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1.
J Cell Mol Med ; 28(9): e18361, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38722283

RESUMO

Hypoxia and Ferroptosis are associated with the malignant behaviour of cervical cancer. Endothelial PAS domain-containing protein 1 (EPAS1) contributes to the progression of cervical cancer. EPAS1 plays important roles in hypoxia and ferroptosis. Using the GEO dataset, machine-learning algorithms were used to screen for hypoxia- and ferroptosis-related genes (HFRGs) in cervical cancer. EPAS1 was identified as the hub gene. qPCR and WB were used to investigate the expression of EPAS1 in normal and cervical cancer tissues. The proliferation, invasion and migration of EPAS1 cells in HeLa and SiHa cell lines were detected using CCK8, transwell and wound healing assays, respectively. Apoptosis was detected by flow cytometry. A dual-luciferase assay was used to analyse the MALAT1-miR-182-5P-EPAS1 mRNA axis and core promoter elements of the super-enhancer. EPAS1 was significantly overexpressed in cervical cancer tissues. EPAS1 could increase the proliferation, invasion, migration of HeLa and SiHa cells and reduce the apoptosis of HeLa and SiHa cell. According to the double-luciferase assay, EPAS1 expression was regulated by the MALAT1-Mir-182-5p-EPAS1 mRNA axis. EPAS1 is associated with super-enhancers. Double-luciferase assay showed that the core elements of the super-enhancer were E1 and E3. EPAS1, an HFRG, is significantly overexpressed in cervical cancer. EPAS1 promotes malignant behaviour of cervical cancer cells. EPAS1 expression is regulated by super-enhancers and the MALAT1-miR-182-5P- EPAS1 mRNA axis. EPAS1 may be a target for the diagnosis and treatment of cervical cancer.


Assuntos
Apoptose , Fatores de Transcrição Hélice-Alça-Hélice Básicos , Movimento Celular , Proliferação de Células , Ferroptose , Regulação Neoplásica da Expressão Gênica , Neoplasias do Colo do Útero , Humanos , Neoplasias do Colo do Útero/genética , Neoplasias do Colo do Útero/patologia , Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Feminino , Ferroptose/genética , Proliferação de Células/genética , Movimento Celular/genética , Apoptose/genética , MicroRNAs/genética , MicroRNAs/metabolismo , Linhagem Celular Tumoral , Células HeLa , RNA Longo não Codificante/genética , RNA Endógeno Competitivo
2.
BMC Cancer ; 24(1): 575, 2024 May 09.
Artigo em Inglês | MEDLINE | ID: mdl-38724921

RESUMO

OBJECTIVE: To identify the risk factors of cervical high-grade squamous intraepithelial lesion(HSIL) complicated with occult cervical cancer and standardize the management of initial treatment for HSIL. METHOD: The clinical data of patients who underwent total hysterectomy directly due to HSIL in the obstetrics and gynecology department of two tertiary hospitals and three secondary hospitals from 2018 to 2023 were collected. Their general characteristics, pathological parameters and survival status were analyzed. Logistic regression model was used to analyze the correlation between clinical parameters and postoperative pathological upgrading. RESULT: 1. Among the 314 patients with HSIL who underwent total hysterectomy directly, 73.2% were from primary hospitals. 2. 25 patients (7.9%) were pathologically upgraded to cervical cancer, all of which were early invasive cancer. 3. Up to now, there was no recurrence or death in the 25 patients with early-stage invasive cancer, and the median follow-up period was 21 months(range 2-59 months). 4. Glandular involvement(OR 3.968; 95%CI 1.244-12.662) and lesion range ≥ 3 quadrants (OR 6.527; 95% CI 1.78-23.931), HPV 16/18 infection (OR 5.382; 95%CI 1.947-14.872), TCT ≥ ASC-H (OR 4.719; 95%CI 1.892-11.766) were independent risk factors that affected the upgrading of postoperative pathology. 5. The area under the curve (AUC) calculated by the Logistic regression model was 0.840, indicating that the predictive value was good. CONCLUSION: There is a risk of occult cervical cancer in patients with HSIL. Glandular involvement, Lesion range ≥ 3 quadrants, HPV 16/18 infection and TCT ≥ ASC-H are independent risk factors for HSIL combined with occult cervical cancer. The prognosis of biopsy-proved HSIL patients who underwent extrafascial hysterectomy and unexpected early invasive cancer was later identified on specimen may be good.


Assuntos
Histerectomia , Neoplasias do Colo do Útero , Humanos , Feminino , Histerectomia/métodos , Estudos Retrospectivos , Pessoa de Meia-Idade , Neoplasias do Colo do Útero/cirurgia , Neoplasias do Colo do Útero/patologia , Adulto , Fatores de Risco , Idoso , Lesões Intraepiteliais Escamosas Cervicais/patologia , Lesões Intraepiteliais Escamosas Cervicais/cirurgia , Lesões Intraepiteliais Escamosas/patologia , Lesões Intraepiteliais Escamosas/cirurgia , Infecções por Papillomavirus/complicações , Infecções por Papillomavirus/virologia , Infecções por Papillomavirus/patologia , Displasia do Colo do Útero/cirurgia , Displasia do Colo do Útero/patologia , Gradação de Tumores
3.
Mol Biol Rep ; 51(1): 654, 2024 May 12.
Artigo em Inglês | MEDLINE | ID: mdl-38735002

RESUMO

BACKGROUND: Cervical cancer is a common gynecologic malignant tumor, but the critical factors affecting cervical cancer progression are still not well demonstrated. Mesencephalic astrocyte-derived neurotrophic factor (MANF) has been widely recognized as an anti-inflammatory factor to regulate macrophage polarization. In this study, the effect and mechanism of MANF on cervical cancer were preliminarily explored. METHODS AND RESULTS: Kaplan-Meier curve was used to show the overall survival time of the involved cervical cancer patients with high and low MANF expression in cervical cancer tissues. MANF was highly expressed in peritumoral tissues of cervical carcinoma by using immunohistochemistry and western blot. MANF mRNA level was detected by using qRT-PCR. Dual-labeled immunofluorescence showed MANF was mainly expressed in macrophages of cervical peritumoral tissues. Moreover, MANF-silenced macrophages promoted HeLa and SiHa cells survival, migration, invasion and EMT via NF-κB signaling activation. The results of tumor formation in nude mice indicated MANF-silenced macrophages promoted cervical tumor formation in vivo. CONCLUSION: Our study reveals an inhibitory role of MANF in cervical cancer progression, indicating MANF as a new and valuable therapeutic target for cervical cancer treatment.


