101
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Zhuo X, Zhou W, Li D, Chang A, Wang Y, Wu Y, Zhou Q. Plasma microRNA expression signature involving miR-548q, miR-630 and miR-940 as biomarkers for nasopharyngeal carcinoma detection. Cancer Biomark 2019; 23:579-587. [PMID: 30475754 DOI: 10.3233/cbm-181852] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Increasing studies have identified a series of circulating mircoRNAs (miRNAs) as biomarkers for disease detection due to their stability in the blood. The aim of the present study was to identify specific plasma miRNAs as potential biomarkers for nasopharyngeal carcinoma (NPC) detection. MATERIALS AND METHODS Relative public microarray data were obtained and analyzed for screening of the plasma differentially expressed miRNAs (DEMs) between NPC patients and controls. This study contained two phases: a screening phase and a validation one. Logistic regression and receiver operating characteristics curve (ROC) analyses were used to identify DEM signatures. Moreover, targeted genes of the selected DEMs were predicted and their functions were annotated by using bioinformatic analysis. RESULTS Both the screening and the validation phases showed that three miRNAs (miR-548q, miR-630 and miR-940) in the plasma of NPC patients were up-regulated compared to those of controls. They can be used as biomarkers for discriminating NPC patients from non-cancerous controls. Moreover, we found a classifier including only two miRNAs (miR-548q and miR-940) that can be used as a diagnostic signature for NPC, achieving an area under curve (AUC) of 0.972, a sensitivity of 0.94, and a specificity of 0.925. CONCLUSIONS The present study demonstrated that three miRNAs (miR-548q, miR-630 and miR940) might be novel and useful biomarkers for NPC detection. A two-miRNA signature (miR-548q and miR940) may be considered as a better biomarker for NPC detection with relatively high sensitivity and specificity. Future studies with large sample sizes are needed for further validation.
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Affiliation(s)
- Xianlu Zhuo
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing Cancer Institute, Chongqing Cancer Hospital, Chongqing 400030, China
| | - Wei Zhou
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing Cancer Institute, Chongqing Cancer Hospital, Chongqing 400030, China
| | - Dairong Li
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing Cancer Institute, Chongqing Cancer Hospital, Chongqing 400030, China
| | - Aoshuang Chang
- Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou 550004, China
| | - Ying Wang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing Cancer Institute, Chongqing Cancer Hospital, Chongqing 400030, China
| | - Yongzhong Wu
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing Cancer Institute, Chongqing Cancer Hospital, Chongqing 400030, China
| | - Qi Zhou
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing Cancer Institute, Chongqing Cancer Hospital, Chongqing 400030, China
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102
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Xu C, Zhang H, Zhou W, Wu H, Shen X, Chen Y, Liao M, Liu Y, Yuan W. MicroRNA-10a, -210, and -563 as circulating biomarkers for ossification of the posterior longitudinal ligament. Spine J 2019; 19:735-743. [PMID: 30352301 DOI: 10.1016/j.spinee.2018.10.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 10/14/2018] [Accepted: 10/15/2018] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT The presence of ossification of posterior longitudinal ligament (OPLL) can lead to symptomatic spinal cord compression and myelopathy. The surgical approach in patients with myelopathy is influenced by the presence of OPLL. Diagnose of OPLL currently requires computed tomography which incurs a large dose of radiation. Circulating disease-specific microRNAs (miRNAs) may serve as promising diagnostic markers with no radiation and easy accessibility for OPLL patients. PURPOSE The purpose of this study is to evaluate the accuracy and significance of OPLL-specific microRNAs in discriminating OPLL from normal and intervertebral disc degenerated (IDD) patients by detecting the microRNAs' plasma level. STUDY DESIGN/PATIENT SAMPLES The level of microRNAs in OPLL patients' plasma or serum were detected and compared to that of normal and IDD patients to evaluate the accuracy and significance of diagnosing OPLL. METHODS Taking advantage of the high through-put microRNA sequencing data, we selectively tested the ten most differentially regulated microRNAs in patients with: (1) radiologically diagnosed OPLL (n = 68), (2) radiologically diagnosed disc herniated patients with no evidence of OPLL (n = 45), (3) non-OPLL and nonmyelopathy patients (n = 53).The feasibility of the biomarkers in identifying OPLL was assessed through analysis of sensitivity, specificity, accuracy, negative predictive value, positive predictive value, and area under the curve (AUC) values. RESULTS Of the ten miRNAs validated, miR-10a-3p, miR-10a-5p, miR-563, miR-210-3p, and miR-218-3p showed significance between OPLL and non-OPLL blood samples. While miR-10a-5p, miR-563, and miR-210-3p showed high accuracy and significance in identifying OPLL from other groups individually, and an index that combines these miRNAs achieved the highest accuracy and AUC among these individual miRNAs. CONCLUSIONS Analysis of miR-10a-5p, miR-563, and miR-210-3p may be of important value in diagnosing OPLL. These markers maybe useful in a clinical setting in the early detection of OPLL patients by blood testing.
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Affiliation(s)
- Chen Xu
- Spine Center, Department of Orthopedics, Changzheng Hospital, Second Military Medical University, 415th Feng Yang Road, Shanghai 200003, PR China
| | - Hao Zhang
- Spine Center, Department of Orthopedics, Changzheng Hospital, Second Military Medical University, 415th Feng Yang Road, Shanghai 200003, PR China; Department of Soft Tissue Injury Surgery, 403 Clinical Department, 210th Hospital of PLA, 885th Chang Jiang Road, Dalian 116021, PR China
| | - Wenchao Zhou
- Spine Center, Department of Orthopedics, Changzheng Hospital, Second Military Medical University, 415th Feng Yang Road, Shanghai 200003, PR China
| | - Huiqiao Wu
- Spine Center, Department of Orthopedics, Changzheng Hospital, Second Military Medical University, 415th Feng Yang Road, Shanghai 200003, PR China
| | - Xiaolong Shen
- Spine Center, Department of Orthopedics, Changzheng Hospital, Second Military Medical University, 415th Feng Yang Road, Shanghai 200003, PR China
| | - Yuanyuan Chen
- Spine Center, Department of Orthopedics, Changzheng Hospital, Second Military Medical University, 415th Feng Yang Road, Shanghai 200003, PR China; Department of Orthopedic Surgery, Shanghai Sixth People's Hospital, Shanghai Jiaotong University, Shanghai 200233, PR China
| | - Mingfang Liao
- Laboratory of vascular biology, Department of Vascular Surgery, Changzheng Hospital, Second Military Medical University, 415th Feng Yang Road, Shanghai 200003, PR China
| | - Yang Liu
- Spine Center, Department of Orthopedics, Changzheng Hospital, Second Military Medical University, 415th Feng Yang Road, Shanghai 200003, PR China
| | - Wen Yuan
- Spine Center, Department of Orthopedics, Changzheng Hospital, Second Military Medical University, 415th Feng Yang Road, Shanghai 200003, PR China.
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103
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Madadi S, Soleimani M. The crucial need of internal control validation in the normalization of circulating microRNAs. Dig Liver Dis 2019; 51:610-611. [PMID: 30824410 DOI: 10.1016/j.dld.2019.01.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2018] [Revised: 01/12/2019] [Accepted: 01/15/2019] [Indexed: 12/11/2022]
Affiliation(s)
- Soheil Madadi
- School of Pharmacy, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Meysam Soleimani
- School of Pharmacy, Hamadan University of Medical Sciences, Hamadan, Iran.
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104
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Identification of piRNAs and piRNA clusters in the testes of the Mongolian horse. Sci Rep 2019; 9:5022. [PMID: 30903011 PMCID: PMC6430771 DOI: 10.1038/s41598-019-41475-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 03/11/2019] [Indexed: 11/10/2022] Open
Abstract
P-element induced wimpy testis-interacting RNAs (piRNAs) are essential for testicular development and spermatogenesis in mammals. Comparative analyses of the molecular mechanisms of spermatogenesis among different organisms are therefore dependent on accurate characterizations of piRNAs. At present, little is known of piRNAs in non-model organisms. Here, we characterize piRNAs in the Mongolian horse, a hardy breed that reproduces under extreme circumstances. A thorough understanding of spermatogenesis and reproduction in this breed may provide insights for the improvement of fecundity and reproductive success in other breeds. We identified 4,936,717 piRNAs and 7,890 piRNA clusters across both testicular developmental stages. Of these, 2,236,377 putative piRNAs were expressed in the mature samples only, and 2,391,271 putative piRNAs were expressed in the immature samples only. Approximately 3,016 piRNA clusters were upregulated in the mature testes as compared to the immature testes, and 4,874 piRNA clusters were downregulated. Functional and pathway analyses indicated that the candidate generating genes of the predicted piRNAs were likely involved in testicular development and spermatogenesis. Our results thus provide information about differential expression patterns in genes associated with testicular development and spermatogenesis in a non-model animal.
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105
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Serum levels of miR-126 and miR-223 and outcomes in chronic kidney disease patients. Sci Rep 2019; 9:4477. [PMID: 30872798 PMCID: PMC6418179 DOI: 10.1038/s41598-019-41101-8] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 02/28/2019] [Indexed: 01/11/2023] Open
Abstract
Several microRNAs (miRNAs) have been linked to chronic kidney disease (CKD) mortality, cardiovascular (CV) complications and kidney disease progression. However, their association with clinical outcomes remains poorly evaluated. We used real-time qPCR to measure serum levels of miR-126 and miR-223 in a large cohort of 601 CKD patients (CKD stage G1 to G5 patients or on renal replacement therapy – CKD G5D) from Ghent University Hospital and 31 healthy controls. All-cause mortality and cardiovascular and renal events were registered as endpoints over a 6 year follow-up period. miR-126 levels were significantly lower from CKD stage G2 on, compared to controls. The serum levels of miR-223 were significantly lower from CKD stage G3B on. When considering overall mortality, patients with levels of either miR-126 or miR-223 below the median had a lower survival rate. Similar results were observed for CV and renal events. The observed link between the two miRNAs’ seric levels and mortality, cardiovascular events or renal events in CKD appears to depend on eGFR. However, this does not preclude their potential role in the pathophysiology of CKD. In conclusion, CKD is associated with a decrease in circulating miR-223 and miR-126 levels.
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106
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Zhang X, Nie X, Yuan S, Li H, Fan J, Li C, Sun Y, Zhao Y, Hou H, Wang DW, Chen C. Circulating Long Non-coding RNA ENST00000507296 Is a Prognostic Indicator in Patients with Dilated Cardiomyopathy. MOLECULAR THERAPY. NUCLEIC ACIDS 2019; 16:82-90. [PMID: 30852379 PMCID: PMC6409414 DOI: 10.1016/j.omtn.2019.02.004] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 02/06/2019] [Accepted: 02/06/2019] [Indexed: 12/30/2022]
Abstract
Background: Long non-coding RNAs (lncRNAs) participate in the pathogenesis of cardiovascular diseases. However, whether circulating lncRNAs serve as dilated cardiomyopathy (DCM) biomarkers remains unclear. Methods: Totally, 266 controls and 818 patients were enrolled. First, microarray-based circulating lncRNA profiling was performed in 10 normal controls and 10 patients with DCM. Second, the top 20 differentially expressed lncRNAs were validated by real-time qPCR in 64 controls and 64 DCM patients. Moreover, lncRNA sequencing was performed in three human heart-derived cell types, and the correlation between circulating lncRNA levels and the severity of heart failure was evaluated in the validated population. The validated two lncRNAs were assessed in 198 DCM patients and 198 matched controls. Finally, the sensitivity and specificity of circulating lncRNA expression in DCM diagnosis were evaluated using receiver-operating characteristic curve analysis, while Cox regression and Kaplan-Meier curve analysis were further performed in 552 DCM patients. Results: Eight candidate lncRNA biomarkers were obtained after microarray screening and real-time PCR validation. Among them, five were validated in the second cohort. However, only the levels of circulating lncRNA ENST00000507296 and ENST00000532365 were significantly correlated with the cardiac function, as well as detectable in at least one of the human heart-derived cell types by lncRNA-seq. Importantly, low circulating ENST00000507296 level was associated with high event-free survival in patients with DCM. Conclusions: Circulating lncRNA ENST00000507296 was a prognostic biomarker in patients with DCM.
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Affiliation(s)
- Xudong Zhang
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, China
| | - Xiang Nie
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, China
| | - Shuai Yuan
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, China
| | - Huaping Li
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, China
| | - Jiahui Fan
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, China
| | - Chenze Li
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, China
| | - Yang Sun
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, China
| | - Yanru Zhao
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, China
| | - Huiying Hou
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, China
| | - Dao Wen Wang
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, China.
| | - Chen Chen
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, China.
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107
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Solé C, Tramonti D, Schramm M, Goicoechea I, Armesto M, Hernandez LI, Manterola L, Fernandez-Mercado M, Mujika K, Tuneu A, Jaka A, Tellaetxe M, Friedländer MR, Estivill X, Piazza P, Ortiz-Romero PL, Middleton MR, Lawrie CH. The Circulating Transcriptome as a Source of Biomarkers for Melanoma. Cancers (Basel) 2019; 11:cancers11010070. [PMID: 30634628 PMCID: PMC6356785 DOI: 10.3390/cancers11010070] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 01/02/2019] [Accepted: 01/04/2019] [Indexed: 12/18/2022] Open
Abstract
The circulating transcriptome is a valuable source of cancer biomarkers, which, with the exception of microRNAs (miRNAs), remains relatively unexplored. To elucidate which RNAs are present in plasma from melanoma patients and which could be used to distinguish cancer patients from healthy individuals, we used next generation sequencing (NGS), and validation was carried out by qPCR and/or ddPCR. We identified 442 different microRNAs in samples, eleven of which were differentially expressed (p < 0.05). Levels of miR-134-5p and miR-320a-3p were significantly down-regulated (p < 0.001) in melanoma samples (n = 96) compared to healthy controls (n = 28). Differentially expressed protein-encoding mRNA 5'-fragments were enriched for the angiopoietin, p21-activated kinase (PAK), and EIF2 pathways. Levels of ATM1, AMFR, SOS1, and CD109 gene fragments were up-regulated (p < 0.001) in melanoma samples (n = 144) compared to healthy controls (n = 41) (AUC = 0.825). Over 40% of mapped reads were YRNAs, a class of non-coding RNAs that to date has been little explored. Expression levels of RNY3P1, RNY4P1, and RNY4P25 were significantly higher in patients with stage 0 disease than either healthy controls or more advanced stage disease (p < 0.001). In conclusion, we have identified a number of novel RNA biomarkers, which, most importantly, we validated in multi-center retrospective and prospective cohorts, suggesting potential diagnostic use of these RNA species.
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Affiliation(s)
- Carla Solé
- Molecular Oncology group, Biodonostia Research Institute, San Sebastián 20012, Spain.
| | - Daniela Tramonti
- Department of Oncology, University of Oxford, Oxford OX3 9DU, UK.
| | - Maike Schramm
- Molecular Oncology group, Biodonostia Research Institute, San Sebastián 20012, Spain.
