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1.
Sci Rep ; 14(1): 11005, 2024 05 14.
Article in English | MEDLINE | ID: mdl-38745021

ABSTRACT

The SUVmax is a measure of FDG uptake and is related with tumor aggressiveness in thyroid cancer, however, its association with molecular pathways is unclear. Here, we investigated the relationship between SUVmax and gene expression profiles in 80 papillary thyroid cancer (PTC) patients. We conducted an analysis of DEGs and enriched pathways in relation to SUVmax and tumor size. SUVmax showed a positive correlation with tumor size and correlated with glucose metabolic process. The genes that indicate thyroid differentiation, such as SLC5A5 and TPO, were negatively correlated with SUVmax. Unsupervised analysis revealed that SUVmax positively correlated with DNA replication(r = 0.29, p = 0.009), pyrimidine metabolism(r = 0.50, p < 0.0001) and purine metabolism (r = 0.42, p = 0.0001). Based on subgroups analysis, we identified that PSG5, TFF3, SOX2, SL5A5, SLC5A7, HOXD10, FER1L6, and IFNA1 genes were found to be significantly associated with tumor aggressiveness. Both high SUVmax PTMC and macro-PTC are enriched in pathways of DNA replication and cell cycle, however, gene sets for purine metabolic pathways are enriched only in high SUVmax macro-PTC but not in high SUVmax PTMC. Our findings demonstrate the molecular characteristics of high SUVmax tumor and metabolism involved in tumor growth in differentiated thyroid cancer.


Subject(s)
Thyroid Cancer, Papillary , Thyroid Neoplasms , Transcriptome , Humans , Thyroid Cancer, Papillary/genetics , Thyroid Cancer, Papillary/pathology , Thyroid Cancer, Papillary/metabolism , Female , Male , Thyroid Neoplasms/genetics , Thyroid Neoplasms/pathology , Thyroid Neoplasms/metabolism , Middle Aged , Adult , Fluorodeoxyglucose F18 , Gene Expression Regulation, Neoplastic , Aged , Gene Expression Profiling , Tumor Burden/genetics
3.
J Adv Res ; 51: 121-134, 2023 09.
Article in English | MEDLINE | ID: mdl-36351537

ABSTRACT

INTRODUCTION: Gastric cancer (GC)is the third leading cause of cancer-related deaths in China and immunotherapy emerging as a revolutionary treatment for GC recently. Tumor mutational burden (TMB) is a predictive biomarker of immunotherapy in multiple cancers. However, the prognostic significance and subtype of TMB in GC is not fully understood. OBJECTIVES: This study aims to evaluate the prognostic value of TMB in Chinese GC and further classify TMB-high GC (GCTMB-H) patients combing with mutational signatures. METHODS: Genomic profiling of 435 cancer-gene panel was performed using 206 GC samples from Chinese people. Actionable genetic alterations were compared across all the samples to generate actionable subtyping. The prognostic value of TMB in Chinese GC was evaluated. Mutational signatures were analyzed on TMB-H subtype to stratify the prognosis of TMB. Transcriptomic analysis was applied to compare the distributed immunocytes among different subtypes. RESULTS: 88.3% (182/206) of GC samples had at least one mutation, while 45.1% (93/206) had at least one somatic copy number alteration (SCNA). 29.6% (61/206) of GC samples were TMB-H, including 13 MSI-H and 48 MSS tumors. According to distinct genetic alteration profiles of 69 actionable genes, we classified GC samples into eight molecular subtypes, including TMB-H, ERBB2 amplified, ATM mutated, BRCA2 mutated, CDKN2A/B deleted, PI3KCA mutated, KRAS mutated, and less-mutated subtype. TMB-H subtype presented a remarkable immune-activated phenotype as determined by transcriptomic analysis that was further validated in the TCGA GC cohort. GCTMB-H patients exhibited significantly better survival (P = 0.047). But Signature 1-high GCTMB-H patients had relatively worse prognosis (P = 0.0209, HR = 2.571) than Signature 1-low GCTMB-H patients from Chinese GC cohort, also validated in TCGA GC cohort, presenting highly activated carbohydrate, fatty acid or lipid metabolism. CONCLUSION: The Signature 1-high GCTMB-H could be a marker of poor prognosis and is associated with metabolism disorder.


Subject(s)
Stomach Neoplasms , Tumor Burden , Humans , Biomarkers, Tumor/genetics , East Asian People , Genomics , Mutation , Prognosis , Stomach Neoplasms/genetics , Stomach Neoplasms/pathology , Transcriptome , Tumor Burden/genetics
4.
Int J Mol Sci ; 23(9)2022 May 03.
Article in English | MEDLINE | ID: mdl-35563486

ABSTRACT

As tumor mutational burden (TMB) has been approved as a predictive biomarker for immune checkpoint inhibitors (ICIs), next-generation sequencing (NGS) TMB panels are being increasingly used clinically. However, only a few of them have been validated in clinical trials or authorized by administration. The harmonization and standardization of TMB panels are thus essential for clinical implementation. In this review, preanalytic, sequencing, bioinformatics and interpretative factors are summarized to provide a comprehensive picture of how the different factors affect the estimation of panel-based TMB. Among the factors, poor DNA quality, improper formalin fixation and residual germline variants after filtration may overestimate TMB, while low tumor purity may decrease the sensitivity of the TMB panel. In addition, a small panel size leads to more variability when comparing with true TMB values detected by whole-exome sequencing (WES). A panel covering a genomic region of more than 1Mb is more stable for harmonization and standardization. Because the TMB estimate reflects the sum of effects from multiple factors, deliberation based on laboratory and specimen quality, as well as clinical information, is essential for decision making.


