Circulating cell-free RNA in the blood provides a potential window into the health, phenotype, and developmental programs of a variety of human organs. We used high-throughput methods of RNA analysis such as microarrays and next-generation sequencing to characterize the global landscape circulating RNA in a cohort of human subjects. By focusing on genes whose expression is highly specific to certain tissues, we were able to identify the relative contributions of these tissues to circulating RNA and to monitor changes in tissue development and health. As one application of this approach, we performed a longitudinal study on pregnant women and analyzed their combined cell-free RNA transcriptomes across all three trimesters of pregnancy and after delivery. In addition to the analysis of mRNA, we observed and characterized noncoding species such as long noncoding RNA and circular RNA transcripts whose presence had not been previously observed in human plasma. We demonstrate that it is possible to track specific longitudinal phenotypic changes in both the mother and the fetus and that it is possible to directly measure transcripts from a variety of fetal tissues in the maternal blood sample. We also studied the role of neuron-specific transcripts in the blood of healthy adults and those suffering from the neurodegenerative disorder Alzheimer's disease and showed that disease specific neural transcripts are present at increased levels in the blood of affected individuals. Characterization of the cell-free transcriptome in its entirety may thus provide broad insights into human health and development without the need for invasive tissue sampling.
机构:
Univ Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USA
Univ Calif Los Angeles, Bioinformat Interdept Program, Los Angeles, CA USAUniv Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USA
Yamamoto, Ryo
Chung, Ryan
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Univ Calif Berkeley, Ctr Computat Biol, Berkeley, CA 94720 USAUniv Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USA
Chung, Ryan
Vazquez, Juan Manuel
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Univ Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USAUniv Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USA
Vazquez, Juan Manuel
Sheng, Huanjie
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Univ Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USAUniv Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USA
Sheng, Huanjie
Steinberg, Philippa L.
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Univ Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USAUniv Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USA
Steinberg, Philippa L.
Ioannidis, Nilah M.
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机构:
Univ Calif Berkeley, Ctr Computat Biol, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USA
Ioannidis, Nilah M.
Sudmant, Peter H.
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Univ Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USA
Univ Calif Berkeley, Ctr Computat Biol, Berkeley, CA 94720 USAUniv Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USA
机构:
UNIV CALIF SAN FRANCISCO, HOWARD HUGHES MED INST, SAN FRANCISCO, CA 94143 USAUNIV CALIF SAN FRANCISCO, HOWARD HUGHES MED INST, SAN FRANCISCO, CA 94143 USA
Kan, YW
Kasahara, N
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UNIV CALIF SAN FRANCISCO, HOWARD HUGHES MED INST, SAN FRANCISCO, CA 94143 USAUNIV CALIF SAN FRANCISCO, HOWARD HUGHES MED INST, SAN FRANCISCO, CA 94143 USA
Kasahara, N
Dozy, A
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UNIV CALIF SAN FRANCISCO, HOWARD HUGHES MED INST, SAN FRANCISCO, CA 94143 USAUNIV CALIF SAN FRANCISCO, HOWARD HUGHES MED INST, SAN FRANCISCO, CA 94143 USA
Dozy, A
Wong, C
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机构:
UNIV CALIF SAN FRANCISCO, HOWARD HUGHES MED INST, SAN FRANCISCO, CA 94143 USAUNIV CALIF SAN FRANCISCO, HOWARD HUGHES MED INST, SAN FRANCISCO, CA 94143 USA
Wong, C
Han, XL
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UNIV CALIF SAN FRANCISCO, HOWARD HUGHES MED INST, SAN FRANCISCO, CA 94143 USAUNIV CALIF SAN FRANCISCO, HOWARD HUGHES MED INST, SAN FRANCISCO, CA 94143 USA
Han, XL
Su, H
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UNIV CALIF SAN FRANCISCO, HOWARD HUGHES MED INST, SAN FRANCISCO, CA 94143 USAUNIV CALIF SAN FRANCISCO, HOWARD HUGHES MED INST, SAN FRANCISCO, CA 94143 USA
机构:
Thomas Jefferson Univ, Jefferson Med Coll, Jefferson Hosp Neurosci, Dept Neurosurg,Farber Inst Neurosci, Philadelphia, PA 19107 USAThomas Jefferson Univ, Jefferson Med Coll, Jefferson Hosp Neurosci, Dept Neurosurg,Farber Inst Neurosci, Philadelphia, PA 19107 USA