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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.
IGLC7 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
15.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
246.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
237.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
195.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
185.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
170.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
163.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
160.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
114.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
92.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
88.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
81.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
79.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
78.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
72.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
71.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
64.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
63.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
63.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
61.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
48.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
47.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
44.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
44.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
42.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
41.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
38.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
36.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
33.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
29.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
1.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
1.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
0.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 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.
IGLC7 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
20.5
Number of samples
486
Samples
Sample
Description
TPM
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
504.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
469.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
290.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
197.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
196.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
188.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
167.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
148.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
140.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
137.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
136.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
134.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
133.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
125.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
125.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
111.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
110.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
99.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
97.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
96.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
89.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
86.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
81.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
72.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
71.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
69.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
67.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
66.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
66.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
63.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
63.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
63.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
62.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
61.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
60.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
58.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
57.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
56.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
56.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
54.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
54.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
53.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
52.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
51.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
51.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
51.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
50.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
48.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
48.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
47.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
47.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
47.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
47.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
47.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
46.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
46.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
46.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
45.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
45.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
44.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
43.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
42.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
41.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
41.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
41.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
40.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
40.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
40.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
38.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
38.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
38.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
36.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
36.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
34.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
6.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
6.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
5.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
5.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
5.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
5.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
5.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
5.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
5.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
4.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
4.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
4.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
4.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
4.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
4.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
4.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
4.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
4.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
4.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
4.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
4.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
4.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
4.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
4.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
4.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
3.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
3.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
3.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
3.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
3.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
3.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
3.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
3.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
3.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
3.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
3.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
3.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
3.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
3.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
3.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
3.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
3.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
3.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
3.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
3.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
3.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
3.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
3.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
3.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
3.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
2.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
2.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
2.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
2.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
2.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
2.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
2.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
2.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
2.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
2.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
2.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
2.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
2.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
2.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
2.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
2.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
2.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
2.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
2.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
2.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
2.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
2.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
2.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
2.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
2.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
2.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
2.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
2.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
2.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
2.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
2.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
2.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
1.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
1.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
1.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
1.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
1.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
1.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
1.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
1.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
1.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
1.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
1.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
1.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
1.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
1.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
1.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
1.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
1.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
1.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
1.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
1.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
1.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
1.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
1.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
1.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
1.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
1.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
1.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
1.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
1.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
1.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
1.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
1.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
1.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
1.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
1.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
1.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
1.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
1.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
1.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
0.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
0.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
0.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
0.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
0.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
0.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
0.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
0.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
0.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
0.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
0.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
0.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
0.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
0.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
0.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
0.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
0.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
0.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
0.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
0.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
0.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
0.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
0.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
0.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
0.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
0.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
0.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
0.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
0.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
0.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
0.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
0.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
0.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
0.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
0.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
0.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
0.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
0.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
0.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
0.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
0.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
0.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
0.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
0.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
0.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
0.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
0.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
0.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
0.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
0.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
0.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
0.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
0.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
0.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
0.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
0.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
0.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
0.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
0.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
0.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
0.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
0.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
0.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
0.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
0.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
0.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 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.
IGLC7 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
15.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
231.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
200.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
94.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
79.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
73.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
73.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
62.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
57.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
54.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
48.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
37.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
IGLC7 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
22.6
Number of samples
207
Samples
Sample
Description
TPM
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
716.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
321.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
191.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
180.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
141.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
119.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
99.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
96.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
91.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
83.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
75.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
74.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
69.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
66.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
61.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
60.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
60.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
55.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
54.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
51.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
48.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
47.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
46.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
46.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
45.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
42.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
38.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
38.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
36.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
5.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
4.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
4.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
4.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
4.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
3.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
3.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
3.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
3.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
3.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
3.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
3.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
3.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
2.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
2.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
2.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
2.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
2.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
2.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
2.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
2.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
2.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
2.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
2.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
2.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
2.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
2.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
2.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
2.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
1.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
1.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
1.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
1.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
1.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
1.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
1.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
1.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
1.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
1.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
1.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
1.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
1.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
1.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
1.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
1.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
1.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
1.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
1.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
0.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
0.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
0.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
0.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
0.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
0.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
0.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
0.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
0.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
0.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
0.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
0.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
0.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
0.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
0.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
0.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
0.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
0.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
0.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
0.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
0.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
0.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
0.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
0.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