Subject(s)
Biomarkers, Tumor , Mutation , Neoplasms , Biomarkers, Tumor/genetics , High-Throughput Nucleotide Sequencing , Humans , Mutation/genetics , Neoplasms/genetics , Neoplasms/pathology , Reference Standards , Tumor Burden/genetics , Exome Sequencing
5.
Cell Mol Life Sci ; 79(3): 147, 2022 Feb 23.
Article in English | MEDLINE | ID: mdl-35195778

ABSTRACT

In addition to genomic alterations, aberrant changes in post-transcriptional regulation can modify gene function and drive cancer development. RNA-binding proteins (RBPs) are a large class of post-transcriptional regulators that have been increasingly implicated in carcinogenesis. By integrating multi-omics data, we identify LARP1 as one of the most upregulated RBPs in colorectal cancer (CRC) and demonstrate its oncogenic properties. We perform LARP1:RNA interactome profiling and unveil a previously unexplored role for LARP1 in targeting the 3'UTR of oncogenes in CRC. Notably, we identify the proto-oncogenic transcription factor MYC as a key LARP1-regulated target. Our data show that LARP1 positively modulates MYC expression by associating with its 3'UTR. In addition, antisense oligonucleotide-mediated blocking of the interaction between LARP1 and the MYC 3'UTR reduces MYC expression and in vitro CRC growth. Furthermore, a systematic analysis of LARP1:protein interactions reveals IGF2BP3 and YBX1 as LARP1-interacting proteins that also regulate MYC expression and CRC development. Finally, we demonstrate that MYC reciprocally modulates LARP1 expression by targeting its enhancer. In summary, our data reveal a critical, previously uncharacterized role of LARP1 in promoting CRC tumorigenesis, validate its direct regulation of the proto-oncogene MYC and delineate a model of the positive feedback loop between MYC and LARP1 that promotes CRC growth and development.


Subject(s)
Autoantigens/metabolism , Carcinogenesis/metabolism , Colorectal Neoplasms/metabolism , Feedback, Physiological , Proto-Oncogene Proteins c-myc/metabolism , Ribonucleoproteins/metabolism , 3' Untranslated Regions , Animals , Autoantigens/genetics , Carcinogenesis/genetics , Cell Proliferation/genetics , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Gene Expression Regulation, Neoplastic , HCT116 Cells , Humans , Mice , Oncogenes , Ribonucleoproteins/genetics , Transcriptome/genetics , Transfection , Tumor Burden/genetics , Xenograft Model Antitumor Assays , SS-B Antigen
6.
J Immunother Cancer ; 10(2)2022 02.
Article in English | MEDLINE | ID: mdl-35217573

ABSTRACT

BACKGROUND: To characterize genomic determinants of response to pembrolizumab in recurrent/metastatic (R/M) head and neck squamous cell carcinoma (HNSCC) in the KEYNOTE-012 study. METHODS: Associations between biomarkers (tumor mutational burden (TMB), neoantigen load (NL), 18-gene T-cell-inflamed gene expression profile (TcellinfGEP), and PD-L1 combined positive score (CPS)) and clinical outcomes with pembrolizumab were assessed in patients with R/M HNSCC (n=192). Tumor human papillomavirus (HPV) status was also evaluated with the use of p16 immunohistochemistry and whole exome sequencing (WES; HPV+, mapping >20 HPV reads) in pretreatment tumor samples (n=106). RESULTS: TMB, clonality-weighted TMB, and TcellinfGEP were significantly associated with objective response (p=0.0276, p=0.0201, and p=0.006, respectively), and a positive trend was observed between NL and PD-L1 CPS and clinical response (p=0.0550 and p=0.0682, respectively). No correlation was observed between TMB and TcellinfGEP (Spearman ρ=-0.026) or TMB and PD-L1 (Spearman ρ=0.009); a correlation was observed between TcellinfGEP and PD-L1 (Spearman ρ=0.511). HPV status by WES and p16 immunohistochemistry showed concordance (84% Ò¡=0.573) among patients whose HPV results were available using both methods. CONCLUSIONS: TMB and inflammatory biomarkers (TcellinfGEP and PD-L1) may represent distinct and complementary biomarkers predicting response to anti-programmed death 1 therapies in HNSCC; further study of these relationships in randomized clinical trials is needed. TRIAL REGISTRATION NUMBER: NCT01848834.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Antineoplastic Agents, Immunological/therapeutic use , B7-H1 Antigen/metabolism , Head and Neck Neoplasms/drug therapy , Immunotherapy/methods , Squamous Cell Carcinoma of Head and Neck/drug therapy , Transcriptome/genetics , Tumor Burden/genetics , Antibodies, Monoclonal, Humanized/pharmacology , Antineoplastic Agents, Immunological/pharmacology , Female , Head and Neck Neoplasms/pathology , Humans , Male , Squamous Cell Carcinoma of Head and Neck/pathology
7.
Nat Commun ; 13(1): 703, 2022 02 04.
Article in English | MEDLINE | ID: mdl-35121738

