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pmid:31088409

High expression of MMP19 is associated with poor prognosis in patients with colorectal cancer.

Zaiping Chen · Guiyang Wu · Fubo Ye · Guoping Chen · Qinghao Fan · Hao Dong · Xiongwen Zhu · Chongshan Wu

BMC cancer · 2019 doi:10.1186/s12885-019-5673-6

Paper

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Data

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pmid:31088409
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2026-11-01T15:40:45Z
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2026-11-01T21:22:11Z
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title
High expression of MMP19 is associated with poor prognosis in patients with colorectal cancer.
doi
10.1186/s12885-019-5673-6
pmid
31088409
authors array · 8 items
[0]
Zaiping Chen
[1]
Guiyang Wu
[2]
Fubo Ye
[3]
Guoping Chen
[4]
Qinghao Fan
[5]
Hao Dong
[6]
Xiongwen Zhu
[7]
Chongshan Wu
journal
BMC cancer
year
2019
abstract
BACKGROUND: Matrix metalloproteinase 19 (MMP19) is a member of zinc-dependent endopeptidases, which have been involved in various physiological and pathological processes. Its expression has been demonstrated in some types of cancers, but the clinical significance of MMP19 in colorectal cancer (CRC) has not been reported. Thus, we aimed to analyze the clinical significance of MMP19 in CRC in present study. METHODS: The expression of MMP19 was first explored in The Cancer Genome Atlas (TCGA) cohort, and then validated in the GSE39582 cohort and our own database. Clinicopathological features and survival rate were also investigated. RESULTS: MMP19 was found to be a predictor for overall survival (OS) in both univariate (hazard ratio [HR]: 1.449, 95% confidence interval [CI]: 1.108-1.893, P = 0.007) and multivariate survival analyses (HR: 1.401, 95% CI: 1.036-1.894, P = 0.028) in the TCGA database. MMP19 was further validated as an independent factor for recurrence free survival in the GSE39582 database by both univariate analysis (HR: 2.061, 95%CI: 1.454-2.921, P < 0.001) and multivariate analysis (HR = 1.470, 95% CI: 1.025-2.215, P = 0.032). In an in-house cohort, MMP19 was significantly upregulated in CRC tissues when compared with their adjacent normal controls (P < 0.001). Ectopic MMP19 expression was positively associated with lymph node metastases (P = 0.029), intramural vascular invasion (P = 0.015) and serum carcinoembryonic antigen levels (P = 0.045). High MMP19 expression correlated with a shorter OS (HR = 5.595; 95% CI: 2.573-12.164; P < 0.001) and disease free survival (HR = 4.699; 95% CI: 2.461-8.974; P < 0.001) in multivariate cox regression analysis. CONCLUSIONS: Expression of MMP19 was upregulated in CRC. High expression of MMP19 was determined to be an independent and poor prognostic factor in CRC. These results suggest that MMP19 may be a good biomarker for CRC.
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Survival analysis were compared using the univariate and multivariate Cox proportional hazard model among different MMP19 mRNA expression levels in the TCGA and GSE39582 database.
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sections[8] "Statistical analysis" paragraph 2
quote
Survival analysis were compared using the univariate and multivariate Cox proportional hazard model among different MMP19 mRNA expression levels in the TCGA and GSE39582 database.
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The TCGA portal (http://tcga-data.nci.nih.gov/) and GSE39582 database (https://www.ncbi.nlm.nih.gov/geo/) are public available. The validation cohort cannot be made publicly available for ethical reasons since public availability would compromise patient confidentiality or participant privacy, but are available from the corresponding author upon reasonable request meeting the criteria for access to confidential data.
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sections[17] "ack" paragraph 1
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The TCGA portal (http://tcga-data.nci.nih.gov/) and GSE39582 database (https://www.ncbi.nlm.nih.gov/geo/) are public available. The validation cohort cannot be made publicly available for ethical reasons since public availability would compromise patient confidentiality or participant privacy, but are available from the corresponding author upon reasonable request meeting the criteria for access to confidential data.
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https://doi.org/10.1186/s12885-019-5673-6
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The TCGA portal (http://tcga-data.nci.nih.gov/) and GSE39582 database (https://www.ncbi.nlm.nih.gov/geo/) are public available. The validation cohort cannot be made publicly available for ethical reasons since public availability would compromise patient confidentiality or participant privacy, but are available from the corresponding author upon reasonable request meeting the criteria for access to confidential data.