- Faculty of Biosciences, University of Heidelberg, Heidelberg 69120, Germany.
| | - Ibai Goicoechea
- Molecular Oncology group, Biodonostia Research Institute, San Sebastián 20012, Spain.
| | - María Armesto
- Molecular Oncology group, Biodonostia Research Institute, San Sebastián 20012, Spain.
| | - Luiza I Hernandez
- Molecular Oncology group, Biodonostia Research Institute, San Sebastián 20012, Spain.
| | - Lorea Manterola
- Molecular Oncology group, Biodonostia Research Institute, San Sebastián 20012, Spain.
| | | | - Karmele Mujika
- Onkologikoa-Oncology Institute Gipuzkoa, Gipuzkoa 20012, Spain.
| | - Anna Tuneu
- Department of Dermatology, Hospital Universitario de Donostia, San Sebastian 20012, Spain.
| | - Ane Jaka
- Department of Dermatology, Hospital Universitario de Donostia, San Sebastian 20012, Spain.
| | - Maitena Tellaetxe
- Molecular Oncology group, Biodonostia Research Institute, San Sebastián 20012, Spain.
| | - Marc R Friedländer
- Genomics and Disease group, Centre for Genomic Regulation (CRG), Barcelona 08003, Spain.
- Universitat Pompeu Fabra (UPF), Barcelona 08002, Spain.
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública (CIBERESP), Barcelona 08002, Spain.
- Hospital del Mar Research Institute (IMIM), Barcelona 08003, Spain.
- Science for Life Laboratory, The Wenner-Gren Institute, Stockholm University, Stockholm SE-106 9, Sweden.
| | - Xavier Estivill
- Genomics and Disease group, Centre for Genomic Regulation (CRG), Barcelona 08003, Spain.
- Universitat Pompeu Fabra (UPF), Barcelona 08002, Spain.
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública (CIBERESP), Barcelona 08002, Spain.
- Hospital del Mar Research Institute (IMIM), Barcelona 08003, Spain.
| | - Paolo Piazza
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK.
- Imperial BRC Genomics Facility, Imperial College London, London SW7 2AZ, UK.
| | - Pablo L Ortiz-Romero
- Department of Dermatology, 12 de Octubre Hospital, Madrid 28041, Spain.
- Medical School, Universidad Complutense, Institute i+12, Centro de Investigación Biomédica en Red en Oncologia (CIBERONC), Madrid 28040, Spain.
| | - Mark R Middleton
- Department of Oncology, University of Oxford, Oxford OX3 9DU, UK.
| | - Charles H Lawrie
- Molecular Oncology group, Biodonostia Research Institute, San Sebastián 20012, Spain.
- Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK.
- IKERBASQUE, Basque Foundation for Science, Bilbao 48013, Spain.
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108
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Piao XM, Jeong P, Kim YH, Byun YJ, Xu Y, Kang HW, Ha YS, Kim WT, Lee JY, Woo SH, Kwon TG, Kim IY, Moon SK, Choi YH, Cha EJ, Yun SJ, Kim WJ. Urinary cell-free microRNA biomarker could discriminate bladder cancer from benign hematuria. Int J Cancer 2018; 144:380-388. [PMID: 30183088 DOI: 10.1002/ijc.31849] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Revised: 08/06/2018] [Accepted: 08/27/2018] [Indexed: 12/24/2022]
Abstract
The most common symptom of bladder cancer (BC) is hematuria. However, not all patients with hematuria are diagnosed with BC. Here, we explored a novel method to discriminate BC from hematuria under nonmalignant conditions by measuring differences in urinary cell-free microRNA (miRNA) expression between patients with BC and those with hematuria. A multicenter study was performed using 543 urine samples obtained from the National Biobank of Korea, including 326 BC, 174 hematuria and 43 pyuria without cancer. The urinary miR-6124 to miR-4511 ratio was considerably higher in BC than in hematuria or pyuria, and enabled the discrimination of BC from patients with hematuria at a sensitivity of >90% (p < 0.001). Conclusively, the proposed noninvasive diagnostic tool based on the expression ratio of urinary cell-free miR-6124 to miR-4511 can reduce unnecessary cystoscopies in patients with hematuria undergoing evaluation for BC, with a minimal loss in sensitivity for detecting cancer.
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Affiliation(s)
- Xuan-Mei Piao
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, South Korea
| | - Pildu Jeong
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, South Korea
| | - Ye-Hwan Kim
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, South Korea
| | - Young Joon Byun
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, South Korea
| | - Yanjie Xu
- Department of Surgery, College of Medicine, Chungbuk National University, Cheongju, South Korea
| | - Ho Won Kang
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, South Korea
| | - Yun-Sok Ha
- Department of Urology, School of Medicine, Kyungpook National University, Daegu, South Korea.,Department of Urology, Kyungpook National University Hospital, Daegu, South Korea
| | - Won Tae Kim
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, South Korea
| | - Jong-Young Lee
- Department of Business Data Convergence, Chungbuk National University, Cheongju, South Korea.,Theragen Etex Bio Institute, Suwon, 443-270, South Korea
| | - Seung Hwo Woo
- Department of Urology, Eulji University Hospital, Daejeon, South Korea
| | - Tae Gyun Kwon
- Department of Urology, School of Medicine, Kyungpook National University, Daegu, South Korea.,Department of Urology, Kyungpook National University Hospital, Daegu, South Korea
| | - Isaac Y Kim
- Section of Urologic Oncology and Dean and Betty Gallo Prostate Cancer Center, The Cancer Institute of New Jersey and Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
| | - Sung-Kwon Moon
- Department of Food Science and Technology, Chung-Ang University, Ansung, 456-756, South Korea
| | - Yung Hyun Choi
- Department of Biochemistry, College of Oriental Medicine, Dong-Eui University, Busan, South Korea
| | - Eun-Jong Cha
- Department of Biomedical Engineering, Chungbuk National University College of Medicine, Cheongju, South Korea
| | - Seok Joong Yun
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, South Korea
| | - Wun-Jae Kim
- Department of Urology, College of Medicine, Chungbuk National University, Cheongju, South Korea
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109
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Madadi S, Soleimani M. U6 as a microRNA normalizer in serum of patients with hepatocellular carcinoma. Ann Clin Biochem 2018; 56:623. [PMID: 30409027 DOI: 10.1177/0004563218808820] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Soheil Madadi
- School of Pharmacy, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Meysam Soleimani
- School of Pharmacy, Hamadan University of Medical Sciences, Hamadan, Iran
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110
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Estevez‐Garcia IO, Gallegos‐Nava S, Vera‐Pérez E, Silveira LH, Ventura‐Ríos L, Vancini G, Hernández‐Díaz C, Sánchez‐Muñoz F, Ballinas‐Verdugo MA, Gutierrez M, Pineda C, Rodriguez‐Henriquez P, Castillo‐Martínez D, Amezcua‐Guerra LM. Levels of Cytokines and Micro
RNA
s in Individuals With Asymptomatic Hyperuricemia and Ultrasonographic Findings of Gout: A Bench‐to‐Bedside Approach. Arthritis Care Res (Hoboken) 2018; 70:1814-1821. [DOI: 10.1002/acr.23549] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Accepted: 02/13/2018] [Indexed: 01/25/2023]
Affiliation(s)
| | - Selma Gallegos‐Nava
- Instituto Nacional de Rehabilitación Luis Guillermo Ibarra Ibarra Hospital General Dr. Darío Fernández Fierro, and Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado Mexico CityMexico
| | - Erika Vera‐Pérez
- Instituto Nacional de Rehabilitación Luis Guillermo Ibarra Ibarra Mexico CityMexico
| | - Luis H. Silveira
- Instituto Nacional de Cardiología Ignacio Chávez Mexico CityMexico
| | - Lucio Ventura‐Ríos
- Instituto Nacional de Rehabilitación Luis Guillermo Ibarra Ibarra Mexico CityMexico
| | - Gonzalo Vancini
- Instituto Nacional de Cardiología Ignacio Chávez Mexico CityMexico
| | | | | | | | - Marwin Gutierrez
- Instituto Nacional de Rehabilitación Luis Guillermo Ibarra Ibarra Mexico CityMexico
| | - Carlos Pineda
- Instituto Nacional de Rehabilitación Luis Guillermo Ibarra Ibarra Mexico CityMexico
| | | | - Diana Castillo‐Martínez
- Hospital General de Zona 32 and Instituto Mexicano del Seguro Social Coyoacán, Mexico CityMexico
| | - Luis M. Amezcua‐Guerra
- Instituto Nacional de Cardiología Ignacio Chávez Universidad Autónoma Metropolitana−Xochimilco, and Unidad de Investigación Traslacional UNAM/INC Mexico City Mexico
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111
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Okamoto M, Fukushima Y, Kouwaki T, Daito T, Kohara M, Kida H, Oshiumi H. MicroRNA-451a in extracellular, blood-resident vesicles attenuates macrophage and dendritic cell responses to influenza whole-virus vaccine. J Biol Chem 2018; 293:18585-18600. [PMID: 30282637 DOI: 10.1074/jbc.ra118.003862] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Revised: 09/19/2018] [Indexed: 12/22/2022] Open
Abstract
The innate immune system is important for the efficacy of vaccines, but excessive innate immune responses can cause adverse reactions after vaccination. Extracellular vesicles (EVs) are enriched in the blood and can deliver functional RNAs, such as microRNAs (miRNAs), to recipient cells, thereby mediating intercellular communication. However, the role of EVs in controlling the innate immune responses to vaccines has not been fully elucidated. Here, we found that miR-451a is abundant in human serum EVs and that its presence in blood-circulating EVs affects the innate immune responses of macrophages and dendritic cells to inactivated whole-virus vaccines (WV) against influenza. miR-451a in human serum EVs was stable for a week in healthy subjects, and its levels gradually fluctuated over several months. miR-451a within serum EVs was internalized into serum-cultured macrophages and dendritic cells and reduced endogenous 14-3-3ζ protein levels and decreased the expression of type I IFN and interleukin 6 in response to WV stimulation. miR-451a levels in blood-circulating EVs were positively correlated with intracellular miR-451a levels in mouse splenic CD11c+ cells and inversely correlated with the innate immune response to inactivated WV in vivo These findings suggest that miR-451a in circulating EVs is internalized into recipient cells in vivo and that this internalization results in an attenuation of the innate immune response to WV. Moreover, a microarray analysis identified several other miRNAs that affect the macrophage response to inactivated WV. Our results reveal that miRNAs in circulating EVs significantly modify the responses of macrophages and dendritic cells to inactivated WV.
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Affiliation(s)
- Masaaki Okamoto
- From the Department of Immunology, Graduate School of Medical Sciences, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556
| | - Yoshimi Fukushima
- From the Department of Immunology, Graduate School of Medical Sciences, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556
| | - Takahisa Kouwaki
- From the Department of Immunology, Graduate School of Medical Sciences, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556
| | - Takuji Daito
- the Research Center for Zoonosis Control, GI-CoRE Global Station for Zoonosis Control, Hokkaido University, North 20, West 10 Kita-ku, Sapporo 001-0020
| | - Michinori Kohara
- the Department of Microbiology and Cell Biology, Tokyo Metropolitan Institute of Medical Science, Kamikitazawa, Setagaya-ku, Tokyo 156-8506, and
| | - Hiroshi Kida
- the Research Center for Zoonosis Control, GI-CoRE Global Station for Zoonosis Control, Hokkaido University, North 20, West 10 Kita-ku, Sapporo 001-0020
| | - Hiroyuki Oshiumi
- From the Department of Immunology, Graduate School of Medical Sciences, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, .,Japan Science and Technology Agency (JST) PRESTO, 1-1-1 Honjo, Kumamoto 860-8556, Japan
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112
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Aiso T, Ohtsuka K, Ueda M, Karita S, Yokoyama T, Takata S, Matsuki N, Kondo H, Takizawa H, Okada AA, Watanabe T, Ohnishi H. Serum levels of candidate microRNA diagnostic markers differ among the stages of non-small-cell lung cancer. Oncol Lett 2018; 16:6643-6651. [PMID: 30405804 PMCID: PMC6202492 DOI: 10.3892/ol.2018.9464] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Accepted: 09/11/2018] [Indexed: 12/16/2022] Open
Abstract
Circulating microRNAs (miRNAs) are promising markers for cancer diagnosis and prognosis. Numerous studies evaluating miRNAs as markers for non-small cell lung cancer (NSCLC) have been conducted in recent years; however, the majority of candidate markers proposed via individual studies were inconsistent and no marker miRNAs for the diagnosis of early stage NSCLC have been established. In the present study, miR-145, miR-20a, miR-21 and miR-223, which were previously reported as candidate diagnostic markers of NSCLC, were re-evaluated. The serum levels of these miRNAs were quantified in 56 patients with stage I-IV NSCLC using the TaqMan microRNA assays and separately compared the levels at each stage with those in 26 control patients. The level of miR-145 was significantly reduced in patients with NSCLC, regardless of clinical stage, and its level increased following tumor resection in patients with stage I-II disease. These results indicate that miR-145 is relevant as a diagnostic marker for stages I-IV NSCLC. Additionally, the levels of miR-20a and miR-21 demonstrated notable differences among patients at different clinical stages. These miRNAs distinguished patients in a number of, but not all, stages of NSCLC from cancer-free control patients. These results indicated that it is essential to analyze miRNA levels at each stage separately in order to evaluate marker miRNAs for NSCLC diagnosis.
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Affiliation(s)
- Toshiko Aiso
- Department of Medical Technology, Faculty of Health Sciences, Kyorin University, Tokyo 181-8612, Japan
| | - Kouki Ohtsuka
- Department of Laboratory Medicine, School of Medicine, Kyorin University, Tokyo 181-8611, Japan
| | - Makiko Ueda
- Department of Medical Technology, Faculty of Health Sciences, Kyorin University, Tokyo 181-8612, Japan
| | - Shin Karita
- Department of General Thoracic Surgery, School of Medicine, Kyorin University, Tokyo 181-8611, Japan.,Department of Thoracic Surgery, JR Tokyo General Hospital, Tokyo 151-8528, Japan
| | - Takuma Yokoyama
- Department of Respiratory Medicine, School of Medicine, Kyorin University, Tokyo 181-8611, Japan
| | - Saori Takata
- Department of Respiratory Medicine, School of Medicine, Kyorin University, Tokyo 181-8611, Japan
| | - Naoko Matsuki
- Department of Ophthalmology, School of Medicine, Kyorin University, Tokyo 181-8611, Japan
| | - Haruhiko Kondo
- Department of General Thoracic Surgery, School of Medicine, Kyorin University, Tokyo 181-8611, Japan
| | - Hajime Takizawa
- Department of Respiratory Medicine, School of Medicine, Kyorin University, Tokyo 181-8611, Japan
| | - Annabelle A Okada
- Department of Ophthalmology, School of Medicine, Kyorin University, Tokyo 181-8611, Japan
| | - Takashi Watanabe
- Department of Laboratory Medicine, School of Medicine, Kyorin University, Tokyo 181-8611, Japan
| | - Hiroaki Ohnishi
- Department of Laboratory Medicine, School of Medicine, Kyorin University, Tokyo 181-8611, Japan
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113
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Ding W, Li M, Sun T, Han D, Guo X, Chen X, Wan Q, Zhang X, Wang J. A polymorphism rs3746444 within the pre-miR-499 alters the maturation of miR-499-5p and its antiapoptotic function. J Cell Mol Med 2018; 22:5418-5428. [PMID: 30102014 PMCID: PMC6201352 DOI: 10.1111/jcmm.13813] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Accepted: 06/29/2018] [Indexed: 12/27/2022] Open
Abstract
microRNAs (miRNAs) are non‐coding RNAs that function as post‐transcriptional regulators of cardiac development and cardiovascular diseases. Single nucleotide polymorphisms (SNPs) in miRNA genes are a novel class of genetic variations in the human genome that confer the risk of cardiovascular diseases. Here, we identified a polymorphism A→G (rs3746444) in miR‐499 precursor (pre‐miR‐499) that affects the maturation of miR‐499‐5p and alters its antiapoptotic function by converting stable A‐U base pair to wobble G‐U base pair in pre‐miR‐499 secondary structure. Furthermore, our results showed that the concentrations of plasma miR‐499‐5p could be correlated with myocardial infarction (MI) and heart failure (HF) patients in comparison with control subjects and polymorphism rs3746444 in miR‐499 could influence its abundance in plasma. Finally, our results also showed that the variant of polymorphism in miR‐499 influenced the severity of the myocardial infarction significantly. This is the first report to highlight the biological significance of this polymorphism on the maturation of miR‐499‐5p and its antiapoptotic role during MI. These findings may pave a way to better understand the individual variability based on miRNA SNPs in heart diseases and may contribute to better treatment for disease severity on a personalized level.
