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pmid:32013934

Bioinformatic analysis of peripheral blood miRNA of breast cancer patients in relation with anthracycline cardiotoxicity.

Wang Yadi · Chen Shurui · Zhang Tong · Chen Suxian · Tong Qing · He Dongning

BMC cardiovascular disorders · 2020 doi:10.1186/s12872-020-01346-y

Paper

complete

Experiment

complete

Data

partial

Analysis

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
id
pmid:32013934
kind
science-record
content_hash
sha256:f575c125377052b85100d42abb7fc39d20657d736f2622ed4c1e98f9594998c4
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:55Z
updated_at
2026-11-01T22:01:15Z
generator object · 2 fields
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corpus-assay-engine
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reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Bioinformatic analysis of peripheral blood miRNA of breast cancer patients in relation with anthracycline cardiotoxicity.
doi
10.1186/s12872-020-01346-y
pmid
32013934
authors array · 6 items
[0]
Wang Yadi
[1]
Chen Shurui
[2]
Zhang Tong
[3]
Chen Suxian
[4]
Tong Qing
[5]
He Dongning
journal
BMC cardiovascular disorders
year
2020
abstract
BACKGROUND: The current diagnostic methods and treatments still fail to lower the incidence of anthracycline-induced cardiotoxicity effectively. In this study, we aimed to (1) analyze the cardiotoxicity-related genes after breast cancer chemotherapy in gene expression database and (2) carry out bioinformatic analysis to identify cardiotoxicity-related abnormal expressions, the biomarkers of such abnormal expressions, and the key regulatory pathways after breast cancer chemotherapy. METHODS: Cardiotoxicity-related gene expression data (GSE40447) after breast cancer chemotherapy was acquired from the Gene Expression Omnibus (GEO) database. The biomarker expression data of women with chemotherapy-induced cardiotoxicity (group A), chemotherapy history but no cardiotoxicity (group B), and confirmatory diagnosis of breast cancer but normal ejection fraction before chemotherapy (group C) were analyzed to obtain the mRNA with differential expressions and predict the micro RNAs (miRNAs) regulating the differential expressions. The miRanda formula and functional enrichment analysis were used to screen abnormal miRNAs. Then, the Gene Ontology (GO) analysis was adapted to further screen the miRNAs related to cardiotoxicity after breast cancer chemotherapy. RESULT: The data of differential analysis of biomarker expression of groups A, B, and C using the GSE40447-related gene expression profile database showed that there were 30 intersection genes. The differentially expressed mRNAs were predicted using the miRanda and Target Scan software, and a total of 2978 miRNAs were obtained by taking the intersections. Further, the GO analysis and targeted regulatory relationship between miRNA and target genes were used to establish miRNA-gene interaction network to screen and obtain seven cardiotoxicity-related miRNAs with relatively high centrality, including hsa-miR-4638-3p, hsa-miR-5096, hsa-miR-4763-5p, hsa-miR-1273 g-3p, hsa-miR6192, hsa-miR-4726-5p and hsa-miR-1273a. Among them, hsa-miR-4638-3p and hsa-miR-1273 g-3p had the highest centrality. The PCR verification results were consistent with those of the chip data. There are differentially expressed miRNAs in the peripheral blood of breast cancer patients with anthracycline cardiotoxicity. Among them, hsa-miR-4638-3p and hsa-miR-1273 g-3p are closely associated with the onset of anthracycline cardiotoxicity in patients with breast cancer. The signaling pathway is mainly concentrated in TGF-β signaling pathway and adhesion signaling pathway. CONCLUSIONS: Changes in expression of hsa-miR-4638-3p and hsa-miR-1273 g-3p may contribute to the detection of anthracyclines induced cardiac toxicity, and their potential function may be related to TGF-β signaling pathway and adhesion signaling pathway.
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The measurement data with normal distribution are expressed as mean ± standard deviation (X ± SD), and paired t test was used for comparison between groups.
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sections[10] "Statistical analyses" paragraph 2
quote
The measurement data with normal distribution are expressed as mean ± standard deviation (X ± SD), and paired t test was used for comparison between groups.
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The data used to support the findings of this study are available from the corresponding author upon request.
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sections[22] "notes" paragraph 1
quote
The data used to support the findings of this study are available from the corresponding author upon request.
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null
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[0] object · 13 fields
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Read the published estimate from the source
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state