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The TCGA portal (http://tcga-data.nci.nih.gov/) and GSE39582 database (https://www.ncbi.nlm.nih.gov/geo/) are public available. The validation cohort cannot be made publicly available for ethical reasons since public availability would compromise patient confidentiality or participant privacy, but are available from the corresponding author upon reasonable request meeting the criteria for access to confidential data.
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sample_count
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570
taxon
Homo sapiens
title
Gene expression Classification of Colon Cancer defines six molecular subtypes with distinct clinical, molecular and survival characteristics [Expression]
resolution_checked_at
2026-11-01T15:39:54Z
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Univariate and multivariate Cox proportional hazards analyses of MMP19 expression and overall survival for patients with colorectal cancer in the The Cancer Genome Atlas database
structure object · 5 fields
pmcid
PMC6518766
section_index
10
section_title
MMP19 was an independent prognostic factor for survival in the TCGA cohort
row_count
9
column_count
5
table object · 8 fields
label
Table 1
caption
Univariate and multivariate Cox proportional hazards analyses of MMP19 expression and overall survival for patients with colorectal cancer in the The Cancer Genome Atlas database
rows array · 9 items
[0] array · 3 items
[0]
Factor
[1]
Univariate analysis
[2]
Multivariate analysis
[1] array · 4 items
[0]
HR (95% CI)
[1]
P
[2]
HR (95% CI)
[3]
P
[2] array · 5 items
[0]
Gender
[1]
0.793(0.509–1.234)
[2]
0.303
[3]
[4]
NI
[3] array · 5 items
[0]
Age
[1]
1.029(1.010–1.084)
[2]
0.002
[3]
1.037(1.017–1.056)
[4]
< 0.001
[4] array · 5 items
[0]
T category
[1]
2.680(1.694–4.242)
[2]
< 0.001
[3]
2.045(1.260–3.320)
[4]
0.004
[5] array · 5 items
[0]
N stage
[1]
1.759(1.371–2.256)
[2]
< 0.001
[3]
1.573(1.199–2.064)
[4]
0.001
[6] array · 5 items
[0]
M stage
[1]
1.378(1.069–1.778)
[2]
0.013
[3]
1.092(0.829–1.440)
[4]
0.532
[7] array · 5 items
[0]
Tumor location
[1]
0.777(0.442–1.364)
[2]
0.379
[3]
[4]
[8] array · 5 items
[0]
MMP19
[1]
1.449(1.108–1.893)
[2]
0.007
[3]
1.401(1.036–1.894)
[4]
0.028
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Univariate and multivariate Cox proportional hazards analyses of MMP19 expression and relapse free survival for patients with colon cancer in the GSE39582 database
structure object · 5 fields
pmcid
PMC6518766
section_index
11
section_title
MMP19 was a predictor of recurrence-free survival in the GSE39582 cohort
row_count
8
column_count
5
table object · 8 fields
label
Table 2
caption
Univariate and multivariate Cox proportional hazards analyses of MMP19 expression and relapse free survival for patients with colon cancer in the GSE39582 database
rows array · 8 items
[0] array · 3 items
[0]
Factor
[1]
Univariate analysis
[2]
Multivariate analysis
[1] array · 4 items
[0]
HR (95% CI)
[1]
P
[2]
HR (95% CI)
[3]
P
[2] array · 5 items
[0]
Gender
[1]
0.744(0.528–1.048)
[2]
0.090
[3]
[4]
[3] array · 5 items
[0]
Age
[1]
1.008(0.995–1.021)
[2]
0.233
[3]
[4]
[4] array · 5 items
[0]
T category
[1]
1.916(1.381–2.659)
[2]
< 0.001
[3]
1.774(1.274–2.468)
[4]
0.001
[5] array · 5 items
[0]
N stage
[1]
1.795(1.451–2.222)
[2]
< 0.001
[3]
1.669(1.343–2.073)
[4]
< 0.001
[6] array · 5 items
[0]
Tumor location
[1]
1.144(0.810–1.619)
[2]
0.446
[3]
[4]
[7] array · 5 items
[0]
MMP19
[1]
2.061(1.454–2.921)
[2]
< 0.001
[3]
1.470(1.025–2.215)
[4]
0.032
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section[11]/table-wrap[1]#Tab2
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Association between MMP19 expression and clinicopathological factors in colorectal cancer
structure object · 5 fields
pmcid
PMC6518766
section_index
12
section_title
MMP19 was correlated with inferior clinical characteristics in the validation cohort
row_count
34
column_count
5
table object · 8 fields
