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1.
Biomarkers ; 29(5): 255-264, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38767430

RESUMO

OBJECTIVE: This investigation aimed to develop and validate a novel oxidative stress score for prognostic prediction in locally advanced cervical cancer (LACC) patients receiving chemoradiotherapy. METHODS: A total of 301 LACC patients were enrolled and randomly divided into a training and a validation set. The association between oxidative stress parameters and prognosis was analyzed for oxidative stress score (OSS) establishment. A Cox regression model was conducted for overall survival (OS) and progression-free survival (PFS). A nomogram prediction model was developed using independent prognostic factors from the training set and validated in the validation set. RESULTS: A novel OSS was established with four oxidative stress parameters, including albumin, total bilirubin, blood urea nitrogen, and lactate dehydrogenase. Multivariate regression analysis identified OSS as an independent prognostic factor for OS (p = 0.001) and PFS (p < 0.001). A predictive nomogram based on the OSS was established and validated. The C-indexes of the nomogram in the training set were 0.772 for OS and 0.781 for PFS, while in the validation set the C-indexes were 0.642 for OS and 0.621 for PFS. CONCLUSION: This study confirmed that preoperative OSS could serve as a useful independent prognostic factor in LACC patients who received CCRT.


Assuntos
Biomarcadores Tumorais , Quimiorradioterapia , Nomogramas , Estresse Oxidativo , Neoplasias do Colo do Útero , Humanos , Feminino , Neoplasias do Colo do Útero/terapia , Neoplasias do Colo do Útero/sangue , Neoplasias do Colo do Útero/mortalidade , Neoplasias do Colo do Útero/patologia , Prognóstico , Pessoa de Meia-Idade , Biomarcadores Tumorais/sangue , Adulto , Idoso , Bilirrubina/sangue , Nitrogênio da Ureia Sanguínea , Intervalo Livre de Progressão , L-Lactato Desidrogenase/sangue , Modelos de Riscos Proporcionais
2.
World J Surg Oncol ; 22(1): 61, 2024 Feb 22.
Artigo em Inglês | MEDLINE | ID: mdl-38383431

RESUMO

BACKGROUND: Conventional nutritional metrics are closely associated with the prognosis of patients with radically resected esophageal squamous cell carcinoma (ESCC). Nevertheless, the prognostic implications of muscle and adipose tissue composite indexes in ESCC remain unknown. METHODS: We retrospectively analyzed clinicopathological data of 304 patients who underwent resected ESCC. To obtain measurements of the muscle and adipose indexes, preoperative computed tomography (CT) images were used to quantify skeletal-muscle adipose tissue. The diagnostic threshold for muscle-adipose imbalance was determined using X-tile software and used to analyze the association between the muscle-adipose index (MAI) and survival. Instantaneous risk of recurrence was assessed using a hazard function. We constructed a nomogram based on the MAI and other clinical characteristics and established a novel predictive model with independent prognostic factors. The prognostic capabilities of these nomograms were evaluated using calibration curves, receiver operating characteristic (ROC) curves, and decision-curve analysis (DCA). RESULTS: The overall survival (OS) and disease-free survival (DFS) rates in the muscle-adipose-balanced group were significantly better than those in the muscle-adipose-imbalanced group. Multivariate analyses revealed that the MAI, prognostic nutritional index (PNI), tumor stage, and tumor differentiation were independent prognostic factors for OS and DFS in patients with resected ESCC (P < 0.05). The nuclear density curve indicated a lower risk of recurrence for patients in the muscle-adipose-balanced group than that for their imbalanced counterparts. Conversely, the nuclear density curve for PNI was confounded. Postoperative radiotherapy- (RT) benefit analysis demonstrated that patients with ESCC in the muscle-adipose-balanced group could benefit from adjuvant RT. CONCLUSION: This study confirmed that preoperative MAI could serve as a useful independent prognostic factor in patients with resected ESCC. A nomogram based on the MAI and other clinical characteristics could provide individualized survival prediction for patients receiving radical resection. Timely and appropriate nutritional supplements may improve treatment efficacy.


Assuntos
Carcinoma de Células Escamosas , Neoplasias Esofágicas , Carcinoma de Células Escamosas do Esôfago , Humanos , Carcinoma de Células Escamosas do Esôfago/cirurgia , Neoplasias Esofágicas/diagnóstico por imagem , Neoplasias Esofágicas/cirurgia , Carcinoma de Células Escamosas/diagnóstico por imagem , Carcinoma de Células Escamosas/cirurgia , Estudos Retrospectivos , Prognóstico , Obesidade , Músculos/patologia , Tomografia
3.
Future Oncol ; 18(6): 691-700, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34878307

RESUMO

Aim: To compare treatment outcomes of total neoadjuvant therapy (TNT) and the standard treatment for locally advanced rectal cancer (LARC). Materials & methods: Patients with LARC (cT2-4 and/or cN1-2) who were treated with preoperative chemoradiotherapy plus induction and consolidation chemotherapy followed by surgery or the standard treatment were recruited. Pathologic complete response (pCR) rate, overall survival, disease-free survival and the sphincter preservation rate as well as safety were evaluated. Results: 49 cases were treated with TNT and 71 cases received the standard treatment. Multivariate analysis demonstrated that TNT and tumor size were independent risk factors for pCR. Grade 3 chemoradiotherapy toxicity and postoperative complications were similar between the two groups. Conclusion: TNT improved the pCR rate for patients with LARC, with tolerable toxicities.