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Affiliation(s)
- Wei Ding
- Department of General Medicine, The Affiliated Hospital, Qingdao University, Qingdao, China
| | - Mengyang Li
- Institute for Translational Medicine, Qingdao University, Qingdao, China
| | - Teng Sun
- Institute for Translational Medicine, Qingdao University, Qingdao, China
| | - Di Han
- Department of General Medicine, The Affiliated Hospital, Qingdao University, Qingdao, China
| | - Xiaoci Guo
- Department of General Medicine, The Affiliated Hospital, Qingdao University, Qingdao, China
| | - Xiao Chen
- Institute for Translational Medicine, Qingdao University, Qingdao, China
| | - Qinggong Wan
- Institute for Translational Medicine, Qingdao University, Qingdao, China
| | - Xuejuan Zhang
- Department of General Medicine, The Affiliated Hospital, Qingdao University, Qingdao, China
| | - Jianxun Wang
- Institute for Translational Medicine, Qingdao University, Qingdao, China
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114
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The protective effect of microRNA-21 in neurons after spinal cord injury. Spinal Cord 2018; 57:141-149. [PMID: 30089893 PMCID: PMC6358587 DOI: 10.1038/s41393-018-0180-1] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Revised: 06/25/2018] [Accepted: 06/25/2018] [Indexed: 12/16/2022]
Abstract
STUDY DESIGN Experimental animal study. OBJECTIVES To validate the anti-apoptosis effect of microRNA-21 in neurons after spinal cord injury (SCI) and explore the mechanism. SETTING Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China. METHODS In situ hybridization was used to detect the expression of miR-21 in spinal cord neurons (n = 24). In a rat contusion SCI model (n = 48), we upregulated the miR-21 level around the injured area using miR-21 lentiviral vectors and evaluated the therapeutic effect with histology and behavioural scores. In neuronal cells, oxygen-glucose deprivation (OGD) was exerted to imitate SCI, and we explored the biomechanism using molecular biology and a dual-luciferase reporter assay. RESULTS miR-21 was expressed in spinal cord neurons and was found to improve neuronal survival and promote functional recovery in rat SCI models. The in vitro results in PC-12 cells revealed that the augmentation of endogenous miR-21 was able to reduce neuronal cell death after OGD. In addition, overexpression of miR-21 was able to reduce cellular apoptosis via decreasing PDCD4 protein levels, and caspase-3 activity was also influenced. Transfection of miR-21 into 293T cells was able to decrease luciferase activity in a reporter assay system, including the 3' untranslated region of PDCD4. CONCLUSIONS miR-21 may have a protective role in neuronal apoptosis after SCI. PDCD4 may be a functional target gene involved in the miR-21-mediated anti-apoptotic effect through an miR-21/PDCD4/caspase-3 pathway.
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115
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Identification of endogenous microRNA references in porcine serum for quantitative real-time PCR normalization. Mol Biol Rep 2018; 45:943-949. [PMID: 30047037 DOI: 10.1007/s11033-018-4242-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Accepted: 07/08/2018] [Indexed: 12/20/2022]
Abstract
MicroRNAs (miRNAs) are evolutionarily conserved small non-coding RNAs that regulate the expression of genes, and they affect important biological and physiological states. Circulating miRNAs in blood are useful markers of metabolism and economic traits. Expression levels of circulating miRNAs have been estimated using quantitative real-time PCR (qPCR). Proper normalization is critical for accurate miRNA expression analysis. However, there is no study which systematically presented endogenous reference genes for evaluating circulating miRNA expression in pigs. In this study, ten porcine miRNAs (let-7a, miR-16, miR-17, miR-23a, miR-26a, miR-93, miR-103, miR-107, miR-127 and miR-191), based on the literature, were chosen as candidate reference miRNAs in serum. We evaluated the expression stability value of these miRNAs in Berkshire, Duroc, Landrace and Yorkshire pigs using geNorm and NormFinder. We determined the optimal combination of reference miRNAs for qPCR experiments: miR-127 and miR-17 in Berkshire pigs; miR-127 and miR-93 in Duroc and Landrace pigs; miR-127 and miR-16 in Yorkshire pigs. miR-127 was the best reference gene in pigs, regardless of the breed. Our study is crucial for the discovery of novel biomarkers in pigs. The reference miRNAs presented in this study could be used as appropriate reference genes for the measurement of circulating miRNA levels in studies of physiological blood metabolites.
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116
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Fomison-Nurse I, Saw EEL, Gandhi S, Munasinghe PE, Van Hout I, Williams MJA, Galvin I, Bunton R, Davis P, Cameron V, Katare R. Diabetes induces the activation of pro-ageing miR-34a in the heart, but has differential effects on cardiomyocytes and cardiac progenitor cells. Cell Death Differ 2018; 25:1336-1349. [PMID: 29302057 PMCID: PMC6030067 DOI: 10.1038/s41418-017-0047-6] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Revised: 11/23/2017] [Accepted: 11/27/2017] [Indexed: 01/05/2023] Open
Abstract
Increased apoptosis and premature cellular ageing of the diabetic heart underpin the development of diabetic heart disease. The molecular mechanisms underlying these pathologies are still unclear. Here we determined the role of pro-senescence microRNA (miR)-34a in accelerating the ageing of the diabetic heart. RT-PCR analysis showed a significant increase in the level of circulating miR-34a from early stages in asymptomatic type-2 diabetic individuals compared to non-diabetic controls. We also observed significant upregulation of miR-34a in the type-2 human diabetic heart suggesting circulating miR-34a may be cardiac in origin. Moreover, western blot analysis identified marked downregulation of the pro-survival protein sirtuin 1 (SIRT1), a direct target of miR-34a. Analysis of cultured human adult cardiomyocytes exposed to high glucose and cardiac progenitor cells (CPCs) isolated from the diabetic heart confirmed significant upregulation of miR-34a and downregulation of SIRT1, associated with a marked increase in pro-apoptotic caspase-3/7 activity. Although therapeutic inhibition of miR-34a activity restored SIRT1 expression in both cardiomyocytes and CPCs, p53 expression was further upregulated in cardiomyocytes but conversely downregulated in CPCs. In spite of increased p53, miR-34a inhibition significantly reduced high glucose induced apoptotic cell death in cardiomyocytes. However, this effect was not observed in CPCs, which in fact showed reduced proliferation following miR-34a inhibition. Taken together, our results demonstrate upregulation of miR-34a in the diabetic heart and in the circulation from an early stage of the disease. However, inhibition of miR-34a activity has differential effects depending on the cell type, thereby warranting the need to eliminate off-target effects when introducing miR-based therapy.
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Affiliation(s)
- Ingrid Fomison-Nurse
- Department of Physiology, HeartOtago, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Eugene Eng Leng Saw
- Department of Physiology, HeartOtago, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Sophie Gandhi
- Department of Physiology, HeartOtago, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Pujika Emani Munasinghe
- Department of Physiology, HeartOtago, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Isabelle Van Hout
- Department of Physiology, HeartOtago, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Michael J A Williams
- Department of Medicine, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Ivor Galvin
- Department of Cardiothoracic Surgery, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Richard Bunton
- Department of Cardiothoracic Surgery, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Philip Davis
- Department of Cardiothoracic Surgery, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Vicky Cameron
- Christchurch Heart Institute, University of Otago, Christchurch, New Zealand
| | - Rajesh Katare
- Department of Physiology, HeartOtago, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand.
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117
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Zhou X, Lu Z, Wang T, Huang Z, Zhu W, Miao Y. Plasma miRNAs in diagnosis and prognosis of pancreatic cancer: A miRNA expression analysis. Gene 2018; 673:181-193. [PMID: 29913239 DOI: 10.1016/j.gene.2018.06.037] [Citation(s) in RCA: 94] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Accepted: 06/12/2018] [Indexed: 02/06/2023]
Abstract
The differential expression of microRNAs (miRNAs) in plasma of pancreatic cancer (PC) patients may act as a diagnostic biomarker. A four-stage study was performed to identify plasma miRNAs with potential in detecting PC. Exiqon panels (20 PC vs. 10 normal controls (NCs)) were applied in the screening phase to obtain miRNA profiling. The identified miRNAs were further assessed in the training (40 PC vs. 40 NCs) and testing stages (112 PC vs. 116 NCs) with qRT-PCR assays. A six-miRNA signature including up-regulated miR-122-5p, miR-125b-5p, miR-192-5p, miR-193b-3p, miR-221-3p and miR-27b-3p was identified. The signature could accurately discriminate PC patients from NCs with areas under the receiver operating characteristic curve of 0.848, 0.833 and 0.937 for the training, testing and the external validation stage (41 PC vs. 50 NCs), respectively. The multivariate Cox regression analyses showed that down-regulated plasma miR-125b-5p could predict worse OS independent from late tumor stage and high CA19-9. All the six miRNAs except miR-122-5p showed high expression levels in PC tissues than those in matched normal tissues. MiR-122-5p and miR-193b-3p were up-regulated, while miR-221-3p was down-regulated in plasma exosomes from PC patients. Bioinformatics analysis demonstrated that the miRNAs might involve in several molecular pathways closely related with PC such as p53 signaling pathway, pancreatic cancer, TGF-beta signaling pathway and so on. In conclusion, we identified a six-miRNA signature in plasma which could act as a non-invasive biomarker in diagnosis and prognosis of PC. Plasma miR-125b-5p might act as an independent biomarker in predicting OS of PC patients.
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Affiliation(s)
- Xin Zhou
- Department of Oncology, First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing 210029, Jiangsu Province, PR China.
| | - Zipeng Lu
- Pancreas Center, First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing 210029, Jiangsu Province, PR China; Pancreas Institute, Nanjing Medical University, Nanjing 210029, Jiangsu Province, PR China
| | - Tongshan Wang
- Department of Oncology, First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing 210029, Jiangsu Province, PR China
| | - Zebo Huang
- Department of Oncology, The Affiliated Hospital of Jiangnan University, 200 Huihe Road, Wuxi 214062, Jiangsu Province, PR China
| | - Wei Zhu
- Department of Oncology, First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing 210029, Jiangsu Province, PR China.
| | - Yi Miao
- Pancreas Center, First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing 210029, Jiangsu Province, PR China; Pancreas Institute, Nanjing Medical University, Nanjing 210029, Jiangsu Province, PR China.
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Zedan AH, Hansen TF, Assenholt J, Pleckaitis M, Madsen JS, Osther PJS. microRNA expression in tumour tissue and plasma in patients with newly diagnosed metastatic prostate cancer. Tumour Biol 2018; 40:1010428318775864. [PMID: 29775158 DOI: 10.1177/1010428318775864] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Prostate cancer is the most common cancer among men in the western world. Clinical practice is continuously challenged by the pitfalls of the available diagnostic tools. microRNAs may represent promising biomarkers in many types of human cancers, including prostate cancer. The aim of this study was to investigate microRNA expression in tumour tissue and matched plasma in a cohort of patients with primary metastatic prostate cancer. The relative expression of 12 microRNAs was assessed in diagnostic needle biopsies from the prostate and matched plasma samples in two prospective cohorts (screening cohorts) comprising 21 patients with metastatic prostate cancer and 25 control patients. An independent validation cohort of plasma samples was collected prospectively from 149 newly diagnosed patients with local/locally advanced prostate cancer. Analyses were performed using real-time polymerase chain reaction. miRNA-93 showed a significant negative correlation between expression in tumour tissue and plasma in patients with metastatic prostate cancer. Furthermore, the plasma level of miRNA-93 significantly decreased after treatment in patients with local/locally advanced prostate cancer compared to baseline plasma level. The expression of six microRNAs (let-7b, miRNA-34a, -125b, -143, -145 and -221) was downregulated, and three microRNAs (miRNA-21, -25 and miRNA-93) were upregulated in tumour tissue compared to benign prostate tissue. In plasma, six microRNAs were upregulated (miRNA-21, -125b, -126, -141, -143 and -375), while let-7b was downregulated in patients with metastatic prostate cancer compared to the control cohort. In the metastatic prostate cancer cohort, the expression of four microRNAs (miRNA-125b, -126, -143 and -221), and miRNA-141 in tissue was associated with Gleason score and prostate-specific antigen, respectively. The expression of miRNA-93 in tumour tissue was correlated with matched plasma levels and showed a significant decrease in plasma level after intervention in local prostate cancer. Differential expression between tumour and benign prostate was detected for several microRNAs in both tissue and plasma.
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Affiliation(s)
- Ahmed Hussein Zedan
- 1 Urological Research Center, Department of Urology, Vejle Hospital, Vejle, Denmark.,2 Oncological Department, Vejle Hospital, Vejle, Denmark.,3 Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Torben Frøstrup Hansen
- 2 Oncological Department, Vejle Hospital, Vejle, Denmark.,3 Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Jannie Assenholt
- 4 Department of Biochemistry and Immunology, Vejle Hospital, Vejle, Denmark
| | | | - Jonna Skov Madsen
- 3 Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark.,4 Department of Biochemistry and Immunology, Vejle Hospital, Vejle, Denmark
| | - Palle Jörn Sloth Osther
- 1 Urological Research Center, Department of Urology, Vejle Hospital, Vejle, Denmark.,3 Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
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119
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Pitkänen A, Ekolle Ndode-Ekane X, Lapinlampi N, Puhakka N. Epilepsy biomarkers - Toward etiology and pathology specificity. Neurobiol Dis 2018; 123:42-58. [PMID: 29782966 DOI: 10.1016/j.nbd.2018.05.007] [Citation(s) in RCA: 119] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2018] [Revised: 05/13/2018] [Accepted: 05/16/2018] [Indexed: 02/07/2023] Open
Abstract
A biomarker is a characteristic that is measured as an indicator of normal biologic processes, pathogenic processes, or responses to an exposure or intervention, including therapeutic interventions. Biomarker modalities include molecular, histologic, radiographic, or physiologic characteristics. In 2015, the FDA-NIH Joint Leadership Council developed the BEST Resource (Biomarkers, EndpointS, and other Tools) to improve the understanding and use of biomarker terminology in biomedical research, clinical practice, and medical product development. The BEST biomarker categories include: (a) susceptibility/risk biomarkers, (b) diagnostic biomarkers, (c) monitoring biomarkers, (d) prognostic biomarkers, (e) predictive biomarkers, (f) pharmacodynamic/response biomarkers, and (g) safety biomarkers. Here we review 30 epilepsy biomarker studies that have identified (a) diagnostic biomarkers for epilepsy, epileptogenesis, epileptogenicity, drug-refractoriness, and status epilepticus - some of the epileptogenesis and epileptogenicity biomarkers can also be considered prognostic biomarkers for the development of epilepsy in subjects with a given brain insult, (b) predictive biomarkers for epilepsy surgery outcome, and (c) a response biomarker for therapy outcome. The biomarker modalities include plasma/serum/exosomal and cerebrospinal fluid molecular biomarkers, brain tissue molecular biomarkers, imaging biomarkers, electrophysiologic biomarkers, and behavioral/cognitive biomarkers. Both single and combinatory biomarkers have been described. Most of the reviewed biomarkers have an area under the curve >0.800 in receiver operating characteristics analysis, suggesting high sensitivity and specificity. As discussed in this review, we are in the early phase of the learning curve in epilepsy biomarker discovery. Many of the seven biomarker categories lack epilepsy-related biomarkers. There is a need for epilepsy biomarker discovery using proper, statistically powered study designs with validation cohorts, and the development and use of novel analytical methods. A strategic roadmap to discuss the research priorities in epilepsy biomarker discovery, regulatory issues, and optimization of the use of resources, similar to those devised in the cancer and Alzheimer's disease research areas, is also needed.