label
Table 3
caption
Association between MMP19 expression and clinicopathological factors in colorectal cancer
rows array · 34 items
[0] array · 4 items
[0]
Characteristics
[1]
Total
[2]
MMP19 expression
[3]
P value
[1] array · 2 items
[0]
Low expression
[1]
High expression
[2] array · 5 items
[0]
Gender
[1]
[2]
[3]
[4]
0.144
[3] array · 5 items
[0]
Male
[1]
122
[2]
56(56.6)
[3]
66(66.7)
[4]
[4] array · 5 items
[0]
Female
[1]
76
[2]
43(43.4)
[3]
33(33.3)
[4]
[5] array · 5 items
[0]
Age
[1]
[2]
[3]
[4]
0.190
[6] array · 5 items
[0]
≥ 60
[1]
121
[2]
65(65.7)
[3]
56(56.6)
[4]
[7] array · 5 items
[0]
<60
[1]
77
[2]
34(34.3)
[3]
43(43.4)
[4]
[8] array · 5 items
[0]
Primary site
[1]
[2]
[3]
[4]
0.776
[9] array · 5 items
[0]
colon
[1]
92
[2]
45(45.5)
[3]
47(47.5)
[4]
[10] array · 5 items
[0]
rectum
[1]
106
[2]
54(54.5)
[3]
52(52.5)
[4]
[11] array · 5 items
[0]
Histologic type
[1]
[2]
[3]
[4]
0.756
[12] array · 5 items
[0]
Adenocarcinoma
[1]
187
[2]
94(94.9)
[3]
93(93.9)
[4]
[13] array · 5 items
[0]
Mucinous adenocarcinoma
[1]
11
[2]
5(5.1)
[3]
6(6.1)
[4]
[14] array · 5 items
[0]
Histologic grade
[1]
[2]
[3]
[4]
0.177
[15] array · 5 items
[0]
Well
[1]
54
[2]
24(24.2)
[3]
30(30.3)
[4]
[16] array · 5 items
[0]
Moderate
[1]
99
[2]
56(56.6)
[3]
43(43.4)
[4]
[17] array · 5 items
[0]
Poor
[1]
45
[2]
19(19.2)
[3]
26(26.3)
[4]
[18] array · 5 items
[0]
T stage
[1]
[2]
[3]
[4]
0.052
[19] array · 5 items
[0]
T2
[1]
17
[2]
10(10.1)
[3]
7(7.1)
[4]
[20] array · 5 items
[0]
T3
[1]
72
[2]
43(43.4)
[3]
29(29.3)
[4]
[21] array · 5 items
[0]
T4
[1]
109
[2]
46(46.5)
[3]
63(63.6)
[4]
[22] array · 5 items
[0]
Node status
[1]
[2]
[3]
[4]
0.029
[23] array · 5 items
[0]
Negative
[1]
79
[2]
47(47.5)
[3]
32(32.3)
[4]
[24] array · 5 items
[0]
Positive
[1]
119
[2]
52(52.5)
[3]
67(67.7)
[4]
[25] array · 5 items
[0]
Intramural vascular invasion
[1]
[2]
[3]
[4]
0.015
[26] array · 5 items
[0]
Negative
[1]
156
[2]
85(85.9)
[3]
71(71.7)
[4]
[27] array · 5 items
[0]
Positive
[1]
42
[2]
14(14.1)
[3]
28(28.3)
[4]
[28] array · 5 items
[0]
Perineural invasion
[1]
[2]
[3]
[4]
0.692
[29] array · 5 items
[0]
Negative
[1]
168
[2]
85(85.9)
[3]
83(83.8)
[4]
[30] array · 5 items
[0]
Positive
[1]
30
[2]
14(14.1)
[3]
16(16.2)
[4]
[31] array · 5 items
[0]
CEA status
[1]
[2]
[3]
[4]
0.045
[32] array · 5 items
[0]
normal
[1]
137
[2]
75(75.8)
[3]
62(62.6)
[4]
[33] array · 5 items
[0]
high
[1]
61
[2]
24(24.2)
[3]
37(37.4)
[4]
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section[12]/table-wrap[1]#Tab3
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Univariate and multivariate Cox proportional hazards analyses of MMP19 expression and disease free survival for patients with colorectal cancer in the validation cohort
structure object · 5 fields
pmcid
PMC6518766
section_index
13
section_title
Increased MMP19 expression indicates a poor prognosis in the validation cohort
row_count
12
column_count
5
table object · 8 fields
label
Table 4
caption
Univariate and multivariate Cox proportional hazards analyses of MMP19 expression and disease free survival for patients with colorectal cancer in the validation cohort
rows array · 12 items
[0] array · 3 items
[0]
Factor
[1]
Univariate analysis
[2]
Multivariate analysis
[1] array · 4 items
[0]
HR (95% CI)
[1]
P
[2]
HR (95% CI)
[3]
P
[2] array · 5 items
[0]
Gender
[1]
0.924(0.541–1.578)
[2]
0.772
[3]
[4]
[3] array · 5 items
[0]
Age
[1]
1.327(0.790–2.227)
[2]
0.285
[3]
[4]
[4] array · 5 items
[0]
T category
[1]
2.044(1.263–3.307)
[2]
0.004
[3]
1.527(0.972–2.400)
[4]
0.066
[5] array · 5 items
[0]
N stage
[1]
1.784 (1.285–2.457)
[2]
0.001
[3]
1.642(1.140–2.365)
[4]
0.008
[6] array · 5 items
[0]
Tumor location
[1]
0.902(0.539–1.509)
[2]
0.694
[3]
[4]
[7] array · 5 items
[0]
Histologic type
[1]
0.900(0.282–2.878)
[2]
0.860
[3]
[4]
[8] array · 5 items
[0]
Grade
[1]
1.200(0.831-1.733)
[2]
0.330
[3]
[4]
[9] array · 5 items
[0]
Intramural vascular invasion
[1]
2.190(1.264–3.796)
[2]
0.005
[3]
1.337(0.754–2.371)
[4]
0.321
[10] array · 5 items
[0]
