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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.
TNIP2 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
25.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
57.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
52.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
48.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
47.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
45.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
44.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
42.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
41.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
41.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
38.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
37.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
37.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
36.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
36.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
36.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
35.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
35.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
35.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
34.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
33.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
33.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
32.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
31.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
31.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
31.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
29.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
29.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
29.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
29.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
29.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
26.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
25.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
25.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
25.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
24.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
24.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TNIP2 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
18.5
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
TNIP2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
49.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
45.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
40.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
39.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
35.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
32.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
31.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
29.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
29.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
28.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TNIP2 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
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
1.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.9
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.8
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.7
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
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
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
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
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
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
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_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
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
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
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
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
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
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
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
