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pmid:34210950

Exploration of the Important Role of Microfibril-Associated Protein 4 Gene in Oral Squamous Cell Carcinoma.

Ying Han · Kun Xia · Tong Su

Medical science monitor : international medical journal of experimental and clinical research · 2021 doi:10.12659/MSM.931238

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title
Exploration of the Important Role of Microfibril-Associated Protein 4 Gene in Oral Squamous Cell Carcinoma.
doi
10.12659/MSM.931238
pmid
34210950
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[0]
Ying Han
[1]
Kun Xia
[2]
Tong Su
journal
Medical science monitor : international medical journal of experimental and clinical research
year
2021
abstract
BACKGROUND Oral squamous cell carcinoma (OSCC) is a common tumor of the head and neck. Its treatment usually requires multiple modalities. Currently, there are no molecular biomarkers to guide these treatment strategies. Studies have shown that microfibril-associated protein 4 (MFAP4) is potentially useful for non-invasive assessment of various diseases; however, its biological function in tumors is still unknown. In this study, we propose that MFAP4 is a new prognostic target for OSCC. MATERIAL AND METHODS First, we collected OSCC data (GSE25099 and GSE30784 datasets) from the Gene Expression Omnibus (GEO) database and compared the differential expression of MFAP4 gene between the patients (tumor) and normal (control) groups. The comparison was done with University of California Santa Cruz Xena (https://xenabrowser.net/Datapages/), and we calculated the difference in MFAP4 gene expression between normal and tumor tissues in a pan-cancer analysis. Then, we compared the 2 groups with high and low expression of MFAP4 gene in terms of tumor mutation burden (TMB), miRNA regulation, and immune cell infiltration. RESULTS We found that the expression of MFAP4 gene was significantly decreased in tumors. Our research also showed that high expression of MFAP4 was related to better prognosis of patients and may be related to tumor gene mutation, miRNA regulation, and infiltration of different immune cells. CONCLUSIONS Our work provides evidence that expression of MFAP4 can be used as a prognostic biomarker for risk stratification of OSCC patients and elaborates on its relation with the regulation of TMB, miRNAs, and immune cell infiltration.
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With the criteria set as |logFC| >2 and P value <0.05, 23 differential miRNAs were included in the Pearson correlation analysis of the relationship between miRNA and MFAP4 in both the high- and low-MFAP4 expression groups.
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sections[16] "Identification of miRNAs Related to MFAP4" paragraph 2
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With the criteria set as |logFC| >2 and P value <0.05, 23 differential miRNAs were included in the Pearson correlation analysis of the relationship between miRNA and MFAP4 in both the high- and low-MFAP4 expression groups.
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The data of this study are from the GEO and TCGA databases.
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[1] array · 3 items
[0]
n
[1]
144
[2]
186
[2] array · 4 items
[0]
Anatomic neoplasm subdivision (%)
[1]
[2]
[3]
NA
[3] array · 4 items
[0]
Alveolar ridge
[1]
6 (4.2)
[2]
12 (6.5)
[3]
[4] array · 4 items
[0]
Base of tongue
[1]
11 (7.6)
[2]
12 (6.5)
[3]
[5] array · 4 items
[0]
Buccal mucosa
[1]
9 (6.2)
[2]
13 (7.0)
[3]
[6] array · 4 items
[0]
Floor of mouth
[1]
33 (22.9)
[2]
27 (14.5)
[3]
[7] array · 4 items
[0]
Hard Palate
[1]
4 (2.8)
[2]
3 (1.6)
[3]
[8] array · 4 items
[0]
Lip
[1]
1 (0.7)
[2]
2 (1.1)
[3]
[9] array · 4 items
[0]
Oral cavity
[1]
38 (26.4)
[2]
34 (18.3)
[3]
[10] array · 4 items
[0]
Oral tongue
[1]
42 (29.2)
[2]
83 (44.6)
[3]
[11] array · 4 items
[0]
Clinical M (%)
[1]
[2]
[3]
0.709
[12] array · 4 items
[0]
M0
[1]
138 (95.8)
[2]
173 (94.5)
[3]
