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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.
SPATA13 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
14.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
68.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
58.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
43.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
43.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
41.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
40.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
39.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
35.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
30.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
SPATA13 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
37.9
Number of samples
486
Samples
Sample
Description
TPM
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
135.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
124.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
121.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
116.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
106.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
105.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
105.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
97.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
94.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
93.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
88.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
88.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
80.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
79.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
77.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
74.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
73.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
71.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
71.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
70.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
70.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
68.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
68.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
66.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
66.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
64.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
64.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
63.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
63.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
63.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
63.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
62.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
62.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
62.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
61.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
61.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
60.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
60.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
59.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
59.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
59.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
59.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
59.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
58.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
57.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
57.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
57.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
57.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
57.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
57.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
57.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
57.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
57.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
56.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
56.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
56.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
55.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
55.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
54.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
54.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
54.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
53.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
53.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
53.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
53.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
52.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
52.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
52.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
51.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
51.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
51.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
51.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
51.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
51.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
51.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
50.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
50.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
50.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
50.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
50.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
50.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
50.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
50.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
49.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
49.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
48.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
48.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
48.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
48.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
48.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
47.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
47.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
47.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
47.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
47.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
47.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
46.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
46.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
46.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
46.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
46.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
46.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
46.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
46.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
46.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
45.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
45.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
45.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
45.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
45.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
45.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
45.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
45.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
45.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
45.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
45.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
45.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
45.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
44.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
44.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
44.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
44.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
44.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
43.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
43.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
43.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
43.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
43.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
43.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
43.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
42.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
42.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
42.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
42.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
42.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
42.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
42.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
42.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
41.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
41.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
40.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
40.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
40.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
40.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
40.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
40.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
40.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
40.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
40.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
40.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
40.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
39.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
39.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
39.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
39.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
39.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
38.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
38.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
38.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
38.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
38.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
37.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
37.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
37.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
36.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
36.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
35.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
35.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
35.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
35.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
35.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
35.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
34.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
33.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
33.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
33.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
33.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
33.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
32.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPATA13 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
16.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
47.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
39.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
29.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPATA13 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
42.1
Number of samples
207
Samples
Sample
Description
TPM
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
207.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
140.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
137.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
111.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
94.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
86.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
86.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
85.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
84.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
80.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
79.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
79.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
75.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
75.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
73.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
73.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
71.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
70.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
66.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
65.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
64.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
62.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
62.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
61.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
59.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
58.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
58.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
58.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
57.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
56.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
55.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
55.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
55.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
54.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
54.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
54.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
53.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
53.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
52.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
52.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
51.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
51.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
51.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
51.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
50.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
50.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
50.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
50.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
49.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
49.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
49.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
49.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
48.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
48.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
48.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
48.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
47.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
47.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
47.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
47.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
46.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
45.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
45.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
45.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
45.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
44.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
44.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
44.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
44.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
44.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
44.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
43.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
43.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
43.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
42.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
42.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
41.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
41.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
41.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
41.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
41.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
40.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
40.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
39.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
39.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
39.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
39.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
39.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
39.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
38.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
38.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
38.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
36.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
36.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
36.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
35.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
35.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
34.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
34.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
33.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
32.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
32.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
32.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
32.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
32.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
32.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
1.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.7
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
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
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
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
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
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
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
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
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
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
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
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
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
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
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
