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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.
HSDL2 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
24.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
69.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
54.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
51.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
50.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
49.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
48.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
48.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
47.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
46.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
45.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
44.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
43.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
42.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
41.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
41.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
41.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
40.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
40.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
39.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
38.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
37.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
37.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
36.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
35.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
35.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
34.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
34.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
34.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
33.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
33.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
32.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
32.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
31.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
31.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
29.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
28.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
28.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
28.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
27.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
27.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
27.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
21.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 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.
HSDL2 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
29.6
Number of samples
486
Samples
Sample
Description
TPM
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
101.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
75.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
69.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
62.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
62.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
61.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
60.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
55.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
54.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
54.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
51.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
51.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
51.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
51.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
50.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
49.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
49.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
48.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
48.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
47.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
47.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
47.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
47.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
46.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
46.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
46.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
45.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
45.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
45.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
45.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
45.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
45.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
44.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
44.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
44.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
44.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
44.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
44.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
42.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
41.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
41.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
41.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
41.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
41.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
41.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
41.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
41.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
41.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
41.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
40.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
40.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
40.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
40.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
40.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
39.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
39.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
39.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
39.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
39.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
38.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
38.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
38.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
38.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
38.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
38.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
37.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
37.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
37.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
36.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
36.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
36.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
36.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
36.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
36.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
35.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
34.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
33.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
30.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
28.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
HSDL2 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
26.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
54.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
53.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
52.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
49.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
49.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
47.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
43.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
41.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
38.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
36.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
35.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
35.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
35.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
35.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
34.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
33.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
33.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
32.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
31.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
28.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HSDL2 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
29.8
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
70.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
65.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
64.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
60.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
57.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
55.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
53.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
51.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
50.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
49.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
47.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
47.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
45.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
44.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
43.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
43.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
43.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
43.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
42.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
42.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
42.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
42.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
41.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
41.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
40.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
38.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
38.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
37.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
37.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
36.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
36.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
36.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
33.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
32.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
31.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
30.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
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Tumor
0.2
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Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
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Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
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Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
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Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
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Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
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Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
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Normal
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
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Normal
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
c6ae57a7-65a0-438e-bae2-97b1c8_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