[13] array · 4 items
[0]
M1
[1]
0 (0.0)
[2]
2 (1.1)
[3]
[14] array · 4 items
[0]
MX
[1]
6 (4.2)
[2]
8 (4.4)
[3]
[15] array · 4 items
[0]
Clinical N (%)
[1]
[2]
[3]
0.800
[16] array · 4 items
[0]
N0
[1]
73 (52.1)
[2]
94 (53.4)
[3]
[17] array · 4 items
[0]
N1
[1]
24 (17.1)
[2]
34 (19.3)
[3]
[18] array · 4 items
[0]
N2
[1]
41 (29.3)
[2]
47 (26.7)
[3]
[19] array · 4 items
[0]
N3
[1]
2 (1.4)
[2]
1 (0.6)
[3]
[20] array · 4 items
[0]
Clinical T (%)
[1]
[2]
[3]
0.028
[21] array · 4 items
[0]
T1
[1]
4 (2.8)
[2]
16 (8.9)
[3]
[22] array · 4 items
[0]
T2
[1]
41 (29.1)
[2]
63 (35.2)
[3]
[23] array · 4 items
[0]
T3
[1]
36 (25.5)
[2]
46 (25.7)
[3]
[24] array · 4 items
[0]
T4
[1]
60 (42.6)
[2]
54 (30.2)
[3]
[25] array · 4 items
[0]
Clinical stage (%)
[1]
[2]
[3]
0.066
[26] array · 4 items
[0]
Stage I
[1]
1 (0.7)
[2]
10 (5.6)
[3]
[27] array · 4 items
[0]
Stage II
[1]
31 (22.0)
[2]
47 (26.3)
[3]
[28] array · 4 items
[0]
Stage III
[1]
32 (22.7)
[2]
36 (20.1)
[3]
[29] array · 4 items
[0]
Stage IV
[1]
77 (54.6)
[2]
86 (48.0)
[3]
[30] array · 4 items
[0]
OS=1 (%)
[1]
81 (56.2)
[2]
69 (37.1)
[3]
0.001
[31] array · 4 items
[0]
DSS=1 (%)
[1]
45 (33.6)
[2]
47 (26.3)
[3]
0.170
[32] array · 4 items
[0]
DFI=1 (%)
[1]
10 (29.4)
[2]
13 (21.3)
[3]
0.456
[33] array · 4 items
[0]
PFI=1 (%)
[1]
64 (44.4)
[2]
70 (37.6)
[3]
0.216
locator
section[21]/table-wrap[1]#t1-medscimonit-27-e931238
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Comparision of clinical phenotypes in diffient groups.
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PMC8259352
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28
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Supplementary Materials
row_count
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Supplementary Table 1
caption
Comparision of clinical phenotypes in diffient groups.
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[2]
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[3]
p
[1] array · 3 items
[0]
n
[1]
144
[2]
186
[2] array · 4 items
[0]
Anatomic neoplasm subdivision (%)
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[2]
[3]
NA
[3] array · 4 items
[0]
Alveolar ridge
[1]
6 (4.2)
[2]
12 (6.5)
[3]
[4] array · 4 items
[0]
Base of tongue
[1]
11 (7.6)
[2]
12 (6.5)
[3]
[5] array · 4 items
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Buccal mucosa
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9 (6.2)
[2]
13 (7.0)
[3]
[6] array · 4 items
[0]
Floor of mouth
[1]
33 (22.9)
[2]
27 (14.5)
[3]
[7] array · 4 items
[0]
Hard Palate
[1]
4 (2.8)
[2]
3 (1.6)
[3]
[8] array · 4 items
[0]
Lip
[1]
1 (0.7)
[2]
2 (1.1)
[3]
[9] array · 4 items
[0]
Oral cavity
[1]
38 (26.4)
[2]
34 (18.3)
[3]
[10] array · 4 items
[0]
Oral tongue
[1]
42 (29.2)
[2]
83 (44.6)
[3]
[11] array · 4 items
[0]
Clinical M (%)
[1]
[2]
[3]
0.709
[12] array · 4 items
[0]
M0
[1]
138 (95.8)
[2]
173 (94.5)
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[13] array · 4 items
[0]
M1
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0 (0.0)
[2]
2 (1.1)
[3]
[14] array · 4 items
[0]
MX
[1]
6 (4.2)
[2]
8 (4.4)
[3]
[15] array · 4 items
[0]
Clinical N (%)
[1]
[2]
[3]
0.800
[16] array · 4 items
[0]
N0
[1]
73 (52.1)
[2]
94 (53.4)
[3]
[17] array · 4 items
[0]
N1
[1]
24 (17.1)
[2]
34 (19.3)
[3]
[18] array · 4 items
[0]
N2
[1]
41 (29.3)
[2]
47 (26.7)
[3]
[19] array · 4 items
[0]
N3
[1]
2 (1.4)
[2]
1 (0.6)
[3]
[20] array · 4 items
[0]
Clinical T (%)
[1]
[2]
[3]
0.028
[21] array · 4 items
[0]
T1
[1]
4 (2.8)
[2]
16 (8.9)
[3]
[22] array · 4 items
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T2
[1]
41 (29.1)
[2]
63 (35.2)
[3]
[23] array · 4 items
[0]
T3
[1]
36 (25.5)
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46 (25.7)
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[24] array · 4 items
[0]
T4
[1]
60 (42.6)
[2]
54 (30.2)
[3]
[25] array · 4 items
[0]
Clinical stage (%)
[1]
[2]
[3]
0.066
[26] array · 4 items
[0]
Stage I
[1]
1 (0.7)
[2]
10 (5.6)
[3]
[27] array · 4 items
[0]
Stage II
[1]
31 (22.0)
[2]
47 (26.3)
[3]
[28] array · 4 items
[0]
Stage III
