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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.
DHRS4L2 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
27.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
66.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
64.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
60.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
60.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
58.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
55.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
55.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
55.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
55.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
54.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
54.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
53.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
52.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
50.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
49.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
49.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
48.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
46.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
46.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
46.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
46.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
44.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
44.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
44.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
44.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
43.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
43.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
43.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
43.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
43.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
42.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
42.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
42.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
41.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
40.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
40.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
40.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
39.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
39.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
39.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
39.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
39.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
38.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
38.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
38.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
38.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
38.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
38.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
38.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
37.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
37.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
37.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
35.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
35.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
35.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
35.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
35.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
35.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
34.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
33.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
33.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
33.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
33.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
33.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
32.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
31.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
31.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
30.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
29.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
29.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
29.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
28.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
28.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
28.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
27.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
24.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
22.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 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.
DHRS4L2 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
20.2
Number of samples
486
Samples
Sample
Description
TPM
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
49.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
40.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
38.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
34.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
DHRS4L2 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
23.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
61.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
47.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
46.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
43.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
43.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
43.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
41.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
40.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
38.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
36.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
35.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
34.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
34.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
33.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
32.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
32.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
30.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
30.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 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.
DHRS4L2 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
17.7
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
37.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
6.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
