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1.
Eur J Nucl Med Mol Imaging ; 51(12): 3643-3650, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-38896128

RESUMO

BACKGROUND: In patients affected with adrenocortical carcinoma (ACC), C-X-C motif chemokine receptor 4 (CXCR4) is highly expressed in sites of disease in an ex-vivo setting. We aimed to determine the predictive value of CXCR4-targeting [68Ga]Ga-PentixaFor PET/CT for outcome when compared to clinical parameters. METHODS: We identified 41 metastasized ACC patients imaged with [68Ga]Ga-PentixaFor PET/CT. Scans were assessed visually and on a quantitative level by manually segmenting the tumor burden (providing tumor volume [TV], peak/mean/maximum standardized uptake values [SUV] and tumor chemokine receptor binding on the cell surface [TRB], defined as SUVmean multiplied by tumor volume). Clinical parameters included sex, previous therapies, age, Weiss-Score, and Ki67 index. Following imaging, overall survival (OS) was recorded. RESULTS: After [68Ga]Ga-PentixaFor PET/CT, median OS was 9 months (range, 1-96 months). On univariable analysis, only higher TRB (per 10 ml, HR 1.004, 95%CI: 1.0001-1.007, P = 0.005) and presence of CXCR4-positive peritoneal metastases (PM) were associated with shorter OS (HR 2.03, 95%CI: 1.03-4.02, P = 0.04). Presence of CXCR4-positive liver metastases (LM) trended towards significance (HR 1.85, 0.9-4.1, P = 0.11), while all other parameters failed to predict survival. On multivariable analysis, only TRB was an independent predictor for OS (HR 1.0, 95%CI: 1.00-1.001, P = 0.02). On Kaplan-Meier analysis, TRB above median (13.3 months vs. below median, 6.4 months) and presence of CXCR4-positive PM (6.4 months, vs. no PM, 11.4 months) were associated with shorter survival (P < 0.05, respectively). Presence of LM, however, was also linked to less favorable outcome (8.5 months vs. no LM, 18.1 months), without reaching significance (P = 0.07). CONCLUSIONS: In advanced ACC, elevated tumor chemokine receptor binding on the tumor cell surface detected through [68Ga]Ga-PentixaFor PET/CT is an independent predictor for OS, while other imaging and clinical parameters failed to provide relevant prognostic information.


Assuntos
Neoplasias do Córtex Suprarrenal , Carcinoma Adrenocortical , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Receptores CXCR4 , Humanos , Receptores CXCR4/metabolismo , Masculino , Feminino , Pessoa de Meia-Idade , Carcinoma Adrenocortical/diagnóstico por imagem , Carcinoma Adrenocortical/metabolismo , Carcinoma Adrenocortical/patologia , Neoplasias do Córtex Suprarrenal/diagnóstico por imagem , Neoplasias do Córtex Suprarrenal/patologia , Neoplasias do Córtex Suprarrenal/metabolismo , Idoso , Adulto , Peptídeos Cíclicos , Complexos de Coordenação , Valor Preditivo dos Testes , Prognóstico
2.
Langenbecks Arch Surg ; 409(1): 316, 2024 Oct 21.
Artigo em Inglês | MEDLINE | ID: mdl-39432022

RESUMO

PURPOSE: Adrenocortical carcinoma (ACC) poses a significant challenge in healthcare due to its aggressive nature and rarity. Prior reports suggest a poorer prognosis associated with hormone-secreting neoplasms. This study aims to assess the impact of ACC hormonal status on patients' oncologic survival. METHODS: A comprehensive literature search of the Medline, Embase, Web of Science, CINAHL, CENTRAL and clinicaltrials.gov databases was undertaken. Utilized data involved Hazard Ratios derived from multivariable analysis in order to minimize exposure to confounding bias. Included studies were subsequently meta-analyzed using a Random effects model. RESULTS: Twelve studies incorporating 4483 patients were included in the quantitative analysis. Hormonally active ACCs comprised 48% of the entire pooled patient cohort and were found to be associated with significantly worse Overall Survival (HR 1.57, 95% Confidence Interval 1.39-1.78, p < 0.001). Disease-Free Survival was comparably impacted (HR 1.32, 95% CI 1.11-1.57, p < 0.001). Furthermore, cortisol secreting ACCs specifically, were also found to be associated with a 48% increase in the hazard of death or disease recurrence. Interstudy statistical heterogeneity was minimal among evaluated outcomes. CONCLUSIONS: Hormone-producing ACCs exhibit a poorer prognosis compared to non-secreting counterparts, with a 57% increased risk of death and a 32% increased risk of recurrence. These findings support the hypothesis that hormone production signifies an adverse tumor-specific feature, particularly when leading to hypercortisolemia, indicating an aggressive disease phenotype.


Assuntos
Neoplasias do Córtex Suprarrenal , Carcinoma Adrenocortical , Humanos , Carcinoma Adrenocortical/mortalidade , Carcinoma Adrenocortical/metabolismo , Carcinoma Adrenocortical/patologia , Neoplasias do Córtex Suprarrenal/mortalidade , Neoplasias do Córtex Suprarrenal/metabolismo , Neoplasias do Córtex Suprarrenal/patologia , Prognóstico , Taxa de Sobrevida , Hidrocortisona/metabolismo , Hidrocortisona/sangue
3.
Endocr J ; 71(8): 789-797, 2024 Aug 08.
Artigo em Inglês | MEDLINE | ID: mdl-38945931

RESUMO

The aim of this study was to determine the tissue expressions of vascular endothelial growth factor (VEGF) and endocan in adrenal cortical tumors and the factors associated with them. The study included 6 subjects with adrenocortical adenoma (ACA), 7 subjects with adrenocortical carcinoma (ACC), and 13 control subjects with a normal adrenal cortex. The status of VEGF and endocan expression was determined by the proportions of cells staining on a scale ranging from negative (not staining at all) to strongly positive. VEGF expression was detected in 1 (16.7%) of 6 subjects in the ACA group and in 6 (85.7%) of 7 subjects in the ACC group. VEGF expression was not detected in any of the subjects in the control group. Endocan expression was detected in 6 (100%) of 6 subjects in the ACA group and in 7 (100%) of 7 subjects in the ACC group, while it was detected in only 4 (30.7%) of 13 subjects in the control group. VEGF was expressed with a high frequency in subjects with ACC and with a low frequency in subjects with ACA, but it was not expressed in subjects with normal adrenal cortex tissue. Although endocan was expressed with a higher frequency in subjects with ACC and ACA, it was also expressed in subjects with normal adrenal cortex tissue. The percentage of cells expressed endocan in subjects with ACC was also significantly higher than in subjects with both ACA and normal adrenal cortex.


