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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNX14 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
39.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
109.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
75.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
69.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
69.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
68.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
67.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
66.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
65.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
63.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
61.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
61.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
60.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
60.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
57.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
57.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
57.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
56.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
56.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
56.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
55.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
54.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
54.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
54.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
53.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
53.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
53.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
52.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
51.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
51.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
51.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
51.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
51.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
51.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
50.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
50.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
50.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
50.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
50.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
50.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
50.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
49.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
49.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
49.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
49.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
48.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
48.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
48.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
48.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
48.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
47.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
47.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
47.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
47.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
47.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
47.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
47.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
46.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
46.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
46.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
46.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
45.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
45.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
45.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
45.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
45.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
45.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
45.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
45.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
45.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
44.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
44.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
44.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
44.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
44.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
43.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
43.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
43.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
43.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
42.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
42.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
42.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
42.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
42.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
42.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
42.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
42.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
42.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
42.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
42.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
42.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
41.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
41.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
41.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
41.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
41.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
41.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
40.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
40.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
40.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
40.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
40.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
40.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
40.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
40.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
40.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
39.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
39.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
39.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
39.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
39.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
39.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
39.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
39.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
39.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
39.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
39.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
39.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
39.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
38.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
38.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
38.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
38.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
38.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
38.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
38.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
37.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
37.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
37.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
37.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
37.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
36.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
36.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
36.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
36.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
36.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
36.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
36.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
35.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
35.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
35.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
34.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
34.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
34.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
34.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
34.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
33.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
33.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
33.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
33.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
33.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
33.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
33.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
33.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
33.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
32.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
32.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
32.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
32.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
31.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
31.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
31.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
30.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
29.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
28.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
28.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 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.
SNX14 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.5
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
64.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
60.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
57.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
52.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
50.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
48.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
47.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
47.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
46.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
46.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
46.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
46.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
46.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
45.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
45.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
44.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
43.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
43.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
42.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
42.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
42.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
42.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
42.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
42.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
41.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
41.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
41.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
41.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
40.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
39.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
39.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
38.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
38.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
38.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
38.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
38.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
37.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
36.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
36.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
36.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
36.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
36.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
36.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
35.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
35.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
35.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
34.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
33.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
33.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
28.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
SNX14 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
38.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
72.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
64.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
59.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
59.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
58.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
57.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
55.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
54.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
54.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
53.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
53.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
53.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
53.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
52.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
52.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
50.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
49.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
49.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
47.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
46.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
46.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
46.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
45.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
45.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
45.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
42.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
42.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
42.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
40.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
40.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
40.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
39.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
39.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
39.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
38.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
37.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
36.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
36.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
36.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
36.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
36.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
34.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
34.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
34.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
34.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
33.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
33.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
33.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
33.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
33.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
32.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
32.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
32.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
31.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
30.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
25.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNX14 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
26.6
Number of samples
207
Samples
Sample
Description
TPM
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
47.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
45.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
43.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
39.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
38.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
37.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
37.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
36.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
35.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
35.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
34.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.8
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
