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pmid:28841898

Heavy alcohol drinking downregulates ALDH2 gene expression but heavy smoking up-regulates SOD2 gene expression in head and neck squamous cell carcinoma.

Dong Jin Lee · Hyung Min Lee · Jin Hwan Kim · Ii Seok Park · Young Soo Rho

World journal of surgical oncology · 2017 doi:10.1186/s12957-017-1225-1

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Experiment

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title
Heavy alcohol drinking downregulates ALDH2 gene expression but heavy smoking up-regulates SOD2 gene expression in head and neck squamous cell carcinoma.
doi
10.1186/s12957-017-1225-1
pmid
28841898
authors array · 5 items
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Dong Jin Lee
[1]
Hyung Min Lee
[2]
Jin Hwan Kim
[3]
Ii Seok Park
[4]
Young Soo Rho
journal
World journal of surgical oncology
year
2017
abstract
BACKGROUND: This study aims to determine the relationship between expression levels of ALDH2 and SOD2 genes and clinical parameters such as alcohol drinking, tobacco smoking, primary site of HNSCC, and human papilloma virus (HPV) state. METHODS: Gene expression data were obtained from gene expression omnibus (GEO accession number: GSE65858). Clinical data (N = 270) including survival result, gender, age, TNM stage, primary site of HNSCC, HPV status, alcohol drinking, and tobacco smoking habit were analyzed according to gene expression pattern. RESULTS: ALDH2 gene was expressed in low levels in patients with heavy alcohol consumption. It was expressed in high (p = 0.01) levels in patients with no or light alcohol consumption. ALDH2 gene was also expressed in low levels in patients with oral cavity cancers or hypopharynx cancers. However, ALDH2 gene was expressed in high (p = 0.03) levels in patients with oropharyngeal cancers or laryngeal cancers. HPV-positive patients were found to have high (p = 0.02) expression levels of ALDH2. SOD2 gene was expressed in high (p = 0.005) levels in patients who had greater mean pack-year of tobacco smoking. Based on log rank test, the group of patients with high expression of ALDH2 showed better (p = 0.002) clinical results than those with low expression of ALDH2. Difference of survival results between ALDH2 high-expressed group and ALDH2 low-expressed group was validated in another cohort (GSE39368, N = 138). CONCLUSIONS: Heavy alcohol drinking downregulates ALDH2 gene expression level. Heavy smoking up-regulates SOD2 gene expression level in patients with head and neck squamous cell carcinoma. The group of patients with low expression levels of ALDH2 showed significantly poorer survival results compared to those with high expression levels of ALDH2.
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Gene expression data (mRNA-seq) and clinical data of 270 head and neck squamous cell carcinomas (HNSCCs) were obtained from gene expression omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE65858). Also, clinical data of 183 HNSCCs were obtained from GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE39368) as a validation cohort.
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Gene expression data (mRNA-seq) and clinical data of 270 head and neck squamous cell carcinomas (HNSCCs) were obtained from gene expression omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE65858). Also, clinical data of 183 HNSCCs were obtained from GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE39368) as a validation cohort.
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Using GEO gene-expression data from GSE65858 and Kaplan–Meier plots with log-rank tests, the study found that high ALDH2 expression was associated with better overall survival in HNSCC, whereas SOD2 expression was not significantly associated with survival.
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Gene expression data were obtained from gene expression omnibus (GEO accession number: GSE65858).
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The association of each group with overall survival was evaluated using Kaplan-Meier plots and log rank test.
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ALDH2 high-expression group showed better survival results compared to the ALDH2 low-expression group (Fig. 3a).
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However, the survival results of SOD2 high-expression group were not significantly different from those of SOD2 low-expression group (Fig. 3b).
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Using GEO gene-expression data from GSE65858 and Kaplan–Meier plots with log-rank tests, the study found that high ALDH2 expression was associated with better overall survival in HNSCC, whereas SOD2 expression was not significantly associated with survival.
