MicroRNA expression profile predicts prognosis of pediatric adrenocortical tumors

Pediatric adrenocortical tumors (ACT) are rare aggressive neoplasms with heterogeneous prognosis. Despite extensive efforts, identifying reliable prognostic factors for pediatric patients with ACT remains a challenge. MicroRNA (miRNA) signatures have been associated with cancer diagnosis, treatment response, and prognosis of several types of cancer. However, the role of miRNAs has been poorly explored in pediatric ACT. In this study, we performed miRNA microarray profiling on a cohort of 37 pediatric ACT and nine non-neoplastic adrenal (NNA) samples and evaluated the prognostic significance of abnormally expressed miRNAs using Kaplan-Meier plots, log-rank test and Cox regression analysis. We identified a total of 98 abnormally expressed miRNAs, which expression profile discriminated ACT from NNAs. Among the 98 deregulated miRNAs, 17 presented significant associations with patients’ survival. In addition, higher expression levels of hsa-miR-630, -139-3p, -125a-3p, -574-5p, -596, -564, -1321, and -423-5p and lower expression levels of hsa-miR-377-3p, -126-3p, -410, -136-3p, -29b-3p, -29a-3p, -337-5p, -143-3p, and 140-5p were significantly associated with poor prognosis, tumor relapse, and/or death. Importantly, the expression profile of these 17 miRNAs stratified patients into two groups of ACTs with different clinical outcomes. Although some individual miRNAs exhibit potential prognostic values in ACTs, only the 17 miRNA-based expression clustering was considered an independent prognostic factor for five-year event-free survival (EFS) compared to other clinicopathological features. In conclusion, our study reports for the first time associations between miRNA profiles and childhood ACT prognosis, providing evidence that miRNAs could be useful biomarkers to discriminate patients with favorable and unfavorable clinical outcomes.

Download Full-text

Expression of MUM1/IRF4 correlates with clinical outcome in patients with B-cell chronic lymphocytic leukemia

Blood ◽

10.1182/blood-2002-01-0104 ◽

2002 ◽

Vol 100 (13) ◽

pp. 4671-4675 ◽

Cited By ~ 39

Author(s):

Chung-Che Chang ◽

Jennifer Lorek ◽

Daniel E. Sabath ◽

Ying Li ◽

Christopher R. Chitambar ◽

...

Keyword(s):

Chronic Lymphocytic Leukemia ◽

B Cell ◽

Cox Regression ◽

Prognostic Significance ◽

Lymphocytic Leukemia ◽

Rank Test ◽

Cox Regression Analysis ◽

Kaplan Meier ◽

Interferon Regulatory Factor 4 ◽

Cell Chronic Lymphocytic Leukemia

In this study, we evaluated the prognostic significance of multiple myeloma-1/interferon regulatory factor-4 (MUM1/IRF4) expression in B-cell chronic lymphocytic leukemia (B-CLL). Our results demonstrated that the absence of MUM1/IRF4 expression showed the highest relative risk among the factors analyzed in determining the probability for death in patients with B-CLL using univariate and multivariate Cox regression analysis. Patients without MUM1/IRF4 expression had significantly worse overall survival than did those with MUM1/IRF4 expression (52% cumulative survival, 63 months vs not reached, Kaplan-Meier survival analysis; P < .03, log-rank test). Patients with MUM1/IRF4 expression were more likely to have disease at low Rai stage and interstitial/nodular marrow involvement. Furthermore, only 1 of 11 patients with MUM1/IRF4 expression and interstitial/nodular marrow involvement died during a 100-month follow-up. Our results suggest that B-CLL with expression of MUM1/IRF4, indicative of postgerminal center origin, has a more favorable clinical course and that MUM1/IRF4 is an important prognostic marker in B-CLL.

