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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.
QTRT1 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
27.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
71.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
68.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
61.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
61.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
59.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
56.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
55.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
53.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
51.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
51.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
50.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
47.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
47.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
47.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
46.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
44.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
44.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
43.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
43.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
42.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
42.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
41.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
41.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
40.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
40.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
40.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
38.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
38.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
38.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
38.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
37.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
37.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
37.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
37.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
37.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
36.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
36.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
35.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
35.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
35.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
35.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
34.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
34.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
34.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
34.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
34.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
34.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
34.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
34.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
33.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
33.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
33.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
32.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
32.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
32.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
32.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
32.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
32.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
31.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
31.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
31.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
30.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
30.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
29.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
29.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
29.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
28.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
25.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
24.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 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.
QTRT1 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
14.2
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
QTRT1 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
24.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
53.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
49.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
45.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
39.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
39.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
38.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
38.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
36.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
35.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
33.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
33.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
32.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
28.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
24.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
23.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 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.
QTRT1 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
13.1
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
5.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
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Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
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Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
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Tumor
0.3
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Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
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Tumor
0.1
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Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
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Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
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Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
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Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
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Normal
0.0
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Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
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Normal
0.0
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Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
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Normal
-0.1
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Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
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Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
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Normal
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
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Tumor
-0.6
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Normal
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.9
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
