Although insulin resistance (IR) is a key pathophysiologic condition underlying various metabolic disorders, impaired cellular glucose uptake is one of many manifestations of metabolic derangements in the human body. To study the systems-wide molecular changes associated with obesity-dependent IR, we integrated information on plasma proteins and microRNAs in eight obese insulin-resistant (OIR, HOMA-IR > 2.5) and nine lean insulin-sensitive (LIS, HOMA-IR < 1.0) normoglycemic males. Of 374 circulating miRNAs we profiled, 65 species increased and 73 species decreased in the OIR compared to the LIS subjects, suggesting that the overall balance of the miRNA secretome is shifted in the OIR subjects. We also observed that 40 plasma proteins increased and 4 plasma proteins decreased in the OIR subjects compared to the LIS subjects, and most proteins are involved in metabolic and endocytic functions. We used an integrative -omics analysis framework called iOmicsPASS to link differentially regulated miRNAs with their target genes on the TargetScan map and the human protein interactome. Combined with tissue of origin information, the integrative analysis allowed us to nominate obesity-dependent and obesity-independent protein markers, along with potential sites of post-transcriptional regulation by some of the miRNAs. We also observed the changes in each -omics platform that are not linked by the TargetScan map, suggesting that proteins and microRNAs provide orthogonal information for the progression of OIR. In summary, our integrative analysis provides a network of elevated plasma markers of OIR and a global shift of microRNA secretome composition in the blood plasma.
机构:
Radboud Univ Nijmegen, Radboud Inst Mol Life Sci, Ctr Mol & Biomol Informat CMBI, Med Ctr, Nijmegen, NetherlandsUniv Cape Town, Inst Infect Dis & Mol Med, Div Human Genet, Dept Pathol, Cape Town, South Africa
Bayjanov, Jumamurat R.
Niehues, Anna
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Radboud Univ Nijmegen, Radboud Inst Mol Life Sci, Ctr Mol & Biomol Informat CMBI, Med Ctr, Nijmegen, NetherlandsUniv Cape Town, Inst Infect Dis & Mol Med, Div Human Genet, Dept Pathol, Cape Town, South Africa
Niehues, Anna
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Njoku, Kelechi F.
Skelton, Michelle
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Univ Cape Town, Inst Infect Dis & Mol Med, Computat Biol Div,CIDRI Africa Wellcome Trust Ctr, Dept Integrat Biomed Sci,Fac Hlth Sci, Cape Town, South AfricaUniv Cape Town, Inst Infect Dis & Mol Med, Div Human Genet, Dept Pathol, Cape Town, South Africa
Skelton, Michelle
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Mazandu, Gaston K.
Ederveen, Thomas H. A.
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机构:
Radboud Univ Nijmegen, Radboud Inst Mol Life Sci, Ctr Mol & Biomol Informat CMBI, Med Ctr, Nijmegen, NetherlandsUniv Cape Town, Inst Infect Dis & Mol Med, Div Human Genet, Dept Pathol, Cape Town, South Africa
Ederveen, Thomas H. A.
Mulder, Nicola
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机构:
Univ Cape Town, Inst Infect Dis & Mol Med, Computat Biol Div,CIDRI Africa Wellcome Trust Ctr, Dept Integrat Biomed Sci,Fac Hlth Sci, Cape Town, South AfricaUniv Cape Town, Inst Infect Dis & Mol Med, Div Human Genet, Dept Pathol, Cape Town, South Africa
Mulder, Nicola
Chimusa, Emile R.
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机构:
Northumbria Univ, Fac Hlth & Life Sci, Dept Appl Sci, Newcastle Upon Tyne, EnglandUniv Cape Town, Inst Infect Dis & Mol Med, Div Human Genet, Dept Pathol, Cape Town, South Africa
Chimusa, Emile R.
't Hoen, Peter A. C.