Download Full-text

Bioinformatic analysis of the inner heterogeneity within MYCN non-amplified pediatric neuroblastoma sub-group

10.21203/rs.3.rs-48689/v1 ◽

2020 ◽

Author(s):

Haiwei Wang ◽

Xinrui Wang ◽

Liangpu Xu ◽

Ji Zhang ◽

Hua Cao

Keyword(s):

Gene Expression ◽

Overall Survival ◽

Clinical Outcomes ◽

Cox Regression ◽

Prognostic Significance ◽

Young Patients ◽

Bioinformatic Analysis ◽

Mycn Amplification ◽

Expression Levels ◽

Kaplan Meier

Abstract Background: Pediatric neuroblastoma is divided into MYCN amplified and MYCN non-amplified sub-groups. However, the extent of heterogeneity within MYCN amplified or non-amplified pediatric neuroblastoma is unclear.Methods: The prognostic significance of age and MYCN amplification was determined through multivariate cox regression and Kaplan-Meier survival analysis. MYCN non-amplified pediatric neuroblastoma patients were divided into different sub-consensuses using non-negative matrix factorization (NMF) based on the gene expression profiling. Genes particularly expressed in MYCN non-amplified young neuroblastoma patients were identified using Therapeutically Applicable Research to Generate Effective Treatments (TARGET) and Gene Expression Omnibus (GEO) datasets. The prognostic effects of ALCAM, CACNA2D3, DST, EPB41L4A and KIFIB in MYCN non-amplified pediatric neuroblastoma patients were determined by Kaplan-Meier survival.Results: Age and MYCN amplification were independent prognostic factors in pediatric neuroblastoma. MYCN non-amplified pediatric neuroblastoma comprised young and old two distinct sub-groups. Compared with MYCN non-amplified old neuroblastoma patients, MYCN non-amplified young neuroblastoma patients had better clinical outcomes. MYCN non-amplified pediatric neuroblastoma was divided into three sub-consensuses through NMF assay and each sub-consensus was with significantly different clinical outcomes. However, MYCN amplified pediatric neuroblastoma was relatively homogeneous, and could not divide into sub-groups with different clinical outcomes by age or by NMF assay. ALCAM, CACNA2D3, DST, EPB41L4A and KIFIB were highly expressed in MYCN non-amplified young neuroblastoma patients. Moreover, the high expression levels of ALCAM, CACNA2D3, DST, EPB41L4A or KIFIB were associated with the favorable prognosis of MYCN non-amplified neuroblastoma patients. We also found that DST was an independent prognostic factor in MYCN non-amplified neuroblastoma patients and MYCN non-amplified neuroblastoma young patients with high DST expression levels had the best clinical overall survival.Conclusions: MYCN non-amplified neuroblastoma was a heterogeneous disease and could be divided into sub-groups based on age or the expression levels of ALCAM, CACNA2D3, DST, EPB41L4A or KIFIB. MYCN non-amplified neuroblastoma young patients with high DST expression levels had the best clinical overall survival.

Download Full-text

New Circulating Circular RNAs with Diagnostic and Prognostic Potential in Advanced Colorectal Cancer

International Journal of Molecular Sciences ◽

10.3390/ijms222413283 ◽

2021 ◽

Vol 22 (24) ◽

pp. 13283

Author(s):

Maria Radanova ◽

Galya Mihaylova ◽

Oskan Tasinov ◽

Desislava P. Ivanova ◽

George St. Stoyanov ◽

...

Keyword(s):

Colorectal Cancer ◽

Cox Regression ◽

Prognostic Significance ◽

Clinicopathological Characteristics ◽

Rank Test ◽

Circular Rnas ◽

Cox Regression Analysis ◽

Expression Levels ◽

The Mean ◽

New Biomarkers

Circular RNAs (circRNAs) are a group of special endogenous long non-coding RNAs which are highly stable in the circulation, and, thus, more suitable as new biomarkers of colorectal cancer (CRC). The aim of our study was to explore the plasma expression levels of four circRNAs: has_circ_0001445, hsa_circ_0003028, hsa_circ_0007915 and hsa_circ_0008717 in patients with CRC and to evaluate their associations with clinicopathological characteristics and the clinical outcome of the patients. CircRNAs were extracted from patients’ plasma obtained prior to chemotherapy. Their expression levels were measured by qPCR and calculated applying the 2−ΔΔCt method. The levels of all four circRNAs were significantly increased in the plasma of CRC patients. At the optimal cut-off values hsa_circ_0001445 and hsa_circ_0007915 in plasma could significantly distinguish between patients with or without metastatic CRC with 92.56% sensitivity and 42.86% specificity, and with 86.07% sensitivity and 57.14% specificity, respectively. The mean overall survival (OS) of patients with high/intermediate expression of hsa_circ_0001445 was 30 months, significantly higher in comparison with the mean OS of the patients with low expression—20 months (log-rank test, p = 0.034). In multivariate Cox regression analysis, the low levels of hsa_circ_0001445 were also associated with shorter survival (HR = 1.59, 95% CI: 1.02–2.47, p = 0.040). A prognostic significance of hsa_circ_0001445 for patients with metastatic CRC was established.