ABSTRACT

Rho family mechano-signaling through the actin cytoskeleton positively regulates physiological TEAD/YAP transcription, while the evolutionarily conserved Hippo tumor suppressor pathway antagonizes this transcription through YAP cytoplasmic localization/degradation. The mechanisms responsible for oncogenic dysregulation of these pathways, their prevalence in tumors, as well as how such dysregulation can be therapeutically targeted are not resolved. We demonstrate that p53 DNA contact mutants in human tumors, indirectly hyperactivate RhoA/ROCK1/actomyosin signaling, which is both necessary and sufficient to drive oncogenic TEAD/YAP transcription. Moreover, we demonstrate that recurrent lesions in the Hippo pathway depend on physiological levels of ROCK1/actomyosin signaling for oncogenic TEAD/YAP transcription. Finally, we show that ROCK inhibitors selectively antagonize proliferation and motility of human tumors with either mechanism. Thus, we identify a cancer driver paradigm and a precision medicine approach for selective targeting of human malignancies driven by TEAD/YAP transcription through mechanisms that either upregulate or depend on homeostatic RhoA mechano-signaling.


Subject(s)
Cell Cycle Proteins/genetics , Neoplasms/genetics , Signal Transduction/genetics , TEA Domain Transcription Factors/genetics , Transcription Factors/genetics , rho-Associated Kinases/genetics , 1-(5-Isoquinolinesulfonyl)-2-Methylpiperazine/analogs & derivatives , 1-(5-Isoquinolinesulfonyl)-2-Methylpiperazine/pharmacology , Animals , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Female , Gene Expression Regulation, Neoplastic/drug effects , Hippo Signaling Pathway/drug effects , Hippo Signaling Pathway/genetics , Humans , Mice, SCID , Mutation , Neoplasms/drug therapy , Neoplasms/metabolism , Protein Kinase Inhibitors/pharmacology , Signal Transduction/drug effects , TEA Domain Transcription Factors/metabolism , Transcription Factors/metabolism , Tumor Burden/drug effects , Tumor Burden/genetics , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism , Xenograft Model Antitumor Assays/methods , rho-Associated Kinases/antagonists & inhibitors , rho-Associated Kinases/metabolism , rhoA GTP-Binding Protein/genetics , rhoA GTP-Binding Protein/metabolism
8.
Oxid Med Cell Longev ; 2022: 8168988, 2022.
Article in English | MEDLINE | ID: mdl-35132353

ABSTRACT

Hepatocyte nuclear factor 4 alpha (HNF4A) is a transcriptional factor which plays an important role in the development of the liver, kidney, and intestines. Nevertheless, its role in cervical cancer and the underlying mechanism remain unknown. In this study, both immunohistochemistry and western blotting revealed that the expression of HNF4A was downregulated in cervical cancer. Xenograft assays suggested that HN4A could inhibit tumorigenic potential of cervical cancer in vivo. Functional studies illustrated that HNF4A also inhibited the proliferation and viability of cervical cancer cells in vitro. In addition, FACS analysis implied that HNF4A could induce cell cycle arrest from the G0/G1 phase to S phase. Further studies suggested that HNF4A downregulated the activity of the Wnt/ß-catenin pathway. Altogether, our data demonstrated that HNF4A inhibited tumor formation and proliferation of cervical cancer cells through suppressing the activity of the Wnt/ß-catenin pathway.


Subject(s)
Carcinogenesis/metabolism , Cell Proliferation/genetics , Hepatocyte Nuclear Factor 4/metabolism , Uterine Cervical Neoplasms/metabolism , Wnt Proteins/metabolism , Wnt Signaling Pathway/genetics , beta Catenin/metabolism , Animals , Carcinogenesis/genetics , Case-Control Studies , Cell Cycle Checkpoints/genetics , Cell Survival/genetics , Down-Regulation/genetics , Female , Gene Expression Regulation, Neoplastic , HeLa Cells , Hepatocyte Nuclear Factor 4/genetics , Humans , Mice , Mice, Nude , Transfection , Tumor Burden/genetics , Up-Regulation/genetics , Uterine Cervical Neoplasms/genetics , Uterine Cervical Neoplasms/pathology , Xenograft Model Antitumor Assays
9.
BMC Cancer ; 22(1): 11, 2022 Jan 03.
Article in English | MEDLINE | ID: mdl-34979982