[1]
32 (22.7)
[2]
36 (20.1)
[3]
[29] array · 4 items
[0]
Stage IV
[1]
77 (54.6)
[2]
86 (48.0)
[3]
[30] array · 4 items
[0]
OS=1 (%)
[1]
81 (56.2)
[2]
69 (37.1)
[3]
0.001
[31] array · 4 items
[0]
DSS=1 (%)
[1]
45 (33.6)
[2]
47 (26.3)
[3]
0.170
[32] array · 4 items
[0]
DFI=1 (%)
[1]
10 (29.4)
[2]
13 (21.3)
[3]
0.456
[33] array · 4 items
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PFI=1 (%)
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64 (44.4)
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70 (37.6)
[3]
0.216
locator
section[28]/table-wrap[1]#db_ds_table-wrap1_reqid_
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[2]
asset:data:geo:GSE30784 not downloaded
[3]
asset:data:geo:GSE30784 licence not read
[4]
asset:data:geo:GSE41613 not downloaded
[5]
asset:data:geo:GSE41613 licence not read
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partial
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correlation_analysis
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pearson
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Correlation analysis
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pearson_r
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paired_numeric_columns
evidence object · 3 fields
score
1
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verbatim
quote
With the criteria set as |logFC| >2 and P value <0.05, 23 differential miRNAs were included in the Pearson correlation analysis of the relationship between miRNA and MFAP4 in both the high- and low-MFAP4 expression groups.
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group_comparison
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wilcoxon
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Group comparison
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group_comparison_wilcoxon
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false
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two_or_more_groups_continuous
evidence object · 3 fields
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high
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Wilcoxon
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gaps array · 1 item
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method.reader_differs_from_extractor
capability object · 3 fields
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complete
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capability:computational_analysis
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meta_analysis
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machine_learning
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survival_analysis
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statistical_regression
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pca
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molecular_docking
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network_analysis
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differential_expression
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gwas
candidate
Automated Assays Laravel application and simulated adapters
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readiness object · 8 fields
state
complete
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R1
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nothing:replicable_now
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method object · 5 fields
tier
R1
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true
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[0]
pearson_r
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: pearson.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
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
tier
R1
reachable
true
accessions array · 3 items
[0]
GSE25099
[1]
GSE30784
[2]
GSE41613
resolved_accessions array · 3 items
[0]
GSE25099
[1]
GSE30784
[2]
GSE41613
statements array · 1 item
[0]
The data of this study are from the GEO and TCGA databases.