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Affiliation(s)
- Asla Pitkänen
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, PO Box 1627, FIN-70211 Kuopio, Finland.
| | - Xavier Ekolle Ndode-Ekane
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, PO Box 1627, FIN-70211 Kuopio, Finland
| | - Niina Lapinlampi
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, PO Box 1627, FIN-70211 Kuopio, Finland
| | - Noora Puhakka
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, PO Box 1627, FIN-70211 Kuopio, Finland
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120
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Wang X, Zhang X, Yuan J, Wu J, Deng X, Peng J, Wang S, Yang C, Ge J, Zou Y. Evaluation of the performance of serum miRNAs as normalizers in microRNA studies focused on cardiovascular disease. J Thorac Dis 2018; 10:2599-2607. [PMID: 29997921 DOI: 10.21037/jtd.2018.04.128] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Background Few study has been done to evaluate the stability and superiority of normalizers for serum microRNA (miRNA) study in cardiovascular disease. Therefore, the aim of this study is to assess the suitability of several common normalizers (miR-16, SNOU6, 5S, miR-19b, miR-24, miR-15b, let 7i) in cardiovascular disease. Methods We evaluated the stability of the seven circulating miRNAs as reference genes in the blood samples from patients with cardiovascular disease [heart failure (HF) and hypertension] and healthy people. Stability was quantified by combining BestKeeper, NormFinder and comparative delta Cq analysis. Results A total of 62 subjects were included in this study, of which 25 patients were with HF, 10 patients were with hypertension, and 27 were healthy people. The analysis from both BestKeeper and comparative delta ct analysis demonstrated that let-7i and miR-16 showed the best performance [the standard deviations (SD) in BestKeeper for let-7i and miR-16 were 0.60 and 0.72, and the mean SD in comparative delta ct analysis for let-7i and miR-16 were 1.79 and 1.82, respectively], while SNOU6 and 5S had the highest variability. In NormFinder analysis, miR-15 show best stability (ρ=0.029), followed by miR-19b (ρ=0.037), let-7i (ρ=0.064), SNOU6 (ρ=0.064), 5S (ρ=0.064), miR-16 (ρ=0.064), while miR-24 (ρ=0.075) showed worst stability. Conclusions This study pointed out that in the serum studies focused on cardiovascular disease, let-7i and miR-16 had the best performance, while SNOU6 and 5S were not suitable as reference gene. This study indicate that the selection of an optimal reference genes is important to get an accurate result in serum miRNA studies, the findings are of clinical significance to guide the further miRNA studies or tests.
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Affiliation(s)
- Xiaoyan Wang
- Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital and Institutes of Biomedical Science, Fudan University, Shanghai 200032, China
| | - Xiaoyi Zhang
- Department of Geriatrics, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Jie Yuan
- Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital and Institutes of Biomedical Science, Fudan University, Shanghai 200032, China
| | - Jian Wu
- Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital and Institutes of Biomedical Science, Fudan University, Shanghai 200032, China
| | - Xin Deng
- Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital and Institutes of Biomedical Science, Fudan University, Shanghai 200032, China
| | - Juan Peng
- Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital and Institutes of Biomedical Science, Fudan University, Shanghai 200032, China
| | - Shijun Wang
- Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital and Institutes of Biomedical Science, Fudan University, Shanghai 200032, China
| | - Chunjie Yang
- Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital and Institutes of Biomedical Science, Fudan University, Shanghai 200032, China
| | - Junbo Ge
- Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital and Institutes of Biomedical Science, Fudan University, Shanghai 200032, China
| | - Yunzeng Zou
- Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital and Institutes of Biomedical Science, Fudan University, Shanghai 200032, China
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MicroRNA Expression Profiling in Psoriatic Arthritis. BIOMED RESEARCH INTERNATIONAL 2018; 2018:7305380. [PMID: 29850558 PMCID: PMC5937573 DOI: 10.1155/2018/7305380] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Revised: 11/13/2017] [Accepted: 11/22/2017] [Indexed: 12/27/2022]
Abstract
Background Psoriatic arthritis (PsA) is an inflammatory arthritis, characterized by bone erosions and new bone formation. MicroRNAs (miRNAs) are key regulators of the immune responses. Differential expression of miRNAs has been reported in several inflammatory autoimmune diseases; however, their role in PsA is not fully elucidated. We aimed to identify miRNA expression signatures associated with PsA and to investigate their potential implication in the disease pathogenesis. Methods miRNA microarray was performed in blood cells of PsA patients and healthy controls. miRNA pathway analyses were performed and the global miRNA profiling was combined with transcriptome data in PsA. Deregulation of selected miRNAs was validated by real-time PCR. Results We identified specific miRNA signatures associated with PsA patients with active disease. These miRNAs target pathways relevant in PsA, such as TNF, MAPK, and WNT signaling cascades. Network analysis revealed several miRNAs regulating highly connected genes within the PsA transcriptome. miR-126-3p was the most downregulated miRNA in active patients. Noteworthy, miR-126 overexpression induced a decreased expression of genes implicated in PsA. Conclusions This study sheds light on some epigenetic aspects of PsA identifying specific miRNAs, which may represent promising candidates as biomarkers and/or for the design of novel therapeutic strategies in PsA.
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Uchôa Guimarães CT, Ferreira Martins NN, Cristina da Silva Oliveira K, Almeida CM, Pinheiro TM, Gigek CO, Roberto de Araújo Cavallero S, Assumpção PP, Cardoso Smith MA, Burbano RR, Calcagno DQ. Liquid biopsy provides new insights into gastric cancer. Oncotarget 2018; 9:15144-15156. [PMID: 29599934 PMCID: PMC5871105 DOI: 10.18632/oncotarget.24540] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Accepted: 12/01/2017] [Indexed: 12/12/2022] Open
Abstract
Liquid biopsies have great promise for precision medicine as they provide information about primary and metastatic tumors via a minimally invasive method. In gastric cancer patients, a large number of blood-based biomarkers have been reported for their potential role in clinical practice for screening, early diagnosis, prognostic evaluation, recurrence monitoring and therapeutic efficiency follow-up. This current review focuses on blood liquid biopsies' role and their clinical implications in gastric cancer patients, with an emphasis on circulating tumor cells (CTCs), circulating tumor DNA (ctDNA) and circulating non-coding RNAs (ncRNAs). We also provide a brief discussion of the potential and limitations of liquid biopsies use and their future use in the routine clinical care of gastric cancer.
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Affiliation(s)
- Camila Tavares Uchôa Guimarães
- Residência Multiprofissional em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, PA, Brazil
| | | | | | - Caroline Martins Almeida
- Residência Multiprofissional em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, PA, Brazil
| | | | - Carolina Oliveira Gigek
- Disciplina de Genética, Universidade Federal de São Paulo, São Paulo, SP, Brazil
- Disciplina de Gastroenterologia Cirurgica, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | | | | | | | - Rommel Rodríguez Burbano
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém, PA, Brazil
- Laboratório de Biologia Molecular, Hospital Ophir Loyola, Belém, PA, Brazil
| | - Danielle Queiroz Calcagno
- Residência Multiprofissional em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, PA, Brazil
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém, PA, Brazil
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Shang G, Mi Y, Mei Y, Wang G, Wang Y, Li X, Wang Y, Li Y, Zhao G. MicroRNA-192 inhibits the proliferation, migration and invasion of osteosarcoma cells and promotes apoptosis by targeting matrix metalloproteinase-11. Oncol Lett 2018; 15:7265-7272. [PMID: 29731885 DOI: 10.3892/ol.2018.8239] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Accepted: 01/29/2018] [Indexed: 02/07/2023] Open
Abstract
MicroRNAs (miRNAs) are small non-coding RNAs that regulate gene expression during stem cell growth, proliferation and differentiation. miRNAs are also involved in the development and progression of a number of cancer types, including osteosarcoma (OS). miR-192 is significantly downregulated in various tumors, including lung, bladder and rectal cancer. miR-192 expression is associated with the migration and invasion of OS cells. However, the expression of miR-192 and its effects on the development of OS have not been reported. In the present study, the involvement of miR-192 and its molecular mechanisms in the development of OS was investigated. The results indicate that miR-192 expression was significantly downregulated in OS tissues compared with non-tumor tissues (P<0.05). Next, a miR-192 agomir was transfected into the OS cell line MG-63 to upregulate miR-192. The effects of miR-192 overexpression were then investigated by examining cell proliferation, apoptosis, migration and invasion. Matrix metalloproteinase (MMP)-11 belongs to a family of nine or more highly homologous Zn2+-endopeptidases. It was demonstrated that the mRNA and protein expression of MMP-11 were upregulated in OS tissues compared with non-tumor tissues (P<0.05). MMP-11 was predicted by TargetScan and miRanda as a miR-192 target, which was confirmed by western blotting and dual-luciferase assays. Finally, it was demonstrated that the overexpression of miR-192 was able to downregulate MMP-11 expression and reduce proliferation, migration and invasion, and promote apoptosis in OS cells. Together, these data indicate that miR-192 may be a tumor suppressor that inhibits the progression and invasion of OS by targeting MMP-11. Therefore, miR-192 may be useful for the diagnosis and treatment of OS.
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Affiliation(s)
- Guowei Shang
- Department of Orthopedic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, P.R. China
| | - Yang Mi
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, P.R. China
| | - Yingwu Mei
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, P.R. China
| | - Guanghui Wang
- Department of Orthopedic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, P.R. China
| | - Yadong Wang
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, P.R. China
| | - Xinjie Li
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, P.R. China
| | - Yisheng Wang
- Department of Orthopedic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, P.R. China
| | - Yuebai Li
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, P.R. China
| | - Guoqiang Zhao
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, P.R. China
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Murakami Y, Miura K, Sato S, Higashijima A, Hasegawa Y, Miura S, Yoshiura KI, Masuzaki H. Reference values for circulating pregnancy-associated microRNAs in maternal plasma and their clinical usefulness in uncomplicated pregnancy and hypertensive disorder of pregnancy. J Obstet Gynaecol Res 2018. [PMID: 29516574 DOI: 10.1111/jog.13610] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
AIM The aim of this study was to establish the reference values for circulating pregnancy-associated placental microRNAs in maternal plasma and clarify their clinical significance in patients with hypertensive disorder of pregnancy (HDP). METHODS Blood samples were collected from 145 women with uncomplicated pregnancies (24, 26, 31 and 32 women at 12, 23, 30 and 36 weeks of gestation, respectively, and 32 women 1 day after delivery). Plasma concentrations of pregnancy-associated placental microRNAs (miR-515-3p, miR-517a, miR-517c and miR-518b) were measured by quantitative real-time reverse-transcription polymerase chain reaction. Reference values for each microRNA were determined by the line of best fit and 95% prediction interval and are expressed as logarithmic transformation. To clarify the clinical significance of these reference values, we measured the plasma concentrations of pregnancy-associated microRNAs in a different population comprising 33 pregnant women with HDP and 44 women with uncomplicated pregnancies. RESULTS Reference values for circulating pregnancy-associated placental microRNAs on chromosome 19 miRNA clusters showed an increasing tendency as pregnancy progressed and decreased significantly 1 day after delivery (P < 0.05). The sensitivity and specificity of each reference value were 57.6% and 93.2% for miR-515-3p, 63.6% and 75.0% for miR-517a, 75.8% and 79.5% for miR-517c and 63.6% and 75.0% for miR-518b, respectively. The positive and negative predictive values of each reference value were 86.4% and 74.5% for miR-515-3p, 65.6% and 73.3% for miR-517a, 73.5% and 81.4% for miR-517c and 65.6% and 73.3% for miR-518b, respectively. CONCLUSION Establishing the reference values for circulating pregnancy-associated placental microRNAs in maternal plasma could be useful for the evaluation of HDP.
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Affiliation(s)
- Yuko Murakami
- Department of Obstetrics and Gynecology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Kiyonori Miura
- Department of Obstetrics and Gynecology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Shuntaro Sato
- Clinical Research Center, Nagasaki University Hospital, Nagasaki, Japan
| | - Ai Higashijima
- Department of Obstetrics and Gynecology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Yuri Hasegawa
- Department of Obstetrics and Gynecology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Shoko Miura
- Department of Obstetrics and Gynecology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Koh-Ichiro Yoshiura
- Department of Human Genetics, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Hideaki Masuzaki
- Department of Obstetrics and Gynecology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
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Suyal S, Singh MP, Shekhar H, Srivastava S. In silico screening of proteins targeting circulating miRNAs for improved diagnosis of multiple myeloma. Biochem Biophys Res Commun 2018; 497:577-582. [PMID: 29448111 DOI: 10.1016/j.bbrc.2018.02.103] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Accepted: 02/10/2018] [Indexed: 12/20/2022]
Abstract
Multiple Myeloma (MM) is a B-cell malignancy, which is characterized by the expansion of clonal plasma cells in the bone marrow, leading to abnormal accumulation of monoclonal antibodies in circulation. Certain circulating miRNAs are deregulated in MM and their differential expression profiles in body fluids can be quantified and used to discriminate between the premalignant and malignant stages of MM. Our study identifies protein which would show affinity for a selected panel of circulating miRNAs deregulated in MM. Human RNA binding proteins were identified based on their unique RNA binding domains and their interacting probabilities with the panel of miRNAs deregulated in MM. miR-26 was used as a negative control for interaction studies. 3-D structure of candidate proteins were determined and molecular docking was performed to confirm the results. Five RNA binding proteins TROVE2, CUGBP2, DHX8, PUM2 and DKC1 were used for molecular docking studies. DKC1 showed significant hydrogen bonding as well as remarkable binding affinity values of -17.4 kcal/mol with miR-720 (2 H-bonds), -16 kcal/mol with miR-1246 (1 H-bond) and -16.9 kcal/mol with miR-1308 (3 H-bonds). Identified protein-miRNA interaction could be used to develop an economical and reliable ELISA based methodology for improved and sensitive diagnosis of MM patients.
