Frozen tissue coring and layered histological analysis improves cell type-specific proteogenomic characterization of pancreatic adenocarcinoma

被引:2
|
作者
Savage, Sara R. [1 ,2 ]
Wang, Yuefan [3 ]
Chen, Lijun [3 ]
Jewell, Scott [4 ]
Newton, Chelsea [4 ]
Dou, Yongchao [1 ,2 ]
Li, Qing Kay [3 ]
Bathe, Oliver F. [5 ,6 ,7 ]
Robles, Ana I. [8 ]
Omenn, Gilbert S. [9 ,10 ]
Thiagarajan, Mathangi [11 ]
Zhang, Hui [3 ]
Hostetter, Galen [4 ]
Zhang, Bing [1 ,2 ]
机构
[1] Baylor Coll Med, Lester & Sue Smith Breast Ctr, Houston, TX 77030 USA
[2] Baylor Coll Med, Dept Mol & Human Genet, Houston, TX 77030 USA
[3] Johns Hopkins Univ, Dept Pathol, Baltimore, MD 21231 USA
[4] Van Andel Inst, Grand Rapids, MI 49503 USA
[5] Univ Calgary, Cumming Sch Med, Dept Surg, Calgary, AB, Canada
[6] Univ Calgary, Cumming Sch Med, Dept Oncol, Calgary, AB, Canada
[7] Arnie Charbonneau Canc Inst, Calgary, AB, Canada
[8] NCI, Off Canc Clin Prote Res, Rockville, MD 20850 USA
[9] Univ Michigan, Dept Computat Med & Bioinformat, Internal Med, Human Genet, Ann Arbor, MI 48109 USA
[10] Univ Michigan, Sch Publ Hlth, Ann Arbor, MI 48109 USA
[11] Leidos Biomed Res Inc, Frederick Natl Lab Canc Res, Frederick, MD 21702 USA
关键词
Proteogenomic; Microenvironment; Tissue coring; CPTAC; DECONVOLUTION; CANCER;
D O I
10.1186/s12014-024-09450-3
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
BackgroundOmics characterization of pancreatic adenocarcinoma tissue is complicated by the highly heterogeneous and mixed populations of cells. We evaluate the feasibility and potential benefit of using a coring method to enrich specific regions from bulk tissue and then perform proteogenomic analyses.MethodsWe used the Biopsy Trifecta Extraction (BioTExt) technique to isolate cores of epithelial-enriched and stroma-enriched tissue from pancreatic tumor and adjacent tissue blocks. Histology was assessed at multiple depths throughout each core. DNA sequencing, RNA sequencing, and proteomics were performed on the cored and bulk tissue samples. Supervised and unsupervised analyses were performed based on integrated molecular and histology data.ResultsTissue cores had mixed cell composition at varying depths throughout. Average cell type percentages assessed by histology throughout the core were better associated with KRAS variant allele frequencies than standard histology assessment of the cut surface. Clustering based on serial histology data separated the cores into three groups with enrichment of neoplastic epithelium, stroma, and acinar cells, respectively. Using this classification, tumor overexpressed proteins identified in bulk tissue analysis were assigned into epithelial- or stroma-specific categories, which revealed novel epithelial-specific tumor overexpressed proteins.ConclusionsOur study demonstrates the feasibility of multi-omics data generation from tissue cores, the necessity of interval H&E stains in serial histology sections, and the utility of coring to improve analysis over bulk tissue data.
引用
收藏
页数:15
相关论文
共 8 条
  • [1] Frozen tissue coring and layered histological analysis improves cell type-specific proteogenomic characterization of pancreatic adenocarcinoma
    Sara R. Savage
    Yuefan Wang
    Lijun Chen
    Scott Jewell
    Chelsea Newton
    Yongchao Dou
    Qing Kay Li
    Oliver F. Bathe
    Ana I. Robles
    Gilbert S. Omenn
    Mathangi Thiagarajan
    Hui Zhang
    Galen Hostetter
    Bing Zhang
    Clinical Proteomics, 2024, 21
  • [2] Histological type-specific prognostic factors of cervical small cell neuroendocrine carcinoma, adenocarcinoma, and squamous cell carcinoma
    Intaraphet, Suthida
    Kasatpibal, Nongyao
    Sogaard, Mette
    Khunamornpong, Surapan
    Patumanond, Jayanton
    Chandacham, Anchalee
    Chitapanarux, Imjai
    Siriaunkgul, Sumalee
    ONCOTARGETS AND THERAPY, 2014, 7 : 1205 - 1214
  • [3] CELL TYPE-SPECIFIC EXPRESSION OF INTERMEDIATE FILAMENTS IN THE ANALYSIS OF TISSUE-DEVELOPMENT AND TUMORIGENESIS
    VIRTANEN, I
    TUMOUR BIOLOGY, 1986, 7 (04): : 260 - 260
  • [4] MMAD: microarray microdissection with analysis of differences is a computational tool for deconvoluting cell type-specific contributions from tissue samples
    Liebner, David A.
    Huang, Kun
    Parvin, Jeffrey D.
    BIOINFORMATICS, 2014, 30 (05) : 682 - 689
  • [5] Pancreas-specific protein disulfide isomerase has a cell type-specific expression in various mouse tissues and is absent in human pancreatic adenocarcinoma cells: implications for its functions
    Fu, Xin-Miao
    Dai, Xiangchen
    Ding, Jian
    Zhu, Bao Ting
    JOURNAL OF MOLECULAR HISTOLOGY, 2009, 40 (03) : 189 - 199
  • [6] Pancreas-specific protein disulfide isomerase has a cell type-specific expression in various mouse tissues and is absent in human pancreatic adenocarcinoma cells: implications for its functions
    Xin-Miao Fu
    Xiangchen Dai
    Jian Ding
    Bao Ting Zhu
    Journal of Molecular Histology, 2009, 40 : 189 - 199
  • [7] Characterization of differentially expressed genes in purified Drosophila follicle cells:: Toward a general strategy for cell type-specific developmental analysis
    Bryant, Z
    Subrahmanyan, L
    Tworoger, M
    LaTray, L
    Liu, CR
    Li, MJ
    van den Engh, G
    Ruohola-Baker, H
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1999, 96 (10) : 5559 - 5564
  • [8] Tissue-Specific GAL4 Expression Patterns as a Resource Enabling Targeted Gene Expression, Cell Type-Specific Transcript Profiling and Gene Function Characterization in the Arabidopsis Vascular System
    Ckurshumova, Wenzislava
    Koizumi, Koji
    Chatfield, Steven P.
    Sanchez-Buelna, Sergio U.
    Gangaeva, Anna E.
    McKenzie, Ryan
    Berleth, Thomas
    PLANT AND CELL PHYSIOLOGY, 2009, 50 (01) : 141 - 150