Assuntos
Neoplasias do Córtex Suprarrenal , Adenoma Adrenocortical , Carcinoma Adrenocortical , Proteínas de Neoplasias , Proteoglicanas , Fator A de Crescimento do Endotélio Vascular , Humanos , Neoplasias do Córtex Suprarrenal/metabolismo , Neoplasias do Córtex Suprarrenal/patologia , Neoplasias do Córtex Suprarrenal/genética , Masculino , Proteínas de Neoplasias/metabolismo , Proteínas de Neoplasias/biossíntese , Feminino , Proteoglicanas/metabolismo , Proteoglicanas/genética , Pessoa de Meia-Idade , Fator A de Crescimento do Endotélio Vascular/metabolismo , Adulto , Prognóstico , Adenoma Adrenocortical/metabolismo , Adenoma Adrenocortical/patologia , Adenoma Adrenocortical/genética , Carcinoma Adrenocortical/metabolismo , Carcinoma Adrenocortical/patologia , Idoso , Córtex Suprarrenal/metabolismo , Córtex Suprarrenal/patologia , Adulto Jovem
4.
Int J Mol Sci ; 25(16)2024 Aug 09.
Artigo em Inglês | MEDLINE | ID: mdl-39201408

RESUMO

Adrenal tumors, such as adrenocortical carcinoma (ACC), adrenocortical adenoma (ACA), and pheochromocytoma (PCC) are complex diseases with unclear causes and treatments. Mitochondria and mitochondrial-derived peptides (MDPs) are crucial for cancer cell survival. The primary aim of this study was to analyze samples from different adrenal diseases, adrenocortical carcinoma, adrenocortical adenoma, and pheochromocytoma, and compare them with normal adrenal tissue to determine whether the expression levels of the mitochondrial open reading frame of the 12S rRNA type-c (MOTS-c) gene and protein vary between different types of adrenal tumors compared to healthy controls using qPCR, ELISA, and IHC methods. Results showed decreased MOTS-c mRNA expression in all adrenal tumors compared to controls, while serum MOTS-c protein levels increased in ACA and PCC but not in ACC. The local distribution of MOTS-c protein in adrenal tissue was reduced in all tumors. Notably, MOTS-c protein expression declined with ACC progression (stages III and IV) but was unrelated to patient age or sex. Tumor size and testosterone levels positively correlated with MOTS-c mRNA but negatively with serum MOTS-c protein. Additionally, serum MOTS-c protein correlated positively with glucose, total cholesterol, HDL, LDL, and SHGB levels. These findings suggest disrupted expression of MOTS-c in the spectrum of adrenal diseases, which might be caused by mechanisms involving increased mitochondrial dysfunction and structural changes in the tissue associated with disease progression. This study provides a detailed examination of MOTS-c mRNA and protein in adrenal tumors, indicating the potential role of MDPs in tumor biology and progression.


Assuntos
Neoplasias das Glândulas Suprarrenais , Feocromocitoma , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Neoplasias das Glândulas Suprarrenais/genética , Neoplasias das Glândulas Suprarrenais/metabolismo , Neoplasias das Glândulas Suprarrenais/patologia , Neoplasias das Glândulas Suprarrenais/sangue , Adulto , Feocromocitoma/genética , Feocromocitoma/metabolismo , Feocromocitoma/patologia , Feocromocitoma/sangue , Proteínas Mitocondriais/genética , Proteínas Mitocondriais/metabolismo , Regulação Neoplásica da Expressão Gênica , Idoso , Adenoma Adrenocortical/genética , Adenoma Adrenocortical/metabolismo , Adenoma Adrenocortical/patologia , Adenoma Adrenocortical/sangue , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Carcinoma Adrenocortical/genética , Carcinoma Adrenocortical/metabolismo , Carcinoma Adrenocortical/patologia , Carcinoma Adrenocortical/sangue , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Biomarcadores Tumorais/sangue
5.
Int J Cancer ; 153(1): 210-223, 2023 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-36971100

RESUMO

Adrenocortical carcinoma (ACC) is a rare endocrine malignancy with a high risk of relapse and metastatic spread. The actin-bundling protein fascin (FSCN1) is overexpressed in aggressive ACC and represents a reliable prognostic indicator. FSCN1 has been shown to synergize with VAV2, a guanine nucleotide exchange factor for the Rho/Rac GTPase family, to enhance the invasion properties of ACC cancer cells. Based on those results, we investigated the effects of FSCN1 inactivation by CRISPR/Cas9 or pharmacological blockade on the invasive properties of ACC cells, both in vitro and in an in vivo metastatic ACC zebrafish model. Here, we showed that FSCN1 is a transcriptional target for ß-catenin in H295R ACC cells and that its inactivation resulted in defects in cell attachment and proliferation. FSCN1 knock-out modulated the expression of genes involved in cytoskeleton dynamics and cell adhesion. When Steroidogenic Factor-1 (SF-1) dosage was upregulated in H295R cells, activating their invasive capacities, FSCN1 knock-out reduced the number of filopodia, lamellipodia/ruffles and focal adhesions, while decreasing cell invasion in Matrigel. Similar effects were produced by the FSCN1 inhibitor G2-044, which also diminished the invasion of other ACC cell lines expressing lower levels of FSCN1 than H295R. In the zebrafish model, metastases formation was significantly reduced in FSCN1 knock-out cells and G2-044 significantly reduced the number of metastases formed by ACC cells. Our results indicate that FSCN1 is a new druggable target for ACC and provide the rationale for future clinical trials with FSCN1 inhibitors in patients with ACC.