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机构:
Radboud Univ Nijmegen, Radboud Inst Mol Life Sci, Ctr Mol & Biomol Informat CMBI, Med Ctr, Nijmegen, NetherlandsUniv Cape Town, Inst Infect Dis & Mol Med, Div Human Genet, Dept Pathol, Cape Town, South Africa
机构:
Hubei Univ, Sch Life Sci, Wuhan, Peoples R ChinaHubei Univ, Sch Life Sci, Wuhan, Peoples R China
Jiang, Wei
Ye, Weicai
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机构:
Sun Yat Sen Univ, Sch Comp Sci & Engn, Guangdong Prov Key Lab Computat Sci, Natl Engn Lab Big Data Anal & Applicat, Guangzhou, Peoples R ChinaHubei Univ, Sch Life Sci, Wuhan, Peoples R China
Ye, Weicai
Tan, Xiaoming
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Hubei Univ, Sch Life Sci, Wuhan, Peoples R ChinaHubei Univ, Sch Life Sci, Wuhan, Peoples R China
Tan, Xiaoming
Bao, Yun-Juan
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Hubei Univ, Sch Life Sci, Wuhan, Peoples R China
368 Youyi Ave, Wuhan 430062, Peoples R ChinaHubei Univ, Sch Life Sci, Wuhan, Peoples R China
机构:
Univ Paris Diderot, Sorbonne Paris Cite, UMRS 1161, F-75010 Paris, France
INSERM, U1161, F-F75010 Paris, FranceUniv Paris Diderot, Sorbonne Paris Cite, UMRS 1161, F-75010 Paris, France
Gwinner, Frederik
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Boulday, Gwenola
Vandiedonck, Claire
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Univ Paris Diderot, Sorbonne Paris Cite, UMRS 958, F-75010 Paris, France
INSERM, U958, F-75010 Paris, FranceUniv Paris Diderot, Sorbonne Paris Cite, UMRS 1161, F-75010 Paris, France
Vandiedonck, Claire
Arnould, Minh
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机构:
Univ Paris Diderot, Sorbonne Paris Cite, UMRS 1161, F-75010 Paris, France
INSERM, U1161, F-F75010 Paris, FranceUniv Paris Diderot, Sorbonne Paris Cite, UMRS 1161, F-75010 Paris, France
Arnould, Minh
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Cardoso, Cecile
Nikolayeva, Iryna
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机构:
Inst Pasteur, Syst Biol Lab, Inst Pasteur CNRS, C3BI,USR 3756, F-75015 Paris, France
Inst Pasteur, Funct Genet Infect Dis Unit, F-75015 Paris, France
Univ Paris 05, Sorbonne Paris Cite, F-75006 Paris, FranceUniv Paris Diderot, Sorbonne Paris Cite, UMRS 1161, F-75010 Paris, France
Nikolayeva, Iryna
Guitart-Pla, Oriol
论文数: 0引用数: 0
h-index: 0
机构:
Inst Pasteur, Syst Biol Lab, Inst Pasteur CNRS, C3BI,USR 3756, F-75015 Paris, FranceUniv Paris Diderot, Sorbonne Paris Cite, UMRS 1161, F-75010 Paris, France
Guitart-Pla, Oriol
Denis, Cecile V.
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机构:
Univ Paris Saclay, Univ Paris Sud, Unite 1176, INSERM, F-94270 Paris, FranceUniv Paris Diderot, Sorbonne Paris Cite, UMRS 1161, F-75010 Paris, France
Denis, Cecile V.
Christophe, Olivier D.
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机构:
Univ Paris Saclay, Univ Paris Sud, Unite 1176, INSERM, F-94270 Paris, FranceUniv Paris Diderot, Sorbonne Paris Cite, UMRS 1161, F-75010 Paris, France
Christophe, Olivier D.
Beghain, Johann
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h-index: 0
机构:
Inst Pasteur, Funct Genet Infect Dis Unit, F-75015 Paris, France
Inst Pasteur, Genet & Genom Insect Vectors, F-75015 Paris, FranceUniv Paris Diderot, Sorbonne Paris Cite, UMRS 1161, F-75010 Paris, France
机构:
Fujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Fujian Med Univ, Affiliated Hosp 1, Fujian Hypertens Res Inst, Fuzhou, Fujian, Peoples R ChinaFujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Cai, Kexin
Luo, Yuqing
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Fujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R ChinaFujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Luo, Yuqing
Chen, Hongyin
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机构:
Fujian Med Univ, Affiliated Hosp 1, Fujian Hypertens Res Inst, Fuzhou, Fujian, Peoples R ChinaFujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Chen, Hongyin
Dong, Yanfang
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h-index: 0
机构:
Fujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R ChinaFujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Dong, Yanfang
Su, Yunyun
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h-index: 0
机构:
Fujian Med Univ, Affiliated Hosp 1, Fujian Hypertens Res Inst, Fuzhou, Fujian, Peoples R ChinaFujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Su, Yunyun
Lin, Chen
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机构:
Fujian Univ Tradit Chinese Med, Affiliated Peoples Hosp 3, Dept Emergency, Fuzhou, Peoples R ChinaFujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Lin, Chen
Cai, Chuanqi
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机构:
Fujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R ChinaFujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Cai, Chuanqi
Shi, Yikbin
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R ChinaFujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Shi, Yikbin
Lin, Siming
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机构:
Fujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Fujian Med Univ, Affiliated Hosp 1, Fujian Hypertens Res Inst, Fuzhou, Fujian, Peoples R ChinaFujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Lin, Siming
Lian, Guili
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h-index: 0
机构:
Fujian Med Univ, Affiliated Hosp 1, Fujian Hypertens Res Inst, Fuzhou, Fujian, Peoples R China
Fujian Univ Tradit Chinese Med, Affiliated Peoples Hosp 3, Dept Emergency, Fuzhou, Peoples R ChinaFujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Lian, Guili
Lin, Zhihong
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机构:
Fujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Fujian Med Univ, Affiliated Hosp 1, Natl Reg Med Ctr, Dept Emergency, Binhai Campus, Fuzhou, Fujian, Peoples R ChinaFujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Lin, Zhihong
Feng, Shaodan
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h-index: 0
机构:
Fujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China
Fujian Med Univ, Affiliated Hosp 1, Fujian Hypertens Res Inst, Fuzhou, Fujian, Peoples R China
Fujian Med Univ, Affiliated Hosp 1, Natl Reg Med Ctr, Dept Emergency, Binhai Campus, Fuzhou, Fujian, Peoples R ChinaFujian Med Univ, Dept Emergency, Affiliated Hosp 1, Fuzhou, Fujian, Peoples R China