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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.
ZG16 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
14.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
744.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
304.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
224.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
194.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
169.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
166.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
116.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
115.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
105.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
97.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
93.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
92.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
79.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
73.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
60.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
49.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
44.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
44.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
41.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
39.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
38.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
38.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
34.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
28.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
1.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
1.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
1.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
0.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
0.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
ZG16 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
23.3
Number of samples
486
Samples
Sample
Description
TPM
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
449.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
386.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
380.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
336.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
231.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
168.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
155.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
150.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
138.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
134.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
133.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
132.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
128.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
124.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
117.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
114.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
113.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
109.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
102.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
100.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
98.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
97.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
96.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
95.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
91.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
91.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
87.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
87.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
87.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
86.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
85.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
84.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
82.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
80.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
79.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
75.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
75.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
74.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
72.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
71.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
70.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
68.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
66.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
66.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
65.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
65.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
63.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
63.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
62.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
62.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
61.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
61.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
59.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
59.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
59.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
59.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
58.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
58.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
58.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
58.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
54.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
54.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
52.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
52.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
49.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
48.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
47.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
47.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
47.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
47.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
46.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
45.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
44.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
44.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
43.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
42.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
42.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
41.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
41.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
41.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
39.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
39.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
37.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
36.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
35.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
34.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
6.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
6.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
5.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
5.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
5.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
5.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
5.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
5.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
4.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
4.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
4.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
4.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
4.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
4.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
4.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
3.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
3.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
3.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
3.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
3.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
3.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
3.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
3.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
3.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
3.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
3.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
3.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
3.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
3.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
3.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
3.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
2.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
2.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
2.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
2.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
2.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
2.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
2.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
2.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
2.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
2.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
2.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
2.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
2.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
2.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
2.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
2.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
2.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
2.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
2.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
2.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
2.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
2.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
2.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
1.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
1.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
1.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
1.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
1.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
1.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
1.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
1.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
1.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
1.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
1.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
1.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
1.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
1.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
1.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
1.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
1.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
1.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
1.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
1.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
1.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
1.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
1.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
1.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
1.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
1.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
1.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
1.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
1.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
1.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
1.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
1.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
1.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
1.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
1.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
1.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
1.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
1.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
1.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
1.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
1.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
1.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
1.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
1.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
1.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
0.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
0.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
0.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
0.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
0.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
0.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
0.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
0.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
0.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
0.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
0.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
0.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
0.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
0.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
0.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
0.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
0.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
0.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
0.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
0.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
0.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
0.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
0.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
0.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
0.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
0.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
0.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
0.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
0.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
0.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
0.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
0.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
0.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
0.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
0.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
0.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
0.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
0.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
0.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
0.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
0.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
0.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
0.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
0.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
0.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
0.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
0.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
0.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
0.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
0.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
0.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
0.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
0.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
0.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
0.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
0.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
0.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
0.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
0.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
0.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
0.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
0.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
0.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
0.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
0.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
0.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
0.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
0.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
0.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
0.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
0.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
0.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
0.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
0.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
0.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
0.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
0.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
0.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
0.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
0.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
0.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
0.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
0.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
0.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
0.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
0.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
0.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
0.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
0.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
0.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
0.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
0.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
0.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
0.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
0.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 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.
ZG16 is not prognostic 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
28.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
535.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
249.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
202.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
188.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
168.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
132.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
102.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
87.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
73.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
73.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
72.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
68.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
60.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
58.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
46.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
42.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
42.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
40.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.0
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.
ZG16 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
28.0
Number of samples
207
Samples
Sample
Description
TPM
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
296.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
290.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
200.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
177.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
166.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
157.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
144.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
138.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
121.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
119.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
114.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
106.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
104.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
101.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
94.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
87.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
84.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
84.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
83.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
82.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
80.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
76.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
74.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
74.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
71.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
65.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
62.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
61.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
61.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
59.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
58.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
58.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
56.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
56.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
56.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
53.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
53.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
52.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
50.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
50.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
49.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
47.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
46.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
46.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
44.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
44.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
43.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
43.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
40.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
35.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
35.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
5.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
5.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
5.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
5.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
4.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
4.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
4.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
3.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
3.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
3.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
3.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
3.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
3.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
3.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
3.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
2.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
2.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
2.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
2.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
2.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
2.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
2.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
1.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
1.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
1.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
1.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
1.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
1.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
1.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
1.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
1.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
1.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
1.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
1.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
1.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
1.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
1.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
1.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
1.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
1.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
1.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
1.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
1.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
0.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
0.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
0.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
0.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
0.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
0.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
0.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
0.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
0.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
0.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
0.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
0.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
0.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
0.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
0.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
0.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
0.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
0.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
0.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
0.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
0.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
0.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
0.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
0.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
0.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
0.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
0.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
0.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
0.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
0.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
0.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
0.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
d80408d6-598d-4411-ab34-eb2545_D2
Normal
2.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
2.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
1.9
5e886f1c-8165-4232-9591-d80799_D2
Normal
1.9
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
1.8
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
1.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
1.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
1.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
1.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
1.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
1.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
1.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
1.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
1.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
1.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
1.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
1.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
1.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
1.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
1.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
1.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
1.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
1.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
1.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.9
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.8
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.8
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.8
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.8
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.7
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.6
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.6
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.7
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.8
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.8
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.8
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.9
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-1.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-1.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-1.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-1.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-1.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-1.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-1.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-1.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-1.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-1.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-1.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-1.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-1.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-1.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-1.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-1.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-1.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-1.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-1.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.7
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.7
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-1.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-1.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.7
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-1.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-1.7
2b810478-7956-4a8b-870d-184859_D2
Tumor
-1.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-1.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.8
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-1.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.8
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.8
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.8
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.9
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.9
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-2.0
43192517-085e-450e-9481-0a6713_D3
Tumor
-2.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-2.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-2.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-2.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-2.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-2.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-2.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-2.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-2.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-2.3
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
