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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.
SPIDR 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
19.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
55.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
53.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
47.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
45.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
44.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
38.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
37.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
36.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
36.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
34.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
30.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
27.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
26.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
SPIDR 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
19.2
Number of samples
486
Samples
Sample
Description
TPM
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
48.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
37.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
34.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
34.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPIDR is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
76.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
32.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.1
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.
SPIDR is potential prognostic, high expression is favorable 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
19.8
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
46.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
