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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GSTCD is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GSTCD is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.9
Number of samples
486
Samples
Sample
Description
TPM
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
6.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
5.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GSTCD is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GSTCD is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.3
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
6.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
5.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
2.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.8
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
1.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
1.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.9
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.9
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.9
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
