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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.
SAA2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
715.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
183.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
123.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
91.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
87.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
84.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
73.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
73.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
71.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
70.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
69.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
66.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
65.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
61.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
58.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
58.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
58.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
49.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
48.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
46.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
44.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
41.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
40.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
35.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
31.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
29.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
21.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
1.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
1.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
1.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
1.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
1.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
SAA2 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
17.0
Number of samples
486
Samples
Sample
Description
TPM
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
531.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
455.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
296.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
269.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
234.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
174.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
156.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
151.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
124.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
113.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
110.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
110.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
109.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
98.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
96.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
94.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
93.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
82.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
75.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
70.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
69.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
66.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
66.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
63.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
63.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
62.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
62.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
61.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
60.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
59.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
56.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
56.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
53.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
52.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
51.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
48.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
47.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
46.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
45.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
43.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
43.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
41.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
37.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
36.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
33.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
6.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
6.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
6.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
6.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
6.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
6.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
6.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
6.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
6.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
5.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
5.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
5.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
5.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
5.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
5.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
5.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
5.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
5.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
5.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
5.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
5.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
4.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
4.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
4.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
4.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
4.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
4.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
4.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
4.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
4.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
4.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
4.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
4.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
4.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
4.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
4.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
4.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
4.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
4.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
4.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
4.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
4.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
4.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
4.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
4.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
4.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
4.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
4.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
4.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
4.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
4.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
4.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
4.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
3.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
3.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
3.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
3.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
3.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
3.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
3.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
3.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
3.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
3.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
3.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
3.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
3.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
3.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
3.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
3.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
3.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
3.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
3.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
3.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
3.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
3.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
3.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
3.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
3.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
3.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
3.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
3.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
3.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
3.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
3.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
3.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
3.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
3.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
3.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
3.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
3.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
2.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
2.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
2.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
2.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
2.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
2.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
2.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
2.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
2.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
2.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
2.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
2.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
2.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
2.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
2.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
2.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
2.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
2.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
2.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
2.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
2.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
2.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
2.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
2.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
2.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
2.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
2.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
2.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
2.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
2.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
2.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
2.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
2.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
2.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
2.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
2.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
2.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
2.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
2.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
2.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
2.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
2.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
2.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
2.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
2.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
2.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
2.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
2.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
2.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
2.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
2.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
2.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
2.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
2.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
2.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
2.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
1.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
1.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
1.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
1.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
1.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
1.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
1.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
1.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
1.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
1.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
1.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
1.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
1.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
1.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
1.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
1.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
1.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
1.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
1.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
1.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
1.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
1.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
1.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
1.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
1.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
1.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
1.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
1.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
1.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
1.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
1.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
1.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
1.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
1.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
1.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
1.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
1.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
1.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
1.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
1.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
1.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
1.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
1.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
1.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
1.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
1.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
1.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
1.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
1.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
1.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
1.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
1.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
1.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
1.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
1.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
1.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
1.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
1.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
1.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
1.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
1.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
0.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
0.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
0.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
0.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
0.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
0.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
0.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 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.
SAA2 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
9.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
87.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
77.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
69.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
66.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
39.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
1.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 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.
SAA2 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
11.8
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
321.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
119.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
70.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
57.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
48.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
38.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
38.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
36.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
35.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
31.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
6.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
6.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
6.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
5.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
5.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
5.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
5.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
5.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
5.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
5.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
4.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
4.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
4.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
4.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
4.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
4.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
4.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
3.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
3.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
3.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
3.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
3.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
3.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
3.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
3.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
3.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
3.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
3.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
3.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
3.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
3.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
3.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
3.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
3.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
2.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
2.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
2.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
2.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
2.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
2.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
2.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
2.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
2.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
2.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
2.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
2.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
2.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
2.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
2.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
2.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
2.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
2.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
2.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
2.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
2.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
1.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
1.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
1.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
1.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
1.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
1.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
1.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
1.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
1.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
1.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
1.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
1.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
1.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
1.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
1.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
1.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
1.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
1.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
1.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
1.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
1.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
1.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
1.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
0.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
0.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
0.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
0.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
0.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