Assuntos
Neoplasias do Córtex Suprarrenal , Carcinoma Adrenocortical , Animais , Neoplasias do Córtex Suprarrenal/tratamento farmacológico , Neoplasias do Córtex Suprarrenal/genética , Neoplasias do Córtex Suprarrenal/metabolismo , Carcinoma Adrenocortical/tratamento farmacológico , Carcinoma Adrenocortical/genética , Carcinoma Adrenocortical/metabolismo , Linhagem Celular Tumoral , Proliferação de Células , Regulação Neoplásica da Expressão Gênica , Recidiva Local de Neoplasia/tratamento farmacológico , Recidiva Local de Neoplasia/genética , Peixe-Zebra
6.
Int J Mol Sci ; 24(4)2023 Feb 10.
Artigo em Inglês | MEDLINE | ID: mdl-36835002

RESUMO

Steroidogenic factor-1 (SF-1, also termed Ad4BP; NR5A1 in the official nomenclature) is a nuclear receptor transcription factor that plays a crucial role in the regulation of adrenal and gonadal development, function and maintenance. In addition to its classical role in regulating the expression of P450 steroid hydroxylases and other steroidogenic genes, involvement in other key processes such as cell survival/proliferation and cytoskeleton dynamics have also been highlighted for SF-1. SF-1 has a restricted pattern of expression, being expressed along the hypothalamic-pituitary axis and in steroidogenic organs since the time of their establishment. Reduced SF-1 expression affects proper gonadal and adrenal organogenesis and function. On the other hand, SF-1 overexpression is found in adrenocortical carcinoma and represents a prognostic marker for patients' survival. This review is focused on the current knowledge about SF-1 and the crucial importance of its dosage for adrenal gland development and function, from its involvement in adrenal cortex formation to tumorigenesis. Overall, data converge towards SF-1 being a key player in the complex network of transcriptional regulation within the adrenal gland in a dosage-dependent manner.


Assuntos
Carcinoma Adrenocortical , Fator Esteroidogênico 1 , Humanos , Neoplasias do Córtex Suprarrenal/metabolismo , Carcinoma Adrenocortical/metabolismo , Fatores de Transcrição Fushi Tarazu , Proteínas de Homeodomínio , Fator Esteroidogênico 1/metabolismo , Fatores de Transcrição/metabolismo
7.
Cancer Sci ; 113(7): 2368-2377, 2022 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35467062

RESUMO

Adrenocortical carcinoma (ACC) is a rare malignant tumor. Genetic abnormalities that may represent therapeutic targets and prognostic factors in ACC remain unclear. Besides being one of the main cellular defense mechanisms that regulates antioxidant pathways for detoxifying reactive oxygen species (ROS), the transcription factor nuclear factor erythroid 2-related factor 2 (Nrf2) promotes tumor proliferation by increasing metabolic activity. In surgical specimens from 12 cases of nonmetastatic ACCs and nine cases of benign adrenocortical adenoma (ACA), we investigated gene mutation and protein expressions for Nrf2 and the preoperative maximum standard glucose uptake (SUVmax) on [18 F]fluorodeoxy-glucose positron emission tomography. Three of five ACCs with a Weiss score of 7 to 9 were Nrf2 mutants; these ACCs had higher expression of Nrf2 and higher preoperative SUVmax. The other seven ACCs had a Weiss score of 3 to 6; these seven ACCs and all the ACAs were non-Nrf2 gene mutants. Patients with a Weiss score of 7 to 9 and Nrf2 mutant ACC had shorter overall survival. Based on Helsinki scoring, three ACCs with a Helsinki score greater than 17 had Nrf2 mutants, higher expression of Nrf2, higher preoperative SUVmax, and shorter overall survival. Our findings indicate that Nrf2 activation and the associated increase in metabolism play roles in ACC, in particular in ACC with a Weiss score of 7 to 9 and a Helsinki score of greater than 17.


Assuntos
Neoplasias do Córtex Suprarrenal , Adenoma Adrenocortical , Carcinoma Adrenocortical , Fator 2 Relacionado a NF-E2 , Neoplasias do Córtex Suprarrenal/genética , Neoplasias do Córtex Suprarrenal/metabolismo , Neoplasias do Córtex Suprarrenal/patologia , Adenoma Adrenocortical/genética , Adenoma Adrenocortical/metabolismo , Adenoma Adrenocortical/patologia , Carcinoma Adrenocortical/genética , Carcinoma Adrenocortical/metabolismo , Carcinoma Adrenocortical/patologia , Humanos , Mutação , Fator 2 Relacionado a NF-E2/genética , Tomografia por Emissão de Pósitrons
8.
J Transl Med ; 20(1): 78, 2022 02 05.
Artigo em Inglês | MEDLINE | ID: mdl-35123514

RESUMO

BACKGROUND: Adrenocortical carcinoma (ACC) is an aggressive and rare malignant tumor and is prone to local invasion and metastasis. And, overexpressed Centromere Protein F (CENPF) is closely related to the oncogenesis of various neoplasms, including ACC. However, the prognosis and exact biological function of CENPF in ACC remains largely unclear. METHODS: In the present essay, the expression patterns and prognostic value of CENPF in ACC were investigated in clinical specimens and public cancer databases, including GEO and TCGA. The potential signaling mechanism of CENPF in ACC was studied based on gene-set enrichment analysis (GSEA). Furthermore, a small RNA interference experiment was conducted to probe the underlying biological function of CENPF in the human ACC cell line, SW13 cells. Lastly, two available therapeutic strategies, including immunotherapy and chemotherapy, have been further explored. RESULTS: The expression of CENPF in human ACC samples, GEO, and TCGA databases depicted that CENPF was overtly hyper-expressed in ACC patients and positively correlated with tumor stage. The aberrant expression of CENPF was significantly correlated with unfavorable overall survival (OS) in ACC patients. Then, the GSEA analysis declared that CENPF was mainly involved in the G2/M-phase mediated cell cycle and p53 signaling pathway. Further, the in vitro experiment demonstrated that the interaction between CENPF and CDK1 augmented the G2/M-phase transition of mitosis, cell proliferation and might induce p53 mediated anti-tumor effect in human ACC cell line, SW13 cells. Lastly, immune infiltration analysis highlighted that ACC patients with high CENPF expression harbored significantly different immune cell populations, and high TMB/MSI score. The gene-drug interaction network stated that CENPF inhibitors, such as Cisplatin, Sunitinib, and Etoposide, might serve as potential drugs for the therapy of ACC. CONCLUSION: The result points out that CENPF is significantly overexpressed in ACC patients. The overexpressed CENPF predicts a poor prognosis of ACC and might augment the progress of ACC. Thus, CENPF and related genes might serve as a novel prognostic biomarker or latent therapeutic target for ACC patients.


