcomes and genomic states of clear cell renal cell carcinoma.

Tumor structure is heterogeneous and complex, and it is difficult to obtain complete characteristics by two-dimensional analysis. The aim of this study was to visualize and characterize volumetric vascular information of clear cell renal cell carcinoma (ccRCC) tumors using whole tissue phenotyping and three-dimensional light-sheet microscopy. Here, we used the diagnosing immunolabeled paraffin-embedded cleared organs pipeline for tissue clearing, immunolabeling, and three-dimensional imaging. The spatial distributions of CD34, which targets blood vessels, and LYVE-1, which targets lymphatic vessels, were examined by calculating three-dimensional density, vessel length, vessel radius, and density curves, such as skewness, kurtosis, and variance of the expression. We then examined those associations with ccRCC outcomes and genetic alteration state. Formalin-fixed paraffin-embedded tumor samples from 46 ccRCC patients were included in the study. Receiver operating characteristic curve analyses revealed the associations between blood vessel and lymphatic vessel distributions and pathological factors such as a high nuclear grade, large tumor size, and the presence of venous invasion. Furthermore, three-dimensional imaging parameters stratified ccRCC patients regarding survival outcomes. An analysis of genomic alterations based on volumetric vascular information parameters revealed that PI3K-mTOR pathway mutations related to the blood vessel radius were significantly different. Collectively, we have shown that the spatial elucidation of volumetric vasculature information could be prognostic and may serve as a new biomarker for genomic alterations. High-end tissue clearing techniques and volumetric immunohistochemistry enable three-dimensional analysis of tumors, leading to a better understanding of the microvascular structure in the tumor space.

Histological evidence of MAPK pathway activation across subtypes of adult orbital xanthogranulomatous disease irrespective of the detection of oncogenic mutations

Adult orbital xanthogranulomatous disease (AOXGD) is a spectrum of histiocytoses with four subtypes. Mitogen-activated protein kinase (MAPK) pathway mutations have been detected in various histiocytic neoplasms, little is known about this in AOXGD. Targeted regions of cancer- and histiocytosis-related genes were analyzed and immunohistochemical staining of phosphorylated ERK (pERK), cyclin D1 and PU.1 was performed in 28 AOXGD and 10 control xanthelasma biopsies to assess MAPK pathway activation.Mutations were detected in 7/28 (25%) patients. Positive staining for pERK and/or cyclin D1 was found across all subtypes in 17/27 (63%) patients of whom 12/17 (71%) did not harbour a mutation. Xanthelasma tissue stained negative for pERK and cyclin D1. Relapse occurred in 5/7 (71%) patients with a MAPK pathway mutation compared to 8/21 (38%) patients in whom no mutation could be detected.Molecular analysis and evaluation for systemic disease is warranted to identify patients at risk of recurrent xanthomatous disease.

Rates of resistance to ceftazidime-avibactam and ceftolozane-tazobactam among patients treated for multidrug-resistant Pseudomonas aeruginosa bacteremia or pneumonia.

Among consecutive patients with multidrug-resistant Pseudomonas aeruginosa bacteremia or pneumonia we found those treated with ceftazidime-avibactam were more likely to develop resistance (defined as ≥4-fold increased MIC) than those treated with ceftolozane-tazobactam (40% vs. 10%; P=0.002). Ceftazidime-avibactam resistance was associated with new mutations in ampC and efflux regulatory pathways.

Mechanisms of Resistance to Targeted Therapies in AML

The treatment of acute myeloid leukemia (AML) has historically relied on cytotoxic chemotherapy, but modern understanding of AML biology has paved the way for new treatments that target the molecular pathways that drive AML, in particular FLT3, IDH1/IDH2, and BCL2. Many of these targeted therapies are effective, but responses are typically short-lived and resistance remains a ubiquitous clinical problem. Understanding the mechanisms of resistance to targeted therapy is essential to continue improving AML therapy. Recent studies have shed new light on the ways in which AML evades targeted inhibition, including on-target resistance mutations, mutations in parallel molecular pathways, and plasticity in cellular state. In this review, we outline the mechanisms of resistance to commonly used targeted therapies in AML and discuss ideas to overcome the urgent problem of resistance.

