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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZDHHC7 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
24.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
90.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
55.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
48.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
48.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
47.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
47.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
43.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
42.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
40.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
38.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
38.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
38.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
37.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
36.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
35.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
35.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
34.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
34.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
33.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
32.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
32.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
32.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
31.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
31.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
30.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
27.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
24.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
23.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZDHHC7 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
45.2
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
93.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
83.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
83.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
79.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
73.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
72.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
72.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
72.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
71.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
71.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
70.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
69.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
68.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
68.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
68.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
68.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
67.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
67.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
66.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
66.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
66.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
65.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
65.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
65.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
63.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
63.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
63.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
63.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
63.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
62.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
61.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
61.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
61.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
61.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
61.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
60.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
60.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
59.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
59.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
59.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
58.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
58.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
58.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
58.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
58.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
58.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
58.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
57.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
57.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
57.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
57.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
57.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
57.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
57.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
57.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
56.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
56.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
56.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
56.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
56.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
56.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
56.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
55.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
55.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
55.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
55.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
55.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
55.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
55.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
55.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
54.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
54.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
54.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
54.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
54.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
54.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
54.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
54.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
54.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
54.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
54.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
54.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
54.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
54.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
53.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
53.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
53.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
53.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
53.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
53.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
53.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
52.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
52.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
52.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
52.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
52.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
52.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
52.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
52.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
52.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
52.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
52.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
52.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
52.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
51.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
51.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
51.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
51.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
51.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
51.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
51.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
50.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
50.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
50.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
50.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
50.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
50.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
50.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
50.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
50.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
50.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
50.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
50.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
49.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
49.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
49.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
49.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
49.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
49.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
49.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
49.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
49.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
49.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
49.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
49.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
49.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
49.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
49.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
49.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
49.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
48.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
48.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
48.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
48.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
48.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
48.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
48.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
48.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
48.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
48.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
48.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
48.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
48.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
48.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
48.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
48.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
48.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
48.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
48.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
48.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
48.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
47.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
47.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
47.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
47.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
47.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
47.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
47.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
47.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
47.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
47.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
47.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
47.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
47.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
47.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
47.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
47.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
47.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
47.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
47.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
47.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
47.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
47.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
47.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
46.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
46.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
46.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
46.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
46.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
46.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
46.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
46.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
46.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
46.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
46.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
46.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
46.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
46.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
46.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
46.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
46.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
46.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
46.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
46.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
46.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
46.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
45.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
45.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
45.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
45.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
45.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
45.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
45.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
45.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
45.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
45.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
45.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
45.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
45.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
45.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
45.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
45.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
45.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
45.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
44.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
44.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
44.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
44.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
44.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
44.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
44.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
44.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
44.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
44.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
44.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
44.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
44.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
44.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
44.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
44.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
44.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
44.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
43.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
43.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
43.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
43.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
43.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
43.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
43.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
43.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
43.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
43.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
43.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
43.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
43.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
43.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
43.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
43.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
43.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
43.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
43.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
43.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
43.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
42.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
42.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
42.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
42.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
42.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
42.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
42.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
42.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
42.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
42.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
42.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
42.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
42.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
42.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
42.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
42.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
42.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
41.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
41.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
41.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
41.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
41.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
41.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
41.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
41.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
41.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
41.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
41.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
41.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
41.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
41.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
41.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
41.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
41.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
41.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
41.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
41.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
40.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
40.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
40.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
40.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
40.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
40.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
40.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
40.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
40.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
40.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
40.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
40.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
40.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
40.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
40.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
39.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
39.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
39.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
39.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
39.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
39.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
39.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
39.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
39.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
39.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
39.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
39.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
38.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
38.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
38.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
38.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
38.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
38.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
38.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
38.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
38.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
37.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
37.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
37.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
37.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
37.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
37.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
37.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
37.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
36.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
36.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
36.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
36.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
36.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
36.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
36.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
36.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
36.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
35.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
35.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
35.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
34.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
34.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
34.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
34.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
34.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
33.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.0
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.
ZDHHC7 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
45.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
24.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.9
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.
ZDHHC7 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
43.9
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
134.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
114.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
86.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
66.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
65.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
64.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
62.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
61.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
61.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
60.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
58.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
58.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
58.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
57.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
57.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
56.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
55.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
54.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
54.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
54.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
53.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
53.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
53.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
53.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
53.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
52.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
52.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
52.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
51.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
51.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
51.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
51.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
51.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
51.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
51.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
51.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
51.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
50.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
50.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
50.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
49.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
49.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
49.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
49.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
48.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
48.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
48.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
48.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
48.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
48.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
48.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
48.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
48.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
48.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
48.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
48.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
48.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
47.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
47.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
47.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
47.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
47.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
47.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
47.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
47.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
47.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
47.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
47.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
46.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
46.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
46.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
46.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
46.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
46.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
45.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
45.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
45.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
45.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
45.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
45.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
45.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
44.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
44.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
44.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
44.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
44.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
44.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
44.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
44.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
44.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
44.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
44.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
43.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
43.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
43.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
43.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
43.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
43.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
42.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
42.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
42.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
42.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
42.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
42.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
42.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
42.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
42.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
42.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
41.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
41.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
41.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
41.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
41.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
41.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
41.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
41.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
41.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
40.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
40.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
40.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
40.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
40.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
40.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
40.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
39.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
39.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
39.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
39.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
39.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
39.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
38.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
38.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
38.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
38.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
38.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
38.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
38.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
37.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
37.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
37.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
37.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
37.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
36.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
35.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
35.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
35.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
35.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
34.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
34.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
33.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
33.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
33.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
32.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
32.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
32.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
31.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
29.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
28.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
