We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
RCC1L 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
33.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
71.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
68.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
67.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
62.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
62.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
60.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
59.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
58.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
56.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
55.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
51.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
51.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
51.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
50.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
50.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
49.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
49.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
49.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
48.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
48.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
48.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
47.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
47.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
47.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
46.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
46.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
46.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
45.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
45.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
45.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
45.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
44.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
44.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
44.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
44.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
43.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
43.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
43.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
42.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
42.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
42.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
42.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
42.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
42.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
42.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
41.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
41.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
40.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
40.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
40.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
40.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
39.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
39.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
39.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
39.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
39.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
39.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
39.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
39.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
38.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
38.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
38.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
38.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
38.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
38.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
38.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
38.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
38.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
37.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
37.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
37.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
37.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
37.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
37.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
37.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
36.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
35.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
35.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
35.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
35.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
35.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
35.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
35.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
35.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
35.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
34.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
34.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
34.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
34.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
34.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
33.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
33.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
33.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
33.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
33.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
33.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
33.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
33.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
32.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
32.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
32.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
32.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
32.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
32.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
32.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
31.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
31.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
31.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
31.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
31.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
30.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
30.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
29.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
29.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
27.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
26.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
22.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 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.
RCC1L is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.6
Number of samples
486
Samples
Sample
Description
TPM
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
49.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
46.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
46.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
44.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
42.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
40.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
40.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
39.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
38.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
38.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
37.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
35.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
33.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
RCC1L 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
32.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
55.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
55.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
51.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
49.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
48.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
46.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
46.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
46.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
46.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
45.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
45.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
43.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
42.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
42.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
41.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
41.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
40.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
39.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
39.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
39.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
38.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
38.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
38.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
37.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
36.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
36.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
36.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
36.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
36.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
35.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
34.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
34.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
34.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
33.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
33.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
32.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
32.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
32.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
31.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
31.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
30.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
29.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
29.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
21.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.1
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.
RCC1L 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
21.7
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
44.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
38.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
37.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
34.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