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Affiliation(s)
- Shradha Suyal
- Department of Biotechnology, Motilal Nehru National Institute of Technology, Allahabad, 211004, India
| | - Manish Pratap Singh
- Department of Biotechnology, Motilal Nehru National Institute of Technology, Allahabad, 211004, India
| | - Himanshu Shekhar
- Department of Biotechnology, Motilal Nehru National Institute of Technology, Allahabad, 211004, India
| | - Sameer Srivastava
- Department of Biotechnology, Motilal Nehru National Institute of Technology, Allahabad, 211004, India.
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Agrawal S, Tapmeier T, Rahmioglu N, Kirtley S, Zondervan K, Becker C. The miRNA Mirage: How Close Are We to Finding a Non-Invasive Diagnostic Biomarker in Endometriosis? A Systematic Review. Int J Mol Sci 2018; 19:ijms19020599. [PMID: 29463003 PMCID: PMC5855821 DOI: 10.3390/ijms19020599] [Citation(s) in RCA: 86] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 02/08/2018] [Accepted: 02/09/2018] [Indexed: 12/27/2022] Open
Abstract
Background: Endometriosis is a common disorder of the reproductive age group, characterised by the presence of ectopic endometrial tissue. The disease not only causes enormous suffering to the affected women, but also brings a tremendous medical and economic burden to bear on society. There is a long lag phase between the onset and diagnosis of the disease, mainly due to its non-specific symptoms and the lack of a non-invasive test. Endometriosis can only be diagnosed invasively by laparoscopy. A specific, non-invasive test to diagnose endometriosis is an unmet clinical need. The recent discovery of microRNAs (miRNAs) as modulators of gene expression, and their stability and specificity, make them an attractive candidate biomarker. Various studies on miRNAs in endometriosis have identified their cardinal role in the pathogenesis of the disease, and have proposed them as potential biomarkers in endometriosis. Rationale/Objectives: The aims of this review were to study the role of circulatory miRNAs in endometriosis, and bring to light whether circulatory miRNAs could be potential non-invasive biomarkers to diagnose the disease. Search methods: Three databases, PubMed, EMBASE, and BIOSIS were searched, using a combination of Mesh or Emtree headings and free-text terms, to identify literature relating to circulating miRNAs in endometriosis published from 1996 to 31 December 2017. Only peer-reviewed, full-text original research articles in English were included in the current review. The studies meeting the inclusion criteria were critically assessed and checked using the QUADAS-2 (Quality Assessment of Diagnostic Accuracy Studies) tool. The dysregulated miRNAs were assessed regarding the concordance between the various studies and their role in the disease. Outcomes: Nine studies were critically analysed, and 42 different miRNAs were found to be dysregulated in them, with only one common miRNA (miR-20a) differentially expressed in more than one study. miR-17-5p/20a, miR-200, miR-199a, miR-143, and miR-145 were explored for their pivotal role in the aetiopathogenesis of endometriosis. Wider implications: It is emerging that miRNAs play a central role in the pathogenesis of endometriosis and have the potential of being promising biomarkers. Circulating miRNAs as a non-invasive diagnostic tool may shorten the delay in the diagnosis of the disease, thus alleviating the suffering of women and reducing the burden on health care systems. However, despite numerous studies on circulating miRNAs in endometriosis, no single miRNA or any panel of them seems to meet the criteria of a diagnostic biomarker. The disagreement between the various studies upholds the demand of larger, well-controlled systematic validation studies with uniformity in the research approaches and involving diverse populations.
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Affiliation(s)
- Swati Agrawal
- Endometriosis CaRe Centre, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford OX1 2JD, UK;.
| | - Thomas Tapmeier
- Endometriosis CaRe Centre, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford OX1 2JD, UK;.
| | - Nilufer Rahmioglu
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX1 2JD, UK.
| | - Shona Kirtley
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford OX1 2JD, UK.
| | - Krina Zondervan
- Endometriosis CaRe Centre, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford OX1 2JD, UK;.
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX1 2JD, UK.
| | - Christian Becker
- Endometriosis CaRe Centre, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford OX1 2JD, UK;.
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Ma C, Nguyen HPT, Luwor RB, Stylli SS, Gogos A, Paradiso L, Kaye AH, Morokoff AP. A comprehensive meta-analysis of circulation miRNAs in glioma as potential diagnostic biomarker. PLoS One 2018; 13:e0189452. [PMID: 29444091 PMCID: PMC5812551 DOI: 10.1371/journal.pone.0189452] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Accepted: 11/24/2017] [Indexed: 11/18/2022] Open
Abstract
Glioma is the most common malignant intracranial tumour. Recently, several publications have suggested that miRNAs can be used as potential diagnostic biomarkers of glioma. Here we performed a meta-analysis to identify the diagnostic accuracy of differentially expressed circulating miRNAs in gliomas. Using PubMed, Medline and Cochrane databases, we searched for studies which evaluated a single or panel of miRNAs from circulating blood as potential biomarkers of glioma. Sixteen publications involving 23 studies of miRNAs from serum or plasma met our criteria and were included in this meta-analysis. The pooled diagnostic parameters were calculated by random effect models and overall diagnostic performance of altered miRNAs was illustrated by the summary receiver operator characteristic (SROC) curves. The pooled sensitivity, specificity, positive likelihood ratio (PLR) and negative likelihood ratio (NLR) from each study were calculated. The pooled PLR, NLR and Diagnostic Odds Ratio were 6.39 (95% CI, 4.61-8.87), 0.15 (95% CI, 0.11-0.21) and 41.91 (95% CI, 23.15-75.88), respectively. The pooled sensitivity, specificity and area under the curve (AUC) were 0.87 (95% CI, 0.82-0.91), 0.86 (95% CI, 0.82-0.90) and 0.93 (95% CI, 0.91-0.95), respectively. This meta-analysis demonstrated that circulating miRNAs are capable of distinguishing glioma from healthy controls. Circulating miRNAs are promising diagnostic biomarkers for glioma and can potentially be used as a non-invasive early detection.
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Affiliation(s)
- Chenkai Ma
- Department of Surgery, The University of Melbourne, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Hong P. T. Nguyen
- Department of Surgery, The University of Melbourne, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Rodney B. Luwor
- Department of Surgery, The University of Melbourne, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Stanley S. Stylli
- Department of Surgery, The University of Melbourne, The Royal Melbourne Hospital, Parkville, Victoria, Australia
- Department of Neurosurgery, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Andrew Gogos
- Department of Surgery, The University of Melbourne, The Royal Melbourne Hospital, Parkville, Victoria, Australia
- Department of Neurosurgery, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Lucia Paradiso
- Department of Surgery, The University of Melbourne, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Andrew H. Kaye
- Department of Surgery, The University of Melbourne, The Royal Melbourne Hospital, Parkville, Victoria, Australia
- Department of Neurosurgery, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Andrew P. Morokoff
- Department of Surgery, The University of Melbourne, The Royal Melbourne Hospital, Parkville, Victoria, Australia
- Department of Neurosurgery, The Royal Melbourne Hospital, Parkville, Victoria, Australia
- * E-mail: ,
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128
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Differential expression levels of plasma microRNA in Hashimoto's disease. Gene 2018; 642:152-158. [DOI: 10.1016/j.gene.2017.10.053] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Accepted: 10/16/2017] [Indexed: 12/20/2022]
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129
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Identification of valid reference genes for mRNA and microRNA normalisation in prostate cancer cell lines. Sci Rep 2018; 8:1949. [PMID: 29386530 PMCID: PMC5792445 DOI: 10.1038/s41598-018-19458-z] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2016] [Accepted: 12/14/2017] [Indexed: 01/10/2023] Open
Abstract
RT-qPCR offers high sensitivity, for accurate interpretations of qPCR results however, normalisation using suitable reference genes is fundamental. Androgens can regulate transcriptional expression including reference gene expression in prostate cancer. In this study, we evaluated ten mRNA and six non-protein coding RNA reference genes in five prostate cell lines under varied dihydrotestosterone (DHT) treatments. We validated the effects of DHT-treatments using media containing charcoal-stripped serum prior to DHT stimulation on the test samples by Western blot experiments. Reference gene expression stability was analysed using three programs (geNorm, NormFinder and BestKeeper), and the recommended comprehensive ranking is provided. Our results reveal that ACTB and GAPDH, and miR-16 and miR-1228-3p are the most suitable mRNA and miRNA reference genes across all cell lines, respectively. Considering prostate cancer cell types, ACTB/GAPDH and ACTB/HPRT1 are the most suitable reference gene combinations for mRNA analysis, and miR-16/miR-1228-3p and RNU6-2/RNU43 for miRNA analysis in AR+, and AR− and normal cell lines, respectively. Comparison of relative target gene (PCA3 and miR-141) expression reveals different patterns depending on reference genes used for normalisation. To our knowledge, this is the first report on validation of reference genes under different DHT treatments in prostate cancer cells. This study provides insights for discovery of reliable DHT-regulated genes in prostate cells.
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130
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Chiba M, Monzen S, Iwaya C, Kashiwagi Y, Yamada S, Hosokawa Y, Mariya Y, Nakamura T, Wojcik A. Serum miR-375-3p increase in mice exposed to a high dose of ionizing radiation. Sci Rep 2018; 8:1302. [PMID: 29358747 PMCID: PMC5778023 DOI: 10.1038/s41598-018-19763-7] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Accepted: 01/09/2018] [Indexed: 12/14/2022] Open
Abstract
Exposure to high-doses of ionizing radiation (IR) leads to development of a strong acute radiation syndrome (ARS) in mammals. ARS manifests after a latency period and it is important to develop fast prognostic biomarkers for its early detection and assessment. Analysis of chromosomal aberrations in peripheral blood lymphocytes is the gold standard of biological dosimetry, but it fails after high doses of IR. Therefore, it is important to establish novel biomarkers of exposure that are fast and reliable also in the high dose range. Here, we investigated the applicability of miRNA levels in mouse serum. We found significantly increased levels of miR-375-3p following whole body exposure to 7 Gy of X-rays. In addition, we analyzed their levels in various organs of control mice and found them to be especially abundant in the pancreas and the intestine. Following a dose of 7 Gy, extensive cell death occurred in these tissues and this correlated negatively with the levels of miR-375-3p in the organs. We conclude that high expressing tissues of miR-375-3p may secrete this miRNA in serum following exposure to 7 Gy. Therefore, elevated miR-375-3p in serum may be a predictor of tissue damage induced by exposure to a high radiation dose.
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Affiliation(s)
- Mitsuru Chiba
- Department of Bioscience and Laboratory Medicine, Graduate School of Health Sciences, Hirosaki University, 66-1, Hon-cho, Hirosaki, Aomori, 036-8564, Japan.
| | - Satoru Monzen
- Department of Radiation Sciences, Graduate School of Health Sciences, Hirosaki University, 66-1, Hon-cho, Hirosaki, Aomori, 036-8564, Japan
| | - Chihiro Iwaya
- Department of Medical Technology, Hirosaki University School of Health Sciences, 66-1, Hon-cho, Hirosaki, Aomori, 036-8564, Japan
| | - Yuri Kashiwagi
- Department of Medical Technology, Hirosaki University School of Health Sciences, 66-1, Hon-cho, Hirosaki, Aomori, 036-8564, Japan
| | - Sunao Yamada
- Department of Medical Technology, Hirosaki University School of Health Sciences, 66-1, Hon-cho, Hirosaki, Aomori, 036-8564, Japan
| | - Yoichiro Hosokawa
- Department of Radiation Sciences, Graduate School of Health Sciences, Hirosaki University, 66-1, Hon-cho, Hirosaki, Aomori, 036-8564, Japan
| | - Yasushi Mariya
- Department of Radiology and Radiation Oncology, Mutsu General Hospital, 1-2-8, Kogawa-machi, Mutsu, Aomori, 035-0071, Japan
| | - Toshiya Nakamura
- Department of Bioscience and Laboratory Medicine, Graduate School of Health Sciences, Hirosaki University, 66-1, Hon-cho, Hirosaki, Aomori, 036-8564, Japan
| | - Andrzej Wojcik
- Department of Molecular Biosciences, The Wenner Gren Instititute, Stockholm University, Svante Arrhenius väg 20 C, 10691, Stockholm, Sweden.,Department of Radiobiology and Immunology, Institute of Biology, Jan Kochanowski University, ul. Swietokrzyska 15, 25-406, Kielce, Poland
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Rapado-González Ó, Majem B, Muinelo-Romay L, Álvarez-Castro A, Santamaría A, Gil-Moreno A, López-López R, Suárez-Cunqueiro MM. Human salivary microRNAs in Cancer. J Cancer 2018; 9:638-649. [PMID: 29556321 PMCID: PMC5858485 DOI: 10.7150/jca.21180] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Accepted: 12/11/2017] [Indexed: 12/25/2022] Open
Abstract
Circulating microRNAs (miRNAs) have emerged as excellent candidates for cancer biomarkers. Several recent studies have highlighted the potential use of saliva for the identification of miRNAs as novel biomarkers, which represents a great opportunity to improve diagnosis and monitor general health and disease. This review summarises the mechanisms of miRNAs deregulation in cancer, the value of targeting them with a therapeutic intention and the evidence of the potential clinical use of miRNAs expressed in saliva for the detection of different cancer types. We also provide a comprehensive review of the different methods for normalising the levels of specific miRNAs present in saliva, as this is a critical step in their analysis, and the challenge to validate salivary miRNAs as a reality to manage cancer patients.
