ABSTRACT
Adrenocortical carcinoma (ACC) is a malignant carcinoma with an extremely poor prognosis, and its pathogenesis remains to be understood to date, necessitating further investigation. This study aims to discover biomarkers and potential therapeutic agents for ACC through bioinformatics, enhancing clinical diagnosis and treatment strategies. Differentially expressed genes (DEGs) between ACC and normal adrenal cortex were screened out from the GSE19750 and GSE90713 datasets available in the GEO database. An online Venn diagram tool was utilized to identify the common DEGs between the two datasets. The identified DEGs were subjected to functional assessment, pathway enrichment, and identification of hub genes by performing the protein-protein interaction (PPI), Gene Ontology (GO), and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. The differences in the expressions of hub genes between ACC and normal adrenal cortex were validated at the GEPIA2 website, and the association of these genes with the overall patient survival was also assessed. Finally, on the QuartataWeb website, drugs related to the identified hub genes were determined. A total of 114 DEGs, 10 hub genes, and 69 known drugs that could interact with these genes were identified. The GO and KEGG analyses revealed a close association of the identified DEGs with cellular signal transduction. The 10 hub genes identified were overexpressed in ACC, in addition to being significantly associated with adverse prognosis in ACC. Three genes and the associated known drugs were identified as potential targets for ACC treatment.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Computational Biology , Gene Expression Regulation, Neoplastic , Protein Interaction Maps , Humans , Adrenocortical Carcinoma/genetics , Adrenocortical Carcinoma/drug therapy , Adrenocortical Carcinoma/pathology , Adrenal Cortex Neoplasms/genetics , Adrenal Cortex Neoplasms/drug therapy , Adrenal Cortex Neoplasms/pathology , Protein Interaction Maps/genetics , Gene Regulatory Networks , Gene Expression Profiling , Gene Ontology , Databases, Genetic , Biomarkers, Tumor/genetics , PrognosisABSTRACT
PURPOSE OF REVIEW: To provide a comprehensive overview of the current understanding and developments in the treatment options for adrenocortical carcinoma (ACC), focusing on the strategies utilized for advanced disease. RECENT FINDINGS: Research has delved into the genomic landscape of ACC, revealing potential targets for therapy. Despite the failure of inhibitors aimed at the insulin like growth factor 1(IGF-1) receptor, other approaches, including vascular endothelial growth factor receptor (VEFGR) tyrosine kinase inhibitors and immune checkpoint inhibitors, are being investigated. There are also ongoing trials of combination treatments such as lenvatinib with pembrolizumab and cabozantinib with atezolizumab. ACC remains a challenging malignancy with limited effective treatment options. Although EDP-M stands as the frontline treatment, the search for effective second-line therapies is ongoing. Targeted therapies and immunotherapies, especially in combination regimens, are demonstrating potential and are the subject of continued research. The evolving genomic landscape emphasizes the significance of targeted therapies and the need for further in-depth studies to solidify effective treatment regimens for ACC.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Humans , Adrenocortical Carcinoma/drug therapy , Adrenocortical Carcinoma/genetics , Vascular Endothelial Growth Factor A , Immunotherapy , Combined Modality Therapy , Adrenal Cortex Neoplasms/drug therapy , Adrenal Cortex Neoplasms/geneticsABSTRACT
The discovery of mitochondria-derived peptides (MDPs) has provided a new perspective on mitochondrial function. MDPs encoded by mitochondrial DNA (mtDNA) can act as hormone-like peptides, influencing cell survival and proliferation. Among these peptides, humanin has been identified as a crucial factor for maintaining cell survival and preventing cell death under various conditions. Adrenocortical carcinoma (ACC) is a rare and aggressive malignancy that results from adrenal hormone dysfunction. This study aimed to investigate humanin expression in the adrenal tissue and serum of patients with ACC. For the first time, our study revealed significant reduction in the mRNA expression of humanin in patients with ACC compared to healthy controls. However, no significant changes were observed in the serum humanin levels. Interestingly, we identified a positive correlation between patient age and serum humanin levels and a negative correlation between tumor size and LDL levels. While the impaired expression of humanin in patients with ACC may be attributed to mitochondrial dysfunction, an alternative explanation could be related to diminished mitochondrial copy number. Further investigations are warranted to elucidate the intricate relationship among humanin, mitochondrial function, and ACC pathology.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Humans , Adrenocortical Carcinoma/genetics , Intracellular Signaling Peptides and Proteins , DNA, Mitochondrial/genetics , Adrenal Cortex Neoplasms/genetics , HormonesABSTRACT
