Literature DB >> 20530642

Integrative gene-tissue microarray-based approach for identification of human disease biomarkers: application to amyotrophic lateral sclerosis.

Lili C Kudo1, Liubov Parfenova, Nancy Vi, Kimbley Lau, Justine Pomakian, Paul Valdmanis, Guy A Rouleau, Harry V Vinters, Martina Wiedau-Pazos, Stanislav L Karsten.   

Abstract

Advances in genomics and proteomics permit rapid identification of disease-relevant genes and proteins. Challenges include biological differences between animal models and human diseases, high discordance between DNA and protein expression data and a lack of experimental models to study human complex diseases. To overcome some of these limitations, we developed an integrative approach using animal models, postmortem human material and a combination of high-throughput microarray methods to identify novel molecular markers of amyotrophic lateral sclerosis (ALS). We used laser capture microdissection coupled with microarrays to identify early transcriptome changes occurring in spinal cord motor neurons or surrounding glial cells. Two models of familial motor neuron disease, SOD1(G93A) and TAU(P301L), transgenic mice were used at the presymptomatic stage. Identified gene expression changes were predominantly model-specific. However, several genes were regulated in both models. The relevance of identified genes as clinical biomarkers was tested in the peripheral blood transcriptome of presymptomatic SOD1(G93A) animals using custom-designed ALS microarray. To confirm the relevance of identified genes in human sporadic ALS (SALS), selected corresponding protein products were examined by high-throughput immunoassays using tissue microarrays constructed from human postmortem spinal cord tissues. Genes that were identified by these experiments and located within a linkage region associated with familial ALS/frontotemporal dementia were sequenced in several families. This large-scale gene and protein expression study pointing to distinct molecular mechanisms of TAU- and SOD1-induced motor neuron degeneration identified several new SALS-relevant proteins (CNGA3, CRB1, OTUB2, MMP14, SLK, DDX58, RSPO2) and putative blood biomarkers, including Nefh, Prph and Mgll.

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Year:  2010        PMID: 20530642     DOI: 10.1093/hmg/ddq232

Source DB:  PubMed          Journal:  Hum Mol Genet        ISSN: 0964-6906            Impact factor:   6.150


  36 in total

Review 1.  Use of peripheral blood transcriptome biomarkers for epilepsy prediction.

Authors:  Stanislav L Karsten; Lili C Kudo; Anatol J Bragin
Journal:  Neurosci Lett       Date:  2011-03-17       Impact factor: 3.046

Review 2.  Use of biomarkers in ALS drug development and clinical trials.

Authors:  Nadine Bakkar; Ashley Boehringer; Robert Bowser
Journal:  Brain Res       Date:  2014-10-24       Impact factor: 3.252

3.  Global expression profiling and pathway analysis in two different population groups in relation to high altitude.

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Journal:  Funct Integr Genomics       Date:  2018-10-19       Impact factor: 3.410

4.  Epigenetic silencing of neurofilament genes promotes an aggressive phenotype in breast cancer.

Authors:  Marilia Freitas Calmon; Jana Jeschke; Wei Zhang; Mashaal Dhir; Cornelia Siebenkäs; Alexander Herrera; Hsing-Chen Tsai; Heather M O'Hagan; Emmanouil P Pappou; Craig M Hooker; Tao Fu; Kornel E Schuebel; Edward Gabrielson; Paula Rahal; James G Herman; Stephen B Baylin; Nita Ahuja
Journal:  Epigenetics       Date:  2015       Impact factor: 4.528

Review 5.  Transcriptomics and Metabolomics in Amyotrophic Lateral Sclerosis.

Authors:  Marios G Krokidis
Journal:  Adv Exp Med Biol       Date:  2020       Impact factor: 2.622

6.  Analysis of gene expression pattern and neuroanatomical correlates for SLC20A2 (PiT-2) shows a molecular network with potential impact in idiopathic basal ganglia calcification ("Fahr's disease").

Authors:  R J Galdino da Silva; I C L Pereira; J R M Oliveira
Journal:  J Mol Neurosci       Date:  2013-04-11       Impact factor: 3.444

7.  Wnt Signaling is altered by spinal cord neuronal dysfunction in amyotrophic lateral sclerosis transgenic mice.

Authors:  Li Yu; Yingjun Guan; Xin Wu; Yanchun Chen; Zhijun Liu; Hongmei Du; Xin Wang
Journal:  Neurochem Res       Date:  2013-06-20       Impact factor: 3.996

8.  NEFM DNA methylation correlates with immune infiltration and survival in breast cancer.

Authors:  Dandan Li; Wenhao Zhao; Xinyu Zhang; Hanning Lv; Chunhong Li; Lichun Sun
Journal:  Clin Epigenetics       Date:  2021-05-17       Impact factor: 6.551

9.  The potential of GPNMB as novel neuroprotective factor in amyotrophic lateral sclerosis.

Authors:  Hirotaka Tanaka; Masamitsu Shimazawa; Masataka Kimura; Masafumi Takata; Kazuhiro Tsuruma; Mitsunori Yamada; Hitoshi Takahashi; Isao Hozumi; Jun-ichi Niwa; Yohei Iguchi; Takeshi Nikawa; Gen Sobue; Takashi Inuzuka; Hideaki Hara
Journal:  Sci Rep       Date:  2012-08-13       Impact factor: 4.379

10.  Novel Cell and Tissue Acquisition System (CTAS): microdissection of live and frozen brain tissues.

Authors:  Lili C Kudo; Nancy Vi; Zhongcai Ma; Tony Fields; Nuraly K Avliyakulov; Michael J Haykinson; Anatol Bragin; Stanislav L Karsten
Journal:  PLoS One       Date:  2012-07-24       Impact factor: 3.240

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