Perineural invasion
[1]
1.965(1.076–3.588)
[2]
0.028
[3]
1.393(0.738–2.628)
[4]
0.306
[11] array · 5 items
[0]
MMP19
[1]
4.909(2.598–9.275)
[2]
< 0.001
[3]
4.699(2.461–8.974)
[4]
< 0.001
locator
section[13]/table-wrap[1]#Tab4
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section[13]/table-wrap[2]#Tab5
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Univariate and multivariate Cox proportional hazards analyses of MMP19 expression and overall survival for patients with colorectal cancer in the validation cohort
structure object · 5 fields
pmcid
PMC6518766
section_index
13
section_title
Increased MMP19 expression indicates a poor prognosis in the validation cohort
row_count
12
column_count
5
table object · 8 fields
label
Table 5
caption
Univariate and multivariate Cox proportional hazards analyses of MMP19 expression and overall survival for patients with colorectal cancer in the validation cohort
rows array · 12 items
[0] array · 3 items
[0]
Factor
[1]
Univariate analysis
[2]
Multivariate analysis
[1] array · 4 items
[0]
HR (95% CI)
[1]
P
[2]
HR (95% CI)
[3]
P
[2] array · 5 items
[0]
Gender
[1]
1.000(0.547–1.827)
[2]
0.999
[3]
[4]
[3] array · 5 items
[0]
Age
[1]
1.416(0.788–2.543)
[2]
0.245
[3]
[4]
[4] array · 5 items
[0]
T category
[1]
2.542(1.396–4.628)
[2]
0.002
[3]
1.854(1.054–3.260)
[4]
0.032
[5] array · 5 items
[0]
N stage
[1]
1.975 (1.354–2.881)
[2]
< 0.001
[3]
1.856(1.226–2.810)
[4]
0.003
[6] array · 5 items
[0]
Tumor location
[1]
0.808(0.450–1.450)
[2]
0.475
[3]
[4]
[7] array · 5 items
[0]
Histologic type
[1]
1.206(0.374–3.893)
[2]
0.754
[3]
[4]
[8] array · 5 items
[0]
Grade
[1]
1.155(0.762-1.751)
[2]
0.496
[3]
[4]
[9] array · 5 items
[0]
Intramural vascular invasion
[1]
2.419(1.312–4.458)
[2]
0.005
[3]
0.927(0.435–1.975)
[4]
0.210
[10] array · 5 items
[0]
Perineural invasion
[1]
1.412(0.680–2.932)
[2]
0.355
[3]
[4]
[11] array · 5 items
[0]
MMP19
[1]
5.807(2.702–12.483)
[2]
< 0.001
[3]
5.595(2.573–12.164)
[4]
< 0.001
locator
section[13]/table-wrap[2]#Tab5
gaps array · 2 items
[0]
asset:data:geo:GSE39582 not downloaded
[1]
asset:data:geo:GSE39582 licence not read
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partial
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method-1
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survival_analysis
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cox_proportional_hazards
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Survival analysis
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[0]
cox_ph
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[0]
time_to_event_with_censoring
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0.7
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medium
quote
cox regression
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method-2
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contingency_analysis
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chi_square
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Categorical (contingency table) analysis
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[0]
chi_square_test
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[0]
categorical_cross_tabulation
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0.8
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high
quote
χ2
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method-3
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null
specific
null
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Univariate and multivariate Cox proportional hazard model
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evidence object · 3 fields
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1
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verbatim
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Survival analysis were compared using the univariate and multivariate Cox proportional hazard model among different MMP19 mRNA expression levels in the TCGA and GSE39582 database.