Assuntos
Neoplasias do Córtex Suprarrenal , Carcinoma Adrenocortical , Proteína Quinase CDC2 , Proteínas Cromossômicas não Histona , Proteínas dos Microfilamentos , Neoplasias do Córtex Suprarrenal/genética , Neoplasias do Córtex Suprarrenal/metabolismo , Neoplasias do Córtex Suprarrenal/patologia , Carcinoma Adrenocortical/genética , Carcinoma Adrenocortical/metabolismo , Carcinoma Adrenocortical/patologia , Proteína Quinase CDC2/genética , Proteína Quinase CDC2/metabolismo , Ciclo Celular/genética , Proteínas Cromossômicas não Histona/genética , Proteínas Cromossômicas não Histona/metabolismo , Regulação Neoplásica da Expressão Gênica , Humanos , Proteínas dos Microfilamentos/genética , Proteínas dos Microfilamentos/metabolismo , Transdução de Sinais
9.
J Transl Med ; 20(1): 444, 2022 10 02.
Artigo em Inglês | MEDLINE | ID: mdl-36184616

RESUMO

BACKGROUND: Adrenocortical carcinoma (ACC) is an extremely rare, aggressive tumor with few effective therapeutic options or drugs. Mitotane (Mtn), which is the only authorized therapeutic drug, came out in 1970 and is still the only first-line treatment for ACC in spite of serious adverse reaction and a high recurrence rate. METHODS: By in silico analysis of the ACC dataset in the cancer genome atlas (TCGA), we determined that high expression levels of cyclin-dependent kinase-1 (CDK1) were significantly related to the adverse clinical outcomes of ACC. In vitro and in vivo experiments were performed to evaluate the role of CDK1 in ACC progression through gain and loss of function assays in ACC cells. CDK1 inhibitors were screened to identify potential candidates for the treatment of ACC. RNA sequencing, co-immunoprecipitation, and immunofluorescence assays were used to elucidate the mechanism. RESULTS: Overexpression of CDK1 in ACC cell lines promoted proliferation and induced the epithelial-to-mesenchymal transition (EMT), whereas knockdown of CDK1 expression inhibited growth of ACC cell lines. The CDK1 inhibitor, cucurbitacin E (CurE), had the best inhibitory effect with good time-and dose-dependent activity both in vitro and in vivo. CurE had a greater inhibitory effect on ACC xenografts in nude mice than mitotane, without obvious adverse effects. Most importantly, combined treatment with CurE and mitotane almost totally eliminated ACC tumors. With respect to mechanism, CDK1 facilitated the EMT of ACC cells via Slug and Twist and locked ACC cells into the G2/M checkpoint through interaction with UBE2C and AURKA/B. CDK1 also regulated pyroptosis, apoptosis, and necroptosis (PANoptosis) of ACC cells through binding with the PANoptosome in a ZBP1-dependent way. CONCLUSIONS: CDK1 could be exploited as an essential therapeutic target of ACC via regulating the EMT, the G2/M checkpoint, and PANoptosis. Thus, CurE may be a potential candidate drug for ACC therapy with good safety and efficacy, which will meet the great need of patients with ACC.


Assuntos
Neoplasias do Córtex Suprarrenal , Carcinoma Adrenocortical , Neoplasias do Córtex Suprarrenal/tratamento farmacológico , Neoplasias do Córtex Suprarrenal/genética , Neoplasias do Córtex Suprarrenal/metabolismo , Carcinoma Adrenocortical/tratamento farmacológico , Carcinoma Adrenocortical/genética , Carcinoma Adrenocortical/metabolismo , Animais , Apoptose , Aurora Quinase A/genética , Aurora Quinase A/farmacologia , Aurora Quinase A/uso terapêutico , Proteína Quinase CDC2/genética , Proteína Quinase CDC2/farmacologia , Divisão Celular , Linhagem Celular Tumoral , Proliferação de Células , Transição Epitelial-Mesenquimal , Humanos , Camundongos , Camundongos Nus , Mitotano/farmacologia , Mitotano/uso terapêutico , Necroptose , Piroptose , Proteínas de Ligação a RNA
10.
Nucleic Acids Res ; 48(W1): W252-W261, 2020 07 02.
Artigo em Inglês | MEDLINE | ID: mdl-32319523

RESUMO

MicroRNAs (miRNAs) are small non-coding RNAs that are involved in the regulation of major pathways in eukaryotic cells through their binding to and repression of multiple mRNAs. With high-throughput methodologies, various outcomes can be measured that produce long lists of miRNAs that are often difficult to interpret. A common question is: after differential expression or phenotypic screening of miRNA mimics, which miRNA should be chosen for further investigation? Here, we present miRViz (http://mirviz.prabi.fr/), a webserver application designed to visualize and interpret large miRNA datasets, with no need for programming skills. MiRViz has two main goals: (i) to help biologists to raise data-driven hypotheses and (ii) to share miRNA datasets in a straightforward way through publishable quality data representation, with emphasis on relevant groups of miRNAs. MiRViz can currently handle datasets from 11 eukaryotic species. We present real-case applications of miRViz, and provide both datasets and procedures to reproduce the corresponding figures. MiRViz offers rapid identification of miRNA families, as demonstrated here for the miRNA-320 family, which is significantly exported in exosomes of colon cancer cells. We also visually highlight a group of miRNAs associated with pluripotency that is particularly active in control of a breast cancer stem-cell population in culture.