basis
The paper names GSE25099, GSE30784, GSE41613 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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pearson_r
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source:pmid:34210950
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data:geo:GSE25099
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asset:table:pmid:34210950:2
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[0]
run_analysis
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data:geo:GSE25099
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review object · 5 fields
state
partial
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kind
extraction_review
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model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-10-31T18:31:54Z
independence
single_reader
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method
verbatim
availability
verbatim
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3
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33149
completion_tokens
2674
cached_tokens
784
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[0] object · 4 fields
id
extraction
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complete
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MiniMax-M3.1-Flash
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minimax
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review.independent_reader
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review.machine_critique
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review.human_critique
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absent
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not_run
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pmid:34210950
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paper
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pmid:34210950
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source:pmid:34210950
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manuscript
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PMID 34210950 full text
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data:geo:GSE25099
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GEO GSE25099
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pmid:34210950
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PMID 34210950 full text
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data:geo:GSE25099
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GEO GSE25099
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agent:corpus-assay-engine
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activity-read-34210950
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extraction
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agent:minimax-reader
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activity-resolve-GSE25099
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agent:corpus-assay-engine
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agent:corpus-assay-engine
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agent:minimax-reader
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pmid:34210950
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sha256:34cc2ac8e33ded0bdfbccc669d14aed1228743a3aae73f9758ea8c891dc8d082
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null
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asset:data:geo:GSE25099 licence not read
[1]
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asset:data:geo:GSE30784 licence not read
[3]
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[5]
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method.reader_differs_from_extractor
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f2132e96ae6c7a4e
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dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
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With the criteria set as |logFC| >2 and P value <0.05, 23 differential miRNAs were included in the Pearson correlation analysis of the relationship between miRNA and MFAP4 in both the high- and low-MFAP4 expression groups.
order_basis
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:34210950", "kind": "science-record", "revision": 7, "content_hash": "sha256:d0a4ecc267ad85611706294928badbd888506f2f0946394c94544d0dc01add12", "created_at": "2026-11-01T15:41:41Z", "updated_at": "2026-11-01T22:04:06Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Exploration of the Important Role of Microfibril-Associated Protein 4 Gene in Oral Squamous Cell Carcinoma.", "doi": "10.12659/MSM.931238", "pmid": "34210950", "authors": ["Ying Han", "Kun Xia", "Tong Su"], "journal": "Medical science monitor : international medical journal of experimental and clinical research", "year": 2021, "abstract": "BACKGROUND Oral squamous cell carcinoma (OSCC) is a common tumor of the head and neck. Its treatment usually requires multiple modalities. Currently, there are no molecular biomarkers to guide these treatment strategies. Studies have shown that microfibril-associated protein 4 (MFAP4) is potentially useful for non-invasive assessment of various diseases; however, its biological function in tumors is still unknown. In this study, we propose that MFAP4 is a new prognostic target for OSCC. MATERIAL AND METHODS First, we collected OSCC data (GSE25099 and GSE30784 datasets) from the Gene Expression Omnibus (GEO) database and compared the differential expression of MFAP4 gene between the patients (tumor) and normal (control) groups. The comparison was done with University of California Santa Cruz Xena (https://xenabrowser.net/Datapages/), and we calculated the difference in MFAP4 gene expression between normal and tumor tissues in a pan-cancer analysis. Then, we compared the 2 groups with high and low expression of MFAP4 gene in terms of tumor mutation burden (TMB), miRNA regulation, and immune cell infiltration. RESULTS We found that the expression of MFAP4 gene was significantly decreased in tumors. Our research also showed that high expression of MFAP4 was related to better prognosis of patients and may be related to tumor gene mutation, miRNA regulation, and infiltration of different immune cells. CONCLUSIONS Our work provides evidence that expression of MFAP4 can be used as a prognostic biomarker for risk stratification of OSCC patients and elaborates on its relation with the regulation of TMB, miRNAs, and immune cell infiltration.", "claims": [{"id": "claim-method", "statement": "With the criteria set as |logFC| >2 and P value <0.05, 23 differential miRNAs were included in the Pearson correlation analysis of the relationship between miRNA and MFAP4 in both the high- and low-MFAP4 expression groups.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34210950", "locator": "sections[16] \"Identification of miRNAs Related to MFAP4\" paragraph 2", "quote": "With the criteria set as |logFC| >2 and P value <0.05, 23 differential miRNAs were included in the Pearson correlation analysis of the relationship between miRNA and MFAP4 in both the high- and low-MFAP4 expression groups."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The data of this study are from the GEO and TCGA databases.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34210950", "locator": "sections[24] \"Footnotes\" paragraph 2", "quote": "The data of this study are from the GEO and TCGA databases."}], "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:34210950"], "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. 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