ABSTRACT

BACKGROUND: The mixed-lineage leukemia (MLL) gene is located on chromosome 11q23. The MLL gene can be rearranged to generate partial tandem duplications (MLL-PTD), which occurs in about 5-10% of acute myeloid leukemia (AML) with a normal karyotype and in 5-6% of myelodysplastic syndrome (MDS) patients. Allogeneic hematopoietic stem cell transplantation (allo-HSCT) is currently one of the curative therapies available for AML and MDS with excess blasts (MDS-EB). However, how the prognosis of patients with high levels of MLL-PTD after allo-HSCT, and whether MLL-PTD could be used as a reliable indicator for minimal residual disease (MRD) monitoring in transplant patients remains unknown. Our study purposed to analyze the dynamic changes of MLL-PTD peri-transplantation and the best threshold for predicting relapse after transplantation. METHODS: We retrospectively collected the clinical data of 48 patients with MLL-PTD AML or MDS-EB who underwent allo-HSCT in Peking University People's Hospital. The MLL-PTD was examined by real-time quantitative polymerase chain reaction (RQ-PCR) at the diagnosis, before transplantation and the fixed time points after transplantation. Detectable MLL-PTD/ABL > 0.08% was defined as MLL-PTD positive in this study. RESULTS: The 48 patients included 33 AML patients and 15 MDS-EB patients. The median follow-up time was 26(0.7-56) months after HSCT. In AML patients, 7 patients (21.2%) died of treatment-related mortality (TRM), 6 patients (18.2%) underwent hematological relapse and died ultimately. Of the 15 patients with MDS-EB, 2 patients (13.3%) died of infection. The 3-year cumulative incidence of relapse (CIR), overall survival (OS), disease-free survival (DFS) and TRM were 13.7 ± 5.2, 67.8 ± 6.9, 68.1 ± 6.8 and 20.3% ± 6.1%, respectively. ROC curve showed that post-transplant MLL-PTD ≥ 1.0% was the optimal cut-off value for predicting hematological relapse after allo-HSCT. There was statistical difference between post-transplant MLL-PTD ≥ 1.0% and MLL-PTD < 1.0% groups (3-year CIR: 75% ± 15.3% vs. 0%, P < 0.001; 3-year OS: 25.0 ± 15.3% vs. 80.7% ± 6.6%, P < 0.001; 3-year DFS: 25.0 ± 15.3% vs. 80.7 ± 6.6%, P < 0.001; 3-year TRM: 0 vs. 19.3 ± 6.6%, P = 0.277). However, whether MLL-PTD ≥ 1% or MLL-PTD < 1% before transplantation has no significant difference on the prognosis. CONCLUSIONS: Our study indicated that MLL-PTD had a certain stability and could effectively reflect the change of tumor burden. The expression level of MLL-PTD after transplantation can serve as an effective indicator for predicting relapse.


Subject(s)
Histone-Lysine N-Methyltransferase/genetics , Leukemia, Myeloid, Acute/genetics , Myelodysplastic Syndromes/genetics , Myeloid-Lymphoid Leukemia Protein/genetics , Neoplasm Recurrence, Local/genetics , Oncogene Proteins, Fusion/genetics , Disease-Free Survival , Female , Follow-Up Studies , Gene Rearrangement/genetics , Hematopoietic Stem Cell Transplantation , Humans , Leukemia, Myeloid, Acute/mortality , Leukemia, Myeloid, Acute/surgery , Male , Middle Aged , Myelodysplastic Syndromes/mortality , Myelodysplastic Syndromes/surgery , Neoplasm Recurrence, Local/mortality , Neoplasm, Residual , Postoperative Period , Predictive Value of Tests , Prognosis , Progression-Free Survival , Recurrence , Retrospective Studies , Transplantation, Homologous , Tumor Burden/genetics
10.
Br J Cancer ; 126(3): 401-408, 2022 02.
Article in English | MEDLINE | ID: mdl-34373567

ABSTRACT

BACKGROUND: The validity of circulating tumour DNA (ctDNA) as an indicator of disease progression compared to medical imaging in patients with metastatic melanoma requires detailed evaluation. METHODS: Here, we carried out a retrospective ctDNA analysis of 108 plasma samples collected at the time of disease progression. We also analysed a validation cohort of 66 metastatic melanoma patients monitored prospectively after response to systemic therapy. RESULTS: ctDNA was detected in 62% of patients at the time of disease progression. For 67 patients that responded to treatment, the mean ctDNA level at progressive disease was significantly higher than at the time of response (P < 0.0001). However, only 30 of these 67 (45%) patients had a statistically significant increase in ctDNA by Poisson test. A validation cohort of 66 metastatic melanoma patients monitored prospectively indicated a 56% detection rate of ctDNA at progression, with only two cases showing increased ctDNA prior to radiological progression. Finally, a correlation between ctDNA levels and metabolic tumour burden was only observed in treatment naïve patients but not at the time of progression in a subgroup of patients failing BRAF inhibition (N = 15). CONCLUSIONS: These results highlight the low efficacy of ctDNA to detect disease progression in melanoma when compared mainly to standard positron emission tomography imaging.


Subject(s)
Biomarkers, Tumor/genetics , Circulating Tumor DNA/genetics , Magnetic Resonance Imaging/methods , Melanoma/pathology , Positron Emission Tomography Computed Tomography/methods , Tumor Burden/genetics , Biomarkers, Tumor/blood , Circulating Tumor DNA/blood , Disease Progression , Female , Humans , Male , Melanoma/blood , Melanoma/diagnostic imaging , Melanoma/genetics , Middle Aged , Prospective Studies , Retrospective Studies
11.
Mol Carcinog ; 61(3): 311-321, 2022 03.
Article in English | MEDLINE | ID: mdl-34729830

ABSTRACT

The tumor mutational burden (TMB) calculated by whole-exome sequencing (WES) is a promising biomarker for the response to immune checkpoint inhibition (ICIs) in solid tumors. However, WES is not feasible in the routine clinical setting. In addition, the characteristics of the TMB in Chinese urothelial carcinoma (UC) are unclear. The aim of this study was to demonstrate the reliability of an Acornmed 808 panel and analyze the characteristics of the TMB in Chinese UC. An Acornmed 808 panel was designed and virtually validated using UC data from the cancer genome atlas (TCGA). Comprehensive analysis of sequencing and clinical data was performed to explore the characteristics of the TMB for 143 Chinese UC patients. Compared to the TMB calculated with random 808-, 500-, and 250-gene panels, the TMB calculated with the Acornmed 808 panel was closer to that calculated by WES. There were marked disparities in the mutational landscape and TMB between Chinese and TCGA UC data. The TMB was negatively associated with copy number variation (CNV). In contrast, the TMB was positive correlation with numbers of mutated DDR genes. Exposure to aristolochic acid signature was observed only in the TMB-high groups. The Acornmed 808 panel is a clinically practical method to assess the TMB. The TMB was associated with the DDR gene status and CNV counts and might be a biomarker for further stratification of UC patients. The study suggested that patients with high TMB may have a unique carcinogenic mechanism.