Assuntos
MicroRNAs/metabolismo , Software , Neoplasias do Córtex Suprarrenal/genética , Neoplasias do Córtex Suprarrenal/metabolismo , Neoplasias do Córtex Suprarrenal/mortalidade , Carcinoma Adrenocortical/genética , Carcinoma Adrenocortical/metabolismo , Carcinoma Adrenocortical/mortalidade , Animais , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Neoplasias do Colo/genética , Neoplasias do Colo/metabolismo , Conjuntos de Dados como Assunto , Exossomos/metabolismo , Feminino , Humanos , Internet , Camundongos , MicroRNAs/genética , Células-Tronco Neoplásicas/metabolismo
11.
Proc Natl Acad Sci U S A ; 116(44): 22269-22274, 2019 10 29.
Artigo em Inglês | MEDLINE | ID: mdl-31611400

RESUMO

Adrenocortical carcinomas (ACCs) are rare and highly malignant cancers associated with poor survival of patients. Currently, mitotane, a nonspecific derivative of the pesticide DDT (1,1-(dichlorobiphenyl)-2,2-dichloroethane), is used as the standard treatment, but its mechanism of action in ACCs remains elusive. Here we demonstrate that the human ACC NCI-H295R cell line is remarkably sensitive to induction of ferroptosis, while mitotane does not induce this iron-dependent mode of regulated necrosis. Supplementation with insulin, transferrin, and selenium (ITS) is commonly used to keep NCI-H295R cells in cell culture. We show that this supplementation prevents spontaneous ferroptosis, especially when it contains polyunsaturated fatty acids (PUFAs), such as linoleic acid. Inhibitors of apoptosis (zVAD, emricasan) do not prevent the mitotane-induced cell death but morphologically prevent membrane blebbing. The expression of glutathione peroxidase 4 (GPX4) in H295R cells, however, is significantly higher when compared to HT1080 fibrosarcoma cells, suggesting a role for ferroptosis. Direct inhibition of GPX4 in H295R cells led to high necrotic populations compared to control, while cotreatment with ferrostatin-1 (Fer-1) completely reverted ferroptosis. Interestingly, the analysis of public databases revealed that several key players of the ferroptosis pathway are hypermethylated and/or mutated in human ACCs. Finally, we also detected that growth hormone-releasing hormone (GHRH) antagonists, such as MIA602, kill H295R cells in a nonapoptotic manner. In summary, we found elevated expression of GPX4 and higher sensitivity to ferroptosis in ACCs. We hypothesize that instead of treatment with mitotane, human adrenocortical carcinomas may be much more sensitive to induction of ferroptosis.


Assuntos
Neoplasias do Córtex Suprarrenal/metabolismo , Carcinoma Adrenocortical/metabolismo , Ferroptose/efeitos dos fármacos , Células 3T3 , Animais , Apoptose/efeitos dos fármacos , Células HEK293 , Células HT29 , Humanos , Insulina/metabolismo , Ferro/metabolismo , Ácido Linoleico/metabolismo , Camundongos , Mitotano/toxicidade , Fosfolipídeo Hidroperóxido Glutationa Peroxidase/genética , Fosfolipídeo Hidroperóxido Glutationa Peroxidase/metabolismo , Selênio/metabolismo , Sermorelina/análogos & derivados , Sermorelina/farmacologia , Transferrina/metabolismo
12.
J Cell Mol Med ; 25(8): 3898-3911, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33626208

RESUMO

This study aims to construct a robust prognostic model for adult adrenocortical carcinoma (ACC) by large-scale multiomics analysis and real-world data. The RPPA data, gene expression profiles and clinical information of adult ACC patients were obtained from The Cancer Proteome Atlas (TCPA), Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA). Integrated prognosis-related proteins (IPRPs) model was constructed. Immunohistochemistry was used to validate the prognostic value of the IPRPs model in Fudan University Shanghai Cancer Center (FUSCC) cohort. 76 ACC cases from TCGA and 22 ACC cases from GSE10927 in NCBI's GEO database with full data for clinical information and gene expression were utilized to validate the effectiveness of the IPRPs model. Higher FASN (P = .039), FIBRONECTIN (P < .001), TFRC (P < .001), TSC1 (P < .001) expression indicated significantly worse overall survival for adult ACC patients. Risk assessment suggested significantly a strong predictive capacity of IPRPs model for poor overall survival (P < .05). IPRPs model showed a little stronger ability for predicting prognosis than Ki-67 protein in FUSCC cohort (P = .003, HR = 3.947; P = .005, HR = 3.787). In external validation of IPRPs model using gene expression data, IPRPs model showed strong ability for predicting prognosis in TCGA cohort (P = .005, HR = 3.061) and it exhibited best ability for predicting prognosis in GSE10927 cohort (P = .0898, HR = 2.318). This research constructed IPRPs model for predicting adult ACC patients' prognosis using proteomic data, gene expression data and real-world data and this prognostic model showed stronger predictive value than other biomarkers (Ki-67, Beta-catenin, etc) in multi-cohorts.


Assuntos
Neoplasias do Córtex Suprarrenal/patologia , Carcinoma Adrenocortical/patologia , Biomarcadores Tumorais/genética , Biologia Computacional/métodos , Regulação Neoplásica da Expressão Gênica , Modelos Estatísticos , Microambiente Tumoral , Neoplasias do Córtex Suprarrenal/genética , Neoplasias do Córtex Suprarrenal/metabolismo , Carcinoma Adrenocortical/genética , Carcinoma Adrenocortical/metabolismo , Idoso , Biomarcadores Tumorais/metabolismo , Feminino , Seguimentos , Perfilação da Expressão Gênica , Humanos , Masculino , Prognóstico , Estudos Retrospectivos , Taxa de Sobrevida
13.
J Cell Mol Med ; 25(21): 10061-10072, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34664400

RESUMO

Adrenocortical carcinoma (ACC) is a rare but highly aggressive malignancy. Nearly half of ACC tumours overproduce and secrete adrenal steroids. Excess cortisol secretion, in particular, has been associated with poor prognosis among ACC patients. Furthermore, recent immunotherapy clinical trials have demonstrated significant immunoresistance among cortisol-secreting ACC (CS-ACC) patients when compared to their non-cortisol-secreting (nonCS-ACC) counterparts. The immunosuppressive role of excess glucocorticoid therapies and hypersecretion is known; however, the impact of the cortisol hypersecretion on ACC tumour microenvironment (TME), immune expression profiles and immune cell responses remain largely undefined. In this study, we characterized the TME of ACC patients and compared the immunogenomic profiles of nonCS-ACC and CS-ACC tumours to assess the impact of differentially expressed genes (DEGs) by utilizing The Cancer Genome Atlas (TCGA) database. Immunogenomic comparison (CS- vs. nonCS-ACC tumour TMEs) demonstrated an immunosuppressive expression profile with a direct impact on patient survival. We identified several primary prognostic indicators and potential targets within ACC tumour immune landscape. Differentially expressed immune genes with prognostic significance provide additional insight into the understanding of potential contributory mechanisms underlying failure of initial immunotherapeutic trials and poor prognosis of patients with CS-ACC.