Assuntos
Progressão da Doença , Macrófagos , Camundongos Nus , Fatores de Crescimento Neural , Neoplasias do Colo do Útero , Humanos , Neoplasias do Colo do Útero/genética , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/metabolismo , Feminino , Fatores de Crescimento Neural/metabolismo , Fatores de Crescimento Neural/genética , Animais , Macrófagos/metabolismo , Camundongos , Movimento Celular/genética , NF-kappa B/metabolismo , Linhagem Celular Tumoral , Transdução de Sinais , Fenótipo , Células HeLa , Regulação Neoplásica da Expressão Gênica , Transição Epitelial-Mesenquimal/genética , Proliferação de Células , Pessoa de Meia-Idade
4.
Aging (Albany NY) ; 16(8): 6898-6920, 2024 Apr 17.
Artigo em Inglês | MEDLINE | ID: mdl-38709170

RESUMO

BACKGROUND: Cervical squamous carcinoma (CESC) is the main subtype of cervical cancer. Unfortunately, there are presently no effective treatment options for advanced and recurrent CESC. Tertiary lymphoid structures (TLSs) are clusters of lymphoid cells that resemble secondary lymphoid organs; nevertheless, there is no summary of the clinical importance of TLS in CESC. METHODS: A large set of transcriptomic and single-cell RNA-sequencing (scRNA-seq) datasets were used to analyze the pattern of TLS and its immuno-correlations in CESC. Additionally, an independent in-house cohort was collected to validate the correlation between TLS and TME features. RESULTS: In the current study, we found that the presence of TLS could predict better prognosis in CESC and was correlated with the activation of immunological signaling pathways and enrichment of immune cell subpopulations. In addition, TLS was associated with reduced proliferation activity in tumor cells, indicating the negative correlation between TLS and the degree of malignancy. Last but not least, in two independent immunotherapy cohorts, tumors with the presence of TLS were more sensitive to immunotherapy. CONCLUSION: Overall, TLS is related to an inflamed TME and identified immune-hot tumors, which could be an indicator for the identification of immunological features in CESC.


Assuntos
Carcinoma de Células Escamosas , Estruturas Linfoides Terciárias , Neoplasias do Colo do Útero , Humanos , Neoplasias do Colo do Útero/imunologia , Neoplasias do Colo do Útero/genética , Neoplasias do Colo do Útero/patologia , Feminino , Estruturas Linfoides Terciárias/imunologia , Estruturas Linfoides Terciárias/patologia , Prognóstico , Carcinoma de Células Escamosas/imunologia , Carcinoma de Células Escamosas/patologia , Carcinoma de Células Escamosas/genética , Microambiente Tumoral/imunologia , Microambiente Tumoral/genética , Imunoterapia , Transcriptoma
5.
Clin Exp Pharmacol Physiol ; 51(7): e13868, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38745265

RESUMO

Cervical cancer (CC) is a gynaecological malignancy tumour that seriously threatens women's health. Recent evidence has identified that interferon regulatory factor 5 (IRF5), a nucleoplasm shuttling protein, is a pivotal transcription factor regulating the growth and metastasis of various human tumours. This study aimed to investigate the function and molecular basis of IRF5 in CC development. IRF5, protein phosphatase 6 catalytic subunit (PPP6C) and methyltransferase-like 3 (METTL3) mRNA levels were evaluated by quantitative real-time (qRT)-polymerase chain reaction (PCR). IRF5, PPP6C, METTL3, B-cell lymphoma 2 and Bax protein levels were detected using western blot. Cell proliferation, migration, invasion, angiogenesis and apoptosis were determined by using colony formation, 5-ethynyl-2'-deoxyuridine (EdU), transwell, tube formation assay and flow cytometry assay, respectively. Glucose uptake and lactate production were measured using commercial kits. Xenograft tumour assay in vivo was used to explore the role of IRF5. After JASPAR predication, binding between IRF5 and PPP6C promoter was verified using chromatin immunoprecipitation and dual-luciferase reporter assays. Moreover, the interaction between METTL3 and IRF5 was verified using methylated RNA immunoprecipitation (MeRIP). IRF5, PPP6C and METTL3 were highly expressed in CC tissues and cells. IRF5 silencing significantly inhibited cell proliferation, migration, invasion, angiogenesis and glycolytic metabolism in CC cells, while induced cell apoptosis. Furthermore, the absence of IRF5 hindered tumour growth in vivo. At the molecular level, IRF5 might bind with PPP6C to positively regulate the expression of PPP6C mRNA. Meanwhile, IRF5 was identified as a downstream target of METTL3-mediated m6A modification. METTL3-mediated m6A modification of mRNA might promote CC malignant progression by regulating PPP6C, which might provide a promising therapeutic target for CC treatment.


Assuntos
Proliferação de Células , Progressão da Doença , Fatores Reguladores de Interferon , Metiltransferases , Regulação para Cima , Neoplasias do Colo do Útero , Humanos , Feminino , Neoplasias do Colo do Útero/genética , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/metabolismo , Metiltransferases/genética , Metiltransferases/metabolismo , Fatores Reguladores de Interferon/genética , Fatores Reguladores de Interferon/metabolismo , Linhagem Celular Tumoral , Animais , Proliferação de Células/genética , Camundongos , Regulação Neoplásica da Expressão Gênica , Apoptose/genética , Movimento Celular/genética , Camundongos Nus , Invasividade Neoplásica , Neovascularização Patológica/genética , Neovascularização Patológica/patologia , Neovascularização Patológica/metabolismo
6.
Technol Cancer Res Treat ; 23: 15330338241254075, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38720626