Analysis of lncRNA-miRNA-mRNA interactions identified a novel biomarker LINC00657 to improve prognosis prediction of papillary thyroid carcinoma

BackgroundPapillary thyroid cancer (PTC) is the most common type of thyroid cancer. Identification of novel biomarkers can potentially help explore the underlying molecular mechanisms of PTC. Long non-coding RNAs (lncRNAs) are involved in cancer development. However, understanding the role of lncRNA in PTC remains challenging. MethodsBased on the competitive endogenous RNA (ceRNA) theory, we constructed a comprehensive PTC-related lncRNA-miRNA-mRNA network using data from The Cancer Genome Atlas. To evaluate the prognostic power, we performed survival analysis for patients with PTC with low and high lncRNA expression levels, and examined the relationship between lncRNA and immune-related functions. ResultsWe identified a hub node, long intergenic non-coding RNA, LINC00657, as a novel prognostic biomarker in PTC. LINC00657 was differentially expressed between tumor and adjacent normal samples. Low LINC00657 expression levels was significantly associated with better survival outcome. Our functional analyses showed that LINC00657 was related with infiltration of CD8+ T cell and macrophage; immune check point molecules; and immune metagenes such as IgG, LCK, MHC_I/II and etc. These results suggest that LINC00657 is an immune-related biomarker with potential clinical applicability. Additionally, cancer-related signaling pathway and high frequency of gene BRAF mutation were found in PTC samples with high LINC00657 expression level, which were consistent with previous findings. ConclusionLINC00657 is an immune-related biomarker that can potentially improve prognosis prediction in PTC. Our study provided new treatment target of PTC in clinical practice and offered the novel insights in elucidating the functional role of lncRNAs.

Integrated Bioinformatic Analysis Reveals the Oncogenic, Survival, and Prognostic Characteristics of TPX2 in Hepatocellular Carcinoma.

Targeting protein for Xenopus kinesin-like protein 2 (TPX2), a well-known mitotic protein, has been linked to carcinogenesis in several cancers. This study investigated the role of TPX2 in hepatocellular carcinoma (HCC) from various aspects using bioinformatic analyses. TPX2 expression and its prognostic value in pan-cancers were analyzed using SangerBox. TPX2 expression and its association with prognosis, immune infiltration, tumor mutations, and signaling pathways in HCC were analyzed using UALCAN, BoxKaplan-Meier Plotter, GEPIA, Human Protein Atlas, TIMER 2.0, and SangerBox. Genes co-expressed with TPX2 in HCC were analyzed using the HCCDB database, followed by functional enrichment using SangerBox. Clinical predictive models were established based on TPX2 and its co-expressed genes using the ACLBI database. TPX2 expression significantly increased in pan-cancers and was associated with survival in nearly half of the cancer types. High TPX2 expression has been linked to poor survival outcomes in patients with HCC. TPX2 expression was positively correlated with abundant infiltration of immune cells (including B cells, CD4 + /CD8 + T cells, macrophages, neutrophils, and dendritic cells), TP53 mutation, and carcinogenesis-related pathways, such as the PI3K/AKT/mTOR pathway, cellular response to hypoxia, and tumor proliferation signature. Nineteen genes were found to be co-expressed with TPX2 in HCC, and these genes showed close positive correlations and were mainly implicated in cell cycle-related functions. A prognostic model established using TPX2 and its expressed genes could stratify HCC patients into high- and low-risk groups, with a significantly shorter survival time in high-risk groups. The prognostic model performed well in predicting 1-, 3-, and 5-year survival of patients with HCC, with areas under the curve of 0.801, 0.725, and 0.711, respectively. TPX2 functions as an oncogene in HCC, and its high expression is detrimental to the survival of patients with HCC. Thus, TPX2 may be a prognostic biomarker and potential therapeutic target for HCC.