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method.reader_named_unmapped
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complete
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meta_analysis
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machine_learning
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survival_analysis
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statistical_regression
[4]
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[5]
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[6]
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[7]
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gwas
candidate
Automated Assays Laravel application and simulated adapters
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readiness object · 8 fields
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complete
tier
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method object · 5 fields
tier
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required_operations array · 1 item
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cox_ph
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: cox_proportional_hazards.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
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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
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true
accessions array · 1 item
[0]
GSE39582
resolved_accessions array · 1 item
[0]
GSE39582
statements array · 1 item
[0]
The TCGA portal (http://tcga-data.nci.nih.gov/) and GSE39582 database (https://www.ncbi.nlm.nih.gov/geo/) are public available. The validation cohort cannot be made publicly available for ethical reasons since public availability would compromise patient confidentiality or participant privacy, but are available from the corresponding author upon reasonable request meeting the criteria for access to confidential data.
basis
The paper names GSE39582 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
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cox_ph
assets array · 7 items
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source:pmid:31088409
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asset:table:pmid:31088409:3
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asset:table:pmid:31088409:4
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steps array · 1 item
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data_gaps array · 1 item
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review object · 5 fields
state
partial
machine_critique object · 5 fields
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MiniMax-M3.1-Flash
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minimax
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2026-10-31T18:14:38Z
independence
single_reader
evidence_check object · 2 fields
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verbatim
availability
verbatim
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3
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21762
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gaps array · 1 item
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pmid:31088409
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paper
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pmid:31088409
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source:pmid:31088409
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manuscript
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PMID 31088409 full text
[2] object · 3 fields
id
data:geo:GSE39582
type
dataset
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GEO GSE39582
activities array · 3 items
[0] object · 4 fields
id
activity-reading-sci-2026-11-01
type
classification
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pmid:31088409
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id
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PMID 31088409 full text
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data:geo:GSE39582
type
dataset
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GEO GSE39582
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agent:corpus-assay-engine
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activity-read-31088409
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extraction
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agent:minimax-reader
[2] object · 4 fields
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activity-resolve-GSE39582
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used array · 1 item
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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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capability_table_fingerprint
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lineage object · 4 fields