Objective: To investigate the clinicopathological features of children with metachronous or synchronous primary tumors and to identify related genetic tumor syndromes. Methods: The clinicopathological data of 4 children with multiple primary tumors diagnosed in the Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China from 2011 to 2023 were collected. The histological, immunophenotypic and molecular characteristics were examined using H&E staining, immunohistochemical staining, PCR, Sanger sequencing and next-generation sequencing (NGS). The patients were followed up. Results: Case 1 was an 8-year-old boy with the adrenal cortical carcinoma, and 5 years later a poorly differentiated gastric adenocarcinoma was detected. Case 2 was a 2-year-old boy, presented with a left ventricular choroid plexus carcinoma, and a hepatoblastoma was detected 8 months later. Case 3 was a 9-month-old girl, diagnosed with renal rhabdoid tumor first and intracranial atypical teratoid/rhabdoid tumor (AT/RT) 3 months later. Case 4 was a 7-year-old boy and had a sigmoid colon adenocarcinoma 3 years after the diagnosis of a glioblastoma. The morphology and immunohistochemical features of the metachronous or synchronous primary tumors in the 4 cases were similar to the corresponding symptom-presenting/first-diagnosed tumors. No characteristic germ line mutations were detected in cases 1 and 2 by relevant molecular detection, and the rhabdoid tumor predisposition syndrome was confirmed in case 3 using NGS. Case 4 was clearly related to constitutional mismatch repair deficiency as shown by the molecular testing and clinical features. Conclusions: Childhood multiple primary tumors are a rare disease with histological morphology and immunophenotype similar to the symptom-presenting tumors. They are either sporadic or associated with a genetic (tumor) syndrome. The development of both tumors can occur simultaneously (synchronously) or at different times (metachronously). Early identification of the children associated with genetic tumor syndromes can facilitate routine tumor screening and early treatment.
Subject(s)
Hepatoblastoma , Kidney Neoplasms , Liver Neoplasms , Neoplasms, Multiple Primary , Rhabdoid Tumor , Stomach Neoplasms , Humans , Male , Child , Female , Child, Preschool , Neoplasms, Multiple Primary/genetics , Neoplasms, Multiple Primary/pathology , Liver Neoplasms/pathology , Liver Neoplasms/genetics , Kidney Neoplasms/pathology , Kidney Neoplasms/genetics , Infant , Stomach Neoplasms/pathology , Stomach Neoplasms/genetics , Rhabdoid Tumor/genetics , Rhabdoid Tumor/pathology , Hepatoblastoma/genetics , Hepatoblastoma/pathology , Adenocarcinoma/genetics , Adenocarcinoma/pathology , Adenocarcinoma/diagnosis , Choroid Plexus Neoplasms/genetics , Choroid Plexus Neoplasms/pathology , Choroid Plexus Neoplasms/diagnosis , Adrenocortical Carcinoma/genetics , Adrenocortical Carcinoma/pathology , Adrenal Cortex Neoplasms/pathology , Adrenal Cortex Neoplasms/genetics , Teratoma/pathology , Teratoma/genetics , Teratoma/surgery , Brain Neoplasms/genetics , Brain Neoplasms/pathology , SMARCB1 Protein/genetics , MutL Protein Homolog 1/genetics , Neoplasms, Second Primary/pathology , Neoplasms, Second Primary/genetics , High-Throughput Nucleotide Sequencing , Neoplastic Syndromes, Hereditary/genetics , Neoplastic Syndromes, Hereditary/pathologyABSTRACT
Adrenocortical carcinoma (ACC) is a rare malignant tumor originating in the adrenal cortex and characterized by poor 5-year survival. It occurs with a frequency of 2-4 cases per 2 million in the population. Women are more frequently affected than men and it is mostly detected in the fourth and fifth decades. In the most of cases, the cancerogenesis occurs sporadically because of gene driver mutations in somatic adrenocortical cells, in other cases it can be found as part of a genetically determined syndrome such as Li-Fraumeni syndrome or Wermer's syndrome (multiple endocrine adenomatosis type I). ACC most frequently happens occurs without symptoms in the initial stages leading to poor diagnoses. Because of this lack of early detection, the tumor is not considered malignant reducing the benefits of further treatment. Sometimes the fact that the resected tumor is indeed adrenocortical carcinoma becomes clear only after recurrence, or after the appearance of metastases. We present a case of adrenocortical carcinoma in a 46-year-old woman who went to the doctor in 1.5 year after symptoms were manfested. This clinical case illustrates the consequences of late diagnosis of a malignant tumor. We would like to emphasize the importance of timely detection of a neoplasm, using all of the potential of laboratory-instrumental and genomic analysis. Due to low oncological awareness, our patient was slow to seek medical help, which in turn led not only to metastases, but also to complications in the cardiovascular system.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Delayed Diagnosis , Humans , Female , Adrenal Cortex Neoplasms/diagnosis , Adrenal Cortex Neoplasms/genetics , Middle Aged , Adrenocortical Carcinoma/diagnosis , Adrenocortical Carcinoma/geneticsABSTRACT
Adrenocortical carcinoma (ACC) is a malignancy with a poor prognosis and high mortality rate. A high tumor mutational burden (TMB) has been found to be associated with poor prognosis in ACC. Thus, exploring ACC biomarkers based on TMB holds significant importance for patient risk stratification. In our research, we utilized weighted gene coexpression network analysis and an assay for transposase-accessible chromatin with high-throughput sequencing to identify genes associated with TMB. Through the comprehensive analysis of various public datasets, Lamin B1 (LMNB1) was identified as a biomarker associated with a high TMB and low chromatin accessibility. Immunohistochemical staining demonstrated high expression of LMNB1 in ACC compared to noncancerous tissues. Functional enrichment analyses revealed that the function of LMNB1 is associated with cell proliferation and division. Furthermore, cell assays suggested that LMNB1 promotes tumor proliferation and invasion. In addition, mutation analysis suggested that the high expression of LMNB1 is associated with TP53 mutations. Additionally, LMNB1 was highly expressed in the vast majority of solid tumors across cancers. In our immune analysis, we discovered that the high expression of LMNB1 might suppress the infiltration of CD8+ T cells in the ACC microenvironment. In summary, LMNB1 is a predictive factor for the poor prognosis of adult and pediatric ACC. Its high expression in ACC is positively associated with high TMB and lower chromatin accessibility, and it promotes ACC cell proliferation and invasion. Therefore, LMNB1 holds promise as a novel biomarker and potential therapeutic target for ACC.