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[158]
GSM1607842
[159]
GSM1607843
[160]
GSM1607844
[161]
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[162]
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[163]
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[164]
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[170]
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[171]
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[172]
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[173]
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[174]
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[175]
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[176]
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[177]
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[178]
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[179]
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[180]
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[181]
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[182]
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[183]
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[184]
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[185]
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[186]
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[187]
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[188]
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[189]
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[190]
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[191]
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[192]
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[193]
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[194]
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[195]
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[196]
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[197]
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[198]
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[199]
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[200]
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[201]
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[202]
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[203]
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[204]
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[205]
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[206]
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[207]
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[208]
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[209]
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[210]
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[211]
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[212]
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[213]
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[214]
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[215]
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[216]
GSM1607900
[217]
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[218]
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[219]
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[220]
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[221]
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[222]
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[223]
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[224]
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[225]
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[226]
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[227]
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[228]
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[229]
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[230]
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[231]
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[232]
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[233]
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[234]
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[235]
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[236]
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[237]
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[238]
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[239]
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[240]
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[241]
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[242]
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[243]
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[244]
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[245]
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[246]
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[247]
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[248]
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[249]
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[250]
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[251]
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[252]
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[253]
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[254]
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[255]
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[256]
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[257]
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[258]
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[259]
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[260]
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[262]
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[263]
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[264]
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[265]
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[266]
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[267]
GSM1607951
[268]
GSM1607952
[269]
GSM1607953
sample_count
270
group_sizes
null
group_sizes_basis
null
platform
10558
taxon
Homo sapiens
title
Gene expression patterns and TP53 mutations are associated with HPV RNA status, lymph node metastasis, and survival in head and neck cancer
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 16 fields
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asset:table:pmid:28841898:1
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jats-table
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application/vnd.jats.table+json
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null
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sha256:087a145c60de943144796ab8f0daa7cf573a81a0c1689944840026f4d02f7b07
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read_table
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null
note
Statistical analysis of clinical variables according to ALDH2 and SOD2 expression level
structure object · 5 fields
pmcid
PMC6389042
section_index
3
section_title
Gene expression data and clinical information
row_count
17
column_count
8
table object · 8 fields
label
Table 1
caption
Statistical analysis of clinical variables according to ALDH2 and SOD2 expression level
rows array · 17 items
[0] array · 8 items
[0]
[1]
[2]
ALDH2 high
[3]
ALDH2 low
[4]
p value
[5]
SOD2 high
[6]
SOD2 low
[7]
p value
[1] array · 8 items
[0]
Age
[1]
Mean
[2]
60.3
[3]
59.8
[4]
0.74
[5]
60.3
[6]
59.7
[7]
0.65
[2] array · 8 items
[0]
Gender
[1]
Male
[2]
123
[3]
100
[4]
0.50
[5]
135
[6]
88
[7]
0.44
[3] array · 7 items
[0]
Female
[1]
29
[2]
18
[3]
[4]
25
[5]
22
[6]
[4] array · 8 items
[0]
Smoking
[1]
Mean pack-year
[2]
29.4
[3]
32.6
[4]
0.28
[5]
34.3
[6]
25.9
[7]
*0.005
[5] array · 8 items
[0]
Alcohol amount
[1]
Heavy
[2]
44
[3]
48
[4]
*0.01
[5]
16
[6]
15
[7]
0.15
[6] array · 7 items
[0]
Moderate
[1]
30
[2]
33
[3]
[4]
43
[5]
41
[6]
[7] array · 7 items
[0]
Light
[1]
57
[2]
27
[3]
[4]
41
[5]
22
[6]
[8] array · 7 items
[0]
None
[1]
21
[2]
10
[3]
[4]
60
[5]
32
[6]
[9] array · 8 items
[0]
Stage
[1]
I–II
[2]
35
[3]
20
[4]
0.28
[5]
36
[6]
19
[7]
0.37
[10] array · 7 items
[0]
III–IV
[1]
117
[2]
98
[3]
[4]
124
[5]
91
[6]
[11] array · 8 items
[0]
Primary site
[1]
Oral cavity
[2]
37
[3]
46
[4]
*0.03
[5]
47
[6]
36
[7]
0.94
[12] array · 7 items
[0]
Oropharynx
[1]
65
[2]
37
[3]
[4]
62
[5]
40
[6]
[13] array · 7 items
[0]
Larynx
[1]
30
[2]
18
[3]
[4]
29
[5]
19
[6]
[14] array · 7 items
[0]
Hypopharynx
[1]
16
[2]
17
[3]
[4]
20
[5]
13
[6]
[15] array · 8 items
[0]
HPV
[1]
Positive
[2]
42
[3]
18
[4]
*0.02
[5]
34
[6]
26
[7]
0.77
[16] array · 7 items
[0]
Negative
[1]
109
[2]
100
[3]
[4]
125
[5]
84
[6]
locator
section[3]/table-wrap[1]#Tab1
[4] object · 16 fields
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asset:table:pmid:28841898:2
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table
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jats-table
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application/vnd.jats.table+json
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null
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sha256:961a1d70b68adb0b786fa6a9377a73d328c385f03a4482a055ad61ab9492cddd
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open
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verified
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read_table
reader_status
available
identifier
section[13]/table-wrap[1]#Tab2
version
null
note
Altered canonical pathways in each group
structure object · 5 fields
pmcid
PMC6389042
section_index
7
section_title
Significant canonical signaling pathways enriched in each group
row_count
14
column_count
5
table object · 8 fields
label
Table 2
caption
Altered canonical pathways in each group
rows array · 14 items
[0] array · 5 items
[0]
[1]
-Log (p value)
[2]
Ratio
[3]
z-score
[4]
Molecules
[1] array · 5 items
[0]
Altered pathways in ALDH2 high-expressed group
[1]
[2]
[3]
[4]
[2] array · 5 items
[0]
Role of NFAT in regulation of the immune response
[1]
4.82E00
[2]
2.34E−01
[3]
3.157
[4]
BLNK,CD247,RAF1,HLA-DOA,CD3E,CD4,GNA11,FCER1A,HLA-DQA1
[3] array · 5 items
[0]
Cdc42 signaling
[1]
3E00