Plain language summary Outcomes of two treatment schemes were compared for locally advanced rectal cancer (LARC), including the new preoperative treatment strategy and conventional standard preoperative chemoradiotherapy. The new preoperative treatment strategy includes the addition of four cycles of preoperative chemotherapy to the standard treatment. A total of 49 cases were treated with the new preoperative treatment strategy and 71 cases received the standard treatment. Patients treated with the new preoperative treatment demonstrated higher rates of tumor regression and organ preservation. Additionally, chemoradiotherapy-related toxicity and postoperative complications were similar between the two treatment schemes. However, neither treatment strategy prolonged the survival of patients with LARC. This new preoperative treatment strategy should be recommended first for LARC.


Assuntos
Terapia Neoadjuvante , Neoplasias Retais/terapia , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Terapia Neoadjuvante/efeitos adversos , Estadiamento de Neoplasias , Complicações Pós-Operatórias , Protectomia , Neoplasias Retais/patologia , Neoplasias Retais/cirurgia , Estudos Retrospectivos , Análise de Sobrevida
4.
Anticancer Drugs ; 32(2): 203-209, 2021 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-33186140

RESUMO

Weekly and triweekly cisplatin-alone concomitant chemoradiotherapy regimens after radical surgery were compared in stages IB-IIA cervical cancer with intermediate- or high-risk factors to identify the better therapeutic regimen. We retrospectively analyzed patients with stages IB-IIA cervical cancer who received radical hysterectomy followed by concurrent adjuvant chemoradiotherapy to compare the efficiency between weekly and triweekly regimen groups. We evaluated between-group differences in survival, recurrence, compliance, and adverse effects. A total of 217 patients were included in this study (triweekly group vs. weekly group; 97 vs. 120). The mean follow-up was 47.2 months. The 5-year disease-free survival (DFS) was 84.4% or 76.5% for patients treated with triweekly cisplatin chemotherapy or the weekly regimen, respectively (P = 0.110). The 5-year overall survival (OS) was 82.4 and 78.6% for the same treatment groups, respectively (P = 0.540). The DFS of the patients with pelvic lymph node metastasis were marginally better in triweekly regimen group compared with the weekly group (P = 0.031). Grades 3-4 leukopenia was significantly more common in the triweekly group (P = 0.028). The weekly cisplatin chemotherapy group experienced the same therapeutic effect as the triweekly cisplatin-alone chemotherapy group but with less toxicity. However, triweekly cisplatin regimen reduced the recurrence in patients with pelvic lymph node metastasis.


Assuntos
Antineoplásicos/uso terapêutico , Quimiorradioterapia Adjuvante/métodos , Cisplatino/uso terapêutico , Neoplasias do Colo do Útero/tratamento farmacológico , Adulto , Antineoplásicos/administração & dosagem , Antineoplásicos/efeitos adversos , Cisplatino/administração & dosagem , Cisplatino/efeitos adversos , Intervalo Livre de Doença , Feminino , Humanos , Histerectomia/métodos , Estimativa de Kaplan-Meier , Metástase Linfática , Pessoa de Meia-Idade , Recidiva Local de Neoplasia , Estadiamento de Neoplasias , Estudos Retrospectivos , Neoplasias do Colo do Útero/mortalidade , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/terapia
5.
Future Oncol ; 17(17): 2141-2149, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-33635094

RESUMO

Background: Although the systemic immune-inflammation index (SII) has been used to predict recurrence and survival in non-small-cell lung cancer (NSCLC) patients, the prognostic significance of change in SII (ΔSII) is unclear for stage III NSCLC patients treated with concurrent chemoradiotherapy (CCRT). In the present study we aimed to explore the association between ΔSII and the clinical outcomes of 142 patients with stage III NSCLC treated with CCRT. Methods: A total of 142 patients were included in this retrospective study. The SII values were calculated based on laboratory data regarding platelet, neutrophil and lymphocyte counts, and ΔSII was calculated using data acquired before and approximately 2 weeks after CCRT. The receiver operating characteristic curve was used to determine the optimal cut-off value for the peripheral blood inflammation index. Kaplan-Meier analysis and Cox proportional regression were used to analyze the prognostic value of ΔSII for overall survival (OS) and progression-free survival (PFS). Results: The area under the receiver operating characteristic curve for ΔSII (0.708) was larger than those for pre-CCRT SII (0.578) and post-CCRT SII (0.610). The optimal cut-off point for ΔSII was defined as 43. OS and PFS were better in patients with low ΔSII and in multivariate analysis, the ΔSII was an independent predictor of OS and PFS (p = 0.006 and p = 0.017, respectively). Conclusions: ΔSII is related to progression and death in patients with stage III NSCLC. The ΔSII can provide a detailed prognostic prediction for stage III NSCLC.


Assuntos
Plaquetas/patologia , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Quimiorradioterapia/mortalidade , Inflamação/complicações , Neoplasias Pulmonares/mortalidade , Linfócitos/patologia , Neutrófilos/patologia , Idoso , Carcinoma Pulmonar de Células não Pequenas/imunologia , Carcinoma Pulmonar de Células não Pequenas/patologia , Carcinoma Pulmonar de Células não Pequenas/terapia , Feminino , Seguimentos , Humanos , Inflamação/imunologia , Inflamação/patologia , Neoplasias Pulmonares/imunologia , Neoplasias Pulmonares/patologia , Neoplasias Pulmonares/terapia , Masculino , Prognóstico , Curva ROC , Estudos Retrospectivos , Taxa de Sobrevida
6.
Mediators Inflamm ; 2021: 2910892, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34744510