Subject(s)
Adrenocortical Carcinoma , Lamin Type B , Adult , Child , Humans , Adrenocortical Carcinoma/genetics , Biomarkers , Biomarkers, Tumor/genetics , Chromatin , Lamin Type B/genetics , Lamin Type B/metabolism , Prognosis , Tumor MicroenvironmentABSTRACT
Objectives: Adrenal tumors are common, but adrenocortical carcinomas (ACCs) are a rare and challenging form of cancer to diagnose and manage.This study aimed to explore the critical role of mitochondrial quality in maintaining cellular function and the implications of the abnormal expression of mitochondrial metabolism-related proteins observed in ACC patients. We focused on identifying the connection between mitochondrial quality and the development of ACC at molecular and genomic levels. Methods: We compared mitochondrial quality-related genes (MQRGs) across ACC subtypes using overall survival (OS) and disease-free survival (DFS) as evaluation indicators. Furthermore, a novel MQRG score was developed to predict clinical prognosis and guide immunotherapy responses accurately. Results: The majority of MQRGs were upregulated in the ACC samples, correlating to poor prognosis. The MQRG score was confirmed as an independent prognostic factor for ACC, with the high-risk MQRG score group showing a significantly shorter overall survival period. Conclusions: Multilayer alterations in MQRGs are associated with patient prognosis and immune cell infiltration characteristics. This comprehensive analysis of MQRGs can contribute to a deeper understanding of potential differences in ACC patients' tumor microenvironment. This can influence clinical decision-making and advanced prognosis prediction, thereby offering new insights into personalized treatments in ACC.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Humans , Adrenocortical Carcinoma/diagnosis , Adrenocortical Carcinoma/genetics , Adrenocortical Carcinoma/metabolism , Prognosis , Adrenal Cortex Neoplasms/diagnosis , Adrenal Cortex Neoplasms/genetics , Adrenal Cortex Neoplasms/metabolism , Disease-Free Survival , Tumor Microenvironment/geneticsABSTRACT
A landmark study by Poore et al. showed intratumor bacteria (ITBs) playing a critical role in most cancers by reproduction of The Cancer Genome Atlas (TCGA) transcriptome data. A recent study by Salzberg et al. argued that ITBs, being overstated as a methodology by Poore et al., were problematic. We previously reported that ITBs were prognostic in adrenocortical carcinoma (ACC), a highly aggressive rare disease using data by Poore et al., and here, we aimed to answer whether ITBs truly existed and were prognostic in ACC. ACC samples from our institutes underwent 16S rRNA sequencing [adrenocortical carcinoma blocks from Huashan Hospital and China Medical University (HS) cohort]. The ITB profile was compared to TCGA data processed by Poore et al. (TCGA-P) and TCGA data processed by Salzberg et al. (TCGA-S), respectively. The primary outcome was overall survival (OS). A total of 26 ACC cases (HS cohort) and 10 paraffin controls were sequenced. The TCGA cohort encompassed 77 cases. Two and four amid the top 10 abundant genera in HS cohort were not detected in TCGA-P and TCGA-S, respectively. Neither was alpha or beta diversity associated with survival nor could ACC be subtyped by ITB signature in the HS cohort. Notably, a five-genera ITB risk score (Corynebacterium, Mycoplasma, Achromobacter, Anaerococcus, and Streptococcus) for OS trained in the HS cohort was validated in both TCGA-P and TCGA-S cohorts and was independently prognostic. Whereas ITB signature on the whole may not be associated with ACC subtypes, certain ITB features are associated with prognosis, and a risk score could be generated and validated externally. IMPORTANCE: In this report, we looked at the role of ITBs in ACC in patients with different race and sequencing platforms. We found a five-genera ITB risk score consistently predicted overall survival in all cohorts. We conclude that certain ITB features are universally pathogenic to ACC.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Humans , Adrenocortical Carcinoma/diagnosis , Adrenocortical Carcinoma/genetics , Prognosis , Adrenal Cortex Neoplasms/diagnosis , Adrenal Cortex Neoplasms/genetics , RNA, Ribosomal, 16S/genetics , Risk Factors , Bacteria/geneticsABSTRACT