Download Full-text

Bioinformatic analysis of the inner heterogeneity within MYCN non-amplified pediatric neuroblastoma sub-group

10.21203/rs.3.rs-48689/v2 ◽

2020 ◽

Author(s):

Haiwei Wang ◽

Xinrui Wang ◽

Liangpu Xu ◽

Ji Zhang ◽

Hua Cao

Keyword(s):

Gene Expression ◽

Overall Survival ◽

Clinical Outcomes ◽

Cox Regression ◽

Prognostic Significance ◽

Bioinformatic Analysis ◽

Gene Expression Omnibus ◽

Mycn Amplification ◽

Expression Levels ◽

Kaplan Meier

Abstract Background: Pediatric neuroblastoma is divided into MYCN amplified and MYCN non-amplified sub-groups. However, the extent of heterogeneity within MYCN amplified or non-amplified pediatric neuroblastoma is unclear.Methods: The prognostic significance of age and MYCN amplification was determined through multivariate cox regression and Kaplan-Meier survival analysis. MYCN non-amplified pediatric neuroblastoma patients were divided into different sub-consensuses using non-negative matrix factorization (NMF) based on the gene expression profiling. Genes particularly expressed in MYCN non-amplified younger neuroblastoma patients were identified using Therapeutically Applicable Research to Generate Effective Treatments (TARGET) and Gene Expression Omnibus (GEO) datasets. The prognostic effects of ALCAM, CACNA2D3, DST, EPB41L4A and KIFIB in MYCN non-amplified pediatric neuroblastoma patients were determined by Kaplan-Meier survival.Results: Age and MYCN amplification were independent prognostic factors in pediatric neuroblastoma. Compared with MYCN non-amplified older neuroblastoma patients, MYCN non-amplified younger neuroblastoma patients had better clinical outcomes. MYCN non-amplified pediatric neuroblastoma was divided into three sub-consensuses through NMF assay and each sub-consensus was with significantly different clinical outcomes. However, MYCN amplified pediatric neuroblastoma could not divide into sub-groups with different clinical outcomes by age or by NMF assay. ALCAM, CACNA2D3, DST, EPB41L4A and KIFIB were highly expressed in MYCN non-amplified younger neuroblastoma patients. Moreover, the high expression levels of ALCAM, CACNA2D3, DST, EPB41L4A or KIFIB were associated with the favorable prognosis of MYCN non-amplified neuroblastoma patients. We also found that DST was an independent prognostic factor in MYCN non-amplified neuroblastoma patients and MYCN non-amplified younger neuroblastoma patients with high DST expression levels had the best clinical overall survival.Conclusions: MYCN non-amplified neuroblastoma was a heterogeneous disease and could be divided into sub-groups based on age or the expression levels of ALCAM, CACNA2D3, DST, EPB41L4A or KIFIB. MYCN non-amplified younger neuroblastoma patients with high DST expression levels had the best clinical overall survival.

Download Full-text

P-Cresyl Sulfate Is a Valuable Predictor of Clinical Outcomes in Pre-ESRD Patients

BioMed Research International ◽

10.1155/2014/526932 ◽

2014 ◽

Vol 2014 ◽

pp. 1-7 ◽

Cited By ~ 7

Author(s):

Cheng-Jui Lin ◽

Chi-Feng Pan ◽

Chih-Kuang Chuang ◽

Fang-Ju Sun ◽

Duen-Jen Wang ◽

...