RESUMO

Objective: Since the update of the 2018 International Federation of Gynecology and Obstetrics (FIGO) staging criteria, there have been few reports on the prognosis of stage III C cervical cancer. Moreover, some studies have drawn controversial conclusions, necessitating further verification. This study aims to evaluate the clinical outcomes and determine the prognostic factors for stage III C cervical cancer patients treated with radical radiotherapy or radiochemotherapy. Methods: The data of 117 stage III C cervical cancer patients (98 III C1 and 19 III C2) who underwent radical radiotherapy or radiochemotherapy were retrospectively analyzed. We evaluated 3-year overall survival (OS) and disease-free survival (DFS) using the Kaplan-Meier method. Prognostic factors were analyzed using the Log-rank test and Cox proportional hazard regression model. The risk of para-aortic lymph node metastasis (LNM) in all patients was assessed through Chi-squared test and logistic regression analysis. Results: For stage III C1 and III C2 patients, the 3-year OS rates were 77.6% and 63.2% (P = .042), and the 3-year DFS rates were 70.4% and 47.4% (P = .003), respectively. The pretreatment location of pelvic LNM, histological type, and FIGO stage was associated with OS (P = .033, .003, .042, respectively); the number of pelvic LNM and FIGO stage were associated with DFS (P = .015, .003, respectively). The histological type was an independent prognostic indicator for OS, and the numbers of pelvic LNM and FIGO stage were independent prognostic indicators for DFS. Furthermore, a pelvic LNM largest short-axis diameter ≥ 1.5 cm and the presence of common iliac LNM were identified as high-risk factors influencing para-aortic LNM in stage III C patients (P = .046, .006, respectively). Conclusions: The results of this study validated the 2018 FIGO staging criteria for stage III C cervical cancer patients undergoing concurrent chemoradiotherapy. These findings may enhance our understanding of the updated staging criteria and contribute to better management of patients in stage III C.


Assuntos
Quimiorradioterapia , Estadiamento de Neoplasias , Neoplasias do Colo do Útero , Humanos , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/terapia , Neoplasias do Colo do Útero/mortalidade , Feminino , Pessoa de Meia-Idade , Prognóstico , Adulto , Idoso , Estudos Retrospectivos , Metástase Linfática , Estimativa de Kaplan-Meier , Resultado do Tratamento , Modelos de Riscos Proporcionais , Taxa de Sobrevida
7.
PLoS One ; 19(5): e0298118, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38722833

RESUMO

It is unclear how telomere-binding protein TPP1 interacts with human telomerase reverse transcriptase (hTERT) and influences cervical cancer development and progression. This study included all eligible 156 cervical cancers diagnosed during 2003-2008 and followed up through 2014, 102 cervical intraepithelial neoplasia (CIN) patients, and 16 participants with normal cervix identified at the same period. Correlation of expression of TPP1 and hTERT in these lesions was assessed using Kappa statistics. TPP1 was knocked down by siRNA in three cervical cancer cell lines. We assessed mRNA expression using quantitative real-time polymerase chain reaction and protein expression using tissue microarray-based immunohistochemical staining. We further analyzed the impact of TPP1 expression on the overall survival of cervical cancer patients by calculating the hazard ratio (HR) with 95% confidence intervals (CIs) using the multivariable-adjusted Cox regression model. Compared to the normal cervix, high TPP1expression was significantly associated with CIN 3 and cervical cancers (P<0.001 for both). Expressions of TPP1 and hTERT were highly correlated in CIN 3 (Kappa statistics = 0.50, P = 0.005), squamous cell carcinoma (Kappa statistics = 0.22, P = 0.011), and adenocarcinoma/adenosquamous carcinoma (Kappa statistics = 0.77, P = 0.001). Mechanistically, knockdown of TPP1 inhibited the expression of hTERT in both mRNA and protein levels. High expression of TPP1 (HR = 2.61, 95% CI 1.23-5.51) and co-high expression of TPP1 and hTERT (HR = 2.38, 95% CI 1.28-4.43) were independently associated with worse survival in cervical cancer patients. TPP1 and hTERT expression was correlated and high expression of TPP1 was associated with high risk of CIN 3 and cervical cancer and could predict a worse survival in cervical cancer.


Assuntos
Complexo Shelterina , Telomerase , Proteínas de Ligação a Telômeros , Displasia do Colo do Útero , Neoplasias do Colo do Útero , Humanos , Feminino , Neoplasias do Colo do Útero/genética , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/mortalidade , Neoplasias do Colo do Útero/metabolismo , Proteínas de Ligação a Telômeros/metabolismo , Proteínas de Ligação a Telômeros/genética , Telomerase/genética , Telomerase/metabolismo , Pessoa de Meia-Idade , Displasia do Colo do Útero/genética , Displasia do Colo do Útero/patologia , Displasia do Colo do Útero/metabolismo , Displasia do Colo do Útero/mortalidade , Adulto , Linhagem Celular Tumoral , Regulação Neoplásica da Expressão Gênica , Tripeptidil-Peptidase 1
8.
J Cancer Res Clin Oncol ; 150(5): 236, 2024 May 06.
Artigo em Inglês | MEDLINE | ID: mdl-38710946

RESUMO

PURPOSE: We conducted this study to evaluate the efficacy of total hysterectomy versus radical hysterectomy in the treatment of neuroendocrine cervical cancer (NECC). METHODS: Eligible NECC patients were identified from the Surveillance, Epidemiology and End Results (SEER) database. Demographic characteristics, clinical treatment and survival of the patients were collected. The overall survival (OS) and cancer-specific survival (CSS) were estimated by Kaplan-Meier analysis with log-rank test. RESULTS: A total of 286 patients were included, with 104 patients undergoing total hysterectomy and 182 patients undergoing radical hysterectomy. The 5-year OS were 50.8% in the total hysterectomy group and 47.5% in the radical hysterectomy group (p = 0.450); and the corresponding 5-year CSS were 51.6% and 49.1% (p = 0.494), respectively. Along with surgery, radiotherapy was given to 49.0% of patients in the total hysterectomy group and 50.5% in the radical hysterectomy group; and chemotherapy was administered to 77.9% of patients in the total hysterectomy group and 85.7% in the radical hysterectomy group. Unexpectedly, in patients who received adjuvant radiotherapy with or without chemotherapy, the OS was superior in the total hysterectomy group compared with the radical hysterectomy group (p = 0.034). While in patients who received chemotherapy alone and those who received neither radiotherapy nor chemotherapy, the OS still remained comparable between the total hysterectomy and radical hysterectomy group. CONCLUSION: Compared with radical hysterectomy, total hysterectomy was not associated with compromised survival prognosis in patients with NECC. Total hysterectomy has the potential to be a surgical alternative in the multimodal management of NECC.


