Single-cell dissection of transcriptional heterogeneity in human colon tumors.
Single-cell dissection of transcriptional heterogeneity in human colon tumors.
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DOI:
10.1038/nbt.2038
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发表时间:
2011-11-13
影响因子:
46.9
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中科院分区:
文献类型:
--
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Cancer is often viewed as a caricature of normal developmental processes, but the extent by which its cellular heterogeneity truly recapitulates multi-lineage differentiation processes of normal tissues remains unknown. Here, we implement “single-cell PCR gene-expression analysis” (SINCE-PCR) to dissect the cellular composition of primary human normal colon and colon cancer epithelia. We show that human colon cancer tissues contain distinct cell populations whose transcriptional identities mirror those of the different cellular lineages of normal colon. By creating monoclonal tumor xenografts from injection of a single-cell (n = 1), we show that transcriptional diversity of cancer tissues is largely explained by in vivo multi-lineage differentiation, not only by clonal genetic heterogeneity. Finally, we show that perturbations in gene-expression programs linked to multi-lineage differentiation strongly associate with patient survival. Guided by SINCE-PCR data, we develop two-gene classifier systems (KRT20 vs CA1, MS4A12, CD177, SLC26A3) that predict clinical outcomes with hazard-ratios superior to pathological grade and comparable to microarray-derived multi-gene expression signatures.
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影响因子:
11.2
作者:
Odoux, Christine;Fohrer, Helene;Hoppo, Toshitaka;Guzik, Lynda;Stolz, Donna Beer;Lewis, Dale W.;Gollin, Susanne M.;Gamblin, T. Clark;Geller, David A.;Lagasse, Eric
通讯作者:
Lagasse, Eric
影响因子:
4.7
作者:
Losi, L;Baisse, B;Benhattar, J
通讯作者:
Benhattar, J
DOI:
10.1073/pnas.0703478104
发表时间:
2007-06-12
影响因子:
11.1
作者:
Dalerba, Piero;Dylla, Scott J.;Clarke, Michael F.
通讯作者:
Clarke, Michael F.
影响因子:
11.8
作者:
Guo, Guoji;Huss, Mikael;Robson, Paul
通讯作者:
Robson, Paul
影响因子:
7.5
作者:
Lugli, Alessandro;Tzankov, Alexandar;Terracciano, Luigi Maria
通讯作者:
Terracciano, Luigi Maria