Keyword(s):

Clinical Outcomes ◽

Cardiovascular Event ◽

Cox Regression ◽

Medical Center ◽

Serum Biochemistry ◽

Cox Regression Analysis ◽

Kaplan Meier ◽

Valuable Marker ◽

Valuable Predictor

Background/Aims. Previous studies have reported p-cresyl sulfate (PCS) was related to endothelial dysfunction and adverse clinical effect. We investigate the adverse effects of PCS on clinical outcomes in a chronic kidney disease (CKD) cohort study.Methods. 72 predialysis patients were enrolled from a single medical center. Serum biochemistry data and PCS were measured. The clinical outcomes including cardiovascular event, all-cause mortality, and dialysis event were recorded during a 3-year follow-up.Results. After adjusting other independent variables, multivariate Cox regression analysis showed age (HR: 1.12,P=0.01), cardiovascular disease history (HR: 6.28,P=0.02), and PCS (HR: 1.12,P=0.02) were independently associated with cardiovascular event; age (HR: 0.91,P<0.01), serum albumin (HR: 0.03,P<0.01), and PCS level (HR: 1.17,P<0.01) reached significant correlation with dialysis event. Kaplan-Meier analysis revealed that patients with higher serum p-cresyl sulfate (>6 mg/L) were significantly associated with cardiovascular and dialysis event (log rankP=0.03, log rankP<0.01, resp.).Conclusion. Our study shows serum PCS could be a valuable marker in predicting cardiovascular event and renal function progression in CKD patients without dialysis.

Download Full-text

Predictive impact of PVL assessments on clinical outcomes in patients undergoing TAVR

European Heart Journal ◽

10.1093/ehjci/ehaa946.2581 ◽

2020 ◽

Vol 41 (Supplement_2) ◽

Author(s):

K Matsushita ◽

B Marchandot ◽

M Kibler ◽

C Sato ◽

J Heger ◽

...

Keyword(s):

Clinical Outcomes ◽

Cox Regression ◽

Adenosine Diphosphate ◽

Rank Test ◽

Multicenter Studies ◽

Cox Regression Analysis ◽

Paravalvular Leakage ◽

Transcatheter Aortic Valve ◽

Log Rank Test ◽

Cerebrovascular Events

Abstract Introduction Paravalvular leakage (PVL) following transcatheter aortic valve replacement (TAVR) is associated with greater mortality. In clinical practice, determining PVL severity after TAVR remains challenging and often requires multiparametric assessment. Purpose This study sought to evaluate the respective value of various modalities of PVL assessments, including transthoracic echocardiography (TTE), cine-angiography, aortic regurgitation index (ARI), and closure time with adenosine diphosphate (CT-ADP), in the prediction of adverse clinical outcomes. Methods We included 1044 patients from our prospective TAVR registry between February 2010 and May 2019. Major adverse cardiac and cerebrovascular events (MACCE) was defined as a composite of all-cause death, myocardial infarction, stroke, and heart failure hospitalization within 1-year. Established cutoff values of ARI (<25) and CT-ADP (>180 sec) were used to assess the presence of PVL after TAVR. Results Moderate to severe PVL occurred in 14.2% and 5.2% of patients as measured by TTE and angiography. The rate of patients with ARI <25 and CT-ADP >180 sec were 36.5% and 24.9%, respectively. Among the four modalities, PVL evaluated by angiography predicted poorer clinical outcomes (Log rank test; p=0.001), whereas TTE, ARI <25, and CT-ADP >180 sec were not associated with 1-year MACCE. By multivariate Cox regression analysis, moderate to severe PVL by angiography was an independent predictor of 1-year MACCE (hazard ratio: 1.96; 95% confidence interval: 1.22–3.00; p=0.007). Conclusions Paravalvular leakage measured by angiography was evidenced as the most meaningful modality in the prediction of adverse clinical outcomes. Future multicenter studies are warranted to ensure these findings in the current TAVR era. Figure 1 Funding Acknowledgement Type of funding source: None

Download Full-text

Expression and Clinical Significance of Serum Exosomal miR-375 in Patients with Gastric Cancer

Tobacco Regulatory Science ◽

10.18001/trs.7.5.1.162 ◽

2021 ◽

Vol 7 (5) ◽

pp. 3896-3904

Author(s):

Daoting Deng ◽

Hong Zhang ◽

Junxi Liu ◽

Lina Ma ◽

Xinrui Lei ◽

...