Assuntos
Histerectomia , Programa de SEER , Neoplasias do Colo do Útero , Humanos , Feminino , Histerectomia/métodos , Neoplasias do Colo do Útero/cirurgia , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/mortalidade , Pessoa de Meia-Idade , Adulto , Carcinoma Neuroendócrino/cirurgia , Carcinoma Neuroendócrino/patologia , Carcinoma Neuroendócrino/mortalidade , Idoso
9.
Syst Biol Reprod Med ; 70(1): 113-123, 2024 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38743820

RESUMO

As demonstrated in previous research, hsa_circ_0052602 (circODC1) is dynamically expressed in HPV-positive cervical cancer (CC). CircODC1 expression was quantified using qRT-PCR, and its role in CC cell growth was assessed via loss-of-function assays. Interactions between miR-607 and circODC1 or ODC1 were confirmed using bioinformatics and mechanistic assays. The association of FOXA1 with the circODC1 promoter was validated through ChIP and luciferase reporter assays. CircODC1 was highly expressed in HPV-positive CC cell lines, and its depletion significantly impeded malignant processes such as proliferation, migration, and invasion. We found that ODC1 also played an oncogenic role in HPV-positive CC cells. CircODC1 was shown to positively regulate ODC1 as a ceRNA, competitively binding to miR-607 to counteract its suppression of ODC1. HPV-associated FOXA1 was identified as a potential transcription factor of circODC1. Restoration experiments showed that overexpression of circODC1 could counterbalance the inhibitory effect of FOXA1 knockdown. These findings offer new insights into therapeutic strategies for HPV-positive CC patients.


Assuntos
Proliferação de Células , Fator 3-alfa Nuclear de Hepatócito , Neoplasias do Colo do Útero , Humanos , Neoplasias do Colo do Útero/virologia , Neoplasias do Colo do Útero/genética , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/metabolismo , Fator 3-alfa Nuclear de Hepatócito/metabolismo , Fator 3-alfa Nuclear de Hepatócito/genética , Feminino , Linhagem Celular Tumoral , RNA Circular/genética , RNA Circular/metabolismo , Regulação Neoplásica da Expressão Gênica , Infecções por Papillomavirus/virologia , Infecções por Papillomavirus/genética , MicroRNAs/genética , MicroRNAs/metabolismo
10.
BMC Cancer ; 24(1): 589, 2024 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-38745137

RESUMO

BACKGROUND: Evaluate the efficacy and safety of different chemotherapy regimens concurrent with radiotherapy in treating locally advanced cervical cancer (LACC). METHODS: Retrospective data was collected from LACC patients who were treated at our institution. These patients were categorized into three groups: the single-agent cisplatin (DDP) chemoradiotherapy group, the paclitaxel plus cisplatin (TP) chemoradiotherapy group, and the nanoparticle albumin-bound (nab-) paclitaxel combined with cisplatin (nPP) chemoradiotherapy group. The primary endpoints were overall survival (OS) and progression-free survival (PFS) and the secondary endpoints were objective response rate (ORR) and incidence of adverse events (AEs). RESULTS: A total of 124 patients were enrolled (32 in the DDP group, 41 in the TP group, and 51 in the nPP group). There were differences in OS (P = 0.041, HR 0.527, 95% CI 0.314-0.884) and PFS (P = 0.003, HR 0.517, 95% CI 0.343-0.779) between the three groups. Notably, the 2-year OS rate was significantly higher in the nPP group compared to the DDP group (92.2% vs. 85.4%, P = 0.012). The 2-year PFS rates showed a marked increase in the TP group (78.0% vs. 59.4%, P = 0.048) and the nPP group (88.2% vs. 59.4%, P = 0.001) relative to the DPP group, with multiple comparisons indicating that the 2-year PFS rate was significantly superior in the nPP group versus the DDP group (88.2% vs. 59.4%, P = 0.001). Moreover, the ORR was also significantly higher in the nPP group than in the DDP group (P = 0.013); and no statistically significant differences were found in the incidence of AEs among the groups (P > 0.05). CONCLUSIONS: In LACC treatment, the two cisplatin-based doublet chemotherapy regimens are associated with better outcomes, with the nab-paclitaxel plus cisplatin regimen showing better efficacy than the paclitaxel plus cisplatin regimen. Furthermore, the AEs associated with these regimens were deemed tolerable. These findings could provide a reference for the clinical treatment of LACC. However, further prospective studies are needed to verify it.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica , Quimiorradioterapia , Cisplatino , Paclitaxel , Neoplasias do Colo do Útero , Humanos , Neoplasias do Colo do Útero/terapia , Neoplasias do Colo do Útero/radioterapia , Neoplasias do Colo do Útero/mortalidade , Neoplasias do Colo do Útero/tratamento farmacológico , Neoplasias do Colo do Útero/patologia , Feminino , Pessoa de Meia-Idade , Quimiorradioterapia/métodos , Quimiorradioterapia/efeitos adversos , Paclitaxel/administração & dosagem , Paclitaxel/uso terapêutico , Paclitaxel/efeitos adversos , Estudos Retrospectivos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Cisplatino/uso terapêutico , Cisplatino/administração & dosagem , Cisplatino/efeitos adversos , Adulto , Idoso , Resultado do Tratamento , Intervalo Livre de Progressão
11.
Radiat Environ Biophys ; 63(2): 297-306, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38722389

