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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.
SH2D3A 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
22.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
89.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
81.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
60.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
59.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
47.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
46.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
45.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
44.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
40.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
40.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
38.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
36.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
33.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
32.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
31.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
31.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
28.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
28.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
28.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 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.
SH2D3A 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
17.5
Number of samples
486
Samples
Sample
Description
TPM
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
44.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
42.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
34.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.8
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.
SH2D3A 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
19.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
39.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
33.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
31.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 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.
SH2D3A 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
15.9
Number of samples
207
Samples
Sample
Description
TPM
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
47.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
1.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
1.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
1.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
1.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.8
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.8
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