Assuntos
Neoplasias do Córtex Suprarrenal/etiologia , Neoplasias do Córtex Suprarrenal/metabolismo , Carcinoma Adrenocortical/etiologia , Carcinoma Adrenocortical/metabolismo , Biologia Computacional , Hidrocortisona/metabolismo , Neoplasias do Córtex Suprarrenal/patologia , Carcinoma Adrenocortical/patologia , Biologia Computacional/métodos , Bases de Dados Genéticas , Suscetibilidade a Doenças , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Linfócitos do Interstício Tumoral/imunologia , Linfócitos do Interstício Tumoral/metabolismo , Linfócitos do Interstício Tumoral/patologia , Macrófagos Associados a Tumor/imunologia , Macrófagos Associados a Tumor/metabolismo , Macrófagos Associados a Tumor/patologia
14.
Horm Metab Res ; 53(11): 709-716, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34740271

RESUMO

Adrenocortical carcinoma (ACC) is a rare but very aggressive endocrine malignancy with poor survival. Histopathology is important for diagnosis, while in some cases immunohistochemical markers and gene profiling of the resected tumor may be superior to current staging systems to determine prognosis. We aimed to present the 20-year experience at a tertiary hospital in patients with ACCs and correlate the immunohistochemical characteristics of ACCs with the clinical and morphological characteristics of the tumors and the survival of the patients. Forty-five patients with ACC were included in the study. All the resections were R0. The tumor size and weight, the disease stage (ENSAT classification), Weiss score and Helsinki score were examined along with immunohistochemical expression of inhibin-A, melan A, calretinin, Ki67, synaptophysin, p53, vimentin, CKAE1/AE3. The male to female ratio was 1:1.37. The median age at diagnosis was 55.5 years (IQR 19-77). The median size of ACCs was 9 cm (IQR 3.5-22 cm) and the median weight 127 g (IQR 18-1400 g). The median follow up period was 18 months (IQR 1-96). Ki67 varied from<1% to 75% (median: 16.4%). The expression of melan-A and lower expression of Ki-67 (≤4) were independently associated with longer OS time (p=0.01 and p=0.04, respectively). In multivariable analysis, tumor volume>400 cm3 (p=0.046), Weiss score>5 (p=0.007) and overexpression of p53 (p=0.036) were independent risk factors for shorter survival. Adrenocortical carcinoma is a rare and very aggressive endocrine malignancy. The most important factors that determine long-term prognosis of ACC are the disease stage at diagnosis, the Weiss score, and the Ki67 index. Immunohistochemical markers such as melan A could also serve as prognostic factors.


Assuntos
Neoplasias do Córtex Suprarrenal , Carcinoma Adrenocortical , Biomarcadores Tumorais/metabolismo , Neoplasias do Córtex Suprarrenal/diagnóstico , Neoplasias do Córtex Suprarrenal/metabolismo , Neoplasias do Córtex Suprarrenal/terapia , Carcinoma Adrenocortical/diagnóstico , Carcinoma Adrenocortical/metabolismo , Carcinoma Adrenocortical/terapia , Adulto , Idoso , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Retrospectivos
15.
Med Sci Monit ; 27: e928523, 2021 03 05.
Artigo em Inglês | MEDLINE | ID: mdl-33667214

RESUMO

BACKGROUND Adrenocortical carcinoma (ACC) is an aggressive cancer with heterogeneous outcomes. In this study, we aimed to investigate genomic and prognostic features of ACC. MATERIAL AND METHODS Clinical, pathologic, and transcriptomic data from 2 independent datasets derived from ACC samples (TCGA-ACC dataset, GEO-GSE76021 dataset) were collected. Weighted gene co-expression network analysis (WGCNA) and survival analyses were performed to identify prognostic genes. Pathway analysis was performed for mechanistic analysis. xCell deconvolution was performed for tumor microenvironment analysis. RESULTS In the TCGA-ACC cohort, WGCNA identified a prognostic module of 5408 genes. Differential expression analysis identified 1969 genes that differed in expression level between long-term and short-term survivors. Univariate Cox regression model analysis identified 8393 genes with prognostic value. The intersection of these gene sets included 820 prognostic genes. Similar protocols were performed for the GSE76021 dataset, and 5 candidate genes were identified. Further intersection of these genes finally identified NDRG4 and CKS2 as key prognostic genes. Multivariate Cox regression model analysis validated the prognostic value of NDRG4 (HR=0.61, 95% CI 0.46-0.80) and CKS2 (HR=2.52, 95% CI 1.38-4.60). Moreover, NDRG4 and CKS2 expression predicted survival in patients treated with mitotane (P<0.001). Further mechanism exploration found an association between CKS2 and DNA mismatch repair pathways. Moreover, NDRG4 positively correlated with CD8⁺ T cell infiltration, while CKS2 negatively correlated with it. CONCLUSIONS We identified NDRG4 and CKS2 expression as key prognostic genes in ACC, which may help in risk stratification of ACC. Moreover, a close relationship was found between CKS2 and mismatch repair pathways. Moreover, immune cell infiltration differed according to NDRG4 and CKS2 expression.


Assuntos
Carcinoma Adrenocortical/genética , Quinases relacionadas a CDC2 e CDC28/genética , Proteínas de Ciclo Celular/genética , Proteínas Musculares/genética , Proteínas do Tecido Nervoso/genética , Neoplasias do Córtex Suprarrenal/genética , Neoplasias do Córtex Suprarrenal/mortalidade , Carcinoma Adrenocortical/metabolismo , Carcinoma Adrenocortical/mortalidade , Adulto , Biomarcadores Tumorais/genética , Quinases relacionadas a CDC2 e CDC28/metabolismo , Proteínas de Ciclo Celular/metabolismo , Linhagem Celular Tumoral , Proliferação de Células/genética , Feminino , Perfilação da Expressão Gênica/métodos , Regulação Neoplásica da Expressão Gênica/genética , Humanos , Masculino , Pessoa de Meia-Idade , Proteínas Musculares/metabolismo , Proteínas do Tecido Nervoso/metabolismo , Prognóstico , Modelos de Riscos Proporcionais , Proteínas Quinases/genética , Análise de Sobrevida , Transcriptoma/genética , Microambiente Tumoral
16.
Int J Mol Sci ; 22(3)2021 Jan 27.
Artigo em Inglês | MEDLINE | ID: mdl-33513905