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Affiliation(s)
- Óscar Rapado-González
- Department of Surgery and Medical Surgical Specialties, Medicine and Dentistry School, University of Santiago de Compostela, Spain. Health Research Institute of Santiago (IDIS); Santiago de Compostela, Spain.,Liquid Biopsy Analysis Unit, Translational Medical Oncology, Health Research Institute of Santiago (IDIS), CIBERONC, Complexo Hospitalario Universitario de Santiago de Compostela (SERGAS), Santiago de Compostela, Spain
| | - Blanca Majem
- Cell Cycle and Cancer Lab, Biomedical Research Group in Gynecology, Vall Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Laura Muinelo-Romay
- Liquid Biopsy Analysis Unit, Translational Medical Oncology, Health Research Institute of Santiago (IDIS), CIBERONC, Complexo Hospitalario Universitario de Santiago de Compostela (SERGAS), Santiago de Compostela, Spain
| | - Ana Álvarez-Castro
- Medical Digestive Service, Complexo Hospitalario Universitario de Santiago de Compostela (SERGAS); Santiago de Compostela, Spain
| | - Anna Santamaría
- Cell Cycle and Cancer Lab, Biomedical Research Group in Gynecology, Vall Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Antonio Gil-Moreno
- Cell Cycle and Cancer Lab, Biomedical Research Group in Gynecology, Vall Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona (UAB), Barcelona, Spain.,Department of Gynecology Oncology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Rafael López-López
- Liquid Biopsy Analysis Unit, Translational Medical Oncology, Health Research Institute of Santiago (IDIS), CIBERONC, Complexo Hospitalario Universitario de Santiago de Compostela (SERGAS), Santiago de Compostela, Spain
| | - María Mercedes Suárez-Cunqueiro
- Department of Surgery and Medical Surgical Specialties, Medicine and Dentistry School, University of Santiago de Compostela, Spain. Health Research Institute of Santiago (IDIS); Santiago de Compostela, Spain
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Netz U, Carter J, Eichenberger MR, Feagins K, Galbraith NJ, Dryden GW, Pan J, Rai SN, Galandiuk S. Plasma microRNA Profile Differentiates Crohn's Colitis From Ulcerative Colitis. Inflamm Bowel Dis 2018; 24:159-165. [PMID: 29272478 PMCID: PMC5858028 DOI: 10.1093/ibd/izx009] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND Inflammatory bowel disease (IBD) is commonly divided into 2 entities: Crohn's disease (CD) and ulcerative colitis (UC). Differentiating between these entities when dealing with IBD confined to the colon is important, especially when planning surgical treatment. Due to ambiguous histological or endoscopic findings, accurate diagnosis is not possible in up to 15% of cases. The aim of this study was to determine whether plasma microRNAs (miRNAs) can help differentiate Crohn's colitis (CC) from ulcerative colitis. METHODS Patients with isolated CC and with UC were enrolled in our study from January 2010 to May 2016. Peripheral blood was collected, and total RNA was isolated from plasma. Screening was performed for 380 common miRNAs. miRNAs that were differentially expressed between these 2 groups were chosen, and their differential expression was confirmed using single miRNA assays in a larger sample size. A predictive model was generated using these data. Significantly differentially expressed miRNAs were then validated utilizing the predictive model to assess blinded data from the single assays. RESULTS Screening was performed on 8 patients from each group. Seven differentially expressed miRNAs were chosen for single assay confirmation. Two miRNAs (miR-598, miR-642) were consistently different between the patient groups (P = 0.013, P = 0.005). Using blinded data, these 2 miRNAs were validated using the predictive model, achieving an overall accuracy of 75% (95% confidence interval, 40.7-92.9). CONCLUSIONS We identified 2 plasma miRNAs that differentiated CC from UC. Our data indicate the promise and feasibility of a plasma miRNA-based assay to distinguish between these 2 conditions.
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Affiliation(s)
- Uri Netz
- Price Institute of Surgical Research, The Hiram C. Polk Jr., MD Department of
Surgery, University of Louisville, Louisville, Kentucky,Department of Surgery A, Soroka University Medical Center, Beer Sheva,
Israel,Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva,
Israel
| | - Jane Carter
- Price Institute of Surgical Research, The Hiram C. Polk Jr., MD Department of
Surgery, University of Louisville, Louisville, Kentucky
| | - M Robert Eichenberger
- Price Institute of Surgical Research, The Hiram C. Polk Jr., MD Department of
Surgery, University of Louisville, Louisville, Kentucky
| | - Kayla Feagins
- Price Institute of Surgical Research, The Hiram C. Polk Jr., MD Department of
Surgery, University of Louisville, Louisville, Kentucky
| | - Norman J Galbraith
- Price Institute of Surgical Research, The Hiram C. Polk Jr., MD Department of
Surgery, University of Louisville, Louisville, Kentucky
| | - Gerald W Dryden
- Department of Medicine, Division of Gastroenterology, Hepatology, and
Nutrition University of Louisville School of Medicine Louisville, Kentucky
| | - Jianmin Pan
- Department of Bioinformatics and Biostatistics, University of Louisville
School of Public Health and Information Sciences, Louisville, Kentucky
| | - Shesh N Rai
- Department of Bioinformatics and Biostatistics, University of Louisville
School of Public Health and Information Sciences, Louisville, Kentucky
| | - Susan Galandiuk
- Price Institute of Surgical Research, The Hiram C. Polk Jr., MD Department of
Surgery, University of Louisville, Louisville, Kentucky,Address correspondence to: Susan Galandiuk, MD, FACG, AGAF, The Hiram C.
Polk Jr, MD Department of Surgery, 550 South Jackson Street, Louisville, KY 40202 (e-mail:
)
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133
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Janszky N, Süsal C. Circulating and urinary microRNAs as possible biomarkers in kidney transplantation. Transplant Rev (Orlando) 2017; 32:110-118. [PMID: 29366537 DOI: 10.1016/j.trre.2017.12.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Revised: 12/03/2017] [Accepted: 12/14/2017] [Indexed: 02/07/2023]
Affiliation(s)
- Noémi Janszky
- Transplantation Immunology, Institute of Immunology, University of Heidelberg, Germany.
| | - Caner Süsal
- Transplantation Immunology, Institute of Immunology, University of Heidelberg, Germany
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134
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Liu RSC, Olkhov-Mitsel E, Jeyapala R, Zhao F, Commisso K, Klotz L, Loblaw A, Liu SK, Vesprini D, Fleshner NE, Bapat B. Assessment of Serum microRNA Biomarkers to Predict Reclassification of Prostate Cancer in Patients on Active Surveillance. J Urol 2017; 199:1475-1481. [PMID: 29246734 DOI: 10.1016/j.juro.2017.12.006] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/02/2017] [Indexed: 12/14/2022]
Abstract
PURPOSE Conventional clinical variables cannot accurately differentiate indolent from aggressive prostate cancer in patients on active surveillance. We investigated promising circulating miRNA biomarkers to predict the reclassification of active surveillance cases. MATERIALS AND METHODS We collected serum samples from 2 independent active surveillance cohorts of 196 and 133 patients for the training and validation, respectively, of candidate miRNAs. All patients were treatment naïve and diagnosed with Gleason score 6 prostate cancer. Samples were collected prior to potential reclassification. We analyzed 9 circulating miRNAs previously shown to be associated with prostate cancer progression. Logistic regression and ROC analyses were performed to assess the predictive ability of miRNAs and clinical variables. RESULTS A 3-miR (miRNA-223, miRNA-24 and miRNA-375) score was significant to predict patient reclassification (training OR 2.72, 95% CI 1.50-4.94 and validation OR 3.70, 95% CI 1.29-10.6). It was independent of clinical characteristics in multivariable models. The ROC AUC was maximized when combining the 3-miR score and prostate specific antigen, indicating additive predictive value. The 3-miR score plus the prostate specific antigen panel cutoff achieved 89% to 90% negative predictive value and 66% to 81% specificity. CONCLUSIONS The 3-miR score combined with prostate specific antigen represents a noninvasive biomarker panel with high negative predictive value. It may be used to identify patients on active surveillance who have truly indolent prostate cancer.
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Affiliation(s)
- Richard S C Liu
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada; Lunenfeld Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
| | | | - Renu Jeyapala
- Lunenfeld Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
| | - Fang Zhao
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada; Lunenfeld Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
| | - Kristina Commisso
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Laurence Klotz
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Andrew Loblaw
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Stanley K Liu
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Danny Vesprini
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Neil E Fleshner
- Division of Urology, Princess Margaret Hospital, University Health Network, Toronto, Ontario, Canada
| | - Bharati Bapat
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada; Lunenfeld Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada.
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135
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Medical examination powers miR-194-5p as a biomarker for postmenopausal osteoporosis. Sci Rep 2017; 7:16726. [PMID: 29196685 PMCID: PMC5711921 DOI: 10.1038/s41598-017-17075-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 11/21/2017] [Indexed: 11/08/2022] Open
Abstract
An important attribute of microRNAs is their potential use as disease biomarkers. However, such applications may be restricted because of unsatisfactory performance of the microRNA of interest. Owing to moderate correlation with spine T-score, miR-194-5p was identified as a potential biomarker for postmenopausal osteoporosis. Here, we determined whether medical examination could improve its characteristic as a biomarker for postmenopausal osteoporosis. We recruited 230 postmenopausal Chinese women to measure circulating levels of miR-194-5p, determine the spine bone status, and perform a 42-item medical examination. No obvious information redundancy was observed between miR-194-5p and any one item. However, on examining miR-194-5p alone, the sensitivity at fixed specificity of 0.9 (SESP=0.9) was 0.27, implying poor identification of at-risk individuals. Model integration of the microRNA and multiple medical items strengthened this property; in addition, model complexity greatly contributed to performance improvement. Using a model composed of two artificial neural networks, the ability of miR-194-5p to identify at-risk individuals significantly improved (SESP=0.9 = 0.54) when correlated with five medical items: weight, age, left ventricular end systolic diameter, alanine aminotransferase, and urine epithelial cell count. We present a feasible way to achieve a more accurate microRNA-based biomarker for a disease of interest.
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136
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Sun Y, Liu Y, Cogdell D, Calin GA, Sun B, Kopetz S, Hamilton SR, Zhang W. Examining plasma microRNA markers for colorectal cancer at different stages. Oncotarget 2017; 7:11434-49. [PMID: 26863633 PMCID: PMC4905484 DOI: 10.18632/oncotarget.7196] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Accepted: 01/23/2016] [Indexed: 12/13/2022] Open
Abstract
Circulating microRNAs (miRNAs) have emerged as promising biomarkers; however, few miRNAs have been reproducible and can be used in clinical practice. In this study, we screened the levels of 754 miRNAs using TaqMan array in 50 individual plasma samples from 10 demographically matched healthy controls and 40 colorectal cancer (CRC) patients (10 each of stage I-IV) and identified 22 miRNAs associated with the presence of and stages of CRC. Then we performed the validation for 11 miRNAs in an independent cohort including 187 CRC cases and 47 healthy controls. Comprehensive analyses showed that plasma miR-96 distinguished stage I-IV CRC from healthy controls with an area under curve (AUC) of 0.740; miR-203 separated stage III-IV CRC patients from stage I-II with an AUC of 0.757; and miR-141 differentiated stage IV CRC from stage I-III patients with an AUC of 0.851. Survival analyses showed that plasma miR-96 and miR-200b were independent prognostic factors for overall survival. Thus, we propose four miRNAs (miR-96, miR-203, miR-141 and miR-200b) as clinically validated circulating biomarkers for CRC prognosis that warrant further evaluation for clinical utility.
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Affiliation(s)
- Yan Sun
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.,Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
| | - Yuexin Liu
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - David Cogdell
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - George A Calin
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.,The Center for RNA Interference and Non-Coding RNAs, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Baocun Sun
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
| | - Scott Kopetz
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Stanley R Hamilton
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Wei Zhang
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.,The Center for RNA Interference and Non-Coding RNAs, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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137
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Rodil-Garcia P, Arellanes-Licea EDC, Montoya-Contreras A, Salazar-Olivo LA. Analysis of MicroRNA Expression in Newborns with Differential Birth Weight Using Newborn Screening Cards. Int J Mol Sci 2017; 18:ijms18122552. [PMID: 29182561 PMCID: PMC5751155 DOI: 10.3390/ijms18122552] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 11/17/2017] [Accepted: 11/21/2017] [Indexed: 12/28/2022] Open
Abstract
Birth weight is an early predictor for metabolic diseases and microRNAs (miRNAs) are proposed as fetal programming participants. To evaluate the use of dried blood spots (DBS) on newborn screening cards (NSC) as a source of analyzable miRNAs, we optimized a commercial protocol to recover total miRNA from normal birth weight (NBW, n = 17–20), low birth weight (LBW, n = 17–20) and high birth weight (macrosomia, n = 17–20) newborns and analyzed the relative expression of selected miRNAs by stem-loop RT-qPCR. The possible role of miRNAs on the fetal programming of metabolic diseases was explored by bioinformatic tools. The optimized extraction of RNA resulted in a 1.2-fold enrichment of miRNAs respect to the commercial kit. miR-33b and miR-375 were overexpressed in macrosomia 9.8-fold (p < 0.001) and 1.7-fold, (p < 0.05), respectively and miR-454-3p was overexpressed in both LBW and macrosomia (19.7-fold, p < 0.001 and 10.8-fold, p < 0.001, respectively), as compared to NBW. Potential target genes for these miRNAs are associated to cyclic-guanosine monophosphate (cGMP)-dependent protein kinase (PKG), mitogen-activated protein kinase (MAPK), type 2 diabetes, transforming growth factor-β (TGF-β)and Forkhead box O protein (FoxO) pathways. In summary, we improved a protocol for analyzing miRNAs from NSC and provide the first evidence that birth weight modifies the expression of miRNAs associated to adult metabolic dysfunctions. Our work suggests archived NSC are an invaluable resource in the search for fetal programming biomarkers.
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Affiliation(s)
- Patricia Rodil-Garcia
- Molecular Biology Division, Instituto Potosino de Investigación Científica y Tecnológica, Camino a la Presa San José 2055, San Luis Potosí 78216, SLP, México.
| | - Elvira Del Carmen Arellanes-Licea
- Molecular Biology Division, Instituto Potosino de Investigación Científica y Tecnológica, Camino a la Presa San José 2055, San Luis Potosí 78216, SLP, México.
| | - Angélica Montoya-Contreras
- Molecular Biology Division, Instituto Potosino de Investigación Científica y Tecnológica, Camino a la Presa San José 2055, San Luis Potosí 78216, SLP, México.
| | - Luis A Salazar-Olivo
- Molecular Biology Division, Instituto Potosino de Investigación Científica y Tecnológica, Camino a la Presa San José 2055, San Luis Potosí 78216, SLP, México.
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138
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Moretti F, D’Antona P, Finardi E, Barbetta M, Dominioni L, Poli A, Gini E, Noonan DM, Imperatori A, Rotolo N, Cattoni M, Campomenosi P. Systematic review and critique of circulating miRNAs as biomarkers of stage I-II non-small cell lung cancer. Oncotarget 2017; 8:94980-94996. [PMID: 29212284 PMCID: PMC5706930 DOI: 10.18632/oncotarget.21739] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Accepted: 09/22/2017] [Indexed: 12/25/2022] Open
Abstract
Selected circulating microRNAs (miRNAs) have been suggested for non-invasive screening of non-small cell lung cancer (NSCLC), however the numerous proposed miRNA signatures are inconsistent. Aiming to identify miRNAs suitable specifically for stage I-II NSCLC screening in serum/plasma samples, we searched the databases "Pubmed", "Medline", "Scopus", "Embase" and "WOS" and systematically reviewed the publications reporting quantitative data on the efficacy [sensitivity, specificity and/or area under the curve (AUC)] of circulating miRNAs as biomarkers of NSCLC stage I and/or II. The 20 studies fulfilling the search criteria included 1110 NSCLC patients and 1009 controls, and were of medium quality according to Quality Assessment of Diagnostic Accuracy Studies checklist. In these studies, the patient cohorts as well as the control groups were heterogeneous for demographics and clinicopathological characteristics; moreover, numerous pre-analytical and analytical variables likely influenced miRNA determinations, and potential bias of hemolysis was often underestimated. We identified four circulating miRNAs scarcely influenced by hemolysis, each featuring high sensitivity (> 80%) and AUC (> 0.80) as biomarkers of stage I-II NSCLC: miR-223, miR-20a, miR-448 and miR-145; four other miRNAs showed high specificity (> 90%): miR-628-3p, miR-29c, miR-210 and miR-1244. In a model of two-step screening for stage I-II NSCLC using first the above panel of serum miRNAs with high sensitivity and high AUC, and subsequently the panel with high specificity, the estimated overall sensitivity is 91.6% and overall specificity is 93.4%. These and other circulating miRNAs suggested for stage I-II NSCLC screening require validation in multiple independent studies before they can be proposed for clinical application.