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The claim, method and evidence span published with the source article.
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the published estimate and its evidence
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Obtain the source data from the named repository
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The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.
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the source data with its repository provenance
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Run the published analysis
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Apply the paper's statistical method to the resolved series and compare the result with the published target.
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https://doi.org/10.1186/s12872-020-01346-y
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10.1186/s12872-020-01346-y
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GSM994344
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[23]
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title
Expression profiling of anthracyline-induced cardiotoxicity
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List of intersection genes with differential gene expression in groups A, B, and C
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12
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DEGs and analysis of their biological functions
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Table 1
caption
List of intersection genes with differential gene expression in groups A, B, and C
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Gene symbol
[2]
A vs. B FC
[3]
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[4]
B vs. C FC
[5]
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[0]
1
[1]
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1.34
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1.49
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[1]
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LOC100294341
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LOC100996709
[1]
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[1]
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[3]
1.55
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1.43
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RABGAP1L
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[1]
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1.42
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[0]
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[1]
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[0]
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[1]
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[0]
11
[1]
ATXN2L
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1.63
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[0]
12
[1]
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1.45
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[1]
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LINC01590
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1.45
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1.58
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[1]
PLCB1
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1.22
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1.29
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1.56
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[0]
17
[1]
CENPT
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1.37
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−1.37
[4]
−1.35
[5]
[22] array · 6 items
[0]
18
[1]
ENGASE
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1.27
[3]
1.68
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1.33
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[23] array · 6 items
[0]
19
[1]
FAM27B
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1.36
[3]
2.22
[4]
1.64
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[24] array · 5 items
[0]
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1.36
[2]
2.22
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1.64
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LOC102725186
[1]
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[2]
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[3]
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[0]
LOC105379444
[1]
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[1]
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[3]
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[0]
21
[1]
VPS53
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[4]
−1.31
[5]
[29] array · 6 items
[0]
22
[1]
RNF34
[2]
1.32
[3]
1.54
[4]
−1.36
[5]
[30] array · 6 items
[0]
23
[1]
PGM5-AS1
[2]
−1.31
[3]
2.00
[4]
1.34
[5]
[31] array · 6 items
[0]
24
[1]
FGFR1OP2
[2]
−1.47
[3]
−2.28
[4]
−2.27
[5]
[32] array · 6 items
[0]
25
[1]
GKAP1
[2]
−1.67
[3]
1.42
[4]
1.29
[5]
[33] array · 6 items
[0]
26
[1]
ZNF736
[2]
−1.79
[3]
1.27
[4]
1.36
[5]
[34] array · 6 items
[0]
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[1]