RESUMO

Adrenocortical carcinoma (ACC) is a rare malignancy that is associated with a dismal prognosis. Pan-genomic studies have demonstrated the involvement of ATRX and ZNRF3 genes in adrenocortical tumorigenesis. Our aims were to evaluate the protein expression of ATRX and ZNRF3 in a cohort of 82 adults with ACC and to establish their prognostic value. Two pathologists analyzed immuno-stained slides of a tissue microarray. The low protein expression of ATRX and ZNRF3 was associated with a decrease in overall survival (OS) (p = 0.045, p = 0.012, respectively). The Cox regression for ATRX protein expression of >1.5 showed a hazard ratio (HR) for OS of 0.521 (95% CI 0.273-0.997; p = 0.049) when compared with ≤1.5; for ZNRF3 expression >2, the HR for OS was 0.441 (95% CI, 0.229-0.852; p = 0.015) when compared with ≤2. High ATRX and ZNRF3 protein expressions were associated with optimistic recurrence-free survival (RFS) (p = 0.027 and p = 0.005, respectively). The Cox regression of RFS showed an HR of 0.332 (95%CI, 0.111-0.932) for ATRX expression >2.7 (p = 0.037), and an HR of 0.333 (95%CI, 0.140-0.790) for ZNRF3 expression >2 (p = 0.013). In conclusion, low protein expression of ATRX and ZNRF3 are negative prognostic markers of ACC; however, different cohorts should be evaluated to validate these findings.


Assuntos
Neoplasias do Córtex Suprarrenal/metabolismo , Neoplasias do Córtex Suprarrenal/mortalidade , Carcinoma Adrenocortical/metabolismo , Carcinoma Adrenocortical/mortalidade , Recidiva Local de Neoplasia/metabolismo , Ubiquitina-Proteína Ligases/metabolismo , Proteína Nuclear Ligada ao X/metabolismo , Adolescente , Neoplasias do Córtex Suprarrenal/patologia , Carcinoma Adrenocortical/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais/metabolismo , Estudos de Coortes , Intervalo Livre de Doença , Feminino , Humanos , Imuno-Histoquímica , Estimativa de Kaplan-Meier , Antígeno Ki-67/metabolismo , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/patologia , Prognóstico , Análise de Regressão , Análise Serial de Tecidos
17.
Invest New Drugs ; 38(5): 1421-1429, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-31984451

RESUMO

Background Adrenocortical carcinoma (ACC) is a rare and aggressive malignancy with very limited treatment options. Nevanimibe HCl (formerly ATR-101), a novel adrenal-specific sterol O-acyltransferase 1 (SOAT1) inhibitor, has been shown in nonclinical studies to decrease adrenal steroidogenesis at lower doses and to cause apoptosis of adrenocortical cells at higher doses. Methods This phase 1, multicenter, open-label study assessed the safety and pharmacokinetics (PK) of nevanimibe in adults with metastatic ACC (NCT01898715). A "3 + 3" dose-escalation design was used. Adverse events (AEs), PK, and tumor response based on Response Evaluation Criteria in Solid Tumors (RECIST) version 1.1 were evaluated every 2 months. Results 63 patients with metastatic ACC, all of whom had previously failed systemic chemotherapy and only 2 of whom were mitotane-naïve, were dosed with oral nevanimibe at doses ranging from 1.6 mg/kg/day to 158.5 mg/kg/day. Subjects who did not experience tumor progression or a dose-limiting toxicity (DLT) could continue to receive additional cycles. No patients experienced a complete or partial response; however, 13 of the 48 (27%) patients who underwent imaging at 2 months had stable disease (SD), and 4 of these had SD > 4 months. In addition, drug-related adrenal insufficiency, considered a pharmacologic effect of nevanimibe, was observed in two patients. The most common treatment-emergent AEs were gastrointestinal disorders (76%), including diarrhea (44%) and vomiting (35%). A maximum tolerated dose (MTD) could not be defined, as very few dose-limiting toxicities (DLTs) occurred. Because the large number of tablets required at the highest dose (i.e., ~24 tablets/day) resulted in low-grade gastrointestinal adverse effects, a maximum feasible dose of 128.2 mg/kg/day was established as a dose that could be taken on a long-term basis. Conclusions This study demonstrated the safety of nevanimibe at doses of up to ~6000 mg BID. As the total number of tablets required to achieve an MTD exceeded practical administration limits, a maximum feasible dose was defined. Given that the expected exposure levels necessary for an apoptotic effect could not be achieved, the current formulation of nevanimibe had limited efficacy in patients with advanced ACC.


Assuntos
Neoplasias do Córtex Suprarrenal/tratamento farmacológico , Carcinoma Adrenocortical/tratamento farmacológico , Esterol O-Aciltransferase/antagonistas & inibidores , Ureia/análogos & derivados , Neoplasias do Córtex Suprarrenal/metabolismo , Neoplasias do Córtex Suprarrenal/patologia , Carcinoma Adrenocortical/metabolismo , Carcinoma Adrenocortical/patologia , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Comprimidos , Ureia/administração & dosagem , Ureia/efeitos adversos , Ureia/sangue , Ureia/farmacocinética
18.
Cytokine ; 126: 154862, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31634687

RESUMO

Stimulation of H295R adrenocortical carcinoma cells with angiotensin II or cytokines induces the secretion of the chemokine interleukin-8 (IL-8). Here, we have analyzed the molecular mechanism of stimulus-induced IL-8 expression. IL-8 expression and IL-8 promoter activity increased in H295R cells expressing an activated Gαq-coupled designer receptor. H295R cells stimulated with either interleukin-1ß (IL-1ß) or phorbol ester also showed elevated IL-8 mRNA levels and higher IL-8 promoter activities. Deletion and point mutations of the IL-8 promoter revealed that the AP-1 binding site within the IL-8 promoter is essential to connect designer receptor stimulation with the transcriptional activation of the IL-8 gene. Expression of a constitutively active mutant of c-Jun, or expression of constitutively active mutants of the protein kinases MEKK1 and MKK6 confirmed that the IL-8 gene is a bona fide target of AP-1 in adrenocortical carcinoma cells. Upregulation of IL-8 expression in IL-1ß-treated H295R cells required NF-κB while the phorbol ester TPA used both the AP-1 and NF-κB sites of the IL-8 gene to stimulate IL-8 expression. These data were corroborated in experiments with chromatin-embedded AP-1 or NF-κB-responsive reporter genes. While stimulation of Gαq-coupled designer receptors increased the AP-1 activity in the cells, IL-1ß specifically stimulated NF-κB-regulated transcription. Stimulation of the cells with TPA increased both AP-1 and NF-κB activities. We conclude that stimulation of Gαq-coupled designer receptors or IL-1 receptors triggers distinct signaling pathways in H295R cells leading to the activation of either AP-1 or NF-κB. Nevertheless, both signaling cascades converge to the IL-8 gene, inducing IL-8 gene transcription.


