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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.
NSMAF 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
12.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 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.
NSMAF 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
15.6
Number of samples
486
Samples
Sample
Description
TPM
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.3
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.
NSMAF 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
13.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
55.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NSMAF is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.2
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.8
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
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