OBJECTIVE: Adrenocortical carcinoma (ACC) is a rare aggressive cancer with heterogeneous behaviour. Disease surveillance relies on frequent imaging, which comes with significant radiation exposure. The aim of the study was to investigate the role of circulating cell-free DNA (ccfDNA)-related biomarkers (BMs) for prognostication and monitoring of ACC. DESIGN AND METHODS: We investigated 34 patients with ACC and 23 healthy subjects (HSs) as controls. Circulating cell-free DNA was extracted by commercial kits and ccfDNA concentrations were quantified by fluorimeter (BM1). Targeted sequencing was performed using a customized panel of 27 ACC-specific genes. Leucocyte DNA was used to discriminate somatic variants (BM2), while tumour DNA was sequenced in 22/34 cases for comparison. Serial ccfDNA samples were collected during follow-up in 19 ACC patients (median period 9 months) and analysed in relationship with standard radiological imaging. RESULTS: Circulating cell-free DNA concentrations were higher in ACC than HS (mean ± SD, 1.15 ± 1.56 vs 0.05 ± 0.05â ng/µL, P < .0001), 96% of them being above the cut-off of 0.146â ng/µL (mean HS + 2 SD, positive BM1). At ccfDNA sequencing, 47% of ACC showed at least 1 somatic mutation (positive BM2). A combined ccfDNA-BM score was strongly associated with both progression-free and overall survival (hazard ratio [HR] = 2.63; 95% CI, 1.13-6.13; P = .010, and HR = 5.98; 95% CI, 2.29-15.6; P = .0001, respectively). During disease monitoring, positive BM2 showed the best specificity (100%) and sensitivity (67%) to detect ACC recurrence or progress compared with BM1. CONCLUSION: ccfDNA-related BMs are frequently detected in ACC patients and represent a promising, minimally invasive tool to predict clinical outcome and complement surveillance imaging. Our findings will be validated in a larger cohort of ACCs with long-term follow-up.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Cell-Free Nucleic Acids , Humans , Adrenocortical Carcinoma/diagnosis , Adrenocortical Carcinoma/genetics , Cell-Free Nucleic Acids/genetics , Biomarkers , DNA/genetics , Adrenal Cortex Neoplasms/diagnosis , Adrenal Cortex Neoplasms/genetics , Biomarkers, Tumor/geneticsABSTRACT
OBJECTIVE: Adrenal cortical carcinoma (ACC) is a rare malignancy with a generally poor but heterogeneous prognosis, especially depending on the tumour stage at diagnosis. Identification of somatic gene alterations combined with clinical/histopathological evaluation of the tumour can help improve prognostication. We applied a simplified targeted-Next-Generation Sequencing (NGS) panel to characterise the mutational profiles of ACCs, providing potentially relevant information for better patient management. DESIGN AND METHODS: Thirty frozen tumour specimens from a local ACC series were retrospectively analysed by a custom-NGS panel (CDKN2A, CTNNB1, DAXX, MED12, NF1, PRKAR1A, RB1, TERT, TP53, ZNRF3) to detect somatic prioritised single-nucleotide variants. This cohort was integrated with 86 patients from the ACC-TCGA series bearing point-mutations in the same genes and their combinations identified by our panel. Primary endpoints of the analysis on the total cohort (113 patients) were overall survival (OS) and progression-free survival (PFS), and hazard ratio (HR) for the different alterations grouped by the signalling pathways/combinations affected. RESULTS: Different PFS, OS, and HR were associated to the different pathways/combinations, being NF1 + TP53 and Wnt/ß-catenin + Rb/p53 combined mutations the most deleterious, with a statistical significance for progression HR which is retained only in low-(I/II) stages-NF1 + TP53 combination: HR = 2.96[1.01-8.69] and HR = 13.23[3.15-55.61], all and low stages, respectively; Wnt/ß-catenin + Rb/p53 combined pathways: HR = 6.47[2.54-16.49] and HR = 16.24[3.87-68.00], all and low-stages, respectively. CONCLUSIONS: A simplified targeted-NGS approach seems the best routinely applicable first step towards somatic genetic characterisation of ACC for prognostic assessment. This approach proved to be particularly promising in low-stage cases, suggesting the need for more stringent surveillance and personalised treatment.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , High-Throughput Nucleotide Sequencing , Humans , Adrenal Cortex Neoplasms/genetics , Adrenal Cortex Neoplasms/diagnosis , Adrenal Cortex Neoplasms/pathology , High-Throughput Nucleotide Sequencing/methods , Male , Female , Middle Aged , Adult , Retrospective Studies , Aged , Adrenocortical Carcinoma/genetics , Adrenocortical Carcinoma/diagnosis , Adrenocortical Carcinoma/pathology , Mutation , Prognosis , Young Adult , Adolescent , Aged, 80 and overABSTRACT