Subject(s)
Carcinoma, Transitional Cell , Urinary Bladder Neoplasms , Biomarkers, Tumor/genetics , Carcinoma, Transitional Cell/genetics , China/epidemiology , DNA Copy Number Variations , Female , Humans , Male , Mutation , Reproducibility of Results , Tumor Burden/genetics , Urinary Bladder Neoplasms/genetics
12.
Mol Oncol ; 16(1): 206-218, 2022 01.
Article in English | MEDLINE | ID: mdl-34018316

ABSTRACT

Treatment of glioblastoma (GBM) remains a challenging task, with limited treatment options, none offering a cure. Immune therapy has proven effective across different cancers with remarkable response rates. Tumor mutational burden (TMB) is a marker of response, but technical and methodological differences in TMB estimates have made a proper assessment and comparison challenging. Here, we analyzed a prospective collection of paired samples from 35 patients with newly diagnosed GBM, all of whom were wild-type (WT) for isocitrate dehydrogenase, before and after treatment with radiotherapy and temozolomide. Seven patients (20%) had O6-methylguanine-DNA methyltransferase-methylated tumors. Six patients (17%) had two relapse surgeries, and tissue from all three surgeries was collected. We found that accurate evaluation of TMB was confounded by high variability in the cancer cell fraction of relapse samples. To ameliorate this, we developed a model to adjust for tumor purity based on the relative density distribution of variant allele frequencies in each primary-relapse pair. Additionally, we examined the mutation spectra of shared and private mutations. After tumor purity adjustment, we found TMB comparison reliable in tumors with tumor purity between 15% and 40%, resulting in 27/35 patients (77.1%). TMB remained unchanged from 0.65 mutations per megabase (Mb) to 0.67/Mb before and after treatment, respectively. Examination of the mutation spectra revealed a dominance of C > T transitions at CpG sites in both shared and relapse-private mutations, consistent with cytosine deamination and the clock-like mutational signature 1. We present and apply a cellularity correction approach that enables more accurate assessment of TMB in paired tumor samples. We did not find a significant increase in TMB after correcting for cancer cell fraction. Our study raises significant concerns when determining TMB. Although a small sample size, corrected TMB can have a clinical significance when stratifying patients to experimental treatment, for example, immune checkpoint therapy.


Subject(s)
Glioblastoma , Biomarkers, Tumor/genetics , Glioblastoma/drug therapy , Glioblastoma/genetics , Humans , Mutation/genetics , Neoplasm Recurrence, Local , Prospective Studies , Temozolomide/pharmacology , Temozolomide/therapeutic use , Tumor Burden/genetics
13.
Br J Cancer ; 126(3): 449-455, 2022 02.
Article in English | MEDLINE | ID: mdl-34811502

ABSTRACT

INTRODUCTION: In patients with metastatic colorectal cancer (mCRC), baseline circulating tumour DNA (ctDNA) variant allele fraction (VAF) might serve as a surrogate of disease burden and should be evaluated in comparison with CEA and RECIST-defined sum of target lesions. METHODS: In this pre-planned analysis of the VALENTINO trial, we included patients with RAS wild-type mCRC receiving upfront FOLFOX/panitumumab with available baseline liquid biopsy. CtDNA was analysed by means of a 14-gene NGS panel. For each patient, the gene with the highest VAF in ctDNA was selected. RESULTS: The final cohort included 135 patients. The median VAF was 12.6% (IQR: 2.0-45.2%). Higher VAF was observed in patients with liver metastases and with synchronous metastases presentation. Patients with high VAF had poorer median OS compared to those with low VAF (21.8 vs 36.5 months; HR: 1.82, 95%CI: 1.20-2.76; p = 0.005). VAF outperformed baseline CEA and target lesion diameter in the prognostic stratification and remained significantly correlated with OS (p = 0.003) in a multivariate model. VAF was not significantly correlated with dimensional response and PFS. CONCLUSION: CtDNA measured by VAF is prognostic in patients with RAS wild-type mCRC. Response and PFS after an anti-EGFR-based first-line strategy are independent from initial tumour burden.


Subject(s)
Circulating Tumor DNA/blood , Colonic Neoplasms/pathology , Gene Frequency , Mutation , Tumor Burden/genetics , ras Proteins/genetics , Aged , Circulating Tumor DNA/genetics , Colonic Neoplasms/blood , Colonic Neoplasms/drug therapy , Colonic Neoplasms/genetics , Female , Humans , Italy , Male , Neoplasm Metastasis , Prognosis , Treatment Outcome
14.
Cancer Res ; 82(4): 708-720, 2022 02 15.
Article in English | MEDLINE | ID: mdl-34903601