Prevalence and prognosis of hypoxia-inducible factor-2α (HIF-2α) pathway gene mutations across advanced solid tumors.

Hypoxia-inducible factor-2α (HIF-2α) modulates the hypoxic response pathway in tumors; however, mutations in pathways (including SDHA, SDHB, SDHC, SDHD, FH, and VHL genes) that are suspected to activate HIF-2α are poorly understood, with limited understanding of the prevalence and clinical prognosis. This retrospective observational study used a de-identified nationwide (US-based) clinico-genomic database (CGDB) across 15 available tumor types. Among the 9467 adult patients with advanced/metastatic solid tumors included in the analysis, any mutation at the above-mentioned six genes was observed in 1.8% (95% CI: 1.5-2.1) of patients. The mutation prevalence ranged from 0.05% of SDHD to 0.93% of VHL. When further stratified by tumor type, the prevalence of gene mutation in each tumor type was well below 1%, except for VHL with 44% in renal cell carcinomas (RCC). Excluding RCC, the prevalence of any HIF-2α gene mutations in the study population was 0.9% (95% CI: 0.8-1.2). The median overall survival (OS) from 1 and 2 L therapy among patients with any HIF-2α gene mutation was 14.5 (95% CI: 11.5-24.2) and 9.3 (95% CI: 6.0-18.1) months, respectively, compared with 13.4 (95% CI: 12.9-13.9) and 9.8 (95% CI: 9.3-10.4) months among patients without HIF-2α gene mutations. The prevalence of HIF-2α related gene mutations was generally low (<1%) across the 15 solid tumor types, except for VHL in RCC. No significant association between HIF-2α gene mutation status and OS was identified among patients evaluated in this study.

A first-in-human, phase 1/2 trial of FOG-001, a β-catenin:TCF antagonist, in patients with locally advanced or metastatic solid tumors.

TPS3175 Background: The Wnt/β-catenin pathway is a frequently activated oncogenic pathway and a well-described driver of many cancers. FOG-001 is designed to be a first-in-class direct inhibitor of β-catenin that blocks β-catenin’s interaction with the T-cell factor (TCF) family of transcription factors. Preclinical studies have indicated FOG-001 can cause tumor growth inhibition and regression by disrupting β-catenin-dependent signaling. FOG-001 is unique from previously reported Wnt/β-catenin pathway modulators as it is designed to directly inhibit TCF transcription factor and β-catenin interaction, the most downstream node in the Wnt pathway. It is hypothesized FOG-001 will abrogate the hyperactivation of the Wnt pathway that is driven by most known pathway mutations. Methods: This first-in-human, Phase 1/2, multicenter, open-label, dose escalation (Parts 1a and 1b) and dose-expansion (Part 2) study is evaluating the safety/tolerability, pharmacokinetics (PK), pharmacodynamics (PD), and antitumor activity of FOG-001 in patients with advanced or metastatic solid tumors. Patients with the following tumor types are eligible: microsatellite stable (MSS) colorectal cancer (CRC) or any solid tumor with documented Wnt pathway activating mutation (WPAM) (Part 1a), MSS CRC only (Part 1b) and MSS CRC, gastric/gastroesophageal (GEJ) cancer, non-small cell lung cancer (NSCLC), and any solid tumors with documented WPAM in Part 2. Patients must have received ≥1 prior systemic anticancer therapy(ies) and be ineligible for curative surgery or curative chemoradiation. In Part 1, FOG-001 is administered at escalating doses via intravenous (IV) infusion on Days 1, 8, 15, and 22 of each 4-week cycle; additional dosing regimens may be explored. After selection of the preliminary recommended Phase 2 dose(s) (pRP2D) and regimen(s) in Part 1, the following cohorts will be enrolled to receive FOG-001 at the pRP2D in Part 2: (2a) MSS CRC; (2b) NSCLC with documented WPAM in adenomatous polyposis coli (APC) or β-catenin; (2c) gastric/GEJ cancer with documented WPAM in APC or β-catenin; and (2d) solid tumors with ≥1 documented WPAM in any predefined Wnt pathway genes. The primary endpoints are safety/tolerability (Parts 1 and 2), and also preliminary antitumor activity (objective response rate) (Part 2). Secondary endpoints are PK, PD, and additional antitumor activity assessments. Enrollment in Part 1 is ongoing. Clinical trial information: NCT05919264 .

