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Tian Y, Xu Y, Wang H, Shu R, Sun L, Zeng Y, Gong F, Lei Y, Wang K, Luo H. Comprehensive analysis of microarray expression profiles of circRNAs and lncRNAs with associated co-expression networks in human colorectal cancer. Funct Integr Genomics 2019; 19:311-327. [PMID: 30446877 PMCID: PMC6394731 DOI: 10.1007/s10142-018-0641-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 10/04/2018] [Accepted: 10/15/2018] [Indexed: 12/19/2022]
Abstract
Increasing data demonstrate that circular RNAs (circRNAs) and long non-coding RNAs (lncRNAs) play important roles in tumorigenesis. However, the mechanisms in colorectal cancer (CRC) remain unclear. Here, hundreds of significantly expressed circRNAs, and thousands of lncRNAs as well as mRNAs were identified. By qRT-PCR, one abnormal circRNA, lncRNA, and three mRNAs were verified in 24 pairs of tissues and blood samples, respectively. Then, by GO analysis, we found that the gene expression profile of linear counterparts of upregulated circRNAs in human CRC tissues preferred positive regulation of GTPase activity, cellular protein metabolic process, and protein binding, while that of downregulated circRNAs of CRC preferred positive regulation of cellular metabolic process, acetyl-CoA metabolic process, and protein kinase C activity. Moreover, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis showed that p53 signaling pathway was an important pathway in upregulated protein-coding genes, whereas cyclic guanosine monophosphate-protein kinase G (cGMP-PKG) signaling pathway was the top enriched KEGG pathway for downregulated transcripts. Furthermore, lncRNA-mRNA co-expression analysis demonstrated that downregulated lncRNA uc001tma.3 was negatively with CDC45 and positively with ELOVL4, BVES, FLNA, and HSPB8, while upregulated lncRNA NR_110882 was positively with FZD2. In addition, lncRNA-transcription factor (TF) co-expression analysis showed that the most relevant TFs were forkhead box protein A1 (FOXA1), transcription initiation factor TFIID submint 7 (TAF7), and adenovirus early region 1A(E1A)-associated protein p300 (EP300). Our findings offer a fresh view on circRNAs and lncRNAs and provide the foundation for further study on the potential roles of circRNAs and lncRNAs in colorectal cancer.
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Affiliation(s)
- Yan Tian
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Yu Xu
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
| | - Huawei Wang
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Ruo Shu
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Liang Sun
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Yujian Zeng
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
| | - Fangyou Gong
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Yi Lei
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Kunhua Wang
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Huayou Luo
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
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Kilburn LB, Kocak M, Decker RL, Wetmore C, Chintagumpala M, Su J, Goldman S, Banerjee A, Gilbertson R, Fouladi M, Kun L, Boyett JM, Blaney SM. A phase 1 and pharmacokinetic study of enzastaurin in pediatric patients with refractory primary central nervous system tumors: a pediatric brain tumor consortium study. Neuro Oncol 2014; 17:303-11. [PMID: 25431212 DOI: 10.1093/neuonc/nou114] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND We sought to estimate the maximum tolerated or recommended phase 2 dose and describe the pharmacokinetics and toxicities of enzastaurin, an oral inhibitor of protein kinase Cβ, in children with recurrent central nervous system malignancies. METHODS Enzastaurin was administered continuously once daily at 3 dose levels (260, 340, and 440 mg/m(2)) and twice daily at 440 mg/m(2)/day. Plasma pharmacokinetics were evaluated following a single dose and at steady state. Inhibition of protein kinase C and Akt cell signaling in peripheral blood mononuclear cells was evaluated. Akt pathway activity was measured in pretreatment tumor samples. RESULTS Thirty-three patients enrolled; 1 was ineligible, and 3 were nonevaluable secondary to early progressive disease. There were no dose-limiting toxicities during the dose-finding phase. Two participants receiving 440 mg/m(2) given twice daily experienced dose-limiting toxicities of grade 3 thrombocytopenia resulting in delayed start of course 2 and grade 3 alanine transaminase elevation that did not recover within 5 days. There were no grade 4 toxicities during treatment. The concentration of enzastaurin increased with increasing dose and with continuous dosing; however, there was not a significant difference at the 440 mg/m(2) dosing level when enzastaurin was administered once daily versus twice daily. There were no objective responses; however, 11 participants had stable disease >3 cycles, 7 with glioma, 2 with ependymoma, and 2 with brainstem glioma. CONCLUSION Enzastaurin was well tolerated in children with recurrent CNS malignancies, with chromaturia, fatigue, anemia, thrombocytopenia, and nausea being the most common toxicities. The recommended phase 2 dose is 440 mg/m(2)/day administered once daily.
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Affiliation(s)
- Lindsay B Kilburn
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
| | - Mehmet Kocak
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
| | - Rodney L Decker
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
| | - Cynthia Wetmore
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
| | - Murali Chintagumpala
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
| | - Jack Su
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
| | - Stewart Goldman
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
| | - Anuradha Banerjee
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
| | - Richard Gilbertson
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
| | - Maryam Fouladi
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
| | - Larry Kun
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
| | - James M Boyett
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
| | - Susan M Blaney
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, Texas (L.B.K., M.C., J.S., S.M.B.); Department of Biostatistics, Operations and Biostatistics Center for Pediatric Brain Tumor Consortium, St. Jude Children's Research Hospital, Memphis, Tennessee (M.K., J.M.B.); Eli Lilly and Company, Indianapolis, Indiana (R.L.D.); Division of Neuro-oncology, St. Jude Children's Research Hospital, Memphis, Tennessee (C.W., R.G.); Ann and Robert H. Lurie Children's Hospital of Chicago, Center for Cancer and Blood Disorders, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.G.); Department of Pediatrics, Division of Hematology/Oncology, University of California San Francisco, San Francisco, California (A.B.); Department of Hematology Oncology, Cincinnati Children's Hospital Medical Center,Cincinnati, Ohio (M.F.); Department of Radiological Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee (L.K.); Department of Preventive Medicine, University of Tennessee Health Science Center Memphis, Tennessee (M.K.)
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