INTRODUCTION: Adrenocortical carcinoma (ACC) is a rare malignancy in children. Because of this, each patient with suspected ACC requires individualised management, which should be determined at a meeting of a team of multidisciplinary experts in the field. AIM OF THE STUDY: To summarise data on symptoms, genetic predisposition, and diagnostic procedures for ACC in children. MATERIAL AND METHODS: Papers were searched in the PubMed database to identify published randomised clinical trials, reviews, systematic reviews, meta-analyses, and case reports. RESULTS: Most cases of ACC in children occur under the age of 5 years. The most common presenting symptom in 60-80% of paediatric patients is rapidly progressive virilisation. Diagnostics are based on laboratory and imaging evaluation. The mainstay of treatment is surgery, with laparotomy being the preferred method of surgery. Diagnosis is based on histological examination of surgically removed tissue. The Wieneke index is most commonly used in paediatric practice. However, some cases are still classified as "indeterminate histology". Predisposing genetic factors are found in most children with ACC, most commonly a mutation of the TP53 gene. CONCLUSIONS: Patients should be diagnosed in large clinical centres with experience in this field. The treatment strategy should be individualised. Genetic testing for TP53 gene mutations is indicated in patients with ACC.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Humans , Adrenocortical Carcinoma/diagnosis , Adrenocortical Carcinoma/genetics , Adrenocortical Carcinoma/therapy , Adrenocortical Carcinoma/surgery , Adrenal Cortex Neoplasms/diagnosis , Adrenal Cortex Neoplasms/therapy , Adrenal Cortex Neoplasms/genetics , Adrenal Cortex Neoplasms/surgery , Child , Child, Preschool , Male , Female , Infant , Adolescent , Genetic Predisposition to DiseaseABSTRACT
BACKGROUND: Adrenocortical carcinoma (ACC) is a rare cancer that arises sporadically or due to hereditary syndromes. Data on germline variants (GVs) in sporadic ACC are limited. Our aim was to characterize GVs of genes potentially related to adrenal diseases in 150 adult patients with sporadic ACC. METHODS: This was a retrospective analysis of stage I-IV ACC patients with sporadic ACC from two reference centers for ACC in Italy. Patients were included in the analysis if they had confirmed diagnosis of ACC, a frozen peripheral blood sample and complete clinical and follow-up data. Next generation sequencing technology was used to analyze the prevalence of GVs in a custom panel of 17 genes belonging to either cancer-predisposition genes or adrenocortical-differentiation genes categories. RESULTS: We identified 18 GVs based on their frequency, enrichment and predicted functional characteristics. We found six pathogenic (P) or likely pathogenic (LP) variants in ARMC5, CTNNB1, MSH2, PDE11A and TP53 genes; and twelve variants lacking evidence of pathogenicity. New unique P/LP variants were identified in TP53 (p.G105D) and, for the first time, in ARMC5 (p.P731R). The presence of P/LP GVs was associated with reduced survival outcomes and had a significant and independent impact on both progression-free survival and overall survival. CONCLUSIONS: GVs were present in 6.7 % of patients with sporadic ACC, and we identified novel variants of ARMC5 and TP53. These findings may improve understanding of ACC pathogenesis and enable genetic counseling of patients and their families.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Germ-Line Mutation , High-Throughput Nucleotide Sequencing , Humans , Adrenocortical Carcinoma/genetics , Adrenocortical Carcinoma/mortality , Adrenocortical Carcinoma/pathology , Male , Female , Middle Aged , Adrenal Cortex Neoplasms/genetics , Adrenal Cortex Neoplasms/mortality , Adult , Retrospective Studies , Aged , Genetic Predisposition to Disease , Young Adult , Biomarkers, Tumor/genetics , Aged, 80 and overABSTRACT
BACKGROUND: Adrenocortical carcinoma (ACC) is one of the most lethal endocrine malignancies and there is a lack of clinically useful markers for prognosis and patient stratification. Therefore our aim was to identify clinical and genetic markers that predict outcome in patients with ACC. METHODS: Clinical and genetic data from a total of 162 patients with ACC were analyzed by combining an independent cohort consisting of tumors from Yale School of Medicine, Karolinska Institutet, and Düsseldorf University (YKD) with two public databases [The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO)]. We used a novel bioinformatical pipeline combining differential expression and messenger RNA (mRNA)- and