TTC26
[2]
−1.79
[3]
1.42
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[1]
TSHZ2
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[1]
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section[12]/table-wrap[1]#Tab1
[3] object · 16 fields
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miRNA prediction of genes with significant differences between group A and groups B and C
structure object · 5 fields
pmcid
PMC6998363
section_index
13
section_title
GO and signaling pathway analyses
row_count
19
column_count
4
table object · 8 fields
label
Table 2
caption
miRNA prediction of genes with significant differences between group A and groups B and C
rows array · 19 items
[0] array · 4 items
[0]
Gene Symbol
[1]
miRNA
[2]
Score
[3]
Energe
[1] array · 4 items
[0]
VPS53
[1]
hsa-miR-4638-3p
[2]
193
[3]
−45.14
[2] array · 3 items
[0]
hsa-miR-5096
[1]
191
[2]
−38.75
[3] array · 3 items
[0]
hsa-miR-7851-3p
[1]
184
[2]
−32.95
[4] array · 3 items
[0]
hsa-miR-4763-5p
[1]
183
[2]
−38.27
[5] array · 3 items
[0]
hsa-miR-2110
[1]
178
[2]
−34.93
[6] array · 3 items
[0]
hsa-miR-1200
[1]
176
[2]
−29.67
[7] array · 3 items
[0]
hsa-miR-619-5p
[1]
175
[2]
−33.81
[8] array · 4 items
[0]
ITGB8
[1]
hsa-miR-4729
[2]
179
[3]
−22.78
[9] array · 3 items
[0]
hsa-miR-1208
[1]
177
[2]
−26.73
[10] array · 3 items
[0]
hsa-miR-1273e
[1]
176
[2]
−29.11
[11] array · 3 items
[0]
hsa-miR-136-3p
[1]
175
[2]
−21.8
[12] array · 4 items
[0]
PHLDB2
[1]
hsa-miR-1273 g-3p
[2]
195
[3]
−43.01
[13] array · 3 items
[0]
hsa-miR6192
[1]
175
[2]
−36.3
[14] array · 4 items
[0]
GPATCH2
[1]
hsa-miR-1273 g-3p
[2]
195
[3]
−41.57
[15] array · 3 items
[0]
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[1]
183
[2]
−31.32
[16] array · 4 items
[0]
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[1]
hsa-miR-3189-3p
[2]
175
[3]
−31.94
[17] array · 4 items
[0]
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[1]
hsa-miR-1273a
[2]
187
[3]
−36.01
[18] array · 4 items
[0]
CENPT
[1]
hsa-miR-4726-5p
[2]
175
[3]
−35.1
locator
section[13]/table-wrap[1]#Tab2
[4] object · 16 fields
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section[14]/table-wrap[1]#Tab3
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null
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Classification and Baseline Values of Patients
structure object · 5 fields
pmcid
PMC6998363
section_index
14
section_title
PCR verification
row_count
6
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4
table object · 8 fields
label
Table 3
caption
Classification and Baseline Values of Patients
rows array · 6 items
[0] array · 4 items
[0]
Group
[1]
A (after chemotherapy)
[2]
C (before chemotherapy)
[3]
P Value
[1] array · 4 items
[0]
N
[1]
20
[2]
20
[3]
[2] array · 4 items
[0]
Age (median, range)
[1]
54 (35–75)
[2]
54 (35–75)
[3]
NS
[3] array · 4 items
[0]
Ejection Fractions, EF (median)
[1]
48
[2]
68
[3]
P < 0.001
[4] array · 4 items
[0]
Hypertension
[1]
0
[2]
0
[3]
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[5] array · 4 items
[0]
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[2]
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[3]
NS
locator
section[14]/table-wrap[1]#Tab3
[5] object · 16 fields
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section[14]/table-wrap[2]#Tab4
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Expression level of hsa-miR-4638-3p and hsa-miR-1273 g-3p in the peripheral blood of each group (Log2∆Ct value)
structure object · 5 fields
pmcid
PMC6998363
section_index
14
section_title
PCR verification
row_count
5
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4
table object · 8 fields
label
Table 4
caption
Expression level of hsa-miR-4638-3p and hsa-miR-1273 g-3p in the peripheral blood of each group (Log2∆Ct value)
rows array · 5 items
[0] array · 3 items
[0]
[1]
[2]
Mean value (X ± SD)
[1] array · 4 items
[0]
Group
[1]
N
[2]
hsa-miR-4638-3p
[3]
hsa-miR-1273 g-3p
[2] array · 4 items
[0]
A
[1]
20
[2]
1.29 ± 0.72
[3]
1.00 ± 0.20
[3] array · 4 items
[0]
C
[1]
20
[2]
2.66 ± 1.38*
[3]
0.48 ± 0.17*
[4] array · 4 items
[0]
[1]
[2]
P = 0.000
[3]
P = 0.000
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section[14]/table-wrap[2]#Tab4
gaps array · 2 items
[0]
asset:data:geo:GSE40447 not downloaded
[1]
asset:data:geo:GSE40447 licence not read
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partial
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The measurement data with normal distribution are expressed as mean ± standard deviation (X ± SD), and paired t test was used for comparison between groups.
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capability object · 3 fields
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Automated Assays Laravel application and simulated adapters
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basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: centrality.
capability object · 4 fields
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capability:computational_analysis
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The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