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Affiliation(s)
- Francesca Moretti
- Department of Diagnostic and Public Health, University of Verona, Verona, Italy
| | - Paola D’Antona
- Department of Biotechnology and Life Sciences, DBSV, University of Insubria, Varese, Italy
| | - Emanuele Finardi
- Department of Diagnostic and Public Health, University of Verona, Verona, Italy
| | - Marco Barbetta
- Department of Diagnostic and Public Health, University of Verona, Verona, Italy
| | - Lorenzo Dominioni
- Department of Medicine and Surgery, DMS, Center for Thoracic Surgery, University of Insubria, Varese, Italy
| | - Albino Poli
- Department of Diagnostic and Public Health, University of Verona, Verona, Italy
| | - Elisabetta Gini
- Department of Biotechnology and Life Sciences, DBSV, University of Insubria, Varese, Italy
| | - Douglas M. Noonan
- Department of Biotechnology and Life Sciences, DBSV, University of Insubria, Varese, Italy
- Scientific and Technological Pole, IRCCS MultiMedica, Milan, Italy
| | - Andrea Imperatori
- Department of Medicine and Surgery, DMS, Center for Thoracic Surgery, University of Insubria, Varese, Italy
| | - Nicola Rotolo
- Department of Medicine and Surgery, DMS, Center for Thoracic Surgery, University of Insubria, Varese, Italy
| | - Maria Cattoni
- Department of Medicine and Surgery, DMS, Center for Thoracic Surgery, University of Insubria, Varese, Italy
| | - Paola Campomenosi
- Department of Biotechnology and Life Sciences, DBSV, University of Insubria, Varese, Italy
- The Protein Factory, Centro Interuniversitario di Ricerca in Biotecnologie Proteiche, Politecnico di Milano, ICRM-CNR Milano and University of Insubria, Varese, Italy
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139
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Masuda T, Hayashi N, Kuroda Y, Ito S, Eguchi H, Mimori K. MicroRNAs as Biomarkers in Colorectal Cancer. Cancers (Basel) 2017; 9:cancers9090124. [PMID: 28902152 PMCID: PMC5615339 DOI: 10.3390/cancers9090124] [Citation(s) in RCA: 79] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 09/01/2017] [Accepted: 09/10/2017] [Indexed: 12/11/2022] Open
Abstract
MicroRNAs (miRs) are small RNAs that repress mRNA translation, resulting in the degradation of mRNAs and regulation of the expression levels of various genes. Recent studies have shown that aberrant miR expression has a functional role in the initiation and progression of various malignancies, including colorectal cancer (CRC), which is one of the leading causes of cancer-related death worldwide. miRs have also been shown to have applications as diagnostic, prognostic, and predictive biomarkers because of their high tissue specificity, stability, and altered expression in tumor development. In this report, we examined the role of miRs as biomarkers in CRC through a review of meta-analyses and large-scale analyses having strong statistical confidence in the study outcomes. We also discuss current issues in the clinical application of these miRs.
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Affiliation(s)
- Takaaki Masuda
- Department of Surgery, Kyushu University Beppu Hospital, 4546 Tsurumihara, Beppu 874-0838, Japan.
| | - Naoki Hayashi
- Department of Surgery, Kyushu University Beppu Hospital, 4546 Tsurumihara, Beppu 874-0838, Japan.
| | - Yosuke Kuroda
- Department of Surgery, Kyushu University Beppu Hospital, 4546 Tsurumihara, Beppu 874-0838, Japan.
| | - Shuhei Ito
- Department of Surgery, Kyushu University Beppu Hospital, 4546 Tsurumihara, Beppu 874-0838, Japan.
| | - Hidetoshi Eguchi
- Department of Surgery, Kyushu University Beppu Hospital, 4546 Tsurumihara, Beppu 874-0838, Japan.
| | - Koshi Mimori
- Department of Surgery, Kyushu University Beppu Hospital, 4546 Tsurumihara, Beppu 874-0838, Japan.
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140
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Screening and identification of four serum miRNAs as novel potential biomarkers for cured pulmonary tuberculosis. Tuberculosis (Edinb) 2017. [PMID: 29523324 DOI: 10.1016/j.tube.2017.08.010] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Rapid and efficient methods for the determination of cured pulmonary tuberculosis (TB) are lacking. We screened serum miRNAs using the Solexa sequencing method among untreated TB patients, two-month treated TB patients, cured TB patients, and healthy controls. A total of 100 differentially expressed miRNAs were identified in cured TB patients, including 37 up-regulated (fold change >1.50, P < 0.05) and 63 down-regulated (fold change <0.60, P < 0.05) miRNAs. Gene ontology (GO) enrichment analysis revealed that most of the predicted genes were present in the nucleus with a strong protein binding function. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis strongly suggested alterations in the metabolic pathways. Following quantitative real time chain reaction (qRT-PCR), significantly reduced expression levels of miR-21-5p (0.30, P < 0.001), miR-92a-3p (0.63, P < 0.001), and miR-148b-3p (0.17, P < 0.001) were found in the cured TB patients compared with the untreated TB patients, while significantly increased expression levels of miR-21-5p (2.09, P = 0.001), miR-92a-3p (1.40, P = 0.005), and miR-148b-3p (4.80, P = 0.003) were found in the untreated TB patients compared with the healthy controls. And significantly increased level of miR-125a-5p was found between two-month treated TB patients and untreated TB patients (1.81, P = 0.004). We established a cured TB model with 83.96% accuracy by four miRNAs (miR-21-5p, miR-92a-3p, miR-148b-3p, and miR-125a-5p), and also established a diagnostic model with 70.09% accuracy. Our study provides experimental data for establishing objective indicators of cured TB, and also provides a new experimental basis to understand the pathogenesis and prognosis of TB.
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141
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Reference miRNAs for colorectal cancer: analysis and verification of current data. Sci Rep 2017; 7:8413. [PMID: 28827728 PMCID: PMC5567181 DOI: 10.1038/s41598-017-08784-3] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 07/13/2017] [Indexed: 12/19/2022] Open
Abstract
MicroRNAs (miRNAs) hold great promise in cancer research. The use of appropriate reference miRNAs for normalization of qPCR data is crucial for accurate expression analysis. We present here analysis and verification of current data, proposing a workflow strategy for identification of reference miRNAs in colorectal cancer (CRC). We performed a systematic review of studies aimed to identify stable reference miRNAs in CRC through high-throughput screening. Among the candidate miRNAs selected from the literature we excluded those predicted to target oncogenes or tumor suppressor gene. We then assessed the expression levels of the remaining candidates in exosomes, plasma and tissue samples from CRC patients and healthy controls. The expression stability was evaluated by box-plot, ∆Cq analysis, NormFinder and BestKeeper statistical algorithms. The effects of normalisers on the relative quantification of the oncogenic miR-1290 was also assessed. Our results consistently showed that different combinations of miR-520d, miR-1228 and miR-345 provided the most stably expressed reference miRNAs in the three biological matrices. We identified suitable reference miRNAs for future miRNA expression studies in exosomes plasma and tissues CRC samples. We also provided a novel conceptual framework that overcome the need of performing ex novo identification of suitable reference genes in single experimental systems.
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142
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A method for extracting and characterizing RNA from urine: For downstream PCR and RNAseq analysis. Anal Biochem 2017; 536:8-15. [PMID: 28803886 DOI: 10.1016/j.ab.2017.08.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2017] [Revised: 08/04/2017] [Accepted: 08/09/2017] [Indexed: 12/11/2022]
Abstract
Readily accessible samples such as urine or blood are seemingly ideal for differentiating and stratifying patients; however, it has proven a daunting task to identify reliable biomarkers in such samples. Noncoding RNA holds great promise as a source of biomarkers distinguishing physiologic wellbeing or illness. Current methods to isolate and characterize RNA molecules in urine are limited. In this proof of concept study, we present a method to extract and identify small noncoding RNAs in urine. Initially, quantitative reverse transcription PCR was applied to confirm the presence of microRNAs in total RNA extracted from urine. Once the presence of micro RNA in urine was confirmed, we developed a method to scale up RNA extraction to provide adequate amounts of RNA for next generation sequence analysis. The method described in this study is applicable to detecting a broad range of small noncoding RNAs in urine; thus, they have wide applicability for health and disease analyses.
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143
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Tay JW, James I, Hughes QW, Tiao JY, Baker RI. Identification of reference miRNAs in plasma useful for the study of oestrogen-responsive miRNAs associated with acquired Protein S deficiency in pregnancy. BMC Res Notes 2017; 10:312. [PMID: 28743297 PMCID: PMC5526281 DOI: 10.1186/s13104-017-2636-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Accepted: 07/17/2017] [Indexed: 12/13/2022] Open
Abstract
Background Accumulating evidence indicate that circulating microRNAs (miRNAs) are useful independent non-invasive biomarkers, with unique miRNA signatures defined for various pathophysiological conditions. However, there are no established universal housekeeping miRNAs for the normalisation of miRNAs in body fluids. We have previously identified an oestrogen-responsive miRNA, miR-494, in regulating the anticoagulant, Protein S, in HuH-7 liver cells. Moreover, increased thrombotic risk associated with elevated circulating oestrogen levels is frequently observed in pregnant women and oral contraceptive users. In order to identify other oestrogen-responsive miRNAs, including miR-494, that may be indicative of increased thrombotic risk in plasma, we used nanoString analysis to identify robust and stable endogenous reference miRNAs for the study of oestrogen-responsive miRNAs in plasma. Results We compared the plasma miRNA expression profile of individuals with: (1) Low circulating oestrogens (healthy men and non-pregnant women not taking oral contraceptives), (2) High circulating synthetic oestrogens, (women taking oral contraceptives) and (3) High circulating natural oestrogens (pregnant females >14 weeks gestation). From the nanoString analyses, 11 candidate reference miRNAs which exhibited high counts and not significantly differentially expressed between groups were selected for validation using realtime quantitative polymerase chain reaction (RT-qPCR) and digital droplet PCR (DDPCR) in pooled plasma samples, and the stability of their expression evaluated using NormFinder and BestKeeper algorithms. Four miRNAs (miR-25-5p, miR-188-5p, miR-222-3p and miR-520f) demonstrated detectable stable expression between groups and were further analysed by RT-qPCR in individual plasma samples, where miR-188-5p and miR-222-3p expression were identified as a stable pair of reference genes. The miRNA reference panel consisting of synthetic spike-ins cel-miR-39 and ath-miR159a, and reference miRNAs, miR-188-5p and miR-222-3p was useful in evaluating fold-change of the pregnancy-associated miRNA, miR-141-3p, between groups. Conclusion The miRNA reference panel will be useful for normalising qPCR data comparing miRNA expression between men and women, non-pregnant and pregnant females, and the potential effects of endogenous and synthetic oestrogens on plasma miRNA expression. Electronic supplementary material The online version of this article (doi:10.1186/s13104-017-2636-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- J W Tay
- Western Australian Centre for Thrombosis and Haemostasis, Murdoch University, Murdoch, Australia. .,Perth Blood Institute, Nedlands, Australia.
| | - I James
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Australia
| | - Q W Hughes
- Western Australian Centre for Thrombosis and Haemostasis, Murdoch University, Murdoch, Australia.,Perth Blood Institute, Nedlands, Australia
| | - J Y Tiao
- Western Australian Centre for Thrombosis and Haemostasis, Murdoch University, Murdoch, Australia.,Perth Blood Institute, Nedlands, Australia
| | - R I Baker
- Western Australian Centre for Thrombosis and Haemostasis, Murdoch University, Murdoch, Australia.,Perth Blood Institute, Nedlands, Australia
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144
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Differential miR-346 and miR-582-3p Expression in Association with Selected Maternal and Fetal Complications. Int J Mol Sci 2017; 18:ijms18071570. [PMID: 28753968 PMCID: PMC5536058 DOI: 10.3390/ijms18071570] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Revised: 06/27/2017] [Accepted: 07/10/2017] [Indexed: 12/26/2022] Open
Abstract
Several miRNAs are expressed in human gestational tissue, and some have been shown to be associated with placental dysfunction and complicated pregnancy outcomes. To investigate the roles of miR-346 and miR-582-3p in adverse obstetric events, we analyzed these 2 miRNAs in three samples (maternal blood, umbilical cord blood and placenta) obtained from pregnant women in four groups, including healthy control (n = 60), preeclampsia (n = 31), preterm delivery (n = 29) and small for gestational age (n = 19) patients. The expression levels of miR-346 and miR-582-3p in all included adverse obstetric outcome groups were significantly higher in the maternal plasma samples but lower in the placenta samples (all p value < 0.05). In addition, the miR-346 expression levels in fetal cord blood were also significantly lower in all of the included adverse obstetric outcome groups (all p < 0.05). Multivariate analysis of the three specimens after adjusting for maternal age and gestational age at delivery gave the same results. In conclusion, aberrant miR-346 and miR-582-3p expression level in pregnancy was associated with multiple maternal and fetal complications. Their differential expression in maternal blood, umbilical cord blood and placenta could be potential biomarkers or therapeutic targets for adverse obstetric outcomes
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145
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Wang F, Zhang SJ, Yao X, Tian DM, Zhang KQ, She DM, Guo FF, Zhai QW, Ying H, Xue Y. Circulating microRNA-1a is a biomarker of Graves' disease patients with atrial fibrillation. Endocrine 2017; 57:125-137. [PMID: 28547036 DOI: 10.1007/s12020-017-1331-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2016] [Accepted: 05/15/2017] [Indexed: 12/16/2022]
Abstract
PURPOSE It has been increasingly suggested that specific microRNAs expression profiles in the circulation and atrial tissue are associated with the susceptibility to atrial fibrillation. Nonetheless, the role of circulating microRNAs in Graves' disease patients with atrial fibrillation has not yet been well described. The objective of the study was to identify the role of circulating microRNAs as specific biomarkers for the diagnosis of Graves' disease with atrial fibrillation. METHODS The expression profiles of eight serum microRNAs, which are found to be critical in the pathogenesis of atrial fibrillation, were determined in patients with Graves' disease with or without atrial fibrillation. MicroRNA expression analysis was performed by real-time PCR in normal control subjects (NC; n = 17), patients with Graves' disease without atrial fibrillation (GD; n = 29), patients with Graves' disease with atrial fibrillation (GD + AF; n = 14), and euthyroid patients with atrial fibrillation (AF; n = 22). RESULTS Three of the eight serum microRNAs,i.e., miR-1a, miR-26a, and miR-133, had significantly different expression profiles among the four groups. Spearman's correlation analysis showed that the relative expression level of miR-1a was positively correlated with free triiodothyronine (FT3) and free thyroxine (FT4), and negatively related to thyroid stimulating hormone. Spearman's correlations analysis also revealed that the level of miR-1a was negatively correlated with a critical echocardiographic parameter (left atrial diameter), which was dramatically increased in GD + AF group compared to GD group. Furthermore, the receiver-operating characteristic curve analysis indicated that, among the eight microRNAs, miR-1a had the largest area under the receiver-operating characteristic curves not only for discriminating between individuals with and without Graves' disease, but also for predicting the presence of atrial fibrillation in patients with Graves' disease. CONCLUSIONS Our findings showed that the levels of serum miR-1a were significantly decreased in GD + AF group compared with GD group, suggesting that serum miR-1a might serve as a novel biomarker for diagnosis of atrial fibrillation in patients with Graves' disease.
