We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDIA5 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
26.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
64.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
61.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
59.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
59.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
55.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
53.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
53.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
52.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
51.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
48.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
48.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
47.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
45.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
45.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
44.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
44.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
41.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
41.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
41.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
40.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
40.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
40.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
39.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
38.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
37.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
37.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
37.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
37.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
36.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
34.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
34.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
34.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
34.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
33.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
33.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
33.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
32.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
32.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
32.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
31.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
31.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
31.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
31.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
31.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
30.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
30.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
29.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
25.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
20.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 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.
PDIA5 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
22.8
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
57.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
54.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
49.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
49.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
46.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
46.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
45.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
44.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
42.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
41.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
40.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
40.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
36.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
32.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
PDIA5 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
25.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
64.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
54.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
52.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
49.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
43.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
40.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
39.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
38.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
37.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
37.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
33.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
33.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
33.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
33.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
31.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
31.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
30.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDIA5 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.3
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
69.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
47.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
35.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
31.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.9
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.8
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.7
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.9
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-1.0
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