[2]
2.04E−01
[3]
−2.828
[4]
CD247,RAF1,HLA-DOA,MAP3K11,CD3E,ARPC1B,HLA-DQA1,CDC42EP2
[4] array · 5 items
[0]
Lymphotoxin β receptor signaling
[1]
1.32E00
[2]
2.04E−01
[3]
2.714
[4]
IKBKB,MAP3K14,VCAM1,AKT1,CASP9,LTA,PIK3CG,LTB,IKBKE,PIK3CB
[5] array · 5 items
[0]
RhoA signaling
[1]
4.37E−01
[2]
1.31E−01
[3]
−2.309
[4]
NEDD4,CFL1,NRP2,ARPC1B,ANLN,GNA12,RTKN
[6] array · 5 items
[0]
Intrinsic prothrombin activation pathway
[1]
5.98E−01
[2]
1.72E−01
[3]
−2.236
[4]
COL1A2,COL1A1,COL5A3,COL10A1,COL3A1
[7] array · 5 items
[0]
Altered pathways in SOD2 high-expressed group
[1]
[2]
[3]
[4]
[8] array · 5 items
[0]
TREM1 signaling
[1]
8.12E00
[2]
2.27E−01
[3]
3.638
[4]
RELA,CXCL8,TREM1,NLRP3,PLCG1,IL6,CCL3,NOD2,CCL2,CASP1
[9] array · 5 items
[0]
PPAR signaling
[1]
3.95E00
[2]
1.4E−01
[3]
−3.606
[4]
RELA,IL36G,IL1A,NRAS,RRAS2,NFKBIA,HSP90AB1,PPARD,IL1B
[10] array · 5 items
[0]
PI3K/AKT signaling
[1]
3.78E00
[2]
1.22E−01
[3]
2.324
[4]
TSC1,RELA,NRAS,YWHAH,PIK3R1,MAP3K5,ITGA3,NFKBIA,RRAS2
[11] array · 5 items
[0]
Protein kinase A signaling
[1]
3.16E00
[2]
7.77E−02
[3]
−2.294
[4]
RELA,YWHAH,PDE7A,PTPN2,ANAPC10,PTPN12,GNG7,PHKA2,GNB3
[12] array · 5 items
[0]
TNFR1 signaling
[1]
1.83E00
[2]
1.22E−01
[3]
2.236
[4]
RELA,NFKBIA,TNFAIP3,NFKBIB,TNF,CASP7
[13] array · 5 items
[0]
IL-1 signaling
[1]
3.45E00
[2]
1.32E−01
[3]
2.121
[4]
RELA,IL1A,GNB3,NFKBIA,GNA15,GNB2,ADCY6,IRAK3,NFKBIB,GNG5
locator
section[13]/table-wrap[1]#Tab2
[5] object · 16 fields
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asset:table:pmid:28841898:3
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table
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jats-table
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application/vnd.jats.table+json
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null
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sha256:961a1d70b68adb0b786fa6a9377a73d328c385f03a4482a055ad61ab9492cddd
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1612
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open
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verified
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read_table
reader_status
available
identifier
section[13]/table-wrap[1]#Tab2
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null
note
Altered canonical pathways in each group
structure object · 5 fields
pmcid
PMC6389042
section_index
13
section_title
Significant canonical signaling pathways enriched in each group
row_count
14
column_count
5
table object · 8 fields
label
Table 2
caption
Altered canonical pathways in each group
rows array · 14 items
[0] array · 5 items
[0]
[1]
-Log (p value)
[2]
Ratio
[3]
z-score
[4]
Molecules
[1] array · 5 items
[0]
Altered pathways in ALDH2 high-expressed group
[1]
[2]
[3]
[4]
[2] array · 5 items
[0]
Role of NFAT in regulation of the immune response
[1]
4.82E00
[2]
2.34E−01
[3]
3.157
[4]
BLNK,CD247,RAF1,HLA-DOA,CD3E,CD4,GNA11,FCER1A,HLA-DQA1
[3] array · 5 items
[0]
Cdc42 signaling
[1]
3E00
[2]
2.04E−01
[3]
−2.828
[4]
CD247,RAF1,HLA-DOA,MAP3K11,CD3E,ARPC1B,HLA-DQA1,CDC42EP2
[4] array · 5 items
[0]
Lymphotoxin β receptor signaling
[1]
1.32E00
[2]
2.04E−01
[3]
2.714
[4]
IKBKB,MAP3K14,VCAM1,AKT1,CASP9,LTA,PIK3CG,LTB,IKBKE,PIK3CB
[5] array · 5 items
[0]
RhoA signaling
[1]
4.37E−01
[2]
1.31E−01
[3]
−2.309
[4]
NEDD4,CFL1,NRP2,ARPC1B,ANLN,GNA12,RTKN
[6] array · 5 items
[0]
Intrinsic prothrombin activation pathway
[1]
5.98E−01
[2]
1.72E−01
[3]
−2.236
[4]
COL1A2,COL1A1,COL5A3,COL10A1,COL3A1
[7] array · 5 items
[0]
Altered pathways in SOD2 high-expressed group
[1]
[2]
[3]
[4]
[8] array · 5 items
[0]
TREM1 signaling
[1]
8.12E00
[2]
2.27E−01
[3]
3.638
[4]
RELA,CXCL8,TREM1,NLRP3,PLCG1,IL6,CCL3,NOD2,CCL2,CASP1
[9] array · 5 items
[0]
PPAR signaling
[1]
3.95E00
[2]
1.4E−01
[3]
−3.606
[4]
RELA,IL36G,IL1A,NRAS,RRAS2,NFKBIA,HSP90AB1,PPARD,IL1B
[10] array · 5 items
[0]
PI3K/AKT signaling
[1]
3.78E00
[2]
1.22E−01
[3]
2.324
[4]
TSC1,RELA,NRAS,YWHAH,PIK3R1,MAP3K5,ITGA3,NFKBIA,RRAS2
[11] array · 5 items
[0]
Protein kinase A signaling
[1]
3.16E00
[2]
7.77E−02
[3]
−2.294
[4]
RELA,YWHAH,PDE7A,PTPN2,ANAPC10,PTPN12,GNG7,PHKA2,GNB3
[12] array · 5 items
[0]
TNFR1 signaling
[1]
1.83E00
[2]
1.22E−01
[3]
2.236
[4]
RELA,NFKBIA,TNFAIP3,NFKBIB,TNF,CASP7
[13] array · 5 items
[0]
IL-1 signaling
[1]
3.45E00
[2]
1.32E−01
[3]
2.121
[4]
RELA,IL1A,GNB3,NFKBIA,GNA15,GNB2,ADCY6,IRAK3,NFKBIB,GNG5
locator
section[13]/table-wrap[1]#Tab2
gaps array · 4 items
[0]
asset:data:geo:GSE39368 not downloaded
[1]
asset:data:geo:GSE39368 licence not read
[2]
asset:data:geo:GSE65858 not downloaded
[3]
asset:data:geo:GSE65858 licence not read
analysis object · 4 fields
state
partial
methods array · 2 items
[0] object · 10 fields
id
method-1
family
contingency_analysis
specific
chi_square
label
Categorical (contingency table) analysis
dsl_operations array · 1 item
[0]
chi_square_test
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
categorical_cross_tabulation
evidence object · 3 fields
score
1
band
reordered
quote
“Qui-square test were performed for all other statistical analysis.”