ABSTRACT

Capicua-double homeobox 4 (CIC-DUX4)-rearranged sarcomas (CDS) are extremely rare, highly aggressive primary sarcomas that represent a major therapeutic challenge. Patients are treated according to Ewing sarcoma protocols, but CDS-specific therapies are strongly needed. In this study, RNA sequencing was performed on patient samples to identify a selective signature that differentiates CDS from Ewing sarcoma and other fusion-driven sarcomas. This signature was used to validate the representativeness of newly generated CDS experimental models-patient-derived xenografts (PDX) and PDX-derived cell lines-and to identify specific therapeutic vulnerabilities. Annotation analysis of differentially expressed genes and molecular gene validation highlighted an HMGA2/IGF2BP/IGF2/IGF1R/AKT/mTOR axis that characterizes CDS and renders the tumors particularly sensitive to combined treatments with trabectedin and PI3K/mTOR inhibitors. Trabectedin inhibited IGF2BP/IGF2/IGF1R activity, but dual inhibition of the PI3K and mTOR pathways was required to completely dampen downstream signaling mediators. Proof-of-principle efficacy for the combination of the dual AKT/mTOR inhibitor NVP-BEZ235 (dactolisib) with trabectedin was obtained in vitro and in vivo using CDS PDX-derived cell lines, demonstrating a strong inhibition of local tumor growth and multiorgan metastasis. Overall, the development of representative experimental models (PDXs and PDX-derived cell lines) has helped to identify the unique sensitivity of the CDS to AKT/mTOR inhibitors and trabectedin, revealing a mechanism-based therapeutic strategy to fight this lethal cancer. SIGNIFICANCE: This study identifies altered HMGA2/IGF2BP/IGF2 signaling in CIC-DUX4 sarcomas and provides proof of principle for combination therapy with trabectedin and AKT/mTOR dual inhibitors to specifically combat the disease.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , Oncogene Proteins, Fusion/genetics , Sarcoma/drug therapy , Soft Tissue Neoplasms/drug therapy , Animals , Cell Line, Tumor , Gene Regulatory Networks , Humans , Kaplan-Meier Estimate , Mice, Inbred NOD , Mice, Knockout , Mice, SCID , Oncogene Proteins, Fusion/metabolism , Protein Kinase Inhibitors/administration & dosage , Sarcoma/genetics , Sarcoma/metabolism , Signal Transduction/drug effects , Signal Transduction/genetics , Soft Tissue Neoplasms/genetics , Soft Tissue Neoplasms/metabolism , Trabectedin/administration & dosage , Tumor Burden/drug effects , Tumor Burden/genetics , Xenograft Model Antitumor Assays/methods
15.
Ann R Coll Surg Engl ; 104(3): 216-220, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34928727

ABSTRACT

BACKGROUND: One-step nucleic acid amplification (OSNA) assay is a proven, accurate, intraoperative method for the detection of lymph node (LN) metastases. The aim of this study was to assess if the total tumour load (TTL) as calculated by OSNA could be used to predict N2 stage disease, ie ≥4 LN containing metastases, in invasive breast cancer patients. METHODS: Between 2011 and 2019 at St Richard's Hospital, Chichester, all macro-metastasis-positive OSNA cases for invasive breast cancer were retrospectively reviewed. The association between clinicopathological variables and ≥4 LNs containing metastases was analysed using regression analysis. RESULTS: In total, 134 patients with positive sentinel lymph node (SLN) on OSNA undergoing axillary node clearance were analysed, 53% of whom had no further positive LN, 25% had ≥4 lymph nodes positive. TTL was calculated as the aggregate of cytokeratin-19 mRNA copy count of all SLN tissue analysed via OSNA. TTL ≥1.1×105copies/µl and lymphovascular invasion (LVI) were both significant predictors of N2 stage disease on both univariate (TTL p=0.04, LVI p=0.005) and multivariate (TTL p=0.008, LVI p=0.039) regression analysis. CONCLUSION: Our findings show that SLN TTL via intraoperative OSNA assay can predict four or more positive axillary LN involvement in invasive breast cancer. This is important in that it may be used intraoperatively by surgeons to decide on whether to proceed with a full axillary node clearance in order to stage the axilla. Further research is required to shape future guidance.


Subject(s)
Breast Neoplasms , Lymphatic Metastasis , Nucleic Acid Amplification Techniques/methods , Breast Neoplasms/epidemiology , Breast Neoplasms/pathology , Female , Humans , Lymphatic Metastasis/diagnosis , Lymphatic Metastasis/genetics , Lymphatic Metastasis/pathology , Middle Aged , Retrospective Studies , Sentinel Lymph Node/pathology , Tumor Burden/genetics
16.
Cancer Res ; 82(4): 721-733, 2022 02 15.
Article in English | MEDLINE | ID: mdl-34921012

ABSTRACT

Uterine serous carcinoma (USC) is a highly aggressive endometrial cancer subtype with limited therapeutic options and a lack of targeted therapies. While mutations to PPP2R1A, which encodes the predominant protein phosphatase 2A (PP2A) scaffolding protein Aα, occur in 30% to 40% of USC cases, the clinical actionability of these mutations has not been studied. Using a high-throughput screening approach, we showed that mutations in Aα results in synthetic lethality following treatment with inhibitors of ribonucleotide reductase (RNR). In vivo, multiple models of Aα mutant uterine serous tumors were sensitive to clofarabine, an RNR inhibitor (RNRi). Aα-mutant cells displayed impaired checkpoint signaling upon RNRi treatment and subsequently accumulated more DNA damage than wild-type (WT) cells. Consistently, inhibition of PP2A activity using LB-100, a catalytic inhibitor, sensitized WT USC cells to RNRi. Analysis of The Cancer Genome Atlas data indicated that inactivation of PP2A, through loss of PP2A subunit expression, was prevalent in USC, with 88% of patients with USC harboring loss of at least one PP2A gene. In contrast, loss of PP2A subunit expression was rare in uterine endometrioid carcinomas. While RNRi are not routinely used for uterine cancers, a retrospective analysis of patients treated with gemcitabine as a second- or later-line therapy revealed a trend for improved outcomes in patients with USC treated with RNRi gemcitabine compared with patients with endometrioid histology. Overall, our data provide experimental evidence to support the use of ribonucleotide reductase inhibitors for the treatment of USC. SIGNIFICANCE: A drug repurposing screen identifies synthetic lethal interactions in PP2A-deficient uterine serous carcinoma, providing potential therapeutic avenues for treating this deadly endometrial cancer.