RESUMO

For locally advanced cervical cancer, the standard therapeutic approach involves concomitant chemoradiation therapy, supplemented by a brachytherapy boost. Moreover, an external beam radiotherapy (RT) boost should be considered for treating gross lymph node (LN) volumes. Two boost approaches exist with Volumetric Intensity Modulated Arc Therapy (VMAT): Sequential (SEQ) and Simultaneous Integrated Boost (SIB). This study undertakes a comprehensive dosimetric and radiobiological comparison between these two boost strategies. The study encompassed ten patients who underwent RT for cervical cancer with node-positive disease. Two sets of treatment plans were generated for each patient: SIB-VMAT and SEQ-VMAT. Dosimetric as well as radiobiological parameters including tumour control probability (TCP) and normal tissue complication probability (NTCP) were compared. Both techniques were analyzed for two different levels of LN involvement - only pelvic LNs and pelvic with para-aortic LNs. Statistical analysis was performed using SPSS software version 25.0. SIB-VMAT exhibited superior target coverage, yielding improved doses to the planning target volume (PTV) and gross tumour volume (GTV). Notably, SIB-VMAT plans displayed markedly superior dose conformity. While SEQ-VMAT displayed favorable organ sparing for femoral heads, SIB-VMAT appeared as the more efficient approach for mitigating bladder and bowel doses. TCP was significantly higher with SIB-VMAT, suggesting a higher likelihood of successful tumour control. Conversely, no statistically significant difference in NTCP was observed between the two techniques. This study's findings underscore the advantages of SIB-VMAT over SEQ-VMAT in terms of improved target coverage, dose conformity, and tumour control probability. In particular, SIB-VMAT demonstrated potential benefits for cases involving para-aortic nodes. It is concluded that SIB-VMAT should be the preferred approach in all cases of locally advanced cervical cancer.


Assuntos
Dosagem Radioterapêutica , Radioterapia de Intensidade Modulada , Neoplasias do Colo do Útero , Humanos , Neoplasias do Colo do Útero/radioterapia , Neoplasias do Colo do Útero/patologia , Feminino , Radioterapia de Intensidade Modulada/métodos , Planejamento da Radioterapia Assistida por Computador/métodos , Radiometria , Pessoa de Meia-Idade , Órgãos em Risco/efeitos da radiação , Metástase Linfática/radioterapia
12.
Cancer Biol Ther ; 25(1): 2349429, 2024 Dec 31.
Artigo em Inglês | MEDLINE | ID: mdl-38738555

RESUMO

Cervical cancer (CC) is a prevalent malignancy among women worldwide. This study was designed to investigate the role of METTL14 in sorafenib-induced ferroptosis in CC. METTL14 expression and m6A methylation were determined in CC tissues, followed by analyzes correlating these factors with clinical features. Subsequently, METTL14 was knocked down in CC cell lines, and the effects on cell proliferation, mitochondrial morphology and ferroptosis were assessed using CCK-8, microscopy, and markers associated with ferroptosis, respectively. The regulatory relationship between METTL14 and FTH1 was verified using qRT-PCR and luciferase reporter assays. The functional significance of this interaction was further investigated both in vitro and in vivo by co-transfecting cells with overexpression vectors or shRNAs targeting METTL14 and FTH1 after sorafenib treatment. METTL14 expression and m6A methylation were significantly reduced in CC tissues, and lower METTL14 expression levels were associated with a poorer CC patients' prognosis. Notably, METTL14 expression increased during sorafenib-induced ferroptosis, and METTL14 knockdown attenuated the ferroptotic response induced by sorafenib in CC cells. FTH1 was identified as a direct target of METTL14, with METTL14 overexpression leading to increased m6A methylation of FTH1 mRNA, resulting in reduced stability and expression of FTH1 in CC. Furthermore, FTH1 overexpression or treatment with LY294002 partially counteracted the promotion of sorafenib-induced ferroptosis by METTL14. In vivo xenograft experiments demonstrated that inhibiting METTL14 reduced the anticancer effects of sorafenib, whereas suppression of FTH1 significantly enhanced sorafenib-induced ferroptosis and increased its anticancer efficacy. METTL14 reduces FTH1 mRNA stability through m6A methylation, thereby enhancing sorafenib-induced ferroptosis, which contributes to suppressing CC progression via the PI3K/Akt signaling pathway.


Assuntos
Ferroptose , Metiltransferases , Estabilidade de RNA , Sorafenibe , Neoplasias do Colo do Útero , Humanos , Sorafenibe/farmacologia , Sorafenibe/uso terapêutico , Feminino , Ferroptose/efeitos dos fármacos , Ferroptose/genética , Neoplasias do Colo do Útero/tratamento farmacológico , Neoplasias do Colo do Útero/metabolismo , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/genética , Camundongos , Animais , Metiltransferases/metabolismo , Metiltransferases/genética , Estabilidade de RNA/efeitos dos fármacos , Camundongos Nus , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Metilação/efeitos dos fármacos , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Ensaios Antitumorais Modelo de Xenoenxerto , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Prognóstico , Ferritinas , Oxirredutases
13.
Xi Bao Yu Fen Zi Mian Yi Xue Za Zhi ; 40(4): 311-318, 2024 Apr.
Artigo em Chinês | MEDLINE | ID: mdl-38710515

RESUMO

Objective To investigate the effects of mitochondrial transcription factor A (TFAM) on mitochondrial function, autophagy, proliferation, invasion, and migration in cervical cancer HeLa cells and osteosarcoma U2OS cells. Methods TFAM small-interfering RNA (si-TFAM) was transfected to HeLa and U2OS cells for downregulating TFAM expression. Mito-Tracker Red CMXRos staining combined with laser confocal microscopy was used to detect mitochondrial membrane potential (MMP). MitoSOXTM Red labeling was used to test mitochondrial reactive oxygen species (mtROS) levels. The expression of mitochondrial DNA (mtDNA) was detected by real-time quantitative PCR. Changes in the number of autophagosomes were detected by immunofluorescence cytochemistry. Western blot analysis was used to detect the expressions of TFAM, autophagy microtubule associated protein 1 light chain 3A/B (LC3A/B), autophagy associated protein 2A (ATG2A), ATG2B, ATG9A, zinc finger transcription factor Snail, matrix metalloproteinase 2 (MMP2) and MMP9. CCK-8 assay and plate clony formation assay were used to detect cell proliferation, while TranswellTM assay and scratch healing assay were used to detect changes in cell invasion and migration. Results The downregulation of TFAM expression resulted in a decrease in MMP and mtDNA copy number, but an increase in mtROS production. The protein content of LC3A/B decreased significantly compared to the control group and the number of autophagosomes in the cytoplasm decreased significantly. The expressions of ATG2B and ATG9A in the early stage of autophagy were significantly reduced. The expressions of Snail, MMP2 and MMP9 proteins in HeLa and U2OS cells were also decreased. The proliferation, invasion and migration ability of HeLa and U2OS cells were inhibited after being interfered with TFAM expression. Conclusion Downregulation of TFAM expression inhibits mitochondrial function, delays autophagy process and reduces the proliferation, invasion and migration ability of cervical cancer cells and osteosarcoma cells.


