Genome-wide DNA methylome and whole-transcriptome landscapes of spontaneous intraductal papilloma in tree shrews.
Original Article
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Genome-wide DNA methylome and whole-transcriptome
landscapes of spontaneous intraductal papilloma in tree shrews
Chengxiu Liu, Yuanyuan Han, Pinfen Tong, Dexuan Kuang, Na Li, Caixia Lu, Xiaomei Sun,
Wenguang Wang, Jiejie Dai
The Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical
College, Kunming, China
Contributions: (I) Conception and design: J Dai, C Liu; (II) Administrative support: None; (III) Provision of study materials or patients: C Liu, Y Han;
(IV) Collection and assembly of data: D Kuang, C Liu, N Li, W Wang, P Tong; (V) Data analysis and interpretation: X Sun, J Dai; (VI) Manuscript
writing: All authors; (VII) Final approval of manuscript: All authors.
Correspondence to: Jiejie Dai. Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences/Peking
Union Medical College, Kunming 650118, China. Email: .
Background: Breast intraductal papilloma (IP) is mainly caused by the abnormal proliferation of ductal
epithelial cells. Tree shrews have potential as an animal model for the study of breast tumours; however,
little is known regarding the transcriptome and DNA methylome landscapes of breast IP in tree shrews. In
this research, we conducted whole-genome DNA methylation and transcriptome analyses of breast IP and
normal mammary glands in tree shrews.
Methods: DNA methylation profiles were generated from the whole-genome bisulfite sequencing and
whole-transcriptome landscapes of IP and control groups of tree shrews through strand-specific library
construction and RNA sequencing. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes
functional enrichment analyses and gene set enrichment analysis were performed. Spearman’s correlation
analysis was used to identify statistical relationships between gene expression and DNA methylation.
Results: A genome-wide perspective of the epigenetic regulation of protein-coding genes in breast IP in
tree shrews was obtained. The methylation levels at CG sites were considerably higher than those at CHG
or CHH sites, and were highest in gene body regions. In total, 3,486, 82 and 361 differentially methylated
regions (DMRs) were identified in the context of CG, CHG, and CHH, respectively, and 701 differentially
methylated genes (DMGs) were found. Further, through transcriptomic analysis, 62 differentially expressed
genes, 50 long noncoding RNAs, and 32 circular RNAs were identified in breast IP compared to normal
mammary glands. Correlation analysis between the DNA methylation and transcriptome data revealed
that 25 DMGs were also differentially expressed genes, among which the expression levels of 9 genes were
negatively correlated with methylation levels in gene body regions. Importantly, integrated analysis identified
3 genes (PDZ domain-containing 1, ATPase plasma membrane Ca2+ transporting 4 and Lymphocyte
cytosolic protein 1) that could serve as candidates for further study of breast IP in tree shrews.
Conclusions: This research has unearthed the comprehensive landscape of the transcriptome and DNA
methylome of spontaneous IP in tree shrews, as well as candidate tumorigenesis related genes in IP. These
results will contribute to the use of tree shrews in animal models of breast tumours.
Keywords: Tree shrew; spontaneous breast intraductal papilloma (spontaneous breast IP); DNA methylation;
transcriptome
Submitted Feb 04, 2021. Accepted for publication Apr 17, 2021.
doi: 10.21037/atm-21-1293
View this article at: http://dx.doi.org/10.21037/atm-21-1293
© Annals of Translational Medicine. All rights reserved.
Ann Transl Med 2021;9(8):688 | http://dx.doi.org/10.21037/atm-21-1293
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Liu et al. DNA methylome and transcriptome of breast IP in tree shrews
Introduction
Intraductal papilloma (IP), a benign tumour that forms
in the breast ducts, accounts for approximately 10% of
cases of benign breast lesions (1). IP, which is caused by
the abnormal proliferation of ductal epithelial cells, most
commonly affects women between the ages of 35 and
55 years old (2). Hormones, fertility, and diet are all risk
factors that predispose women to the development of IP (3).
Because IP is related to atypia, ductal carcinoma in situ
(DCIS), and carcinoma, it is classified as a high-risk
precursor lesion and carries a 6.3% risk of malignancy (3);
upon surgical excision, IP may be upgraded to atypical
ductal hyperplasia or DCIS (4). However, at present, the
mechanism of breast neoplasms is not fully understood, and
multidimensional molecular data from IP patients have not
been fully integrated in studies on this topic.
The results of DNA sequencing research have confirmed
that tree shrews are closely related to primates (5).
Consequently, tree shrews have become an increasingly
popular experimental animal model for various human
tumours, including lung cancer (6), hepatocellular
carcinoma (7), and glioblastoma (8). Genome sequencing of
Chinese tree shrews was first accomplished in 2013 and has
provided a useful resource for functional genomic studies
since (9). A database of the genome sequencing data of tree
shrews has also been established (10). Most importantly, in
terms of morphology and structure, the mammary glands
of tree shrews are similar to those of humans (11). Based on
these qualities, tree shrews are ideal experimental animals
for studying the pathogenesis of mammary tumours.
However, few studies have used tree shrews as a novel breast
tumour animal model to examine gene expression patterns
and the underlying function of DNA methylation in the
tumorigenesis of spontaneous IP.
DNA methylation is one of the epigenetic changes that
has been shown to play a key role in the pretranscriptional
regulation and inhibition of gene expression in multiple
mammalian genomes. The mapping of genome-wide
DNA methylation is of great importance to understanding
tumorigenesis (12). DNA methylation is implicated in
many cancers, including thyroid cancer (13), non-small cell
lung cancer (14), and gastric cancer (15), as well as in the
development and progression of breast cancer (16). Limited
evidence has also indicated that the aberrant methylation of
cytosine residues is involved in the development of IP (17).
Therefore, delineating the DNA methylation profile and
identifying differentially methylated genes (DMGs) in IP
© Annals of Translational Medicine. All rights reserved.
would be helpful to understanding the tumorigenesis of
papilloma from the perspective of epigenetic regulation.
It is generally believed that the abnormal reprogramming
of the whole transcriptome, including genes, long noncoding
RNAs (lncRNAs), and circular RNAs (circRNAs), is
a crucial process in the occurrence and progression of
tumours. Recently, RNA sequencing (RNA-seq) studies
of breast cancer (18) have been conducted to inform a
deeper understanding of the mechanisms involved, and
research on the (...truncated)