Keyword(s):

Gastric Cancer ◽

Cancer Patients ◽

Cox Regression ◽

Prognostic Significance ◽

Cox Regression Analysis ◽

Healthy Group ◽

Cancer Group ◽

Kaplan Meier ◽

Gastric Cancer Patients ◽

Gastric Cancer Group

To explore exosomal miR-375 expression in gastric cancer patients and its relationship with patient prognosis. A total of 53 patients diagnosed with gastric cancer in our hospital from May 2014 to May 2016 were included as the gastric cancer group, and 46 healthy women who came to our hospital for physical examination during the same period were enrolled as the healthy group. Exosomal miR-375 expression level was detected using qRT-PCR, and the diagnostic performance and prognostic significance of exosomal miR-375 in gastric cancer were explored. The gastric cancer group showed increased exosomal miR-375 expression than the healthy group (P< 0.05); Kaplan-Meier survival analysis exhibited that serum exosomal miR-375 has an AUC of 0.778, sensitivity of 69.57%, and specificity of 75.47%, whereas Cox regression analysis showed that the miR-375 expression in exosomes was an independent risk factor affecting the prognosis of gastric cancer patients (P< 0.05). Patient with gastric cancer showed upregulated miR-375 expression in serum exosomes. Serum exosomal miR-375 was found to has positive sensitivity and specificity in the diagnosis of gastric cancer, which may be associated with poor prognosis of gastric cancer patients.

Download Full-text

Identification and Analysis of Three Hub Prognostic Genes Related to Osteosarcoma Metastasis

Journal of Oncology ◽

10.1155/2021/6646459 ◽

2021 ◽

Vol 2021 ◽

pp. 1-16

Author(s):

Jianye Tan ◽

Haofeng Liang ◽

Bingsheng Yang ◽

Shuang Zhu ◽

Guofeng Wu ◽

...

Keyword(s):

Regression Analysis ◽

Cox Regression ◽

Survival Rates ◽

Prognostic Biomarkers ◽

Messenger Rnas ◽

Hub Genes ◽

Cox Regression Analysis ◽

Expression Levels ◽

Kaplan Meier ◽

Before And After

Osteosarcoma (OS) often occurs in children and often undergoes metastasis, resulting in lower survival rates. Information on the complexity and pathogenic mechanism of OS is limited, and thus, the development of treatments involving alternative molecular and genetic targets is hampered. We categorized transcriptome data into metastasis and nonmetastasis groups, and 400 differential RNAs (230 messenger RNAs (mRNAs) and 170 long noncoding RNAs (lncRNAs)) were obtained by the edgeR package. Prognostic genes were identified by performing univariate Cox regression analysis and the Kaplan–Meier (KM) survival analysis. We then examined the correlation between the expression level of prognostic lncRNAs and mRNAs. Furthermore, microRNAs (miRNAs) corresponding to the coexpression of lncRNA-mRNA was predicted, which was used to construct a competitive endogenous RNA (ceRNA) regulatory network. Finally, multivariate Cox proportional risk regression analysis was used to identify hub prognostic genes. Three hub prognostic genes (ABCG8, LOXL4, and PDE1B) were identified as potential prognostic biomarkers and therapeutic targets for OS. Furthermore, transcriptions factors (TFs) (DBP, ESX1, FOS, FOXI1, MEF2C, NFE2, and OTX2) and lncRNAs (RP11-357H14.16, RP11-284N8.3, and RP11-629G13.1) that were able to affect the expression levels of genes before and after transcription were found to regulate the prognostic hub genes. In addition, we identified drugs related to the prognostic hub genes, which may have potential clinical applications. Immunohistochemistry (IHC) and quantitative real-time polymerase chain reaction (qRT-PCR) confirmed that the expression levels of ABCG8, LOXL4, and PDE1B coincided with the results of bioinformatics analysis. Moreover, the relationship between the hub prognostic gene expression and patient prognosis was also validated. Our study elucidated the roles of three novel prognostic biomarkers in the pathogenesis of OS as well as presenting a potential clinical treatment for OS.

Download Full-text

CIP4 Expression is Associated With The Prognosis in Colorectal Cancer

10.21203/rs.3.rs-95046/v1 ◽

2020 ◽

Author(s):

Keqian Zhang ◽

Tianqi Mao ◽

Zhicheng He ◽

Xiaojiao Wu ◽

Yu Peng ◽

...