Subject(s)
Cystadenocarcinoma, Serous/genetics , Protein Phosphatase 2/genetics , Ribonucleotide Reductases/genetics , Synthetic Lethal Mutations/genetics , Uterine Neoplasms/genetics , Animals , Antimetabolites, Antineoplastic/pharmacology , Apoptosis/drug effects , Apoptosis/genetics , Cell Line, Tumor , Cell Survival/drug effects , Cell Survival/genetics , Clofarabine/pharmacology , Cystadenocarcinoma, Serous/drug therapy , Cystadenocarcinoma, Serous/metabolism , Female , Humans , Mice, Inbred NOD , Mice, Knockout , Mice, SCID , Protein Phosphatase 2/metabolism , Rats, Sprague-Dawley , Ribonucleotide Reductases/antagonists & inhibitors , Ribonucleotide Reductases/metabolism , Synthetic Lethal Mutations/drug effects , Tumor Burden/drug effects , Tumor Burden/genetics , Uterine Neoplasms/drug therapy , Uterine Neoplasms/metabolism , Xenograft Model Antitumor Assays/methods
17.
Eur J Cancer ; 161: 90-98, 2022 01.
Article in English | MEDLINE | ID: mdl-34933155

ABSTRACT

AIM: To unveil genomic and immunohistochemical expression profiles associated with primary resistance to EGFR/BRAF targeted therapy in patients with BRAF-mutated and microsatellite stable (MSS) metastatic colorectal cancer. EXPERIMENTAL DESIGN: In this multicenter case-control study on patients treated with EGFR/BRAF ± MEK blockade, we compared a primary resistance cohort (N = 20; RECISTv1.1 PD/SD, and progression-free survival [PFS] <16 weeks) versus a sensitive one (N = 19; RECISTv1.1 PR/CR, and PFS ≥16 weeks) in terms of clinical and genomic/expression data by means of comprehensive genomic profiling, tumour mutational burden (TMB), BRAF-mutant transcriptional subtypes (BM) classification and PTEN expression. RESULTS: Left-sided tumours (28% of the total) were enriched in the sensitive versus resistant cohort (53% versus 10%, P = 0.010). Genomic alterations in the PIK3CA/MTOR pathway, BM1 status and PTEN loss were similarly distributed among patients with resistant and sensitive tumours. Amplification of CCND1-3 genes were found only in patients with primary resistance (20% versus 0%, P = 0.106). TMB and prevalence of intermediate TMB (TMB-I 6-20 mutations/Mb) were higher in the resistant versus sensitive cohort (median TMB: 6 [IQR, 3-7.29] versus 3 [IQR, 1.26-3.5]; P = 0.013; TMB-I/H: 60% versus 11%; P = 0.001). Patients with TMB-I had shorter PFS (3.3 versus 5.9 months; HR = 2.19, 95%CI, 1.07-4.47, P = 0.031) and overall survival (6.3 versus 10.5 months; HR = 2.22, 95%CI, 1.02-4.81, P = 0.044). CONCLUSION: Despite the small sample size, the association of a relatively higher TMB with limited benefit from EGFR/BRAF blockade in patients with MSS and BRAF-mutated mCRC deserves prospective validation.


Subject(s)
Colorectal Neoplasms/genetics , Proto-Oncogene Proteins B-raf/genetics , Tumor Burden/genetics , Aged , Case-Control Studies , Female , Humans , Male , Microsatellite Instability , Middle Aged , Neoplasm Metastasis
18.
J Exp Med ; 219(1)2022 01 03.
Article in English | MEDLINE | ID: mdl-34825915

ABSTRACT

Targeted therapies represent attractive combination partners with immune checkpoint blockade (ICB) to increase the population of patients who benefit or to interdict the emergence of resistance. We demonstrate that targeting WEE1 up-regulates immune signaling through the double-stranded RNA (dsRNA) viral defense pathway with subsequent responsiveness to immune checkpoint blockade even in cGAS/STING-deficient tumors, which is a typical phenotype across multiple cancer types. WEE1 inhibition increases endogenous retroviral elements (ERVs) expression by relieving SETDB1/H3K9me3 repression through down-regulating FOXM1. ERVs trigger dsRNA stress and interferon response, increasing recruitment of anti-tumor T cells with concurrent PD-L1 elevation in multiple tumor models. Furthermore, combining WEE1 inhibition and PD-L1 blockade induced striking tumor regression in a CD8+ T cell-dependent manner. A WEE1 inhibition-induced viral defense signature provides a potentially informative biomarker for patient selection for combination therapy with WEE1 and ICB. WEE1 inhibition stimulates anti-tumor immunity and enhances sensitivity to ICB, providing a rationale for the combination of WEE1 inhibitors and ICB in clinical trials.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/pharmacology , Cell Cycle Proteins/antagonists & inhibitors , Endogenous Retroviruses/genetics , Neoplasms, Experimental/drug therapy , Protein-Tyrosine Kinases/antagonists & inhibitors , RNA, Double-Stranded/genetics , Signal Transduction/drug effects , A549 Cells , Animals , CD8-Positive T-Lymphocytes/drug effects , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Endogenous Retroviruses/metabolism , Enzyme Inhibitors/administration & dosage , Enzyme Inhibitors/pharmacology , Female , Gene Expression Regulation, Neoplastic/drug effects , HCT116 Cells , Humans , Immune Checkpoint Inhibitors/administration & dosage , Immune Checkpoint Inhibitors/pharmacology , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Inbred NOD , Mice, SCID , Neoplasms, Experimental/genetics , Neoplasms, Experimental/immunology , Protein-Tyrosine Kinases/genetics , Protein-Tyrosine Kinases/metabolism , Pyrazoles/administration & dosage , Pyrazoles/pharmacology , Pyrimidinones/administration & dosage , Pyrimidinones/pharmacology , RNA, Double-Stranded/metabolism , Signal Transduction/genetics , Tumor Burden/drug effects , Tumor Burden/genetics , Tumor Burden/immunology
19.
Cancer Res ; 82(4): 556-570, 2022 02 15.
Article in English | MEDLINE | ID: mdl-34965935