RESUMO

BACKGROUND: As a parameter integrating platelet (P), neutrophil (N), and lymphocyte (L) levels, the systemic immune-inflammation index (SII) has been used as a prognostic marker for patient survival in various types of solid malignant tumors. However, there is no in-depth study in non-small-cell lung cancer (NSCLC) patients with brain metastases after stereotactic radiotherapy. Therefore, we performed a retrospective analysis to determine the clinical and prognostic value of the SII in NSCLC patients with brain metastases who underwent stereotactic radiotherapy. MATERIALS AND METHODS: We enrolled 124 NSCLC patients with brain metastases treated with stereotactic radiotherapy in our hospital between May 2015 and June 2018. We obtained all baseline blood samples within one week prior to stereotactic radiotherapy. The SII was calculated by the following formula: neutrophil counts × platelet counts/lymphocyte counts. The optimal cutoff value of the SII for predicting prognosis was assessed by receiver operating characteristic (ROC) curves with the maximum log-rank values. The discriminative ability of predicting prognosis was calculated and compared using the Kaplan-Meier method and log-rank test. The hazard ratio (HR) and 95% confidence interval (CI) were combined to evaluate the prognostic impact of the blood index on overall survival (OS) and progression-free survival (PFS). Only those parameters that proved to be associated with statistically significant differences in clinical outcomes were compared in multivariate analysis using a multiple Cox proportional hazard regression model to identify independent prognostic factors. RESULTS: Of the total enrolled patients, 53.2% and 46.8% have high SII and low SII, respectively. In this study, Kaplan-Meier curve analysis revealed that the median PFS was 9 months (range: 2-22 months) and the median OS was 18 months (range: 4-37 months). Applying an optimal cutoff of 480 (SII), the median PFS was better in the low SII group patients (11.5 vs. 9 months), and the median OS was significantly longer in the low SII group patients (20 vs. 18 months). A SII > 480 was significantly associated with worse OS (HR: 2.196; 95% CI 1.259-3.832; P = 0.006) and PFS (HR: 2.471; 95% CI 1.488-4.104; P < 0.001) according to univariate analysis. In multivariate analysis, only age (HR: 2.159; 95% CI 1.205-3.869; P = 0.010), KPS (HR: 1.887; 95% CI 1.114-3.198; P = 0.018), and SII (HR: 1.938; 95% CI 1.046-3.589; P = 0.035) were independently correlated with OS, and SII (HR: 2.224; 95% CI 1.298-3.810; P = 0.004) was an independent prognostic predictor of PFS, whereas we found that other inflammation-based indices lost their independent value. CONCLUSIONS: The SII, which is an integrated blood parameter based on platelet, neutrophil, and lymphocyte counts, may be an independent prognostic indicator and may be useful for the identification of NSCLC patients with brain metastases after stereotactic radiotherapy at high risk for recurrence.


Assuntos
Neoplasias Encefálicas , Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Neoplasias Encefálicas/radioterapia , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/radioterapia , Humanos , Inflamação/patologia , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/radioterapia , Linfócitos/patologia , Neutrófilos , Prognóstico , Estudos Retrospectivos
7.
Mediators Inflamm ; 2020: 4105809, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33293896

RESUMO

BACKGROUND: The systemic immune-inflammation index (SII) has an important role in predicting survival in some solid tumors. However, little information is available concerning the change of the SII (∆SII) in colorectal cancer (CRC) after curative resection. This study was designed to evaluate the role of ∆SII in CRC patients who received surgery. METHODS: A total 206 patients were enrolled in this study. Clinicopathologic characteristics and survival were assessed. The relationships between overall survival (OS), disease-free survival (DFS), and ∆SII were analyzed with both univariate Kaplan-Meier and multivariate Cox regression methods. RESULTS: Based on the patient data, the receiver operating characteristic (ROC) optimal cutoff value of ∆SII was 127.7 for OS prediction. The 3-year and 5-year OS rates, respectively, were 60.4% and 36.7% in the high-∆SII group (>127.7) and 87.6% and 79.8% in the low-∆SII group (≤127.7). The 3-year and 5-year DFS rates, respectively, were 54.1% and 34.1% in the high-∆SII group and 80.3% and 78.5% in the low-∆SII group. In the univariate analysis, smoking, pathological stages III-IV, high-middle degree of differentiation, lymphatic invasion, vascular invasion, and the high-ΔSII group were associated with poor OS. Adjuvant therapy, pathological stages III-IV, vascular invasion, and ΔSII were able to predict DFS. Multivariate analysis revealed that pathological stages III-IV (HR = 0.442, 95% CI = 0.236-0.827, p = 0.011), vascular invasion (HR = 2.182, 95% CI = 1.243-3.829, p = 0.007), and the high-ΔSII group (HR = 4.301, 95% CI = 2.517-7.350, p < 0.001) were independent predictors for OS. Adjuvant therapy (HR = 0.415, 95% CI = 0.250-0.687, p = 0.001), vascular invasion (HR = 3.305, 95% CI = 1.944-5.620, p < 0.001), and the high-ΔSII group (HR = 4.924, 95% CI = 2.992-8.102, p < 0.001) were significant prognostic factors for DFS. CONCLUSIONS: The present study demonstrated that ∆SII was associated with the clinical outcome in CRC patients undergoing curative resection, supporting the role of ∆SII as a prognostic biomarker.


