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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.
HNRNPUL2 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
33.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
64.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
61.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
59.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
56.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
55.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
54.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
54.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
54.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
52.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
51.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
50.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
50.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
50.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
50.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
49.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
49.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
49.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
48.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
48.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
47.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
47.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
47.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
47.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
46.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
46.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
46.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
45.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
45.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
44.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
44.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
44.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
44.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
44.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
44.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
43.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
43.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
43.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
43.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
43.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
43.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
43.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
42.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
42.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
42.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
42.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
42.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
42.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
42.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
41.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
41.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
41.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
41.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
41.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
40.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
40.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
40.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
40.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
40.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
40.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
40.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
40.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
39.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
39.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
39.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
39.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
39.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
39.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
38.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
38.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
38.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
38.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
38.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
37.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
37.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
37.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
37.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
37.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
36.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
36.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
36.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
36.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
36.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
36.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
36.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
35.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
35.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
35.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
35.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
35.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
35.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
35.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
35.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
35.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
35.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
34.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
34.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
34.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
34.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
34.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
33.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
33.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
33.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
33.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
33.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
33.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
32.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
32.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
32.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
32.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
31.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
31.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
31.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
31.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
30.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
30.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
30.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
29.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
29.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
29.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
29.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
28.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
28.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
27.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
HNRNPUL2 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
29.8
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
50.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
50.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
49.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
49.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
48.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
47.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
47.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
47.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
47.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
46.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
45.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
45.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
45.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
45.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
44.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
44.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
44.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
43.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
43.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
41.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
40.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
39.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
39.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
38.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
38.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
38.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
38.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
38.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
38.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
37.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
37.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
37.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
37.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
36.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
36.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
36.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
36.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
35.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
35.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
35.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
34.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
33.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
32.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
31.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
30.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
HNRNPUL2 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
34.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
55.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
53.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
53.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
52.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
49.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
48.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
48.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
47.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
47.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
47.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
47.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
47.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
46.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
46.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
46.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
46.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
45.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
45.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
44.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
42.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
42.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
42.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
42.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
40.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
39.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
38.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
38.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
37.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
37.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
36.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
36.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
35.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
35.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
35.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
35.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
33.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
33.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
33.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
32.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
32.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
31.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
30.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
29.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
27.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
27.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
24.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
HNRNPUL2 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
29.5
Number of samples
207
Samples
Sample
Description
TPM
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
52.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
48.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
46.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
42.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
42.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
41.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
41.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
40.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
40.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
40.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
40.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
39.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
38.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
37.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
37.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
36.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
36.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
35.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
35.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
34.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
32.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
31.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
30.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
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Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
