Deciphering cell lineage specification of human lung adenocarcinoma with single-cell RNA sequencing

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作者
Zhoufeng Wang
Zhe Li
Kun Zhou
Chengdi Wang
Lili Jiang
Li Zhang
Ying Yang
Wenxin Luo
Wenliang Qiao
Gang Wang
Yinyun Ni
Shuiping Dai
Tingting Guo
Guiyi Ji
Minjie Xu
Yiying Liu
Zhixi Su
Guowei Che
Weimin Li
机构
[1] Frontiers Science Center for Disease-related Molecular Network,Department of Respiratory and Critical Care Medicine
[2] West China Hospital,Research Units of West China
[3] Sichuan University,Department of Thoracic Surgery
[4] Precision Medicine Research Center,Department of Thoracic Surgery
[5] West China Hospital,Department of Pathology
[6] Sichuan University,Center of Gerontology and Geriatrics
[7] Chinese Academy of Medical Sciences,undefined
[8] West China Hospital,undefined
[9] Singlera Genomics Ltd,undefined
[10] The First Affiliated Hospital,undefined
[11] Zhejiang University School of Medicine,undefined
[12] Hangzhou,undefined
[13] West China Hospital,undefined
[14] Sichuan University,undefined
[15] West China Hospital of Sichuan University,undefined
[16] Lung Cancer Center,undefined
[17] West China Hospital Sichuan University,undefined
[18] West China Hospital,undefined
[19] Sichuan University,undefined
[20] Health Management Center,undefined
[21] West China Hospital,undefined
[22] Sichuan University,undefined
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摘要
Lung adenocarcinomas (LUAD) arise from precancerous lesions such as atypical adenomatous hyperplasia, which progress into adenocarcinoma in situ and minimally invasive adenocarcinoma, then finally into invasive adenocarcinoma. The cellular heterogeneity and molecular events underlying this stepwise progression remain unclear. In this study, we perform single-cell RNA sequencing of 268,471 cells collected from 25 patients in four histologic stages of LUAD and compare them to normal cell types. We detect a group of cells closely resembling alveolar type 2 cells (AT2) that emerged during atypical adenomatous hyperplasia and whose transcriptional profile began to diverge from that of AT2 cells as LUAD progressed, taking on feature characteristic of stem-like cells. We identify genes related to energy metabolism and ribosome synthesis that are upregulated in early stages of LUAD and may promote progression. MDK and TIMP1 could be potential biomarkers for understanding LUAD pathogenesis. Our work shed light on the underlying transcriptional signatures of distinct histologic stages of LUAD progression and our findings may facilitate early diagnosis.
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