[1] object · 10 fields
id
method-2
family
survival_analysis
specific
log_rank_test
label
Survival analysis
dsl_operations array · 1 item
[0]
logrank_test
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
time_to_event_with_censoring
evidence object · 3 fields
score
0.7
band
medium
quote
log rank
targets array · 0 items
gaps array · 1 item
[0]
method.reader_differs_from_extractor
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
true
required_operations array · 1 item
[0]
chi_square_test
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: chi_square.
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
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[0]
GSE65858
[1]
GSE39368
resolved_accessions array · 2 items
[0]
GSE65858
[1]
GSE39368
statements array · 1 item
[0]
Gene expression data (mRNA-seq) and clinical data of 270 head and neck squamous cell carcinomas (HNSCCs) were obtained from gene expression omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE65858). Also, clinical data of 183 HNSCCs were obtained from GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE39368) as a validation cohort.
basis
The paper names GSE65858, GSE39368 in Gene expression omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 1 item
[0]
chi_square_test
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[0]
source:pmid:28841898
[1]
data:geo:GSE39368
[2]
asset:table:pmid:28841898:1
[3]
asset:table:pmid:28841898:2
[4]
asset:table:pmid:28841898:3
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[0]
run_analysis
must_build object · 5 fields
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[0]
data:geo:GSE39368
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partial
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extraction_review
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MiniMax-M3.1-Flash
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minimax
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minimax
read_at
2026-10-31T18:31:55Z
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same_provider
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reordered
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verbatim
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8
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46878
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1824
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extraction
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minimax
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review.human_critique
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pmid:28841898
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pmid:28841898
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source:pmid:28841898
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PMID 28841898 full text
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data:geo:GSE39368
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dataset
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GEO GSE39368
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activity-reading-sci-2026-11-01
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classification
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pmid:28841898
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pmid:28841898
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source:pmid:28841898
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PMID 28841898 full text
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data:geo:GSE39368
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GEO GSE39368
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agent:corpus-assay-engine
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source:pmid:28841898
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agent:minimax-reader
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data:geo:GSE39368
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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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MiniMax literature reader
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snapshot_id
ba34b49490d9bfaf
lineage object · 4 fields
parent_id
pmid:28841898
parent_hash
sha256:0789919722e284f3c255056e8425684be21d595a9b16a1e956e7187b5adbae37
fork_of
null
gaps array · 9 items
[0]
asset:data:geo:GSE39368 licence not read
[1]
asset:data:geo:GSE39368 not downloaded
[2]
asset:data:geo:GSE65858 licence not read
[3]
asset:data:geo:GSE65858 not downloaded
[4]
execution.not_run
[5]
method.reader_differs_from_extractor
[6]
review.human_critique
[7]
review.independent_reader
[8]
review.machine_critique
assays array · 1 item
[0] object · 11 fields
role
analysis
definition_id
contingency_analysis
definition_version
f2132e96ae6c7a4e
required_operations array · 1 item
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chi_square_test
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
“Qui-square test were performed for all other statistical analysis.”
order_basis
analysis_only
id
assay:1