Survey of actionable driver mutations KRAS and EGFR in non–small cell lung cancer to evaluate coexisting splicing gene and pathway mutations: A CBioportal database analysis.

8561 Background: Molecularly targeted therapies have advanced treatment for certain cancers, such as lung cancer with specific EGFR or KRAS mutations. However, oftentimes the tumor becomes eventually treatment resistant. This may be partly because cancers driven by EGFR/KRAS mutations may also harbor additional co-occurring genetic alterations. In non-small cell lung cancer (NSCLC), aberrations in RNA splicing pathways have shown substantial implications for tumor behavior and therapeutic responsiveness. Our study focuses on elucidating the interplay between RNA splicing defects and prominent NSCLC mutations. Methods: In this retrospective, cross-sectional study, we analyzed data from 20,719 NSCLC patients enrolled in participating institutions between 2017 and 2022. The data were sourced from the American Association for Cancer Research Genomics Evidence Neoplasia Information Exchange (version 13.0). EGFR L858R, EGFR E746_750del, KRAS G12C, KRAS G12D and other KRAS G12 mutations cases were identified and individually analyzed to abstract co-occurring RNA splicing genomic alterations. Results: Among 20,719 patients with NSCLC, we identified 1309 patients with EGFR L 858R mutation, 1121 patients with EGFR E746_750del mutation, 2446 with KRAS 12C, 852 with KRAS G12D, 1107 with KRAS G12V, 452 with KRAS G12A, 173 with KRAS G12F, and 109 with KRAS G12S. RBM 10 was the most common co-occurring RNA splicing gene for EGFR L 858R (178, 13.6%), followed by CDK12 (31, 2.3%) and SPEN (27, 2 %). Similarly, the most prevalent co-occurring RNA splicing genes with EGFR E746_750del were RBM 10 (38, 3.4%) and SPEN (23, 2 %). RBM 10 was the most prevalent co-existing RNA splicing gene for KRAS G12C (211, 8.6 %), KRAS G12D (63, 7.4 %), KRAS G12V (80, 7.2%), KRAS G12A (59, 13.1%), KRAS G12F (12, 7.0%), KRAS G12S (11, 10.1%) and KRAS G12R (6, 8%). Conclusions: Our study uncovers a crucial link between EGFR and KRAS mutations in NSCLC and RNA splicing gene dysregulation, particularly involving RBM10. Further research in this field is warranted as targeting RNA splicing, alone or alongside existing targeted inhibitors, could substantially enhance treatment efficacy for EGFR+ or KRAS+ NSCLC patients. [Table: see text]

Analysis of patch-based GCN risk score distribution corresponding to gene mutations in colorectal cancer using whole slide images.

e15650 Background: Colorectal cancer (CRC) is one of the most common malignancies, with the third highest incidence and the second highest mortality in the world. Risk scores are typically employed to predict outcomes such as disease risk, prognosis, or treatment response. Risk scores are usually calculated by combining biomarkers or genetic variants with statistical models, such as logistic regression or Cox proportional hazards models, and then observe the relationship between genetic variations and survival time through survival analysis. We have constructed a deep learning model based on Graph Convolutional Networks (GCNs), which is capable of predicting risk scores using Whole Slide Images (WSIs). Statistical analyses were applied to explore the distribution of risk scores associated with different variants in colorectal cancer. Methods: We performed risk scores prediction on a total of 384 samples from TCGA-COAD and TCGA-READ using our patch-based GCN model. We analyzed the distribution of risk scores in colorectal cancer samples and investigated the effects of gene mutations in key pathways on these risk scores. Results: Risk score predictions by our patch-based GCN model were conducted on 384 samples, revealing that the maximum, minimum, median, mean, and standard deviation of risk scores were -0.78, -1.89, -1.34, -1.34, and 0.20, respectively. The data overall conformed to a normal distribution ( p &lt; 0.05 ). We selected core genes in key pathways combined with top ten genes with the highest mutation frequency in colorectal cancer for statistical analysis to explore the correlation with the predicted risk scores. These gene mutations were found in a total of 346 patients. The results indicated that mutations in the TP53 and OBSCN genes led to significant differences in risk scores as predicted by our model ( p &lt; 0.05 ). The risk scores based on gene mutations also have significant differences and consistent trend in these genes. Conclusions: Our results indicate the risk scores generated by the patch-based GCN model have the consistent trend with the risk scores generated by mutation information of core genes in colorectal cancer. Whether risk scores based on digital pathology prediction can replace mutation detection in predicting patient survival status requires further exploration.