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statements array · 1 item
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The data used to support the findings of this study are available from the corresponding author upon request.
basis
The paper names GSE40447 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read.
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data:geo:GSE40447
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:32013934", "kind": "science-record", "revision": 5, "content_hash": "sha256:f575c125377052b85100d42abb7fc39d20657d736f2622ed4c1e98f9594998c4", "created_at": "2026-11-01T15:40:55Z", "updated_at": "2026-11-01T22:01:15Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Bioinformatic analysis of peripheral blood miRNA of breast cancer patients in relation with anthracycline cardiotoxicity.", "doi": "10.1186/s12872-020-01346-y", "pmid": "32013934", "authors": ["Wang Yadi", "Chen Shurui", "Zhang Tong", "Chen Suxian", "Tong Qing", "He Dongning"], "journal": "BMC cardiovascular disorders", "year": 2020, "abstract": "BACKGROUND: The current diagnostic methods and treatments still fail to lower the incidence of anthracycline-induced cardiotoxicity effectively. In this study, we aimed to (1) analyze the cardiotoxicity-related genes after breast cancer chemotherapy in gene expression database and (2) carry out bioinformatic analysis to identify cardiotoxicity-related abnormal expressions, the biomarkers of such abnormal expressions, and the key regulatory pathways after breast cancer chemotherapy.\nMETHODS: Cardiotoxicity-related gene expression data (GSE40447) after breast cancer chemotherapy was acquired from the Gene Expression Omnibus (GEO) database. The biomarker expression data of women with chemotherapy-induced cardiotoxicity (group A), chemotherapy history but no cardiotoxicity (group B), and confirmatory diagnosis of breast cancer but normal ejection fraction before chemotherapy (group C) were analyzed to obtain the mRNA with differential expressions and predict the micro RNAs (miRNAs) regulating the differential expressions. The miRanda formula and functional enrichment analysis were used to screen abnormal miRNAs. Then, the Gene Ontology (GO) analysis was adapted to further screen the miRNAs related to cardiotoxicity after breast cancer chemotherapy.\nRESULT: The data of differential analysis of biomarker expression of groups A, B, and C using the GSE40447-related gene expression profile database showed that there were 30 intersection genes. The differentially expressed mRNAs were predicted using the miRanda and Target Scan software, and a total of 2978 miRNAs were obtained by taking the intersections. Further, the GO analysis and targeted regulatory relationship between miRNA and target genes were used to establish miRNA-gene interaction network to screen and obtain seven cardiotoxicity-related miRNAs with relatively high centrality, including hsa-miR-4638-3p, hsa-miR-5096, hsa-miR-4763-5p, hsa-miR-1273 g-3p, hsa-miR6192, hsa-miR-4726-5p and hsa-miR-1273a. Among them, hsa-miR-4638-3p and hsa-miR-1273 g-3p had the highest centrality. The PCR verification results were consistent with those of the chip data. There are differentially expressed miRNAs in the peripheral blood of breast cancer patients with anthracycline cardiotoxicity. Among them, hsa-miR-4638-3p and hsa-miR-1273 g-3p are closely associated with the onset of anthracycline cardiotoxicity in patients with breast cancer. The signaling pathway is mainly concentrated in TGF-β signaling pathway and adhesion signaling pathway.\nCONCLUSIONS: Changes in expression of hsa-miR-4638-3p and hsa-miR-1273 g-3p may contribute to the detection of anthracyclines induced cardiac toxicity, and their potential function may be related to TGF-β signaling pathway and adhesion signaling pathway.", "claims": [{"id": "claim-method", "statement": "The measurement data with normal distribution are expressed as mean ± standard deviation (X ± SD), and paired t test was used for comparison between groups.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32013934", "locator": "sections[10] \"Statistical analyses\" paragraph 2", "quote": "The measurement data with normal distribution are expressed as mean ± standard deviation (X ± SD), and paired t test was used for comparison between groups."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The data used to support the findings of this study are available from the corresponding author upon request.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32013934", "locator": "sections[22] \"notes\" paragraph 1", "quote": "The data used to support the findings of this study are available from the corresponding author upon request."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:32013934"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE40447"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE40447"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:32013934", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12872-020-01346-y", "sha256": 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