Assuntos
Autofagia , Movimento Celular , Proliferação de Células , Proteínas de Ligação a DNA , Proteínas Mitocondriais , Invasividade Neoplásica , Osteossarcoma , Fatores de Transcrição , Neoplasias do Colo do Útero , Humanos , Movimento Celular/genética , Osteossarcoma/genética , Osteossarcoma/patologia , Osteossarcoma/metabolismo , Proliferação de Células/genética , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Autofagia/genética , Proteínas Mitocondriais/genética , Proteínas Mitocondriais/metabolismo , Feminino , Neoplasias do Colo do Útero/genética , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/metabolismo , Linhagem Celular Tumoral , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Potencial da Membrana Mitocondrial/genética , Espécies Reativas de Oxigênio/metabolismo , Metaloproteinase 2 da Matriz/metabolismo , Metaloproteinase 2 da Matriz/genética , Mitocôndrias/metabolismo , Mitocôndrias/genética , DNA Mitocondrial/genética , DNA Mitocondrial/metabolismo , Células HeLa , Metaloproteinase 9 da Matriz/metabolismo , Metaloproteinase 9 da Matriz/genética
14.
J Cancer Res Clin Oncol ; 150(5): 233, 2024 May 06.
Artigo em Inglês | MEDLINE | ID: mdl-38709400

RESUMO

OBJECTIVE: A preclinical study showed that nab-paclitaxel acted as a radiosensitizer and improved tumor radiotherapy in a supra-additive manner. In this study, we aimed to evaluate the clinical efficacy and safety of concurrent chemoradiotherapy (CCRT) with cisplatin and nab-paclitaxel in postoperative early-stage cervical cancer with an unfavorable prognosis. METHODS: Eligible patients with stage IB1-IIA2 (FIGO 2009) cervical carcinoma were recruited retrospectively between August 2018 to May 2021. Patients in both the cisplatin and nab-paclitaxel groups received postoperative radiotherapy and weekly intravenous cisplatin 40 mg/m2 or nab-paclitaxel 100 mg concurrently. An analysis of overall survival, progression-free survival, and adverse reactions was conducted. RESULTS: A total of 105 early-stage cervical cancer patients were included into our study. The median follow-up time was 38.7 months. The 3-year overall survival and progression-free survival in both group was similar. The cycles of chemotherapy in the cisplatin group were less than those in the nab-paclitaxel group (4.5 vs. 5.0; p = 0.001). Patients in the cisplatin group had a significantly higher frequency of hematological adverse events than patients in the nab-paclitaxel group (P < 0.05). Patients in the cisplatin group had a significantly higher frequency of grade 3-4 leukopenia (46.1% vs. 18.9%; P = 0.03), grade 1-2 thrombocytopenia (32.7% vs. 9.5%; P = 0.014) than patients in the nab-paclitaxel group. Gastrointestinal reactions, such as vomiting, nausea, and anorexia were significantly reduced in the nab-paclitaxel group compared with those in the cisplatin group. Regarding the effects on alopecia, the incidence rate of the nab-paclitaxel group was higher than that of the cisplatin group (P = 0.001). There were no differences between the groups in terms of other adverse reactions. CONCLUSION: The results of this study indicate that nab-paclitaxel-based concurrent radiotherapy is tolerable and effective, and can be considered an alternative to cisplatin chemotherapy.


Assuntos
Albuminas , Protocolos de Quimioterapia Combinada Antineoplásica , Quimiorradioterapia , Cisplatino , Paclitaxel , Neoplasias do Colo do Útero , Humanos , Feminino , Neoplasias do Colo do Útero/terapia , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/tratamento farmacológico , Cisplatino/administração & dosagem , Cisplatino/efeitos adversos , Cisplatino/uso terapêutico , Paclitaxel/administração & dosagem , Paclitaxel/efeitos adversos , Paclitaxel/uso terapêutico , Pessoa de Meia-Idade , Quimiorradioterapia/métodos , Quimiorradioterapia/efeitos adversos , Estudos Retrospectivos , Albuminas/administração & dosagem , Albuminas/uso terapêutico , Albuminas/efeitos adversos , Adulto , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Estadiamento de Neoplasias , Idoso
15.
Eur Rev Med Pharmacol Sci ; 28(8): 3048-3055, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38708463

RESUMO

OBJECTIVE: Despite the multiple available treatment modalities, cervical cancer is one of the leading causes of mortality and morbidity among female gynecological cancers. Endoplasmic Reticulum (ER) is an effective organelle in ensuring cell homeostasis and is closely related to the development of cancer. Esculetin is a coumarin derivative that has anticancer, anti-inflammatory, antioxidant, and neuroprotective effects. Esculetin may have an anticancer effect by inducting apoptosis and ER stress. In this study, we evaluate that esculetin has an anti-tumor effect on human cervical cancer-derived (HeLa) cells via ER stress. MATERIALS AND METHODS: Esculetin was applied to the HeLa cells, and a viability test was performed using the methyl thiazolyl tetrazolium proliferation (MTT) assay. Expression levels of apoptotic genes and anti-apoptotic genes were determined by real-time polymerase chain reaction. The results were statistically evaluated. RESULTS: Analysis of the MTT assay detected that esculetin inhibited HeLa cell viability development. Based on Western blot and quantitative real-time polymerase chain reaction (qPCR) analyses, esculetin destroyed cervical cancer cells via the ER stress pathway. CONCLUSIONS: The results showed that esculetin may have a potent antitumoral effect. It can potentially be utilized in the pharmacological therapy of cervical cancer.