Assuntos
Neoplasias Colorretais/mortalidade , Neoplasias Colorretais/cirurgia , Inflamação/fisiopatologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias Colorretais/imunologia , Intervalo Livre de Doença , Feminino , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Prognóstico , Modelos de Riscos Proporcionais , Curva ROC , Estudos Retrospectivos , Resultado do Tratamento
8.
Int J Gynecol Cancer ; 29(1): 35-41, 2019 01.
Artigo em Inglês | MEDLINE | ID: mdl-30640681

RESUMO

BACKGROUND: Recently, several studies observed that locally advanced cervical carcinoma with negative excision repair crross-complementation group one enzyme expression has better outcomes in cisplatin-based chemotherapy or chemoradiotherapy than carcinoma with positive excission repair cross-complementation group one enzyme expression. In this meta-analysis, we quantitatively evaluated the prognostic value of excission repair cross-complementation group one enzyme expression in locally advanced cervical carcinoma patients receiving platinum-based chemotherapy or chemoradiotherapy. MATERIALS: A systematic search for relevant studies was conducted in the PubMed, Cochrane Library, EMBASE and Medline databases. Fixed- or random-effects models were used for pooled analysis. The endpoints were overall survival and disease-free survival () reported as ORs and 95% CIs. The effects of excission repair cross-complementation group one enzyme expression on the clinicopathological parameters were measured by the pooled ORs and their 95% CIs. RESULTS: Eight studies (612 patients in total) satisfied the inclusion criteria. Negative/low excission repair cross-complementation group one enzyme expression was significantly associated with better overall survival (OR, 1.92; 95% CI, 1.22 to 3.05; P = 0.005) and disease-free survival (OR, 5.77; 95% CI, 1.90 to 17.54; P = 0.002). Additionally, there were significant associations between excission repair cross-complementation group one enzyme expression and lymph node metastasis (OR, 2.57; 95% CI, 1.28 to 5.16; P = 0.008). CONCLUSIONS: This meta-analysis suggested that pretreatment excission repair cross-complementation group one enzyme expression might be a useful biomarker to predict prognoses for locally advanced cervical carcinoma patients receiving platinum-based chemotherapy or chemoradiotherapy.


Assuntos
Biomarcadores Tumorais/metabolismo , Quimiorradioterapia/métodos , Cisplatino/uso terapêutico , Proteínas de Ligação a DNA/metabolismo , Endonucleases/metabolismo , Neoplasias do Colo do Útero/patologia , Ensaios Clínicos como Assunto , Feminino , Humanos , Prognóstico , Neoplasias do Colo do Útero/enzimologia , Neoplasias do Colo do Útero/terapia
9.
Zhonghua Yi Xue Za Zhi ; 95(5): 374-7, 2015 Feb 03.
Artigo em Chinês | MEDLINE | ID: mdl-26168675

RESUMO

OBJECTIVE: To explore the effect of whole brain irradiation (WBI) on neurogenesis in hippocampus and its relationship with histone acetylation. METHODS: A signal dose of 30Gy 4MeV electron beam was offered to male Sprague-Dawley rats (150 - 200 g). At Days 7 and 30, immunohistochemistry and Western blot were used to analyze the effects of WBI on neurogenesis and the expression of acetyl-H3 and histone deacetylase 1 (HDAC1) in hippocampus. Finally trichostatin A (TSA), a HDAC1 inhibitor, was used to verify whether H3 acetylation was associated with neurogenesis impairment. RESULTS: Immunofluorescence showed that, at Day 7 post-irradiation, the number of BrdU + NeuN + cells reduced by 67% (P < 0. 01) and it approached zero at Day 30 (P < 0. 01). Meanwhile, a significant decrease of HDAC1-dependent H3 acetylation was observed. Western blot showed 30% (P <0. 05) and 61% (P < 0. 01) reductions in H3 acetylation at Days 7 and 30 post-irradiation respectively. These results were further confirmed by immunofluorescent staining. Also HDAC1 levels significantly increased in a time-dependent manner at Days 7 and 30 post-irradiation. And TSA rescued neurogenesis impairment after WBI. CONCLUSION: Radiation-induced HDAC1-dependent H3 acetylation decline is associated with long-term neurogenesis impairment in dentate gyrus.


Assuntos
Hipocampo , Neurogênese , Lesões Experimentais por Radiação , Acetilação , Animais , Lesões Encefálicas , Inibidores de Histona Desacetilases , Histonas , Ácidos Hidroxâmicos , Masculino , Ratos , Ratos Sprague-Dawley
10.
Biochem Biophys Res Commun ; 443(2): 646-51, 2014 Jan 10.
Artigo em Inglês | MEDLINE | ID: mdl-24333433

RESUMO

Cranial radiotherapy induces progressive and debilitating cognitive deficits, particularly in long-term cancer survivors, which may in part be caused by the reduction of hippocampal neurogenesis. Previous studies suggested that voluntary exercise can reduce the cognitive impairment caused by radiation therapy. However, there is no study on the effect of forced wheel exercise and little is known about the molecular mechanisms mediating the effect of exercise. In the present study, we investigated whether the forced running exercise after irradiation had the protective effects of the radiation-induced cognitive impairment. Sixty-four Male Sprague-Dawley rats received a single dose of 20Gy or sham whole-brain irradiation (WBI), behavioral test was evaluated using open field test and Morris water maze at 2months after irradiation. Half of the rats accepted a 3-week forced running exercise before the behavior detection. Immunofluorescence was used to evaluate the changes in hippocampal neurogenesis and Western blotting was used to assess changes in the levels of mature brain-derived neurotrophic factor (BDNF), phosphorylated tyrosine receptor kinase B (TrkB) receptor, protein kinase B (Akt), extracellular signal-regulated kinase (ERK), calcium-calmodulin dependent kinase (CaMKII), cAMP-calcium response element binding protein (CREB) in the BDNF-pCREB signaling. We found forced running exercise significantly prevented radiation-induced cognitive deficits, ameliorated the impairment of hippocampal neurogenesis and attenuated the down-regulation of these proteins. Moreover, exercise also increased behavioral performance, hippocampal neurogenesis and elevated BDNF-pCREB signaling in non-irradiation group. These results suggest that forced running exercise offers a potentially effective treatment for radiation-induced cognitive deficits.