ABSTRACT

Aberrant activation of NFκB orchestrates a critical role in tumor carcinogenesis; however, the regulatory mechanisms underlying this activation are not fully understood. Here we report that a novel long noncoding RNA (lncRNA) Uc003xsl.1 is highly expressed in triple-negative breast cancer (TNBC) and correlates with poor outcomes in patients with TNBC. Uc003xsl.1 directly bound nuclear transcriptional factor NFκB-repressing factor (NKRF), subsequently preventing NKRF from binding to a specific negative regulatory element in the promoter of the NFκB-responsive gene IL8 and abolishing the negative regulation of NKRF on NFκB-mediated transcription of IL8. Activation of the NFκB/IL8 axis promoted the progression of TNBC. Trop2-based antibody-drug conjugates have been applied in clinical trials in TNBC. In this study, a Trop2-targeting, redox-responsive nanoparticle was developed to systematically deliver Uc003xsl.1 siRNA to TNBC cells in vivo, which reduced Uc003xsl.1 expression and suppressed TNBC tumor growth and metastasis. Therefore, targeting Uc003xsl.1 to suppress the NFκB/IL8 axis represents a promising therapeutic strategy for TNBC treatment. SIGNIFICANCE: These findings identify an epigenetic-driven NFκB/IL8 cascade initiated by a lncRNA, whose aberrant activation contributes to tumor metastasis and poor survival in patients with triple-negative breast cancer.


Subject(s)
Gene Expression Regulation, Neoplastic , Interleukin-8/genetics , NF-kappa B/genetics , RNA, Long Noncoding/genetics , Triple Negative Breast Neoplasms/genetics , Adult , Animals , Cell Line, Tumor , Disease Progression , Female , Gene Expression Profiling/methods , Humans , Interleukin-8/metabolism , Mice, Nude , Middle Aged , NF-kappa B/metabolism , RNA-Seq/methods , RNAi Therapeutics/methods , Signal Transduction/genetics , Triple Negative Breast Neoplasms/metabolism , Triple Negative Breast Neoplasms/pathology , Tumor Burden/genetics , Xenograft Model Antitumor Assays/methods
20.
Front Immunol ; 12: 770080, 2021.
Article in English | MEDLINE | ID: mdl-34925340

ABSTRACT

Enhancer of Zeste Homolog 2 (EZH2) inhibitors (EZH2i) are approved to treat certain cancer types. Previous studies have suggested the potential to combine EZH2i with immune checkpoint blockade targeting coinhibitory receptors like PD-(L)1 and CTLA-4, but whether it can also enhance the activity of agents targeting costimulatory receptors is not known. Here, we explore the combination between EZH2i and an agonist antibody targeting the T cell costimulatory receptor 4-1BB (α4-1BB). Our data show that EZH2i compromise the efficacy of α4-1BB in both CT26 colon carcinoma and in an in vivo protein immunization model. We link this to reduced effector survival and increased BIM expression in CD8+ T cells upon EZH2i treatment. These data support the requirement of EZH2 function in 4-1BB-mediated CD8+ T cell expansion and effector programming and emphasize the consideration that must be given when combining such antitumoral therapies.


Subject(s)
Antibodies, Monoclonal/pharmacology , CD8-Positive T-Lymphocytes/drug effects , Enhancer of Zeste Homolog 2 Protein/antagonists & inhibitors , Enzyme Inhibitors/pharmacology , Neoplasms, Experimental/prevention & control , Tumor Necrosis Factor Receptor Superfamily, Member 9/agonists , Animals , Antibodies, Monoclonal/immunology , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , Cell Line, Tumor , Cell Survival/drug effects , Cell Survival/genetics , Cell Survival/immunology , Enhancer of Zeste Homolog 2 Protein/immunology , Enhancer of Zeste Homolog 2 Protein/metabolism , Gene Expression Regulation/drug effects , Gene Expression Regulation/immunology , Humans , Mice, Inbred BALB C , Mice, Inbred C57BL , Neoplasms, Experimental/genetics , Neoplasms, Experimental/immunology , Tumor Burden/drug effects , Tumor Burden/genetics , Tumor Burden/immunology , Tumor Necrosis Factor Receptor Superfamily, Member 9/immunology , Tumor Necrosis Factor Receptor Superfamily, Member 9/metabolism
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