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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.
SMPD3 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
8.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
29.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
SMPD3 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
18.3
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
67.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
67.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
61.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
52.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
51.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
51.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
49.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
49.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
46.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
46.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
46.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
44.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
43.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
42.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
41.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
40.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
39.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
38.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
36.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
36.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
29.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
5.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
5.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
5.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
5.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
4.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
4.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
4.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
4.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
3.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
3.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
2.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
2.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
1.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
1.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMPD3 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
7.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 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.
SMPD3 is potential prognostic, high expression is unfavorable 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
18.7
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
50.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
42.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
42.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
39.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
38.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
34.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
32.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
32.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
28.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
6.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
6.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
4.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
3.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
3.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
2.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
2.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
1.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
1.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.9
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.8
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.9
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.9
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.9
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.9
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.9
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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