Assuntos
Fator Neurotrófico Derivado do Encéfalo/metabolismo , Encéfalo/fisiopatologia , Transtornos Cognitivos/fisiopatologia , Cognição/efeitos da radiação , Neurogênese/efeitos da radiação , Condicionamento Físico Animal/efeitos adversos , Lesões por Radiação/fisiopatologia , Animais , Encéfalo/efeitos da radiação , Transtornos Cognitivos/etiologia , Transtornos Cognitivos/patologia , Hipocampo/patologia , Hipocampo/fisiopatologia , Hipocampo/efeitos da radiação , Masculino , Aprendizagem em Labirinto , Doses de Radiação , Lesões por Radiação/etiologia , Lesões por Radiação/patologia , Ratos , Ratos Sprague-Dawley , Transdução de Sinais/efeitos da radiação
11.
PLoS One ; 19(1): e0295501, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38170718

RESUMO

Thyroid disease presents a significant health risk, lowering the quality of life and increasing treatment costs. The diagnosis of thyroid disease can be challenging, especially for inexperienced practitioners. Machine learning has been established as one of the methods for disease diagnosis based on previous studies. This research introduces a novel and more effective technique for predicting thyroid disease by utilizing machine learning methodologies, surpassing the performance of previous studies in this field. This study utilizes the UCI thyroid disease dataset, which consists of 9172 samples and 30 features, and exhibits a highly imbalanced target class distribution. However, machine learning algorithms trained on imbalanced thyroid disease data face challenges in reliably detecting minority data and disease. To address this issue, re-sampling is employed, which modifies the ratio between target classes to balance the data. In this study, the down-sampling approach is utilized to achieve a balanced distribution of target classes. A novel RF-based self-stacking classifier is presented in this research for efficient thyroid disease detection. The proposed approach demonstrates the ability to diagnose primary hypothyroidism, increased binding protein, compensated hypothyroidism, and concurrent non-thyroidal illness with an accuracy of 99.5%. The recommended model exhibits state-of-the-art performance, achieving 100% macro precision, 100% macro recall, and 100% macro F1-score. A thorough comparative assessment is conducted to demonstrate the viability of the proposed approach, including several machine learning classifiers, deep neural networks, and ensemble voting classifiers. The results of K-fold cross-validation provide further support for the efficacy of the proposed self-stacking classifier.


Assuntos
Qualidade de Vida , Doenças da Glândula Tireoide , Humanos , Algoritmos , Redes Neurais de Computação , Aprendizado de Máquina , Doenças da Glândula Tireoide/diagnóstico
12.
Sci Rep ; 14(1): 12476, 2024 05 30.
Artigo em Inglês | MEDLINE | ID: mdl-38816411

RESUMO

Fatty acid metabolism has been identified as an emerging hallmark of cancer, which was closely associated with cancer prognosis. Whether fatty acid metabolism-related genes (FMGs) signature play a more crucial role in biological behavior of esophageal squamous cell carcinoma (ESCC) prognosis remains unknown. Thus, we aimed to identify a reliable FMGs signature for assisting treatment decisions and prognosis evaluation of ESCC. In the present study, we conducted consensus clustering analysis on 259 publicly available ESCC samples. The clinical information was downloaded from The Cancer Genome Atlas (TCGA, 80 ESCC samples) and Gene Expression Omnibus (GEO) database (GSE53625, 179 ESCC samples). A consensus clustering arithmetic was used to determine the FMGs molecular subtypes, and survival outcomes and immune features were evaluated among the different subtypes. Kaplan-Meier analysis and the receiver operating characteristic (ROC) was applied to evaluate the reliability of the risk model in training cohort, validation cohort and all cohorts. A nomogram to predict patients' 1-year, 3-year and 5-year survival rate was also studied. Finally, CCK-8 assay, wound healing assay, and transwell assay were implemented to evaluate the inherent mechanisms of FMGs for tumorigenesis in ESCC. Two subtypes were identified by consensus clustering, of which cluster 2 is preferentially associated with poor prognosis, lower immune cell infiltration. A fatty acid (FA) metabolism-related risk model containing eight genes (FZD10, TACSTD2, MUC4, PDLIM1, PRSS12, BAALC, DNAJA2 and ALOX12B) was established. High-risk group patients displayed worse survival, higher stromal, immune and ESTIMATE scores than in the low-risk group. Moreover, a nomogram revealed good predictive ability of clinical outcomes in ESCC patients. The results of qRT-PCR analysis revealed that the MUC4 and BAALC had high expression level, and FZD10, PDLIM1, TACSTD2, ALOX12B had low expression level in ESCC cells. In vitro, silencing MUC4 remarkably inhibited ESCC cell proliferation, invasion and migration. Our study fills the gap of FMGs signature in predicting the prognosis of ESCC patients. These findings revealed that cluster subtypes and risk model of FMGs had effects on survival prediction, and were expected to be the potential promising targets for ESCC.


