Spatially exploring RNA biology in archival formalin-fixed paraffin-embedded tissues

被引:26
作者
Bai, Zhiliang [1 ]
Zhang, Dingyao [1 ,2 ,3 ]
Gao, Yan [1 ,4 ]
Tao, Bo [1 ,5 ]
Zhang, Daiwei [1 ,6 ]
Bao, Shuozhen [1 ]
Enninful, Archibald [1 ]
Wang, Yadong [2 ]
Li, Haikuo [1 ]
Su, Graham [1 ]
Tian, Xiaolong [1 ]
Zhang, Ningning [2 ]
Xiao, Yang [7 ]
Liu, Yang [5 ]
Gerstein, Mark [3 ]
Li, Mingyao [6 ,8 ]
Xing, Yi [4 ,8 ]
Lu, Jun [2 ,9 ,10 ]
Xu, Mina L. [5 ]
Fan, Rong [1 ,2 ,5 ,9 ,10 ,11 ]
机构
[1] Yale Univ, Dept Biomed Engn, New Haven, CT 06520 USA
[2] Yale Univ, Sch Med, Dept Genet, New Haven, CT 06520 USA
[3] Yale Univ, Program Computat Biol & Bioinformat, New Haven, CT 06520 USA
[4] Childrens Hosp Philadelphia, Ctr Computat & Genom Med, Philadelphia, PA 19104 USA
[5] Yale Univ, Sch Med, Dept Pathol, New Haven, CT 06520 USA
[6] Univ Penn, Perelman Sch Med, Dept Biostat Epidemiol & Informat, Philadelphia, PA 19104 USA
[7] Columbia Univ, Dept Biomed Engn, New York, NY 10027 USA
[8] Univ Penn, Perelman Sch Med, Dept Pathol & Lab Med, Philadelphia, PA 19104 USA
[9] Yale Univ, Sch Med, Yale Stem Cell Ctr, New Haven, CT 06520 USA
[10] Yale Univ, Yale Canc Ctr, Sch Med, New Haven, CT 06520 USA
[11] Yale Univ, Sch Med, Human & Translat Immunol, New Haven, CT 06520 USA
基金
美国国家卫生研究院;
关键词
SINGLE-CELL; COMPREHENSIVE DATABASE; MALT LYMPHOMA; HUMAN CANCER; PATHOGENESIS; MUTATIONS; BIOMARKER; INSIGHTS; PATHWAY; MIR-21;
D O I
10.1016/j.cell.2024.09.001
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The capability to spatially explore RNA biology in formalin-fixed paraffin-embedded (FFPE) tissues holds transformative potential for histopathology research. Here, we present pathology-compatible deterministic barcoding in tissue (Patho-DBiT) by combining in situ polyadenylation and computational innovation for spatial whole transcriptome sequencing, tailored to probe the diverse RNA species in clinically archived FFPE samples. It permits spatial co-profiling of gene expression and RNA processing, unveiling region-specific splicing isoforms, and high-sensitivity transcriptomic mapping of clinical tumor FFPE tissues stored for 5 years. Furthermore, genome-wide single-nucleotide RNA variants can be captured to distinguish malignant subclones from non-malignant cells in human lymphomas. Patho-DBiT also maps microRNA regulatory networks and RNA splicing dynamics, decoding their roles in spatial tumorigenesis. Single-cell level Patho-DBiT dissects the spatiotemporal cellular dynamics driving tumor clonal architecture and progression. Patho-DBiT stands poised as a valuable platform to unravel rich RNA biology in FFPE tissues to aid in clinical pathology evaluation.
引用
收藏
页码:6760 / 6779.e24
页数:45
相关论文
共 112 条
[1]   The eEF1A proteins: at the crossroads of oncogenesis, apoptosis, and viral infections [J].
Abbas, Wasim ;
Kumar, Amit ;
Herbein, Georges .
FRONTIERS IN ONCOLOGY, 2015, 5
[2]   RNA-binding protein nucleolin in disease [J].
Abdelmohsen, Kotb ;
Gorospe, Myriam .
RNA BIOLOGY, 2012, 9 (06) :799-808
[3]   An In Vivo Functional Screen Uncovers miR-150-Mediated Regulation of Hematopoietic Injury Response [J].
Adams, Brian D. ;
Guo, Shangqin ;
Bai, Haitao ;
Guo, Yanwen ;
Megyola, Cynthia M. ;
Cheng, Jijun ;
Heydari, Kartoosh ;
Xiao, Changchun ;
Reddy, E. Premkumar ;
Lu, Jun .
CELL REPORTS, 2012, 2 (04) :1048-1060
[4]   An estimate of the total number of true human miRNAs [J].
Alles, Julia ;
Fehlmann, Tobias ;
Fischer, Ulrike ;
Backes, Christina ;
Galata, Valentina ;
Minet, Marie ;
Hart, Martin ;
Abu-Halima, Masood ;
Graesser, Friedrich A. ;
Lenhof, Hans-Peter ;
Keller, Andreas ;
Meese, Eckart .
NUCLEIC ACIDS RESEARCH, 2019, 47 (07) :3353-3364
[5]   Mucosa-associated lymphoid tissue (MALT) lymphoma: a practical guide for pathologists [J].
Bacon, Chris M. ;
Du, Ming-Qing ;
Dogan, Ahmet .
JOURNAL OF CLINICAL PATHOLOGY, 2007, 60 (04) :361-372
[6]   Single-cell Analysis Technologies for Immuno-oncology Research: from Mechanistic Delineation to Biomarker Discovery [J].
Bai, Zhiliang ;
Su, Graham ;
Fan, Rong .
GENOMICS PROTEOMICS & BIOINFORMATICS, 2021, 19 (02) :191-207
[7]   QuPath: Open source software for digital pathology image analysis [J].
Bankhead, Peter ;
Loughrey, Maurice B. ;
Fernandez, Jose A. ;
Dombrowski, Yvonne ;
Mcart, Darragh G. ;
Dunne, Philip D. ;
McQuaid, Stephen ;
Gray, Ronan T. ;
Murray, Liam J. ;
Coleman, Helen G. ;
James, Jacqueline A. ;
Salto-Tellez, Manuel ;
Hamilton, Peter W. .
SCIENTIFIC REPORTS, 2017, 7
[8]   Preclinical to clinical utility of ROCK inhibitors in cancer [J].
Barcelo, Jaume ;
Samain, Remi ;
Sanz-Moreno, Victoria .
TRENDS IN CANCER, 2023, 9 (03) :250-263
[9]   The Promising Role of miR-21 as a Cancer Biomarker and Its Importance in RNA-Based Therapeutics [J].
Bautista-Sanchez, Diana ;
Arriaga-Canon, Cristian ;
Pedroza-Torres, Abraham ;
De La Rosa-Velazquez, Inti Alberto ;
Gonzalez-Barrios, Rodrigo ;
Contreras-Espinosa, Laura ;
Montiel-Manriquez, Rogelio ;
Castro-Hernandez, Clementina ;
Fragoso-Ontiveros, Veronica ;
Maria Alvarez-Gomez, Rosa ;
Herrera, Luis A. .
MOLECULAR THERAPY-NUCLEIC ACIDS, 2020, 20 :409-420
[10]   RNA Editing in Pathogenesis of Cancer [J].
Baysal, Bora E. ;
Sharma, Shraddha ;
Hashemikhabir, Seyedsasan ;
Janga, Sarath Chandra .
CANCER RESEARCH, 2017, 77 (14) :3733-3739