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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.
PCID2 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
31.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
97.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
76.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
69.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
64.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
59.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
59.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
58.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
57.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
56.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
56.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
55.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
55.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
55.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
54.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
52.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
52.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
52.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
51.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
51.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
51.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
51.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
49.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
48.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
48.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
48.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
48.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
47.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
47.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
46.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
46.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
46.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
46.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
45.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
44.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
44.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
44.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
43.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
43.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
43.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
42.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
42.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
41.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
40.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
40.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
40.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
40.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
40.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
40.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
40.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
39.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
39.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
39.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
39.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
38.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
38.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
37.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
37.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
37.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
37.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
37.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
37.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
37.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
37.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
37.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
37.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
36.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
36.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
35.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
35.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
34.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
34.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
34.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
34.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
34.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
33.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
33.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
33.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
33.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
33.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
33.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
33.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
33.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
32.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
32.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
32.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
32.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
31.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
30.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
30.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
29.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
PCID2 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
16.1
Number of samples
486
Samples
Sample
Description
TPM
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
49.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
43.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
39.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
37.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PCID2 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
33.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
60.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
58.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
57.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
56.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
53.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
53.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
51.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
49.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
49.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
48.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
46.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
46.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
46.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
45.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
44.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
44.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
43.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
43.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
43.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
42.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
42.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
41.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
39.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
39.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
38.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
36.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
36.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
35.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
35.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
35.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
35.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
35.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
34.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
33.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
32.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
32.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
30.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
30.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
29.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
27.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
26.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
PCID2 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
15.4
Number of samples
207
Samples
Sample
Description
TPM
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
37.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.7
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
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Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
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Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
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Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.9
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