Assuntos
Antineoplásicos , Apoptose , Sobrevivência Celular , Estresse do Retículo Endoplasmático , Umbeliferonas , Humanos , Umbeliferonas/farmacologia , Estresse do Retículo Endoplasmático/efeitos dos fármacos , Células HeLa , Sobrevivência Celular/efeitos dos fármacos , Antineoplásicos/farmacologia , Antineoplásicos/química , Apoptose/efeitos dos fármacos , Neoplasias do Colo do Útero/tratamento farmacológico , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/metabolismo , Proliferação de Células/efeitos dos fármacos , Feminino
16.
J Obstet Gynaecol ; 44(1): 2344529, 2024 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38708782

RESUMO

BACKGROUND: To evaluate outcomes of laparoscopic retroperitoneal para-aortic lymphadenectomy for stage 1b3-3b cervical cancer. METHODS: Pathology databases searched for all para-aortic lymphadenectomy cases 2005-2016. Descriptive statistics were used to analyse baseline characteristics, cox models for treatment affect after accounting for variables, and Kaplan Meier curves for survival (STATA v15). RESULTS: 191 patients had 1b3-3b cervical cancer of which 110 patients had Para-aortic lymphadenectomy. 8 (7.3%) patients stage 1b3, 82 (74.6%) stage 2b, and 20 (18.1%) stage 3b cervical cancer. Mean lymph node count 11.7 (SD7.6). The intra-operative and post-operative 30 day complication rates were 8.8% (CI: 4.3%, 15.7%) and 5.3% (CI: 1.9%, 11.2%) respectively.Para-aortic nodes were apparently positive on CT/MRI in 5/110 (5%) cases. Cancer was found in 10 (8.9%, CI: 4.3%, 15.7%) cases on histology, all received extended field radiotherapy. Only 2 were identified on pre-operative CT/MRI imaging. 3 of 10 suspected node-positive cases on CT/MRI had negative histology. Para-aortic lymphadenectomy led to alteration in staging and radiotherapy management in 8 (8%, CI: 3.7%, 14.6%) patients. Mean overall survival 42.81 months (SD = 31.79 months). Survival was significantly higher for women undergoing PAN (50.57 (SD 30.7) months) compared to those who didn't (31.27 (SD 32.5) months). CONCLUSION: Laparoscopic retroperitoneal para-aortic lymphadenectomy is an acceptable procedure which can guide treatment in women with locally advanced cervical cancer.


We evaluated outcomes for patients with stage 1b3-3b cervical cancer that had lymph nodes removed prior to planning their chemoradiotherapy. There were 3 groups ­ patients that had their lymph nodes removed, those that did not and those that had their procedure abandoned so didn't have their lymph nodes removed. We looked at the lymph nodes down the microscope to see if they contained cancer and compared this to their pre-operative imaging. 8 patients had a change to their staging and treatment because they were found to have cancer in the lymph nodes. We found that the keyhole procedure to remove lymph nodes is an acceptable procedure which can guide treatment in women with locally advanced cervical cancer.


Assuntos
Laparoscopia , Excisão de Linfonodo , Estadiamento de Neoplasias , Neoplasias do Colo do Útero , Humanos , Feminino , Neoplasias do Colo do Útero/cirurgia , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/mortalidade , Excisão de Linfonodo/métodos , Excisão de Linfonodo/estatística & dados numéricos , Pessoa de Meia-Idade , Espaço Retroperitoneal , Laparoscopia/métodos , Laparoscopia/estatística & dados numéricos , Adulto , Resultado do Tratamento , Estudos Retrospectivos , Linfonodos/patologia , Linfonodos/cirurgia , Metástase Linfática , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Idoso
17.
J Med Virol ; 96(5): e29641, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38708811

RESUMO

Human papillomavirus type 16 (HPV16) is the most common cause of cervical cancer, but most infections are transient with lesions not progressing to cancer. There is a lack of specific biomarkers for early cancer risk stratification. This study aimed to explore the intrahost HPV16 genomic variation in longitudinal samples from HPV16-infected women with different cervical lesion severity (normal, low-grade, and high-grade). The TaME-seq deep sequencing protocol was used to generate whole genome HPV16 sequences of 102 samples collected over time from 40 individuals. Single nucleotide variants (SNVs) and intrahost SNVs (iSNVs) were identified in the viral genomes. A majority of individuals had a unique set of SNVs and these SNVs were stable over time. Overall, the number of iSNVs and APOBEC3-induced iSNVs were significantly lower in high-grade relative to normal and low-grade samples. A significant increase in the number of APOBEC3-induced iSNVs over time was observed for normal samples when compared to high-grade. Our results indicates that the lower incidence of iSNVs and APOBEC3-induced iSNVs in high-grade lesions may have implications for novel biomarkers discoveries, potentially aiding early stratification of HPV-induced cervical precancerous lesions.


Assuntos
Variação Genética , Genoma Viral , Papillomavirus Humano 16 , Infecções por Papillomavirus , Neoplasias do Colo do Útero , Humanos , Feminino , Infecções por Papillomavirus/virologia , Papillomavirus Humano 16/genética , Papillomavirus Humano 16/isolamento & purificação , Estudos Longitudinais , Neoplasias do Colo do Útero/virologia , Neoplasias do Colo do Útero/patologia , Adulto , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Sequenciamento de Nucleotídeos em Larga Escala
18.
Ceska Gynekol ; 89(2): 95-101, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38704220

RESUMO

OBJECTIVE: To compare cervical stroma in advanced cervical cancer with the control group; to compare, in the pre-treatment period, hemogram parameters in patients with advanced cervical cancer with the same parameters as the control group; and to verify if there is an association of stromal markers with prognostic factors in cervical cancer. MATERIALS AND METHODS: We prospectively evaluated 16 patients diagnosed with advanced invasive cervical cancer. A control group of 22 patients was used (uterine leiomyoma). Immunohistochemistry was performed to verify the stromal immunostaining of alpha-smooth muscle actin (SMA) and fibroblast activation protein alpha (FAP). Immunostainings and hemogram parameters were compared using Fisher's exact and Mann-Whitney Test, respectively. RESULTS: Strong FAP immunostaining was more frequent in patients with cervical cancer when compared with patients with leiomyoma (P = 0.0002). Regarding SMA, strong immunostaining was also found more in the group of cancer patients compared to the control group (P < 0.00001). The neutrophil-lymphocyte ratio (NLR) values were higher in the cancer patient group compared to the control group (P = 0.0019). There was no association of the parameters studied with prognostic factors. CONCLUSIONS: Strong FAP and SMA immunostaining was found more in patients with cervical cancer when compared to the control group. NLR values were also higher in cervical cancer.