Comprehensive whole genome and transcriptome analysis of patients with advanced solid tumor treated with immune checkpoint inhibitor therapy in the pan-cancer cohorts from the Marathon of Hope Cancer Centres Network Study (MOHCCN).

2645 Background: Immune checkpoint inhibitors (ICI) improve survival in multiple advanced solid tumors but many patients do not benefit. We conducted a comprehensive whole genome transcriptome sequencing (WGTS) analysis to identify predictors of immune sensitivity. Methods: Clinical and molecular data from archival or pre-treatment FFPE tumor tissue were available for analysis from The Marathon of Hope Cancer Centres Network Study (MOHCCN). It includes patients (Pts) with advanced solid tumors and ECOG PS 0 or 1 treated with ICIs targeting PD-1, PD-L1, or CTLA-4 in the INSPIRE (NCT02644369) and OCTANE (NCT02906943) cohorts. Response (R) to ICI was defined as radiological and clinical response without PFS event at 6 months; versus non-response (NR) as radiological or clinical progression within 6 months. Responders without evidence of progression for &gt;12 months were categorized as durable responders (DR). Nucleic acids were sequenced using Illumina NovaSeq 6000 system targeting minimum coverage of 80X and 30X for tumour and normal WGS, respectively and 80M reads for tumour RNA-seq. WGTS data were integrated with clinical data to identify associations with response to ICIs. Also, an analysis of immune cell types was conducted using multiplexed IHC and RNA-Seq deconvolution (CIBERSORT). Results: 59 Pts were included in this analysis: 28 (R) and 31 (NR). The most common tumor types were head and neck (n = 19) and melanoma (n = 7). Median age was 62 years (range 24-81); male 58% and median follow-up was 58 months (range 11-280). The most frequent ICI was pembrolizumab 76%, with 90% of all pts receiving ICI monotherapy and 10% combination. 75% of pts received chemotherapy prior to ICI. Higher tumor mutation burden (TMB) was observed in R vs NR (median 13 vs 5 coding mut/Mb, p=0.001), with the highest TMB in patients with DR (median 14 mut/Mb ). Differential RNA gene expression analysis showed NR had increased expression of several oncogenic pathway signatures, including MYC targets, G2M checkpoint, and E2F targets. Differential abundance analysis of immune cell types did not yield any differences of immune cell populations amongst R versus NR after correction for multiple comparisons. Responders had significant enrichment in mutations in WNT/β-catenin pathway genes in both coding (APC, AMER1, LZTR1, TCF7L2) and promoter regions (CTNNB1). Notably, the 6 Pts with CTNNB1 promoter mutations had significantly increased CTNNB1 gene expression (p = 0.005). Conclusions: ICI responders showed enrichment in coding mutations of several negative regulators of the Wnt/β-catenin pathway and non-coding promoter mutations in CTNNB1 compared with non-responders. Further investigation is ongoing to biologically validate how these mutations in the Wnt/β-catenin pathway may lead to improved response to ICI.

