RNA-Seq Characterization of Spinal Cord Injury Transcriptome in Acute/Subacute Phases: A Resource for Understanding the Pathology at the Systems Level
被引:62
作者:
Chen, Kenian
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Univ Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
UT Brown Inst Mol Med, Ctr Stem Cell & Regenerat Med, Houston, TX USAUniv Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
Chen, Kenian
[1
,2
]
Deng, Shuyun
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Univ Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
UT Brown Inst Mol Med, Ctr Stem Cell & Regenerat Med, Houston, TX USAUniv Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
Deng, Shuyun
[1
,2
]
Lu, Hezuo
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Univ Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
UT Brown Inst Mol Med, Ctr Stem Cell & Regenerat Med, Houston, TX USAUniv Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
Lu, Hezuo
[1
,2
]
Zheng, Yiyan
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Univ Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
UT Brown Inst Mol Med, Ctr Stem Cell & Regenerat Med, Houston, TX USAUniv Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
Zheng, Yiyan
[1
,2
]
Yang, Guodong
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Univ Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
UT Brown Inst Mol Med, Ctr Stem Cell & Regenerat Med, Houston, TX USAUniv Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
Yang, Guodong
[1
,2
]
Kim, Dong
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Univ Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
UT Brown Inst Mol Med, Ctr Stem Cell & Regenerat Med, Houston, TX USAUniv Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
Kim, Dong
[1
,2
]
Cao, Qilin
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Univ Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
UT Brown Inst Mol Med, Ctr Stem Cell & Regenerat Med, Houston, TX USAUniv Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
Cao, Qilin
[1
,2
]
Wu, Jia Qian
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Univ Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
UT Brown Inst Mol Med, Ctr Stem Cell & Regenerat Med, Houston, TX USAUniv Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
Wu, Jia Qian
[1
,2
]
机构:
[1] Univ Texas Med Sch Houston, Vivian L Smith Dept Neurosurg, Houston, TX USA
[2] UT Brown Inst Mol Med, Ctr Stem Cell & Regenerat Med, Houston, TX USA
Spinal cord injury (SCI) is a devastating neurological disease without effective treatment. To generate a comprehensive view of the mechanisms involved in SCI pathology, we applied RNA-Sequencing (RNA-Seq) technology to characterize the temporal changes in global gene expression after contusive SCI in mice. We sequenced tissue samples from acute and subacute phases (2 days and 7 days after injury) and systematically characterized the transcriptomes with the goal of identifying pathways and genes critical in SCI pathology. The top enriched functional categories include "inflammation response," " neurological disease," "cell death and survival" and " nervous system development." The top enriched pathways include LXR/RXR Activation and Atherosclerosis Signaling, etc. Furthermore, we developed a systems-based analysis framework in order to identify key determinants in the global gene networks of the acute and sub-acute phases. Some candidate genes that we identified have been shown to play important roles in SCI, which demonstrates the validity of our approach. There are also many genes whose functions in SCI have not been well studied and can be further investigated by future experiments. We have also incorporated pharmacogenomic information into our analyses. Among the genes identified, the ones with existing drug information can be readily tested in SCI animal models. Therefore, in this study we have described an example of how global gene profiling can be translated to identifying genes of interest for functional tests in the future and generating new hypotheses. Additionally, the RNA-Seq enables splicing isoform identification and the estimation of expression levels, thus providing useful information for increasing the specificity of drug design and reducing potential side effect. In summary, these results provide a valuable reference data resource for a better understanding of the SCI process in the acute and sub-acute phases.
机构:
Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Med Univ Vienna, Ctr Brain Res, Dept Neuroimmunol, Vienna, AustriaKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Adzemovic, Milena Z.
;
Ockinger, Johan
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Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Ockinger, Johan
;
Zeitelhofer, Manuel
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Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Zeitelhofer, Manuel
;
Hochmeister, Sonja
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机构:
Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Med Univ Graz, Dept Neurol, Graz, AustriaKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Hochmeister, Sonja
;
Beyeen, Amennai Daniel
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Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Beyeen, Amennai Daniel
;
Paulson, Atul
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Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Paulson, Atul
;
Gillett, Alan
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Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Gillett, Alan
;
Hedreul, Melanie Thessen
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Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Hedreul, Melanie Thessen
;
Covacu, Ruxandra
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Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Covacu, Ruxandra
;
Lassmann, Hans
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Med Univ Vienna, Ctr Brain Res, Dept Neuroimmunol, Vienna, AustriaKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Lassmann, Hans
;
Olsson, Tomas
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Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
机构:
Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Med Univ Vienna, Ctr Brain Res, Dept Neuroimmunol, Vienna, AustriaKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Adzemovic, Milena Z.
;
Ockinger, Johan
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Ockinger, Johan
;
Zeitelhofer, Manuel
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机构:
Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Zeitelhofer, Manuel
;
Hochmeister, Sonja
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Med Univ Graz, Dept Neurol, Graz, AustriaKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Hochmeister, Sonja
;
Beyeen, Amennai Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Beyeen, Amennai Daniel
;
Paulson, Atul
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Paulson, Atul
;
Gillett, Alan
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Gillett, Alan
;
Hedreul, Melanie Thessen
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Hedreul, Melanie Thessen
;
Covacu, Ruxandra
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Covacu, Ruxandra
;
Lassmann, Hans
论文数: 0引用数: 0
h-index: 0
机构:
Med Univ Vienna, Ctr Brain Res, Dept Neuroimmunol, Vienna, AustriaKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden
Lassmann, Hans
;
Olsson, Tomas
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, SwedenKarolinska Inst, Neuroimmunol Unit, Dept Clin Neurosci, Ctr Mol Med, Stockholm, Sweden