Assuntos
Neoplasias Esofágicas , Carcinoma de Células Escamosas do Esôfago , Ácidos Graxos , Regulação Neoplásica da Expressão Gênica , Mucina-4 , Humanos , Carcinoma de Células Escamosas do Esôfago/genética , Carcinoma de Células Escamosas do Esôfago/metabolismo , Carcinoma de Células Escamosas do Esôfago/patologia , Neoplasias Esofágicas/genética , Neoplasias Esofágicas/metabolismo , Neoplasias Esofágicas/patologia , Ácidos Graxos/metabolismo , Mucina-4/genética , Mucina-4/metabolismo , Prognóstico , Linhagem Celular Tumoral , Feminino , Masculino , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Proliferação de Células , Pessoa de Meia-Idade , Perfilação da Expressão Gênica , Nomogramas , Estimativa de Kaplan-Meier
13.
Front Pharmacol ; 15: 1290120, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38292937

RESUMO

Ferroptosis, distinct from apoptosis, is a novel cellular death pathway characterized by the build-up of lipid peroxidation and reactive oxygen species (ROS) derived from lipids within cells. Recent studies demonstrated the efficacy of ferroptosis inducers in targeting malignant cells, thereby establishing a promising avenue for combating cancer. Traditional Chinese medicine (TCM) has a long history of use and is widely used in cancer treatment. TCM takes a holistic approach, viewing the patient as a system and utilizing herbal formulas to address complex diseases such as cancer. Recent TCM studies have elucidated the molecular mechanisms underlying ferroptosis induction during cancer treatment. These studies have identified numerous plant metabolites and derivatives that target multiple pathways and molecular targets. TCM can induce ferroptosis in tumor cells through various regulatory mechanisms, such as amino acid, iron, and lipid metabolism pathways, which may provide novel therapeutic strategies for apoptosis-resistant cancer treatment. TCM also influence anticancer immunotherapy via ferroptosis. This review comprehensively elucidates the molecular mechanisms underlying ferroptosis, highlights the pivotal regulatory genes involved in orchestrating this process, evaluates the advancements made in TCM research pertaining to ferroptosis, and provides theoretical insights into the induction of ferroptosis in tumors using botanical drugs.

14.
Radiat Res ; 201(3): 240-251, 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-38235539

RESUMO

Cognitive dysfunction is the most common form of radiation-induced brain injury. TDP-43 is known to be associated with hippocampal degeneration and cognitive dysfunction, in this study we wanted to know if it also had an effect on radiation-induced hippocampus damage. At first, we found the expression of TDP-43 and p-TDP-43 was increased in the hippocampus of rats with radiation-induced cognitive dysfunction. Single-cell RNA-seq analysis of the rat hippocampus showed that TDP-43 was expressed in all cell types and was significantly upregulated in neuron cells after irradiation. Enrichment analysis of gene ontology (GO) functions and KEGG pathways showed that the differential expression genes in neuron after irradiation may be involved in synaptic plasticity. In vitro, the expression of TDP-43 was also increased in neuron cells after irradiation, while the expression of brain-derived neurotrophic factor (BDNF), TrkB, typical synaptic signature proteins (SYN, GAP43 and PSD95), ß-tubulin and dendritic spines were decreased. In the irradiated neurons, the ß-tubulin, dendritic and spines typical synaptic signature proteins had more severe damage in pcDNA3.1-TDP-43 plasmid transfections group, however, the damages were alleviated in the siRNA-TDP-43 plasmid transfections group. BDNF was highly expressed in the irradiated pcDNA3.1-TDP-43 plasmid transfections group, while its expression was decreased in the siRNA-TDP-43 group. The TrkB expression was significantly reduced in neurons after exposure to ionizing radiation, however, there was no significant correlation with TDP-43 expression. These data indicate that TDP-43 is involved in radiation-induced neuronal synaptic plasticity decline and developmental damage, furthermore, the BDNF/TrkB signaling pathway may not be involved in this process.


Assuntos
Fator Neurotrófico Derivado do Encéfalo , Tubulina (Proteína) , Animais , Ratos , Fator Neurotrófico Derivado do Encéfalo/genética , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Hipocampo/metabolismo , Plasticidade Neuronal/fisiologia , Neurônios , RNA Interferente Pequeno
15.
Medicine (Baltimore) ; 103(18): e38038, 2024 May 03.
Artigo em Inglês | MEDLINE | ID: mdl-38701277

RESUMO

The present study aimed to establish an effective prognostic nomogram model based on the Naples prognostic score (NPS) for resectable thoracic esophageal squamous cell carcinoma (ESCC). A total of 277 patients with ESCC, who underwent standard curative esophagectomy and designated as study cohort, were retrospectively analyzed. The patients were divided into different groups, including NPS 0, NPS 1, NPS 2, and NPS 3 or 4 groups, for further analysis, and the results were validated in an external cohort of 122 ESCC patients, who underwent surgery at another cancer center. In our multivariate analysis of the study cohort showed that the tumor-node-metastasis (TNM) stage, systemic inflammation score, and NPS were the independent prognostic factors for the overall survival (OS) and progression-free survival (PFS) durations. In addition, the differential grade was also an independent prognostic factor for the OS in the patients with ESCC after surgery (all P < .05). The area under the curve of receiver operator characteristics for the PFS and OS prediction with systemic inflammation score and NPS were 0.735 (95% confidence interval [CI] 0.676-0.795, P < .001) and 0.835 (95% CI 0.786-0.884, P < .001), and 0.734 (95% CI 0.675-0.793, P < .001) and 0.851 (95% CI 0.805-0.896, P < .001), respectively. The above independent predictors for OS or PFS were all selected in the nomogram model. The concordance indices (C-indices) of the nomogram models for predicting OS and PFS were 0.718 (95% CI 0.681-0.755) and 0.669 (95% CI 0.633-0.705), respectively, which were higher than that of the 7th edition of American Joint Committee on Cancer TNM staging system [C-index 0.598 (95% CI 0.558-0.638) for OS and 0.586 (95% CI 0.546-0.626) for PFS]. The calibration curves for predicting the 5-year OS or PFS showed a good agreement between the prediction by nomogram and actual observation. In the external validation cohort, the nomogram discrimination for OS was better than that of the 7th edition of TNM staging systems [C-index: 0.697 (95% CI 0.639-0.755) vs 0.644 (95% CI 0.589-0.699)]. The calibration curves showed good consistency in predicting the 5-year survival between the actual observation and nomogram predictions. The decision curve also showed a higher potential of the clinical application of predicting the 5-years OS of the proposed nomogram model as compared to that of the 7th edition of TNM staging systems. The preoperative NPS-based nomogram model had a certain potential role for predicting the prognosis of ESCC patients.