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Affiliation(s)
- Fang Wang
- Department of Endocrinology, People's Hospital of Shanghai Putuo District, Shanghai, 200060, China
| | - Sheng-Jie Zhang
- Key Laboratory of Food Safety Research, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Xuan Yao
- Key Laboratory of Food Safety Research, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Dong-Mei Tian
- Department of Endocrinology, People's Hospital of Shanghai Putuo District, Shanghai, 200060, China
| | - Ke-Qin Zhang
- Department of Endocrinology, Tongji Hospital of Tongji University, Tongji University School of Medicine, Shanghai, 200065, China
| | - Dun-Min She
- Department of Endocrinology, Tongji Hospital of Tongji University, Tongji University School of Medicine, Shanghai, 200065, China
| | - Fei-Fan Guo
- Key Laboratory of Nutrition and Metabolism, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Qi-Wei Zhai
- Key Laboratory of Nutrition and Metabolism, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Hao Ying
- Key Laboratory of Food Safety Research, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Ying Xue
- Department of Endocrinology, Tongji Hospital of Tongji University, Tongji University School of Medicine, Shanghai, 200065, China.
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146
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Armand-Labit V, Pradines A. Circulating cell-free microRNAs as clinical cancer biomarkers. Biomol Concepts 2017; 8:61-81. [DOI: 10.1515/bmc-2017-0002] [Citation(s) in RCA: 113] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Accepted: 03/21/2017] [Indexed: 12/23/2022] Open
Abstract
AbstractMicroRNAs (miRNAs) are non-coding small RNAs that are master regulators of genic expression and consequently of many cellular processes. But their expression is often deregulated in human tumors leading to cancer development. Recently miRNAs were discovered in body fluids (serum, plasma and others) and their levels have often been reported to be altered in patients. Circulating miRNAs became one of the most promising biomarkers in oncology for early diagnosis, prognosis and therapeutic response prediction. Here we describe the origins and roles of miRNAs, and summarize the most recent studies focusing on their usefulness as cancer biomarkers in lung, breast, colon, prostate, ovary cancers and melanoma. Lastly, we describe the main methodologies related to miRNA detection, which should be standardized for their use in clinical practice.
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Affiliation(s)
- Virginie Armand-Labit
- Inserm, Centre de Recherche en Cancérologie de Toulouse, CRCT UMR-1037, Toulouse, France
- Institut Claudius Regaud, IUCT-Oncopole, Laboratoire de Biologie Médicale Oncologique, Toulouse, France
| | - Anne Pradines
- Inserm, Centre de Recherche en Cancérologie de Toulouse, CRCT UMR-1037, Toulouse, France
- Institut Claudius Regaud, IUCT-Oncopole, Laboratoire de Biologie Médicale Oncologique, Toulouse, France
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147
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Circulating microRNA-214 and -126 as potential biomarkers for canine neoplastic disease. Sci Rep 2017; 7:2301. [PMID: 28536479 PMCID: PMC5442106 DOI: 10.1038/s41598-017-02607-1] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 04/13/2017] [Indexed: 01/08/2023] Open
Abstract
Circulating microRNAs in the blood may provide diagnostic and prognostic information about canine neoplastic diseases, and their profiles may be conserved between human and canine species. We performed RT-qPCR to obtain the profiles of circulating plasma microRNA-214 and -126 in total 181 cases of canine neoplastic diseases and healthy controls. MicroRNA-214 levels were high in 2 epithelial tumours (thyroid and mammary carcinomas) and 4 non-epithelial tumours (osteosarcoma, histiocytic sarcoma, chondrosarcoma, and hemangiosarcoma). In contrast, microRNA-126 levels were high in 6 epithelial tumours (mammary, hepatocellular, squamous cell, thyroid, transitional cell carcinomas, and adenocarcinoma) and 4 non-epithelial tumours (osteosarcoma, mast cell tumour, melanoma, and hemangiosarcoma). The diagnostic potential of microRNA-214 was relatively high in sarcomas, whereas that of microR-126 was high in most types of the tumours. MicroRNA-214 and -126 were prognostic predictors in 2 groups (adenocarcinoma and non-epithelial tumours except for osteosarcoma) and 3 groups (epithelial tumours, adenocarcinoma, and melanoma), respectively. Additionally, the microRNA levels did not show a strong correlation with the other clinical parameters. In conclusion, circulating microRNA-214 and -126 have the potential to be diagnostic and prognostic biomarkers for canine neoplastic diseases. Furthermore, their profiles may be key references as well for exploring novel biomarkers for human cancers.
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148
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Manier S, Liu CJ, Avet-Loiseau H, Park J, Shi J, Campigotto F, Salem KZ, Huynh D, Glavey SV, Rivotto B, Sacco A, Roccaro AM, Bouyssou J, Minvielle S, Moreau P, Facon T, Leleu X, Weller E, Trippa L, Ghobrial IM. Prognostic role of circulating exosomal miRNAs in multiple myeloma. Blood 2017; 129:2429-2436. [PMID: 28213378 PMCID: PMC5409448 DOI: 10.1182/blood-2016-09-742296] [Citation(s) in RCA: 204] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 02/07/2017] [Indexed: 01/15/2023] Open
Abstract
Exosomes, secreted by several cell types, including cancer cells, can be isolated from the peripheral blood and have been shown to be powerful markers of disease progression in cancer. In this study, we examined the prognostic significance of circulating exosomal microRNAs (miRNAs) in multiple myeloma (MM). A cohort of 156 patients with newly diagnosed MM, uniformly treated and followed, was studied. Circulating exosomal miRNAs were isolated and used to perform a small RNA sequencing analysis on 10 samples and a quantitative reverse transcription polymerase chain reaction (qRT-PCR) array on 156 samples. We studied the relationship between miRNA levels and patient outcomes, including progression-free survival (PFS) and overall survival (OS). We identified miRNAs as the most predominant small RNAs present in exosomes isolated from the serum of patients with MM and healthy controls by small RNA sequencing of circulating exosomes. We then analyzed exosomes isolated from serum samples of 156 patients using a qRT-PCR array for 22 miRNAs. Two of these miRNAs, let-7b and miR-18a, were significantly associated with both PFS and OS in the univariate analysis and were still statistically significant after adjusting for the International Staging System and adverse cytogenetics in the multivariate analysis. Our findings support the use of circulating exosomal miRNAs to improve the identification of patients with newly diagnosed MM with poor outcomes. The results require further validation in other independent prospective MM cohorts.
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Affiliation(s)
- Salomon Manier
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Department of Hematology, University Hospital Center of Lille, Lille, France
- INSERM Unité Mixte de Recherche (UMR)-S1172, Lille 2 University, Lille, France
| | - Chia-Jen Liu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Division of Hematology and Oncology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Hervé Avet-Loiseau
- Laboratory for Genomics in Myeloma, INSERM Unité 1037, Toulouse University Hospital, Toulouse, France
| | - Jihye Park
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Jiantao Shi
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Federico Campigotto
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Karma Z Salem
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Daisy Huynh
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Siobhan V Glavey
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Bradley Rivotto
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Antonio Sacco
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Azienda Socio Sanitaria Territoriale (ASST) Spedali Civili di Brescia, Coordinamento e Progettazione Ricerca Clinica, Compressible-Fluid Dynamics for Renewable Energy Applications (CREA) Laboratory, Brescia, Italy
| | - Aldo M Roccaro
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Azienda Socio Sanitaria Territoriale (ASST) Spedali Civili di Brescia, Coordinamento e Progettazione Ricerca Clinica, Compressible-Fluid Dynamics for Renewable Energy Applications (CREA) Laboratory, Brescia, Italy
| | - Juliette Bouyssou
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Stéphane Minvielle
- Center for Cancer Research Nantes-Angers, UMR-892 INSERM-6299 Centre National de la Recherche Scientifique, and
| | - Philippe Moreau
- Department of Hematology, University Hospital Center of Nantes, Nantes, France; and
| | - Thierry Facon
- Department of Hematology, University Hospital Center of Lille, Lille, France
| | - Xavier Leleu
- Department of Hematology, University Hospital Center of Poitiers, Poitiers, France
| | - Edie Weller
- Laboratory for Genomics in Myeloma, INSERM Unité 1037, Toulouse University Hospital, Toulouse, France
| | - Lorenzo Trippa
- Laboratory for Genomics in Myeloma, INSERM Unité 1037, Toulouse University Hospital, Toulouse, France
| | - Irene M Ghobrial
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
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149
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Zhang Y, Xu D, Pan J, Yang Z, Chen M, Han J, Zhang S, Sun L, Qiao H. Dynamic monitoring of circulating microRNAs as a predictive biomarker for the diagnosis and recurrence of papillary thyroid carcinoma. Oncol Lett 2017; 13:4252-4266. [PMID: 28599426 PMCID: PMC5452941 DOI: 10.3892/ol.2017.6028] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2016] [Accepted: 02/13/2017] [Indexed: 12/15/2022] Open
Abstract
Circulating microRNAs (miRNAs/miRs) are considered to be potential biomarkers for numerous types of cancer. However, previous investigations into the expression of miRNAs in the serum of patients with papillary thyroid carcinoma (PTC) to predict diagnosis, prognosis and recurrence have reported conflicting results, and the role of miRNAs remains unclear. The present study dynamically assessed the circulating miRNA profile in patients with PTC and determined whether miRNAs in the serum could be used as biomarkers for the diagnosis, prognosis and recurrence of PTC. The expression levels of 3 reportedly upregulated miRNAs (miR-222, miR-221 and miR-146b) were analyzed using reverse transcription-quantitative polymerase chain reaction in 106 patients with PTC, 35 patients with benign thyroid nodules (BTN) and 40 paired controls. Patients with either newly diagnosed PTC or BTN who were undergoing thyroidectomies were recruited for a dynamic analysis of preoperative and postoperative serum miRNA levels. The results indicated that the expression levels of serum miR-222, miR-221 and miR-146b were significantly increased in patients with newly diagnosed PTC compared with controls and patients with BTN. Receiver operating characteristic curve analysis indicated that these miRNAs had a high diagnostic sensitivity and specificity for PTC prior to surgery. The expression of these three miRNAs in serum was significantly associated with poorer prognostic variables, including extrathyroidal invasion, metastatic lymph nodes and high-risk or advanced tumor node metastasis stage. More notably, the present study identified 2.36-, 2.69- and 5.39-fold reductions in the serum levels of miR-222, miR-221 and miR-146b, respectively, subsequent to patients undergoing a thyroidectomy. In addition, miR-222, miR-221 and miR-146b were overexpressed in the PTC with recurrence group compared with the PTC without recurrence group. Collectively, dynamic monitoring of circulating miRNAs may serve as a non-invasive biomarker for the diagnosis of PTC and the postoperative monitoring of its progression and recurrence.
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Affiliation(s)
- Yanqing Zhang
- Department of Hematology, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150086, P.R. China
| | - Desheng Xu
- Department of Anesthesiology, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang 150040, P.R. China
| | - Jiaqi Pan
- Department of Hematology, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150086, P.R. China
| | - Zhengkai Yang
- Department of Biochemistry, Harbin Medical University, Harbin, Heilongjiang 150086, P.R. China
| | - Meijun Chen
- Department of Endocrinology, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150086, P.R. China
| | - Jun Han
- Department of Endocrinology, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150086, P.R. China
| | - Sijia Zhang
- Department of Endocrinology, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150086, P.R. China
| | - Lulu Sun
- Department of Endocrinology, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150086, P.R. China
| | - Hong Qiao
- Department of Endocrinology, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150086, P.R. China
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150
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Zhang K, Wang YW, Wang YY, Song Y, Zhu J, Si PC, Ma R. Identification of microRNA biomarkers in the blood of breast cancer patients based on microRNA profiling. Gene 2017; 619:10-20. [PMID: 28359916 DOI: 10.1016/j.gene.2017.03.038] [Citation(s) in RCA: 73] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Revised: 02/22/2017] [Accepted: 03/25/2017] [Indexed: 12/14/2022]
Abstract
Accumulating evidence indicates that human circulating microRNAs (miRNAs) could serve as diagnostic and prognostic biomarkers in various cancers. We aimed to explore novel miRNA biomarkers in the blood of breast cancer patients based on miRNA profiling. A miRCURY™ LNA Array was used to identify differentially altered miRNAs in the whole blood of breast cancer patients (n=6) and healthy controls (n=6). Levels of candidate miRNAs were quantified by quantitative reverse transcription-polymerase chain reaction (qRT-PCR) in whole blood specimens of 15 breast cancer patients and 13 age-matched healthy control individuals. The miRWalk database was used to predict miRNA targets and the DAVID tool was used to identify significant enrichment pathways. A total of 171 differentially expressed miRNAs were identified by microarray, including 169 upregulated and 2 downregulated miRNAs in breast cancer. Five upregulated miRNAs (miR-30b-5p, miR-96-5p, miR-182-5p, miR-374b-5p, and miR-942-5p) were confirmed by qRT-PCR. The areas under the receiver operating characteristic curve of miR-30b-5p, miR-96-5p, miR-182-5p, miR-374b-5p, and miR-942-5p were 0.9333, 0.7692, 0.7590, 0.8256, and 0.8128, respectively. Importantly, upregulation of these five miRNAs was observed even in patients with very early-stage breast cancer. A total of 855 genes were predicted to be targeted by the five miRNAs, and the one cut domain family member 2 gene (ONECUT2) was a shared target of the five miRNAs. Analysis of publicly available data revealed that these dysregulated miRNAs and the target genes were associated with the survival of breast cancer patients. Furthermore, the five miRNAs were significantly enriched in numerous cancer-related pathways, including "MicroRNAs in cancer", "Pathways in cancer", "FoxO signaling pathway", "Ras signaling pathway", "Rap1 signaling pathway", "MAPK signaling pathway", and "PI3K-Akt signaling pathway". Our data support the potential of the five identified miRNAs as novel biomarkers for the detection of breast cancer, and indicate that they may be involved in breast cancer development and progression.
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Affiliation(s)
- Kai Zhang
- Department of Breast Surgery, Qilu Hospital of Shandong University, 107 West Wenhua Road, Jinan 250012, Shandong, People's Republic of China
| | - Ya-Wen Wang
- Department of Breast Surgery, Qilu Hospital of Shandong University, 107 West Wenhua Road, Jinan 250012, Shandong, People's Republic of China
| | - Yan-Yan Wang
- Health Examination Center, Qilu Hospital of Shandong University, 107 West Wenhua Road, Jinan 250012, Shandong, People's Republic of China
| | - Yu Song
- Department of Breast Surgery, Qilu Hospital of Shandong University, 107 West Wenhua Road, Jinan 250012, Shandong, People's Republic of China
| | - Jiang Zhu
- Department of Breast Surgery, Qilu Hospital of Shandong University, 107 West Wenhua Road, Jinan 250012, Shandong, People's Republic of China
| | - Peng-Chao Si
- Key Laboratory for Liqeuid-Solid Structural Evolution and Processing of Materials, Ministry of Education, School of Materials Science and Engineering, Shandong University, Jinan 250061, People's Republic of China
| | - Rong Ma
- Department of Breast Surgery, Qilu Hospital of Shandong University, 107 West Wenhua Road, Jinan 250012, Shandong, People's Republic of China.
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