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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.
STMN3 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
25.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
303.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
204.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
203.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
193.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
146.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
145.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
114.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
111.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
110.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
106.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
98.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
93.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
85.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
77.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
73.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
72.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
71.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
70.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
68.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
67.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
67.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
66.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
57.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
55.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
55.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
55.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
51.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
51.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
51.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
50.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
48.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
47.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
46.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
45.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
43.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
43.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
43.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
42.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
42.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
39.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
39.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
38.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
36.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
36.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
36.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
35.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
34.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
34.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
32.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
32.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
31.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
29.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
29.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 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.
STMN3 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
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
139.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
132.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
129.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
114.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
112.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
110.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
96.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
90.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
89.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
87.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
81.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
80.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
77.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
76.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
75.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
73.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
73.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
73.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
72.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
72.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
71.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
68.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
66.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
65.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
64.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
64.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
64.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
63.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
61.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
58.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
58.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
56.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
56.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
56.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
54.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
54.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
54.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
53.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
53.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
52.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
49.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
49.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
46.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
45.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
45.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
44.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
44.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
44.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
43.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
43.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
43.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
42.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
42.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
42.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
41.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
41.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
40.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
40.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
40.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
39.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
38.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
38.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
37.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
34.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
30.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
6.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
5.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
5.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
5.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
5.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
5.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
5.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
5.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
5.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
4.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
4.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
4.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
4.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
4.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
4.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
4.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
4.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
3.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
3.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
3.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
3.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
3.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
3.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
3.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
3.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
3.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
3.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
3.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
2.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
2.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
2.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STMN3 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
31.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
204.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
113.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
111.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
102.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
88.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
79.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
75.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
75.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
73.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
72.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
70.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
66.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
62.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
59.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
59.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
58.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
58.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
57.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
57.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
56.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
53.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
53.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
51.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
51.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
50.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
47.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
45.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
44.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
40.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
39.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
37.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
36.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
33.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
30.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
STMN3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.9
Number of samples
207
Samples
Sample
Description
TPM
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
163.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
100.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
99.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
97.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
80.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
77.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
71.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
69.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
65.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
63.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
62.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
61.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
61.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
60.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
59.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
58.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
58.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
57.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
55.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
53.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
52.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
51.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
49.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
49.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
46.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
45.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
45.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
45.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
44.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
44.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
41.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
40.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
40.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
39.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
38.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
37.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
37.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
35.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
33.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
4.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
4.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
3.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
3.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
3.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.6
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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