Assuntos
Neoplasias Esofágicas , Carcinoma de Células Escamosas do Esôfago , Esofagectomia , Nomogramas , Humanos , Masculino , Feminino , Estudos Retrospectivos , Carcinoma de Células Escamosas do Esôfago/cirurgia , Carcinoma de Células Escamosas do Esôfago/mortalidade , Carcinoma de Células Escamosas do Esôfago/patologia , Pessoa de Meia-Idade , Neoplasias Esofágicas/cirurgia , Neoplasias Esofágicas/mortalidade , Neoplasias Esofágicas/patologia , Prognóstico , Esofagectomia/métodos , Idoso , Estadiamento de Neoplasias , Adulto
16.
Ann Med ; 55(2): 2242254, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37552770

RESUMO

BACKGROUNDS: The Naples prognosis score (NPS) is a novel prognostic biomarker-based immune and nutritional status and that can be used to evaluate prognosis. Our study aimed to investigate the prognostic role of NPS in SCLC patients. METHODS: Patients treated with chemoradiotherapy were retrospectively analyzed between June 2012 and August 2017. We divided patients into three groups depending on the NPS: group 0, n = 31; group 1, n = 100; and group 2, n = 48, and associations between clinical characteristics and NPS group were analyzed. The univariable and multivariable Cox analyses were used to evaluate the prognostic value of clinicopathological characteristics and laboratory indicators for overall survival (OS) and progression-free survival (PFS). RESULTS: Data from 179 patients were analyzed. Treatment modality (p < 0.001) and serum CEA (p = 0.03) were significantly different among the NPS groups. The age, sex, smoking status, KPS, Karnofsky performance score (KPS), disease extent, and number of metastatic sites were not correlated with NPS (all p > 0.05). KPS, disease extent, prophylactic cranial irradiation, treatment response and NPS Group were associated with OS. In addition, KPS, disease extent, prophylactic cranial irradiation, treatment response and NPS Group were associated with PFS. Multivariate analysis results showed that NPS was identified as an independent prognostic factor for OS (Group 1: hazard ratio [HR] = 2.704, 95% confidence interval [CI] = 1.403-5.210; p = 0.003; Group 2: HR = 5.154, 95% CI = 2.614-10.166; p < 0.001) and PFS (Group 1: HR = 2.018, 95% CI = 1.014-4.014; p = 0.045; Group 2: HR = 3.339, 95% CI = 1.650-6.756; p = 0.001). CONCLUSIONS: NPS is related to clinical outcomes in patients with SCLC.


Despite the high clinical curative effect to radiation therapy and chemotherapy in SCLC, most patients subsequently experience tumor recurrence or metastasis.Whether NPS has prognostic values in SCLC has not been investigated to date.NPS is related to clinical outcomes in patients with SCLC.NPS as an innovative scoring system, can improves prediction of survival in SCLC patients.


Assuntos
Neoplasias Pulmonares , Carcinoma de Pequenas Células do Pulmão , Humanos , Carcinoma de Pequenas Células do Pulmão/tratamento farmacológico , Prognóstico , Neoplasias Pulmonares/terapia , Neoplasias Pulmonares/patologia , Estudos Retrospectivos , Quimiorradioterapia
17.
Front Immunol ; 14: 1120684, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36949951

RESUMO

Neoadjuvant chemoradiotherapy (NACRT) or chemotherapy (NACT) followed by radical resection and then adjuvant therapy is considered the optimal treatment model for locally advanced colorectal cancer (LACRC). A recent total neoadjuvant therapy (TNT) strategy further improved the tumour regression rate preoperatively and reduced local-regional recurrence in locally advanced rectal cancer (LARC). However, distant metastasis was still high, and little overall survival benefit was obtained from these preoperative treatment models. According to mismatch repair protein expression, MSI-H/dMMR and non-MSI-H/pMMR statuses were defined in colorectal cancer (CRC) patients. Due to the special features of biologics in MSI-H/dMMR CRC patients, this subgroup of patients achieved little treatment efficacy from chemoradiotherapy but benefited from immune checkpoint inhibitors (ICIs). The KEYNOTE-177 trial observed favourable survival outcomes in metastatic CRC patients treated with one-line pembrolizumab with tolerable toxicity. Given the better systemic immune function, increased antigenic exposure, and improved long-term memory induction before surgery, neoadjuvant ICI (NAICI) treatment was proposed. The NICHE trial pioneered the use of NAICI treatment in LACRC, and recent reports from several phase II studies demonstrated satisfactory tumour downsizing in CRC. Preclinical rationales and preliminary early-phase human trials reveal the feasibility of NAICI therapy and the therapeutic efficacy provided by this treatment model. Better tumour regression before surgery also increases the possibility of organ preservation for low LARC. However, the optimal treatment strategy and effective biomarker identification for beneficiary selection remain unknown, and potential pitfalls exist, including tumour progression during neoadjuvant treatment due to drug resistance and surgery delay. Given these foundations and questions, further phase II or III trials with large samples need to be conducted to explore the right regimens for the right patients.