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:31088409", "kind": "science-record", "revision": 6, "content_hash": "sha256:6bac94ebce185677678642cae0431f812e0966e009060c18c57b55e12a8f76fe", "created_at": "2026-11-01T15:40:45Z", "updated_at": "2026-11-01T21:22:11Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "High expression of MMP19 is associated with poor prognosis in patients with colorectal cancer.", "doi": "10.1186/s12885-019-5673-6", "pmid": "31088409", "authors": ["Zaiping Chen", "Guiyang Wu", "Fubo Ye", "Guoping Chen", "Qinghao Fan", "Hao Dong", "Xiongwen Zhu", "Chongshan Wu"], "journal": "BMC cancer", "year": 2019, "abstract": "BACKGROUND: Matrix metalloproteinase 19 (MMP19) is a member of zinc-dependent endopeptidases, which have been involved in various physiological and pathological processes. Its expression has been demonstrated in some types of cancers, but the clinical significance of MMP19 in colorectal cancer (CRC) has not been reported. Thus, we aimed to analyze the clinical significance of MMP19 in CRC in present study.\nMETHODS: The expression of MMP19 was first explored in The Cancer Genome Atlas (TCGA) cohort, and then validated in the GSE39582 cohort and our own database. Clinicopathological features and survival rate were also investigated.\nRESULTS: MMP19 was found to be a predictor for overall survival (OS) in both univariate (hazard ratio [HR]: 1.449, 95% confidence interval [CI]: 1.108-1.893, P = 0.007) and multivariate survival analyses (HR: 1.401, 95% CI: 1.036-1.894, P = 0.028) in the TCGA database. MMP19 was further validated as an independent factor for recurrence free survival in the GSE39582 database by both univariate analysis (HR: 2.061, 95%CI: 1.454-2.921, P < 0.001) and multivariate analysis (HR = 1.470, 95% CI: 1.025-2.215, P = 0.032). In an in-house cohort, MMP19 was significantly upregulated in CRC tissues when compared with their adjacent normal controls (P < 0.001). Ectopic MMP19 expression was positively associated with lymph node metastases (P = 0.029), intramural vascular invasion (P = 0.015) and serum carcinoembryonic antigen levels (P = 0.045). High MMP19 expression correlated with a shorter OS (HR = 5.595; 95% CI: 2.573-12.164; P < 0.001) and disease free survival (HR = 4.699; 95% CI: 2.461-8.974; P < 0.001) in multivariate cox regression analysis.\nCONCLUSIONS: Expression of MMP19 was upregulated in CRC. High expression of MMP19 was determined to be an independent and poor prognostic factor in CRC. These results suggest that MMP19 may be a good biomarker for CRC.", "claims": [{"id": "claim-method", "statement": "Survival analysis were compared using the univariate and multivariate Cox proportional hazard model among different MMP19 mRNA expression levels in the TCGA and GSE39582 database.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31088409", "locator": "sections[8] \"Statistical analysis\" paragraph 2", "quote": "Survival analysis were compared using the univariate and multivariate Cox proportional hazard model among different MMP19 mRNA expression levels in the TCGA and GSE39582 database."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The TCGA portal (http://tcga-data.nci.nih.gov/) and GSE39582 database (https://www.ncbi.nlm.nih.gov/geo/) are public available. The validation cohort cannot be made publicly available for ethical reasons since public availability would compromise patient confidentiality or participant privacy, but are available from the corresponding author upon reasonable request meeting the criteria for access to confidential data.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31088409", "locator": "sections[17] \"ack\" paragraph 1", "quote": "The TCGA portal (http://tcga-data.nci.nih.gov/) and GSE39582 database (https://www.ncbi.nlm.nih.gov/geo/) are public available. The validation cohort cannot be made publicly available for ethical reasons since public availability would compromise patient confidentiality or participant privacy, but are available from the corresponding author upon reasonable request meeting the criteria for access to confidential data."}], "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:31088409"], "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:GSE39582"], "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:GSE39582"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:31088409", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12885-019-5673-6", "sha256": "sha256:fde2b88da6dfe4dca7d6f1654beb0a6c7255bb434983125b01c44c2bc96751ea", "bytes": 24867, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s12885-019-5673-6", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6518766", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE39582", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE39582", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE39582", "version": null, "note": "The TCGA portal (http://tcga-data.nci.nih.gov/) and GSE39582 database (https://www.ncbi.nlm.nih.gov/geo/) are public available. The validation cohort cannot be made publicly available for ethical reasons since public availability would compromise patient confidentiality or participant privacy, but are available from the corresponding author upon reasonable request meeting the criteria for access to confidential data.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The TCGA portal (http://tcga-data.nci.nih.gov/) and GSE39582 database (https://www.ncbi.nlm.nih.gov/geo/) are public available. The validation cohort cannot be made publicly available for ethical reasons since public availability would compromise patient confidentiality or participant privacy, but are available from the corresponding author upon reasonable request meeting the criteria for access to confidential data.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1681353", "GSM1681354", "GSM1681355", "GSM1681356", "GSM1681357", "GSM1681358", "GSM1681359", "GSM1681360", "GSM1681361", "GSM1681362", "GSM1681363", "GSM1681364", "GSM1681365", "GSM1681366", "GSM1681367", "GSM1681368", "GSM1681369", "GSM1681370", "GSM1681371", "GSM971957", "GSM971958", "GSM971959", "GSM971960", "GSM971961", "GSM971962", "GSM971963", "GSM971964", "GSM971965", "GSM971966", "GSM971967", "GSM971968", "GSM971969", "GSM971970", "GSM971971", "GSM971972", "GSM971973", "GSM971974", "GSM971975", "GSM971976", "GSM971977", "GSM971978", "GSM971979", "GSM971980", "GSM971981", "GSM971982", "GSM971983", 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