Single-cell transcriptomics enable the characterization of local extension in retinoblastoma

Abstract Retinoblastoma (RB) is the most prevalent ocular tumor of childhood, and its extraocular invasion significantly increases the risk of metastasis. Nevertheless, a single-cell characterization of RB local extension has been lacking. Here, we perform single-cell RNA sequencing on four RB sampl...

Full description

Bibliographic Details
Main Authors: Yaoming Liu, Wei Hu, Yanjie Xie, Junjie Tang, Huan Ma, Jinmiao Li, Jiahe Nie, Yinghao Wang, Yang Gao, Chao Cheng, Cheng Li, Yujun Ma, Shicai Su, Zhihui Zhang, Yuekun Bao, Yi Ren, Xinyue Wang, Fengyu Sun, Shengli Li, Rong Lu
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Communications Biology
Online Access:https://doi.org/10.1038/s42003-023-05732-y
_version_ 1797362966695247872
author Yaoming Liu
Wei Hu
Yanjie Xie
Junjie Tang
Huan Ma
Jinmiao Li
Jiahe Nie
Yinghao Wang
Yang Gao
Chao Cheng
Cheng Li
Yujun Ma
Shicai Su
Zhihui Zhang
Yuekun Bao
Yi Ren
Xinyue Wang
Fengyu Sun
Shengli Li
Rong Lu
author_facet Yaoming Liu
Wei Hu
Yanjie Xie
Junjie Tang
Huan Ma
Jinmiao Li
Jiahe Nie
Yinghao Wang
Yang Gao
Chao Cheng
Cheng Li
Yujun Ma
Shicai Su
Zhihui Zhang
Yuekun Bao
Yi Ren
Xinyue Wang
Fengyu Sun
Shengli Li
Rong Lu
author_sort Yaoming Liu
collection DOAJ
description Abstract Retinoblastoma (RB) is the most prevalent ocular tumor of childhood, and its extraocular invasion significantly increases the risk of metastasis. Nevertheless, a single-cell characterization of RB local extension has been lacking. Here, we perform single-cell RNA sequencing on four RB samples (two from intraocular and two from extraocular RB patients), and integrate public datasets of five normal retina samples, four intraocular samples, and three extraocular RB samples to characterize RB local extension at the single-cell level. A total of 128,454 qualified cells are obtained in nine major cell types. Copy number variation inference reveals chromosome 6p amplification in cells derived from extraocular RB samples. In cellular heterogeneity analysis, we identified 10, 8, and 7 cell subpopulations in cone precursor like cells, retinoma like cells, and MKI67+ photoreceptorness decreased (MKI67+ PhrD) cells, respectively. A high expression level of SOX4 was detected in cells from extraocular samples, especially in MKI67+ PhrD cells, which was verified in additional clinical RB samples. These results suggest that SOX4 might drive RB local extension. Our study presents a single-cell transcriptomic landscape of intraocular and extraocular RB samples, improving our understanding of RB local extension at the single-cell resolution and providing potential therapeutic targets for RB patients.
first_indexed 2024-03-08T16:14:21Z
format Article
id doaj.art-6a07ac6413074d529d0ab06398b06756
institution Directory Open Access Journal
issn 2399-3642
language English
last_indexed 2024-03-08T16:14:21Z
publishDate 2024-01-01
publisher Nature Portfolio
record_format Article
series Communications Biology
spelling doaj.art-6a07ac6413074d529d0ab06398b067562024-01-07T12:40:00ZengNature PortfolioCommunications Biology2399-36422024-01-017111210.1038/s42003-023-05732-ySingle-cell transcriptomics enable the characterization of local extension in retinoblastomaYaoming Liu0Wei Hu1Yanjie Xie2Junjie Tang3Huan Ma4Jinmiao Li5Jiahe Nie6Yinghao Wang7Yang Gao8Chao Cheng9Cheng Li10Yujun Ma11Shicai Su12Zhihui Zhang13Yuekun Bao14Yi Ren15Xinyue Wang16Fengyu Sun17Shengli Li18Rong Lu19State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual SciencePrecision Research Center for Refractory Diseases, Institute for Clinical Research, Shanghai General Hospital, Shanghai Jiao Tong University School of MedicineState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual SciencePrecision Research Center for Refractory Diseases, Institute for Clinical Research, Shanghai General Hospital, Shanghai Jiao Tong University School of MedicineState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceAbstract Retinoblastoma (RB) is the most prevalent ocular tumor of childhood, and its extraocular invasion significantly increases the risk of metastasis. Nevertheless, a single-cell characterization of RB local extension has been lacking. Here, we perform single-cell RNA sequencing on four RB samples (two from intraocular and two from extraocular RB patients), and integrate public datasets of five normal retina samples, four intraocular samples, and three extraocular RB samples to characterize RB local extension at the single-cell level. A total of 128,454 qualified cells are obtained in nine major cell types. Copy number variation inference reveals chromosome 6p amplification in cells derived from extraocular RB samples. In cellular heterogeneity analysis, we identified 10, 8, and 7 cell subpopulations in cone precursor like cells, retinoma like cells, and MKI67+ photoreceptorness decreased (MKI67+ PhrD) cells, respectively. A high expression level of SOX4 was detected in cells from extraocular samples, especially in MKI67+ PhrD cells, which was verified in additional clinical RB samples. These results suggest that SOX4 might drive RB local extension. Our study presents a single-cell transcriptomic landscape of intraocular and extraocular RB samples, improving our understanding of RB local extension at the single-cell resolution and providing potential therapeutic targets for RB patients.https://doi.org/10.1038/s42003-023-05732-y
spellingShingle Yaoming Liu
Wei Hu
Yanjie Xie
Junjie Tang
Huan Ma
Jinmiao Li
Jiahe Nie
Yinghao Wang
Yang Gao
Chao Cheng
Cheng Li
Yujun Ma
Shicai Su
Zhihui Zhang
Yuekun Bao
Yi Ren
Xinyue Wang
Fengyu Sun
Shengli Li
Rong Lu
Single-cell transcriptomics enable the characterization of local extension in retinoblastoma
Communications Biology
title Single-cell transcriptomics enable the characterization of local extension in retinoblastoma
title_full Single-cell transcriptomics enable the characterization of local extension in retinoblastoma
title_fullStr Single-cell transcriptomics enable the characterization of local extension in retinoblastoma
title_full_unstemmed Single-cell transcriptomics enable the characterization of local extension in retinoblastoma
title_short Single-cell transcriptomics enable the characterization of local extension in retinoblastoma
title_sort single cell transcriptomics enable the characterization of local extension in retinoblastoma
url https://doi.org/10.1038/s42003-023-05732-y
work_keys_str_mv AT yaomingliu singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT weihu singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT yanjiexie singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT junjietang singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT huanma singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT jinmiaoli singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT jiahenie singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT yinghaowang singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT yanggao singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT chaocheng singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT chengli singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT yujunma singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT shicaisu singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT zhihuizhang singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT yuekunbao singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT yiren singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT xinyuewang singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT fengyusun singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT shenglili singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma
AT ronglu singlecelltranscriptomicsenablethecharacterizationoflocalextensioninretinoblastoma