DNA-dependent survival. Data included reanalysis of previously conducted whole-exome sequencing (WES) for the YKD cohort, WES and RNA data for the TCGA cohort, and RNA data for the GEO cohort. RESULTS: We identified 3903 significant differentially expressed genes when comparing ACC and adrenocortical adenoma, and the mRNA expression levels of 461/3903 genes significantly impacted survival. Subsequent analysis revealed 45 of these genes to be mutated in patients with significantly worse survival. The relationship was significant even after adjusting for stage and age. Protein-protein interaction showed previously unexplored interactions among many of the 45 proteins, including the cancer-related proteins DNA polymerase delta 1 (POLD1), aurora kinase A (AURKA), and kinesin family member 23 (KIF23). Furthermore 14 of the proteins had significant interactions with TP53 which is the most frequently mutated gene in the germline of patients with ACC. CONCLUSIONS: Using a multiparameter approach, we identified 45 genes that significantly influenced survival. Notably, many of these genes have protein interactions not previously implicated in ACC. These findings may lay the foundation for improved prognostication and future targeted therapies.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Humans , Adrenocortical Carcinoma/genetics , Adrenocortical Carcinoma/mortality , Adrenal Cortex Neoplasms/genetics , Adrenal Cortex Neoplasms/mortality , Female , Male , Middle Aged , Adult , Prognosis , Genomics/methods , Exome Sequencing , Genetic Profile , Aged , Biomarkers, Tumor/genetics , Gene Expression Regulation, Neoplastic , Mutation , Gene Expression ProfilingABSTRACT
Adrenocortical carcinoma (ACC) is a rare yet devastating tumour of the adrenal gland with a molecular pathology that remains incompletely understood. To gain novel insights into the cellular landscape of ACC, we generated single-nuclei RNA sequencing (snRNA-seq) data sets from twelve ACC tumour samples and analysed these alongside snRNA-seq data sets from normal adrenal glands (NAGs). We find the ACC tumour microenvironment to be relatively devoid of immune cells compared to NAG tissues, consistent with known high tumour purity values for ACC as an immunologically "cold" tumour. Our analysis identifies three separate groups of ACC samples that are characterised by different relative compositions of adrenocortical cell types. These include cell populations that are specifically enriched in the most clinically aggressive and hormonally active tumours, displaying hallmarks of reorganised cell mechanobiology and dysregulated steroidogenesis, respectively. We also identified and validated a population of mitotically active adrenocortical cells that strongly overexpress genes POLQ, DIAPH3 and EZH2 to support tumour expansion alongside an LGR4+ progenitor-like or cell-of-origin candidate for adrenocortical carcinogenesis. Trajectory inference suggests the fate adopted by malignant adrenocortical cells upon differentiation is associated with the copy number or allelic balance state of the imprinted DLK1/MEG3 genomic locus, which we verified by assessing bulk tumour DNA methylation status. In conclusion, our results therefore provide new insights into the clinical and cellular heterogeneity of ACC, revealing how genetic perturbations to healthy adrenocortical renewal and zonation provide a molecular basis for disease pathogenesis.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Gene Expression Regulation, Neoplastic , Tumor Microenvironment , Humans , Adrenocortical Carcinoma/genetics , Adrenocortical Carcinoma/pathology , Adrenocortical Carcinoma/metabolism , Adrenal Cortex Neoplasms/genetics , Adrenal Cortex Neoplasms/pathology , Adrenal Cortex Neoplasms/metabolism , Tumor Microenvironment/genetics , Single-Cell Analysis , Intercellular Signaling Peptides and Proteins/genetics , Intercellular Signaling Peptides and Proteins/metabolism , Calcium-Binding Proteins , Membrane ProteinsABSTRACT
