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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.
CRYZL1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
CRYZL1 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
24.7
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
47.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
41.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
40.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
38.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
37.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
37.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
35.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
35.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
33.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
33.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
30.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CRYZL1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
CRYZL1 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
25.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
108.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
41.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
40.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
39.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
39.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
38.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
33.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
31.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
29.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