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:28841898", "kind": "science-record", "revision": 4, "content_hash": "sha256:13166caf2db086961578bd6a23e6f0131a3a9053c5636b663675e38a1f069b1f", "created_at": "2026-11-01T15:40:28Z", "updated_at": "2026-11-01T21:21:02Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Heavy alcohol drinking downregulates ALDH2 gene expression but heavy smoking up-regulates SOD2 gene expression in head and neck squamous cell carcinoma.", "doi": "10.1186/s12957-017-1225-1", "pmid": "28841898", "authors": ["Dong Jin Lee", "Hyung Min Lee", "Jin Hwan Kim", "Ii Seok Park", "Young Soo Rho"], "journal": "World journal of surgical oncology", "year": 2017, "abstract": "BACKGROUND: This study aims to determine the relationship between expression levels of ALDH2 and SOD2 genes and clinical parameters such as alcohol drinking, tobacco smoking, primary site of HNSCC, and human papilloma virus (HPV) state.\nMETHODS: Gene expression data were obtained from gene expression omnibus (GEO accession number: GSE65858). Clinical data (N = 270) including survival result, gender, age, TNM stage, primary site of HNSCC, HPV status, alcohol drinking, and tobacco smoking habit were analyzed according to gene expression pattern.\nRESULTS: ALDH2 gene was expressed in low levels in patients with heavy alcohol consumption. It was expressed in high (p = 0.01) levels in patients with no or light alcohol consumption. ALDH2 gene was also expressed in low levels in patients with oral cavity cancers or hypopharynx cancers. However, ALDH2 gene was expressed in high (p = 0.03) levels in patients with oropharyngeal cancers or laryngeal cancers. HPV-positive patients were found to have high (p = 0.02) expression levels of ALDH2. SOD2 gene was expressed in high (p = 0.005) levels in patients who had greater mean pack-year of tobacco smoking. Based on log rank test, the group of patients with high expression of ALDH2 showed better (p = 0.002) clinical results than those with low expression of ALDH2. Difference of survival results between ALDH2 high-expressed group and ALDH2 low-expressed group was validated in another cohort (GSE39368, N = 138).\nCONCLUSIONS: Heavy alcohol drinking downregulates ALDH2 gene expression level. Heavy smoking up-regulates SOD2 gene expression level in patients with head and neck squamous cell carcinoma. The group of patients with low expression levels of ALDH2 showed significantly poorer survival results compared to those with high expression levels of ALDH2.", "claims": [{"id": "claim-data-access", "statement": "Gene expression data (mRNA-seq) and clinical data of 270 head and neck squamous cell carcinomas (HNSCCs) were obtained from gene expression omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE65858). Also, clinical data of 183 HNSCCs were obtained from GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE39368) as a validation cohort.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:28841898", "locator": "sections[17] \"ack\" paragraph 1", "quote": "Gene expression data (mRNA-seq) and clinical data of 270 head and neck squamous cell carcinomas (HNSCCs) were obtained from gene expression omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE65858). Also, clinical data of 183 HNSCCs were obtained from GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE39368) as a validation cohort."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Using GEO gene-expression data from GSE65858 and Kaplan–Meier plots with log-rank tests, the study found that high ALDH2 expression was associated with better overall survival in HNSCC, whereas SOD2 expression was not significantly associated with survival.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:28841898", "locator": "sections[0] \"Abstract\" paragraph 2", "quote": "Gene expression data were obtained from gene expression omnibus (GEO accession number: GSE65858)."}, {"asset": "source:pmid:28841898", "locator": "sections[6] \"Survival analysis\" paragraph 2", "quote": "The association of each group with overall survival was evaluated using Kaplan-Meier plots and log rank test."}, {"asset": "source:pmid:28841898", "locator": "sections[12] \"Survival analysis\" paragraph 2", "quote": "ALDH2 high-expression group showed better survival results compared to the ALDH2 low-expression group (Fig. 3a)."}, {"asset": "source:pmid:28841898", "locator": "sections[12] \"Survival analysis\" paragraph 2", "quote": "However, the survival results of SOD2 high-expression group were not significantly different from those of SOD2 low-expression group (Fig. 3b)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "Using GEO gene-expression data from GSE65858 and Kaplan–Meier plots with log-rank tests, the study found that high ALDH2 expression was associated with better overall survival in HNSCC, whereas SOD2 expression was not significantly associated with survival.", "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:28841898"], "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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5}, "table": {"label": "Table 2", "caption": "Altered canonical pathways in each group", "rows": [["", "-Log (p value)", "Ratio", "z-score", "Molecules"], ["Altered pathways in ALDH2 high-expressed group", "", "", "", ""], ["Role of NFAT in regulation of the immune response", "4.82E00", "2.34E−01", "3.157", "BLNK,CD247,RAF1,HLA-DOA,CD3E,CD4,GNA11,FCER1A,HLA-DQA1"], ["Cdc42 signaling", "3E00", "2.04E−01", "−2.828", "CD247,RAF1,HLA-DOA,MAP3K11,CD3E,ARPC1B,HLA-DQA1,CDC42EP2"], ["Lymphotoxin β receptor signaling", "1.32E00", "2.04E−01", "2.714", "IKBKB,MAP3K14,VCAM1,AKT1,CASP9,LTA,PIK3CG,LTB,IKBKE,PIK3CB"], ["RhoA signaling", "4.37E−01", "1.31E−01", "−2.309", "NEDD4,CFL1,NRP2,ARPC1B,ANLN,GNA12,RTKN"], ["Intrinsic prothrombin activation pathway", "5.98E−01", "1.72E−01", "−2.236", "COL1A2,COL1A1,COL5A3,COL10A1,COL3A1"], ["Altered pathways in SOD2 high-expressed group", "", "", "", ""], ["TREM1 signaling", "8.12E00", "2.27E−01", "3.638", 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