Assuntos
Neoplasias do Colo do Útero , Humanos , Feminino , Neoplasias do Colo do Útero/patologia , Pessoa de Meia-Idade , Adulto , Endopeptidases , Actinas/análise , Actinas/metabolismo , Proteínas de Membrana/análise , Proteínas de Membrana/metabolismo , Gelatinases/análise , Gelatinases/metabolismo , Serina Endopeptidases/análise , Serina Endopeptidases/metabolismo , Leiomioma/patologia
19.
BMC Cancer ; 24(1): 559, 2024 May 03.
Artigo em Inglês | MEDLINE | ID: mdl-38702644

RESUMO

In contrast to the decreasing trends in developed countries, the incidence and mortality rates of cervical squamous cell carcinoma in China have increased significantly. The screening and identification of reliable biomarkers and candidate drug targets for cervical squamous cell carcinoma are urgently needed to improve the survival rate and quality of life of patients. In this study, we demonstrated that the expression of MUC1 was greater in neoplastic tissues than in non-neoplastic tissues of the cervix, and cervical squamous cell carcinoma patients with high MUC1 expression had significantly worse overall survival than did those with low MUC1 expression, indicating its potential for early diagnosis of cervical squamous cell carcinoma. Next, we explored the regulatory mechanism of MUC1 in cervical squamous cell carcinoma. MUC1 could upregulate ITGA2 and ITGA3 expression via ERK phosphorylation, promoting the proliferation and metastasis of cervical cancer cells. Further knockdown of ITGA2 and ITGA3 significantly inhibited the tumorigenesis of cervical cancer cells. Moreover, we designed a combination drug regimen comprising MUC1-siRNA and a novel ERK inhibitor in vivo and found that the combination of these drugs achieved better results in animals with xenografts than did MUC1 alone. Overall, we discovered a novel regulatory pathway, MUC1/ERK/ITGA2/3, in cervical squamous cell carcinoma that may serve as a potential biomarker and therapeutic target in the future.


MUC1 is overexpressed in cervical squamous cell carcinoma. MUC1 regulates ERK phosphorylation, and subsequently upregulates ITGA2 and ITGA3 expression to promote tumorigenesis in cervical squamous cell carcinoma. A combination drug regimen targeting MUC1 and ERK achieved better results compared than MUC1 alone.


Assuntos
Carcinoma de Células Escamosas , Proliferação de Células , Integrina alfa2 , Integrina alfa3 , Mucina-1 , Neoplasias do Colo do Útero , Humanos , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/genética , Neoplasias do Colo do Útero/metabolismo , Neoplasias do Colo do Útero/tratamento farmacológico , Feminino , Integrina alfa2/metabolismo , Integrina alfa2/genética , Animais , Carcinoma de Células Escamosas/metabolismo , Carcinoma de Células Escamosas/patologia , Carcinoma de Células Escamosas/genética , Carcinoma de Células Escamosas/tratamento farmacológico , Mucina-1/metabolismo , Mucina-1/genética , Camundongos , Fosforilação , Linhagem Celular Tumoral , Regulação Neoplásica da Expressão Gênica , Ensaios Antitumorais Modelo de Xenoenxerto , Sistema de Sinalização das MAP Quinases , Camundongos Nus , MAP Quinases Reguladas por Sinal Extracelular/metabolismo
20.
Sci Rep ; 14(1): 10812, 2024 05 11.
Artigo em Inglês | MEDLINE | ID: mdl-38734714

RESUMO

Cervical cancer, the second most prevalent cancer affecting women, arises from abnormal cell growth in the cervix, a crucial anatomical structure within the uterus. The significance of early detection cannot be overstated, prompting the use of various screening methods such as Pap smears, colposcopy, and Human Papillomavirus (HPV) testing to identify potential risks and initiate timely intervention. These screening procedures encompass visual inspections, Pap smears, colposcopies, biopsies, and HPV-DNA testing, each demanding the specialized knowledge and skills of experienced physicians and pathologists due to the inherently subjective nature of cancer diagnosis. In response to the imperative for efficient and intelligent screening, this article introduces a groundbreaking methodology that leverages pre-trained deep neural network models, including Alexnet, Resnet-101, Resnet-152, and InceptionV3, for feature extraction. The fine-tuning of these models is accompanied by the integration of diverse machine learning algorithms, with ResNet152 showcasing exceptional performance, achieving an impressive accuracy rate of 98.08%. It is noteworthy that the SIPaKMeD dataset, publicly accessible and utilized in this study, contributes to the transparency and reproducibility of our findings. The proposed hybrid methodology combines aspects of DL and ML for cervical cancer classification. Most intricate and complicated features from images can be extracted through DL. Further various ML algorithms can be implemented on extracted features. This innovative approach not only holds promise for significantly improving cervical cancer detection but also underscores the transformative potential of intelligent automation within the realm of medical diagnostics, paving the way for more accurate and timely interventions.


Assuntos
Aprendizado Profundo , Detecção Precoce de Câncer , Neoplasias do Colo do Útero , Humanos , Neoplasias do Colo do Útero/diagnóstico , Neoplasias do Colo do Útero/patologia , Feminino , Detecção Precoce de Câncer/métodos , Redes Neurais de Computação , Algoritmos , Teste de Papanicolaou/métodos , Colposcopia/métodos
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