Adrenocortical carcinoma (ACC) is a rare and highly aggressive endocrine malignancy. Although surgery can cure localized disease, but the majority of patients experience recurrence of ACC. The 5-year survival rate of patients with metastatic ACC is <15%, and the prognosis is poor. Therefore, it is urgent to explore the potential diagnostic markers and therapeutic targets for ACC. Recently, it has been proved that non-coding RNA (ncRNAs) is widely involved in pathological and physiological processes, including tumorigenesis and development. Aberrantly expressed ncRNAs have been found to be involved in the pathogenesis of ACC. Here, we summarized the expression patterns and the molecular mechanism of the involvement of microRNAs (miRNAs), long non-coding RNAs (lncRNAs) and circular RNAs (circRNAs) in ACC development. To explore the clinical value of ncRNAs as noninvasive biomarkers of ACC, we also displayed the relationship between the expression level of ncRNAs and the diagnosis and prognosis of patients with ACC.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , MicroRNAs , RNA, Long Noncoding , Humans , Adrenocortical Carcinoma/genetics , RNA, Untranslated/genetics , MicroRNAs/genetics , MicroRNAs/metabolism , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , Adrenal Cortex Neoplasms/geneticsABSTRACT
Background: Adrenocortical carcinoma (ACC) is an aggressive endocrine malignancy with limited therapeutic options. Treating advanced ACC with mitotane, the cornerstone therapy, remains challenging, thus underscoring the significance to predict mitotane response prior to treatment and seek other effective therapeutic strategies. Objective: We aimed to determine the efficacy of mitotane via an in vitro assay using patient-derived ACC cells (PDCs), identify molecular biomarkers associated with mitotane response and preliminarily explore potential agents for ACC. Methods: In vitro mitotane sensitivity testing was performed in 17 PDCs and high-throughput screening against 40 compounds was conducted in 8 PDCs. Genetic features were evaluated in 9 samples using exomic and transcriptomic sequencing. Results: PDCs exhibited variable sensitivity to mitotane treatment. The median cell viability inhibition rate was 48.4% (IQR: 39.3-59.3%) and -1.2% (IQR: -26.4-22.1%) in responders (n=8) and non-responders (n=9), respectively. Median IC50 and AUC were remarkably lower in responders (IC50: 53.4 µM vs 74.7 µM, P<0.0001; AUC: 158.0 vs 213.5, P<0.0001). Genomic analysis revealed CTNNB1 somatic alterations were only found in responders (3/5) while ZNRF3 alterations only in non-responders (3/4). Transcriptomic profiling found pathways associated with lipid metabolism were upregulated in responder tumors whilst CYP27A1 and ABCA1 expression were positively correlated to in vitro mitotane sensitivity. Furthermore, pharmacologic analysis identified that compounds including disulfiram, niclosamide and bortezomib exhibited efficacy against PDCs. Conclusion: ACC PDCs could be useful for testing drug response, drug repurposing and guiding personalized therapies. Our results suggested response to mitotane might be associated with the dependency on lipid metabolism. CYP27A1 and ABCA1 expression could be predictive markers for mitotane response, and disulfiram, niclosamide and bortezomib could be potential therapeutics, both warranting further investigation.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Antineoplastic Agents, Hormonal , Mitotane , Pharmacogenomic Testing , Humans , Mitotane/therapeutic use , Adrenocortical Carcinoma/drug therapy , Adrenocortical Carcinoma/genetics , Adrenocortical Carcinoma/pathology , Adrenocortical Carcinoma/metabolism , Adrenal Cortex Neoplasms/drug therapy , Adrenal Cortex Neoplasms/genetics , Adrenal Cortex Neoplasms/pathology , Adrenal Cortex Neoplasms/metabolism , Female , Male , Antineoplastic Agents, Hormonal/therapeutic use , Antineoplastic Agents, Hormonal/pharmacology , Middle Aged , Adult , Aged , PharmacogeneticsABSTRACT
Background: Overexpression of the transcription factor NR5A1 and constitutive activation of canonical Wnt signalling leading to nuclear translocation of beta-catenin are hallmarks of malignancy in adrenocortical carcinoma (ACC). Based on the analysis of genomic profiles in H295R ACC cells, Mohan et al. (Cancer Res. 2023; 83: 2123-2141) recently suggested that a major determinant driving proliferation and differentiation in malignant ACC is the interaction of NR5A1 and beta-catenin on chromatin to regulate gene expression. Methods: I reanalyzed the same set of data generated by Mohan et al. and other published data of knockdown-validated NR5A1 and beta-catenin target genes. Results: Beta-catenin is mainly found in association to canonical T cell factor/lymphoid enhancer factor (TCF/LEF) motifs in genomic DNA. NR5A1 and beta-catenin regulate distinct target gene sets in ACC cells. Conclusion: Overall, my analysis suggests a model where NR5A1 overexpression and beta-catenin activation principally act independently, rather than functionally interacting, to drive ACC malignancy.