Assuntos
Neoplasias do Colo , Neoplasias Colorretais , Neoplasias Retais , Humanos , Terapia Neoadjuvante , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Retais/patologia , Imunoterapia
18.
J Inflamm Res ; 16: 793-807, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36860794

RESUMO

Background: The Naples Prognostic Score (NPS) can reflect patient's nutritional and inflammatory status, which is identified as a prognostic indicator for various malignant tumors. However, its significance in patients with resected locally advanced non-small cell lung cancer (LA-NSCLC) patients who receive neoadjuvant treatment remains unclear so far. Methods: A total of 165 LA-NSCLC patients surgically treated from May 2012 to November 2017 were retrospectively investigated. The LA-NSCLC patients were divided into three groups according to NPS scores. The receiver operating curve (ROC) analysis was performed to reveal the discriminatory ability of NPS and other indicators for predicting the survival. The NPS and clinicopathological variables were further evaluated the prognostic value by univariate and multivariate Cox analysis. Results: The NPS was related to age (P = 0.046), smoking history (P = 0.004), Eastern Cooperative Oncology Group (ECOG) score (P = 0.005), and adjuvant treatment (P = 0.017). Patients with high NPS scores had worse overall survival (OS) (group 1 vs 0, P = 0.006; group 2 vs 0, P < 0.001) and disease-free survival (DFS) (group 1 vs 0, P < 0.001; group 2 vs 0, P < 0.001). The ROC analysis demonstrated that NPS had better predictive ability than other prognostic indicators. Multivariate analysis revealed that NPS was independent prognostic indicator of OS (group 1 vs 0, hazard ratio [HR] =2.591, P = 0.023; group 2 vs 0, HR = 8.744, P = 0.001) and DFS (group 1 vs 0, HR =3.754, P < 0.001; group 2 vs 0, HR = 9.673, P < 0.001). Conclusion: The NPS could be an independent prognostic indicator in patients with resected LA-NSCLC receiving neoadjuvant treatment and more reliable than the other nutritional and inflammatory indicators.

19.
Front Pharmacol ; 14: 1185850, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37441531

RESUMO

Background: Although oxidative stress is known to contribute to cancer, and endogenous and exogenous antioxidants are thought to prevent tumorigenesis by suppressing oxidative stress-induced DNA damage, antioxidants have also been reported to show negative effects on tumor formation, necessitating characterization of the causal associations between antioxidants and cancer risk. Methods: In this study, Mendelian randomization (MR) analysis, primarily inverse-variance weighted MR, was used to assess the causal effect of six endogenous and five exogenous diet-derived antioxidants on the risk of six cancers. MR-Egger intercept test and Cochran's Q statistic were utilized to assess pleiotropy and heterogeneity, respectively. Results: For endogenous antioxidants, a bidirectional two-sample MR analysis was conducted. Our findings suggested that serum albumin has a negative causal association with the risk of prostate cancer [odds ratio (OR) = 0.78, 95% confidence interval (CI): 0.68-0.91, p = 0.001]. The risks of the six cancers showed no significant associations with endogenous antioxidants in the converse MR analysis. For exogenous antioxidants, the unidirectional two-sample MR analysis exhibited a nominal relationship between the serum retinol level and non-small-cell lung cancer risk (OR = 0.29, 95% CI: 0.11-0.76, p = 0.011). Conclusions: Thus, our study revealed the protective effects of genetic susceptibility to high circulating albumin levels on prostate cancer, providing potential targeted interventions for prostate cancer prevention.

20.
Int J Gen Med ; 15: 4959-4974, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35601002

RESUMO

Objective: We used bioinformatics analysis to identify potential biomarker genes and their relationship with breast cancer (BC). Materials and Methods: We used a weighted gene co-expression network analysis (WGCNA) to create a co-expression network based on the top 25% genes in the GSE24124, GSE33926, and GSE86166 datasets obtained from the Gene Expression Omnibus. We used the DAVID online platform to perform GO and KEGG pathway enrichment analyses and the Cytoscape CytoHubba plug-in to screen the potential genes. Then, we related the genes to prognostic values in BC using the Oncomine, GEPIA, and Kaplan-Meier Plotter databases. Findings were validated by immunohistochemical (IHC) staining in the Human Protein Atlas and the TCGA-BRCA cohort. LinkedOmics identified the interactive expressions of hub genes. We used UALCAN to evaluate the methylation levels of these hub genes. MethSurv and SurvivalMeth were used to assess the multilevel prognostic value. Finally, we assessed hub gene association with immune cell infiltration using TIMER. Results: The mRNA levels of MKI67, UBE2C, GTSE1, CCNA2, and MND1 were significantly upregulated in BC, whereas ESR1, THSD4, TFF1, AGR2, and FOXA1 were significantly downregulated. The DNA methylation signature analysis showed a better prognosis in the low-risk group. Further subgroup analyses revealed that MND1 might serve as an independent risk factor for unfavorable BC prognosis. Additionally, MND1 expression levels positively correlate with the immune infiltration statuses of CD4+ T cells, CD8+ T cells, B cells, neutrophils, dendritic cells, and macrophages. Conclusion: Our results indicate that the ten hub genes may be involved in BC's carcinogenesis, development, or metastasis, and MND1 may be a potential biomarker and therapeutic target for BC.

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