Assuntos
Neoplasias do Córtex Suprarrenal/metabolismo , Carcinoma Adrenocortical/metabolismo , Interleucina-8/metabolismo , NF-kappa B/metabolismo , Fator de Transcrição AP-1/metabolismo , Neoplasias do Córtex Suprarrenal/genética , Carcinoma Adrenocortical/genética , Linhagem Celular Tumoral , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Regulação Neoplásica da Expressão Gênica/genética , Genes jun/genética , Humanos , Interleucina-1beta/farmacologia , Interleucina-8/genética , MAP Quinase Quinase 6/genética , MAP Quinase Quinase 6/metabolismo , MAP Quinase Quinase Quinase 1/genética , MAP Quinase Quinase Quinase 1/metabolismo , Mutação Puntual , Regiões Promotoras Genéticas , Deleção de Sequência , Acetato de Tetradecanoilforbol/farmacologia , Ativação Transcricional/efeitos dos fármacos , Ativação Transcricional/genética , Regulação para Cima
19.
BMC Endocr Disord ; 20(1): 173, 2020 Nov 23.
Artigo em Inglês | MEDLINE | ID: mdl-33228607

RESUMO

BACKGROUND: Approximately 60% of adrenocortical carcinomas (ACC) are functional, and Cushing's syndrome is the most frequent diagnosis that has been revealed to have a particularly poor prognosis. Since 30% of ACC present steroid hormone-producing disorganization, measurement of steroid metabolites in suspected ACC is recommended. Previous reports demonstrated that steroid hormone precursors or their urine metabolites, which can be assessed using liquid chromatography tandem mass spectrometry (LC-MS/MS) or gas chromatography mass spectrometry (GC-MS) respectively, are useful for distinguishing ACC from cortisol-producing adenomas (CPA); however, despite high precision, LC-MS/MS and GC-MS require a highly trained team, are expensive and have limited capacity. METHODS: Here, we examined 12 serum steroid metabolites using an immunoassay, which is a more rapid and less costly method than LC-MS/MS, in cortisol-producing ACC and CPA. Further, the correlation of each steroid metabolite to the classification stage and pathological status in ACC was analyzed. RESULTS: Reflecting disorganized steroidogenesis, the immunoassay revealed that all basal levels of steroid precursors were significantly increased in cortisol-producing ACC compared to CPA; in particular, 17-hydroxypregnenolone (glucocorticoid and androgen precursor) and 11-deoxycorticosterone (mineralocorticoid precursor) showed a large area under the ROC curve with high sensitivity and specificity when setting the cut-off at 1.78 ng/ml and 0.4 mg/ml, respectively. Additionally, a combination of androstenedione and DHEAS also showed high specificity with high accuracy. In cortisol-producing ACC, 11-deoxycortisol (glucocorticoid precursor) showed significant positive correlations with predictive prognostic factors used in ENSAT classification, while testosterone showed significant positive correlations to the Ki67-index in both men and women. CONCLUSION: Less expensive and more widely available RIA and ECLIA may also biochemically distinguish ACC from CPA and may predict the clinicopathological features of ACC.


Assuntos
Neoplasias do Córtex Suprarrenal/patologia , Carcinoma Adrenocortical/patologia , Biomarcadores/metabolismo , Hidrocortisona/metabolismo , Esteroides/metabolismo , Neoplasias do Córtex Suprarrenal/metabolismo , Carcinoma Adrenocortical/metabolismo , Idoso , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Prospectivos
20.
Clin Radiol ; 75(6): 479.e17-479.e22, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32089260

RESUMO

AIM: To determine the value of contrast-enhanced computed tomography (CT)-derived radiomic features in the preoperative prediction of Ki-67 expression in adrenocortical carcinoma (ACC) and to detect significant associations between radiomic features and Ki-67 expression in ACC. MATERIALS AND METHODS: For this retrospective analysis, patients with histopathologically proven ACC were reviewed. Radiomic features were extracted for all patients from the preoperative contrast-enhanced abdominal CT images. Statistical analysis identified the radiomic features predicting the Ki-67 index in ACC and analysed the correlation with the Ki-67 index. RESULTS: Fifty-three cases of ACC that met eligibility criteria were identified and analysed. Of the radiomic features analysed, 10 showed statistically significant differences between the high and low Ki-67 expression subgroups. Multivariate linear regression analysis yielded a predictive model showing a significant association between radiomic signature and Ki-67 expression status in ACC (R2=0.67, adjusted R2=0.462, p=0.002). Further analysis of the independent predictors showed statistically significant correlation between Ki-67 expression and shape flatness, elongation, and grey-level long run emphasis (p=0.002, 0.01, and 0.04, respectively). The area under the curve for identification of high Ki-67 expression status was 0.78 for shape flatness and 0.7 for shape elongation. CONCLUSION: Radiomic features derived from preoperative contrast-enhanced CT images show encouraging results in the prediction of the Ki-67 index in patients with ACC. Morphological features, such as shape flatness and elongation, were superior to other radiomic features in the detection of high Ki-67 expression.


Assuntos
Neoplasias do Córtex Suprarrenal/diagnóstico por imagem , Neoplasias do Córtex Suprarrenal/metabolismo , Carcinoma Adrenocortical/diagnóstico por imagem , Carcinoma Adrenocortical/metabolismo , Antígeno Ki-67/metabolismo , Tomografia Computadorizada por Raios X/métodos , Neoplasias do Córtex Suprarrenal/cirurgia , Carcinoma Adrenocortical/cirurgia , Biomarcadores Tumorais/metabolismo , Meios de Contraste , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Período Pré-Operatório , Estudos Retrospectivos
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