Subject(s)
Adrenal Cortex Neoplasms , Adrenocortical Carcinoma , Humans , Adrenocortical Carcinoma/genetics , Adrenocortical Carcinoma/pathology , beta Catenin/genetics , beta Catenin/metabolism , Gene Expression Regulation , Transcription Factors/metabolism , Adrenal Cortex Neoplasms/genetics , Adrenal Cortex Neoplasms/pathology , Steroidogenic Factor 1/geneticsSubject(s)
Humans , Male , Female , Infant, Newborn , Child , Genes, p53/genetics , Early Detection of Cancer/methods , Prognosis , Brazil , Adrenal Cortex/pathology , Adrenal Cortex/diagnostic imaging , Adrenal Cortex Neoplasms/surgery , Adrenal Cortex Neoplasms/diagnosis , Adrenal Cortex Neoplasms/genetics , Adrenal Cortex Neoplasms/epidemiology , Adrenocortical Carcinoma , Adrenocortical Carcinoma/surgery , Adrenocortical Carcinoma/diagnosis , Adrenocortical Carcinoma/genetics , Age of Onset , Adrenalectomy/methods , Diagnosis, Differential , Symptom Assessment , MutationABSTRACT
OBJECTIVE: Endostatin is a potent endogenous inhibitor of angiogenesis. It is derived from the proteolytic cleavage of collagen XVIII, which is encoded by the COL18A1 gene. A polymorphic COL18A1 allele encoding the functional polymorphism p.D104N impairs the activity of endostatin, resulting in a decreased ability to inhibit angiogenesis. This polymorphism has been previously analyzed in many types of cancer and has been considered a phenotype modulator in some benign and malignant tumors. However, these data are controversial, and different results have been reported for the same tumor types, such as prostate and breast cancer. The purpose of this study was to genotype the p.D104N variant in a cohort of pediatric and adult patients with adrenocortical tumors and to determine its possible association with the biological behavior of adrenocortical tumors. METHODS: DNA samples were obtained from 38 pediatric and 56 adult patients (0.6-75 yrs) with adrenocortical tumors. The DNA samples were obtained from peripheral blood, frozen tissue or paraffin-embedded tumor blocks when blood samples or fresh frozen tissue samples were unavailable. Restriction fragment length polymorphism analysis was used to genotype the patients and 150 controls. The potential associations of the p.D104N polymorphism with clinical and histopathological features and oncologic outcome (age of onset, tumor size, malignant tumor behavior, and clinical syndrome) were analyzed. RESULTS: Both the patient group and the control group were in Hardy-Weinberg equilibrium. The frequencies of the p.D104N polymorphism in the patient group were 81.9 percent (DD), 15.9 percent (DN) and 2.2 percent (NN). In the controls, these frequencies were 80.6 percent, 17.3 percent and 2.0 percent, respectively. We did not observe any association of this variant with clinical or histopathological features or oncologic outcome in our cohort of pediatric and adult patients with adrenocortical tumors.
Subject(s)
Adolescent , Adult , Aged , Child , Child, Preschool , Female , Humans , Infant , Male , Middle Aged , Young Adult , Adenoma/genetics , Adrenal Cortex Neoplasms/genetics , Adrenocortical Carcinoma/genetics , Endostatins/genetics , Genotype , Gene Frequency/genetics , Polymorphism, Genetic/genetics , DNA Mutational Analysis , Epidemiologic Methods , Genotyping TechniquesABSTRACT
The occurrence of metachronous adrenocortical carcinoma has rarely been described. We report a case of a child with virilizing adrenocortical metachronous tumors that, despite several metastases, presented long-term survival (15 years). We analyzed in this tumor IGF2, IGF1R and FGFR4 gene expression, and evaluated the presence of p.R337H germline p53 mutation and somatic CTNNB1 mutation. IGF2 gene was over-expressed in both left (Weiss score 5) and right (Weiss 7) adrenocortical tumors. IGF1R expression levels were higher in the right adrenocortical tumor. FGFR4 over-expression was also detected in the right adrenocortical tumor. In addition, this patient harbors the germline p.R337H p53 mutation and loss of heterozygosity (LOH) was detected in the tumors. No somatic CTNNB1 mutations were found in both tumors. In conclusion, we demonstrated in this unusual case the over-expression of growth signaling pathways, which are molecular mechanisms previously related to adrenocortical tumorigenesis. Furthermore, the absence of somatic CTNNB1 mutations, which is a molecular marker of poor prognosis in adults, might be related to the long-term survival of this patient.
A ocorrência de carcinomas adrenocorticais metacrônicos é raramente relatada. Descrevemos o caso de uma criança portadora de tumor adrenocortical virilizante metacrônico que, apesar das inúmeras metástases, apresentou uma longa sobrevida (15 anos). Analisamos nesse tumor a expressão gênica de IGF2, IGF1R e FGFR4 e avaliamos a presença da mutação germinativa R337H no p53 e mutação somática no gene CTNNB1. O gene IGF2 foi hiperexpresso nos tumores adrenocorticais esquerdo (Weiss 5) e direito (Weiss 7). Os níveis de expressão de IGF1R foram maiores no tumor direito. Hiperexpressão do gene FGFR4 também foi observada no tumor adrenocortical direito. Esse paciente é portador da mutação germinativa R337H no p53, e perda de heterozigose (LOH) foi observada em ambos os tumores. Não foram encontradas mutações no gene CTNNB1 nos tumores. Em conclusão, demonstramos neste caso a hiperexpressão de vias moleculares de crescimento, que são mecanismos previamente relacionados à tumorigênese adrenocortical. Além disso, não encontramos mutações somáticas no gene CTNNB1, que é um marcador molecular de mau prognóstico em adultos e poderia estar relacionado à longa sobrevida desse paciente.