Single-cell and bulk sequencing analysis to evaluate the oncogenic role of PDE3A in pan-cancer and validation in breast cancer.

e15128 Background: PDE3A is involved in critical physiological processes through the hydrolysis of cycle AMP (cAMP) and GMP (cGMP). Its role in the occurrence and progression of cancer has recently attracted attention, but carcinogenic mechanism in pan-cancer has not been fully elucidated. Methods: We explored the expression, prognostic and diagnostic value, mutation, methylation, immune infiltration, and signaling pathway enrichment analysis of PDE3A in pan-cancer by combining multiple bioinformatics databases and single-cell sequencing analysis. Furthermore, we verified the protein and mRNA expression levels of PDE3A and investigated its oncogenic role in the progression of breast cancer (BRCA). Results: PDE3A was expressed at lower levels than normal tissues in most cancers and showed a wonderful prognostic value. PDE3A was strongly correlated with immune cells, especially cancer-associated fibroblast (CAF), and was involved in various vital signaling pathways. Furthermore, PDE3A could facilitate BRCA progression by promoting cells invasion and migration, and it may be associated with the efficacy of endocrine therapy in ER+ BRCA. Conclusions: We provided new insights into the carcinogenic effect of PDE3A in pan-cancer. PDE3A may be a potential biomarker for cancer diagnosis and prognosis, and it is also a promising target for cancer immunotherapy.

Examination of genomic profile of true single circulating tumor cells (sCTC) from hepatocellular carcinoma and its effect on mutational features.

e15039 Background: Hepatocellular carcinoma (HCC) is the fifth leading cause of cancer-related deaths worldwide. Despite numerous NGS studies unveiling diverse mutational patterns through tissue biopsies, the absence of tissue for biopsy and distinct biomarkers complicates both diagnosis and treatment. The utilization of sCTC genomics holds promise in furnishing clinically relevant and actionable insights to tailor personalized diagnostics and therapy for HCC. We present a comparative analysis of sCTC and paired ctDNA obtained from primary HCC patients for better Tx possibilities. Methods: Genomic profile from 24 sCTCs/CTC clusters (19 sCTCs, 79%; 5 CTC clusters, 21 %) revealed distinct mutational patterns compared to paired ctDNA. Live sCTCs/CTC clusters were isolated from peripheral blood of treatment naïve 12 Hepatobiliary Cancer with advanced and metastatic disease patients using OncoRadar technology. Whole genomes from sCTCs/CTC clusters were amplified, target enriched with hybridization capture using a comprehensive 1080 gene panel-OncoIndx to obtain sequencing libraries, and sequenced on Illumina NextSeq2000 platform in paired end mode (depth 500x). The raw sequence alignment and variant calling was performed using iCare software. Paired ctDNA samples were sequenced the same way, except at the depth of 5500x. Results: Pathogenic (P)/likely pathogenic (LP) variants were detected from all sCTCs, while ctDNA was negative for 40% samples. sCTCs showed at least twice as many P variants compared to paired ctDNA. ATM (50%), PIK3CA (42%), ARID1A /1B (42%), TP53/RB1 (34%), and IDH1 (34%) were among the most frequently mutated genes, while 42% sCTCs showed amplified CCND1/2 variants. In comparison, paired ctDNA had no distinct mutational pattern. Genomic profile of sCTC showed concordance with paired ctDNA for at least one gene mutation when compared at patient level. At pathway level, all sCTCs were mutated for at least one HRR pathway component, while 60% sCTCs had at least one mutation in receptor tyrosine kinase (RTK) pathway (FGFR1, ERBB, ALK, ROS1). sCTC population showed a strong cooccurrence of HRR mutation and epigenetic regulatory pathway mutations (OR =4, CI=0.4-60). At individual mutation level, 30 % concordance was observed in sCTC population, suggesting high mutational heterogeneity. Besides actionable targets, 50% sCTC were enriched with resistance conferring variants such as STK11, NF1, STAT5B, and RB1. Conclusions: The genomic profile of sCTCs in primary HCC pts revealed a complex mutational landscape, offering complementarity to ctDNA for clinical insights. sCTCs exhibited more actionable targets and greater heterogeneity compared to paired ctDNA, making sCTC genomics valuable for pts ineligible for tissue biopsy or lacking clinically relevant information from ctDNA.