Keyword(s):

Colorectal Cancer ◽

Cox Regression ◽

Prognostic Significance ◽

Lymphatic Invasion ◽

Chi Square ◽

Interacting Protein ◽

Cox Regression Analysis ◽

Kaplan Meier ◽

Chi Square Test ◽

Student’S T

Abstract Background: This study was conducted to detect the expression of Cdc42 interacting protein 4 (CIP4) in patients with colorectal cancer (CRC), and explore the role of CIP4 in prognosis of CRC patients.Methods: The expression of CIP4 mRNA was determined by quantitative real-time PCR (qRT-CPR) and compared by student’s t-test between groups. Relationships of clinical characteristics and CIP4 expression were analyzed by Chi-square test. Kaplan-Meier curves were used to estimate the overall survival of CRC patients. And Cox regression analysis was conducted to identify the prognostic biomarkers for CRC patients.Results: The qRT-PCR results showed that CRC tissues were detected with significantly high CIP4 mRNA expression compared with adjacent normal controls (P<0.0001). The overexpression of CIP4 in CRC tissues was influenced by distant metastasis (P=0.021), lymphatic invasion (P=0.012) and TNM stage (P=0.006). But, other clinical factors including age, gender, differentiation and tumor site were proved to have no obvious effects on CIP4 expression (all, P>0.05). The survival curves showed that patients with high CIP4 expression generally lived shorter than those with low CIP4 expression (P<0.001). In addition, the multivariate analysis revealed that differentiation (P=0.044, HR=1.631, 95%CI=1.013-2.626) and CIP4 expression (P=0.000, HR=5.283, 95%CI=3.138-8.893) were of great prognostic significance for CRC patients.Conclusion: Taken together, up-regulation of CIP4 in CRC tissues represented poor prognosis for patients.

Download Full-text

Tumor Infiltration by OX40+ Cells Enhances the Prognostic Significance of CD16+ Cell Infiltration in Colorectal Cancer

Cancer Control ◽

10.1177/1073274820903383 ◽

2020 ◽

Vol 27 (1) ◽

pp. 107327482090338

Author(s):

Fabian Haak ◽

Isabelle Obrecht ◽

Nadia Tosti ◽

Benjamin Weixler ◽

Robert Mechera ◽

...

Keyword(s):

Colorectal Cancer ◽

Immune Cell ◽

Cox Regression ◽

Prognostic Significance ◽

Tumor Necrosis Factor Receptor ◽

Tissue Microarrays ◽

Cell Infiltration ◽

Prognostic Impact ◽

Cox Regression Analysis ◽

Kaplan Meier

Objectives: Analysis of tumor immune infiltration has been suggested to outperform tumor, node, metastasis staging in predicting clinical course of colorectal cancer (CRC). Infiltration by cells expressing OX40, a member of the tumor necrosis factor receptor family, or CD16, expressed by natural killer cells, monocytes, and dendritic cells, has been associated with favorable prognosis in patients with CRC. We hypothesized that assessment of CRC infiltration by both OX40+ and CD16+ cells might result in enhanced prognostic significance. Methods: Colorectal cancer infiltration by OX40 and CD16 expressing cells was investigated in 441 primary CRCs using tissue microarrays and specific antibodies, by immunohistochemistry. Patients’ survival was evaluated by Kaplan-Meier and log-rank tests. Multivariate Cox regression analysis, hazard ratios, and 95% confidence intervals were also used to evaluate prognostic significance of OX40+ and CD16+ cell infiltration. Results: Colorectal cancer infiltration by OX40+ and CD16+ cells was subclassified into 4 groups with high or low infiltration levels in all possible combinations. High levels of infiltration by both OX40+ and CD16+ cells were associated with lower pT stage, absence of peritumoral lymphocytic (PTL) inflammation, and a positive prognostic impact. Patients bearing tumors with high infiltration by CD16+ and OX40+ cells were also characterized by significantly longer overall survival, as compared with the other groups. These results were confirmed by analyzing an independent validation cohort. Conclusions: Combined infiltration by OX40+ and CD16+ immune cells is an independent favorable prognostic marker in CRC. The prognostic value of CD16+ immune cell infiltration is significantly improved by the combined analysis with OX40+ cell infiltration.

Download Full-text